{
 "by_child": {
  "abilene_paradox": [
   {
    "child": "abilene_paradox",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abilene Paradox is a specialization of Private-Public Preference Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Private-Public Preference Divergence supplies the genus: A systematic gap between the distribution of privately-held preferences (or beliefs) in a group and the distribution publicly expressed or inferred, sustained because each member reads others' conformity as conviction and conforms in turn. Abilene Paradox preserves that general structure while adding its differentia: A group converges on an action no member privately endorses because each misreads the others' silence or polite assent as genuine preference, so the aggregation channel filters out exactly the disagreement that would have revealed the better option. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "absence_as_information": [
   {
    "child": "absence_as_information",
    "parent": "evidence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absence as information is evidence carried by an expected but missing trace under a modeled absence-generating process.",
    "reason": "The child specializes evidence to a non-occurrence whose likelihood under competing hypotheses is discriminating. A modeled expectation and an understood absence-generating process are required; uninstrumented silence does not satisfy the genus."
   }
  ],
  "absence_of_evidence_vs_evidence_of_absence": [
   {
    "child": "absence_of_evidence_vs_evidence_of_absence",
    "parent": "bayesian_updating",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A named guard against a degenerate Bayesian update where the detection likelihood P(null|present) is silently set to 1; it presupposes the updating machinery and forces the omitted likelihood term.",
    "reason": "A named guard against a degenerate Bayesian update where the detection likelihood P(null|present) is silently set to 1; it presupposes the updating machinery and forces the omitted likelihood term. Bayesian Updating supplies the prerequisite condition: Update beliefs with evidence. Absence Of Evidence Vs Evidence Of Absence operates against that background: A null finding becomes evidence against a claim only in proportion to how likely the search was to detect the claim had it been true. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "absence_of_evidence_vs_evidence_of_absence",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'one sharp lesson' within the broad apparatus of statistical_inference \u2014 the specific asymmetry that a null counts only in proportion to detection power.",
    "reason": "'one sharp lesson' within the broad apparatus of statistical_inference \u2014 the specific asymmetry that a null counts only in proportion to detection power. Statistical Inference supplies the genus: Reasoning from a finite, noisy sample back to the underlying population or process while explicitly quantifying the uncertainty that sampling introduces. Absence Of Evidence Vs Evidence Of Absence preserves that general structure while adding its differentia: A null finding becomes evidence against a claim only in proportion to how likely the search was to detect the claim had it been true. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "absorbing_state_under_restricted_modality": [
   {
    "child": "absorbing_state_under_restricted_modality",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An absorbing state is a configuration in a transition system one can enter but not leave with one's modality; it presupposes the state-machine apparatus (modality-relative reachability over a transition graph).",
    "reason": "An absorbing state is a configuration in a transition system one can enter but not leave with one's modality; it presupposes the state-machine apparatus (modality-relative reachability over a transition graph). State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Absorbing State Under Restricted Modality operates against that background: A state one can enter but not leave with one's available modality of action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "absorptive_capacity": [
   {
    "child": "absorptive_capacity",
    "parent": "internalization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absorptive capacity is a specific kind of internalization where external knowledge is taken inward and reconstituted as endogenous capability.",
    "reason": "Absorptive capacity is a specialization of internalization. The general pattern relocates an element from outside an agent to inside, so what was once external is now governed from within and operates without depending on the external source. Absorptive capacity instantiates this with the element being external knowledge: the system recognizes, assimilates, and applies outside insights via internal R&D, boundary-spanning roles, and prior related knowledge. The acquired knowledge becomes endogenous capability, no longer requiring sustained external transmission to operate, which is exactly the boundary-relocation move internalization names."
   },
   {
    "child": "absorptive_capacity",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absorptive capacity is a specific kind of learning where the agent acquires capability by recognizing and assimilating external knowledge.",
    "reason": "Absorptive capacity is a specialization of learning. The general pattern is the durable, experience-driven self-update of an agent's internal capability such that future performance changes. Absorptive capacity instantiates this with the experience being exposure to external knowledge and the update being internal processes that recognize, assimilate, and apply it. Prior related knowledge determines what can be acquired, which is the schema-formation mechanism learning depends on. It is learning specifically organized around uptake from outside sources rather than from direct experience or instruction."
   },
   {
    "child": "absorptive_capacity",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Ability to recognize, assimilate, and apply external knowledge is one specific latent resource within the broader reorganization-reserve that constitutes adaptive capacity.",
    "reason": "Ability to recognize, assimilate, and apply external knowledge is one specific latent resource within the broader reorganization-reserve that constitutes adaptive capacity. Adaptive Capacity supplies the genus: Ability to change. Absorptive Capacity preserves that general structure while adding its differentia: Ability to integrate knowledge. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "abstract_data_type": [
   {
    "child": "abstract_data_type",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An ADT 'includes the interface but is richer' \u2014 a behavioural contract (interface signatures PLUS invariants/laws) with a conformance relation and substitutability guarantee.",
    "reason": "An ADT 'includes the interface but is richer' \u2014 a behavioural contract (interface signatures PLUS invariants/laws) with a conformance relation and substitutability guarantee. ADT is built on interface. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Abstract Data Type operates against that background: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "abstract_data_type",
    "parent": "information_hiding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Abstract Data Type typically presupposes Information Hiding, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Information Hiding supplies the prerequisite condition: Deliberately concealing internal facts behind a stable public surface to control dependencies. Abstract Data Type operates against that background: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "abstract_work": [
   {
    "child": "abstract_work",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Abstract_work is the output of an abstraction operation when the result is a content-identity carried across swappable carriers \u2014 presupposes abstraction but adds the load-bearing instance-set and identity-criterion that abstraction-in-general lacks.",
    "reason": "Abstract_work is the output of an abstraction operation when the result is a content-identity carried across swappable carriers \u2014 presupposes abstraction but adds the load-bearing instance-set and identity-criterion that abstraction-in-general lacks. The 0.93 similarity is parent-to-product. Abstraction supplies the prerequisite condition: Focus on core elements. Abstract Work operates against that background: A content identity that persists across its concrete carriers, with an explicit criterion for which instance-variations preserve the work and which fork a new one. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "abstract_work",
    "parent": "type_token_distinction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abstract Work is the enriched work-and-carrier species of the bare type-and-token split, adding a content identity criterion, attribution, and lineage.",
    "reason": "Abstract Work is the enriched work-and-carrier species of the bare type-and-token split, adding a content identity criterion, attribution, and lineage. A Work is a repeatable identity distinct from its numerically distinct concrete realizations, with facts and operations routed separately to the shared identity and to each realization. The Work species adds culturally anchored content identity, a same-work boundary, producer attribution, and revision-versus-fork lineage."
   }
  ],
  "abstraction_in_art": [
   {
    "child": "abstraction_in_art",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abstraction in art is the specific shape abstraction takes when representational detail is stripped to isolate essential formal or conceptual properties.",
    "reason": "Abstraction in art is the structurally-particularized form abstraction takes in the aesthetic-creation case: the concrete original is the depictable subject, the purpose is heightened formal, emotional, or conceptual encounter, and the projection deliberately drops representational fidelity to amplify color, line, shape, and rhythm. It satisfies abstraction's three-part specification \u2014 concrete original, purpose, projection \u2014 particularized by the artistic-strategy commitment that what-remains-carries-all-the-weight."
   }
  ],
  "access_catchment": [
   {
    "child": "access_catchment",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Access catchment contains a threshold because its tolerance horizon is the critical cost value at which a candidate changes from included to excluded.",
    "reason": "Node, medium, and horizon jointly define the catchment; the horizon supplies the sharp membership response to time, distance, cost, latency, or effort. Threshold supplies an internal constituent: Safe vs harmful levels. Access Catchment requires that role within this mechanism: The set of users who can reach a node given friction and a tolerance horizon. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "access_control": [
   {
    "child": "access_control",
    "parent": "authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Access control is a specific kind of authority, exercising legitimate power to grant or deny actions on resources.",
    "reason": "Access control is a specialization of authority. The general pattern is legitimate power to make binding decisions that persist even when the subject would otherwise resist, residing in recognized roles rather than raw capability. Access control instantiates this with the binding decisions being authorization verdicts (grant or deny) over principal-action-resource triples, expressed in permissions, roles, or attribute rules. The policy is binding because the protected system recognizes the authorization layer's right to decide; the enforcement is legitimate domination over resource access, the Weberian shape of authority operating in computational systems."
   },
   {
    "child": "access_control",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Access control is a specific kind of constraint, restricting admissible principal-action-resource combinations to those satisfying a security policy.",
    "reason": "Access control is a specialization of constraint. The general pattern is a condition that restricts the set of admissible configurations to those satisfying it, with the feasible set as a first-class object. Access control instantiates this with the configurations being principal-action-resource combinations and the binding condition being a security policy: unauthorized combinations are not admissible candidates regardless of other merit. The authorization layer enforces the binding restriction at runtime, partitioning the space of attempted accesses into permitted and forbidden, which is exactly constraint's structural commitment."
   },
   {
    "child": "access_control",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Access control presupposes boundary because deciding who may cross into resources requires a demarcation between inside and outside.",
    "reason": "Access control determines whether a principal may perform an action on a resource, enforcing a policy that separates authorized from unauthorized access. The very operation requires a demarcation between protected and external \u2014 a boundary around the resource with controlled permeability. Boundary supplies the structural object: bounded entity, demarcation criterion, and selective crossing mechanism. Access control is then boundary specialized to digital and procedural resources, with the policy specifying the crossing rule. Without a boundary to enforce, there is no inside-outside distinction for access control to mediate."
   }
  ],
  "access_friction": [
   {
    "child": "access_friction",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An entry-asymmetric cost paid only at the crossing of a membership boundary; it presupposes a status boundary partitioning insiders from outsiders.",
    "reason": "An entry-asymmetric cost paid only at the crossing of a membership boundary; it presupposes a status boundary partitioning insiders from outsiders. Boundary supplies the prerequisite condition: Defines system limits. Access Friction operates against that background: An entry-asymmetric cost paid only by those crossing a membership boundary, shaping who is present rather than who is qualified. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "accidental_vs_essential_complexity": [
   {
    "child": "accidental_vs_essential_complexity",
    "parent": "complexity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Accidental Vs Essential Complexity is a specialization of Complexity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Complexity supplies the genus: Measures system intricacy. Accidental Vs Essential Complexity preserves that general structure while adding its differentia: A system's complexity splits into the irreducible difficulty of the problem and the removable difficulty introduced by the chosen approach. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "accommodation": [
   {
    "child": "accommodation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Accommodation is a specialization of Adaptation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Adaptation supplies the genus: Systems adjust to conditions. Accommodation preserves that general structure while adding its differentia: Systems modify internal structure or behavior in response to external pressures. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "accountability": [
   {
    "child": "accountability",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Accountability presupposes authority because answering for outcomes requires a recognized power-to-decide whose exercise can be traced and assessed.",
    "reason": "Accountability presupposes authority because the relation of answering for outcomes requires that some legitimately empowered party have exercised decision-making power whose results can be attributed and assessed. Without authority's framework of recognized binding decisions, there is no decision to answer for and no role-holder to hold answerable. Accountability operates by tracing outcomes back to authorized decision-makers and subjecting them to evaluation against the mandate their authority carries; the answerability relation is anchored to the structure of legitimate power."
   }
  ],
  "action_bias": [
   {
    "child": "action_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Action bias is a specific member of the bias family: the deviation toward acting over forbearing, produced by an attributional asymmetry in an accountable setting.",
    "reason": "Action bias is a specific member of the bias family: the deviation toward acting over forbearing, produced by an attributional asymmetry in an accountable setting. Genus-to-species. Bias supplies the genus: Systematic, directional error distinct from random noise. Action Bias preserves that general structure while adding its differentia: When acting and not acting have similar expected payoffs, decision-makers systematically prefer to act, because action is more visible and attributable than inaction, biasing choice toward doing something beyond what the payoff calculus justifies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "activation_energy": [
   {
    "child": "activation_energy",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Activation energy presupposes constraint because the barrier defines a binding threshold below which the process cannot proceed.",
    "reason": "Activation energy is the minimum threshold of energy or effort required to initiate a process before it proceeds spontaneously. This presupposes constraint: a condition that restricts the set of admissible configurations to those satisfying it, with the feasible set as a first-class object. The barrier acts as a binding restriction on the process: configurations below the threshold are not admissible candidates regardless of other merit, partitioning the dynamics into forbidden and feasible regimes. Without constraint's framing of binding thresholds, activation energy reduces to a numeric parameter rather than a structural gatekeeper."
   },
   {
    "child": "activation_energy",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Activation energy presupposes state and state transition because the energy threshold gates the transition between an initial state and a final state.",
    "reason": "Activation energy is the minimum threshold required to initiate a process before it proceeds spontaneously \u2014 the barrier separating an initial state from a final state. The construct is constitutively about state transitions: there is a starting state, an ending state energetically favorable to the starting one, and a barrier whose crossing constitutes the transition. State-and-state-transition supplies that architecture: distinct states with rule-governed transitions between them. Without an underlying state-transition framework, there is nothing for the threshold to gate and no transition for the activation energy to enable."
   },
   {
    "child": "activation_energy",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The trigger's threshold barrier \u2014 'one element of mobilization'.",
    "reason": "The trigger's threshold barrier \u2014 'one element of mobilization'. After the chemistry_materials frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Activation Energy adds the local frame and commitments expressed in its identity: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "activation_energy",
    "parent": "metastability",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Activation_energy is the barrier-magnitude scalar that is one of metastability's five ingredients; metastability is the whole geometry (local well and barrier and lower destination and kinetic isolation and masquerade window).",
    "reason": "Activation_energy is the barrier-magnitude scalar that is one of metastability's five ingredients; metastability is the whole geometry (local well and barrier and lower destination and kinetic isolation and masquerade window). After the chemistry_materials frame is stripped away, the retained structural roles are those of Metastability: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Activation Energy adds the local frame and commitments expressed in its identity: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "adaptive_radiation": [
   {
    "child": "adaptive_radiation",
    "parent": "branching_and_merging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adaptive radiation is a high-rate branching BURST gated jointly on an opportunity-opening event, a variable source population, and a niche structure that rewards differentiation \u2014 a specialization of the general branching-and-merging topology with rate and gating and niche-structure added.",
    "reason": "Adaptive radiation is a high-rate branching BURST gated jointly on an opportunity-opening event, a variable source population, and a niche structure that rewards differentiation \u2014 a specialization of the general branching-and-merging topology with rate + gating + niche-structure added."
   },
   {
    "child": "adaptive_radiation",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Adaptive Radiation is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Adaptive Radiation preserves that general structure while adding its differentia: A variable source population given access to a newly opened, niche-structured space of opportunity fans out rapidly into many specialized subtypes, then consolidates as niches saturate \u2014 a burst gated jointly on opportunity, variability, and niche structure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "adaptive_redirection": [
   {
    "child": "adaptive_redirection",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adaptive Redirection is the deliberate discontinuous-course species of adjustment to changed evidence, distinguished by preservation and redeployment from the old course.",
    "reason": "Adaptive Redirection is the deliberate discontinuous-course species of adjustment to changed evidence, distinguished by preservation and redeployment from the old course. A system changes its organization or behavior in response to conditions so it can continue pursuing function under a revised fit to the environment. The change selects a materially new course from a three-way option set and makes retained learning or capability from the disconfirmed course load-bearing in it."
   },
   {
    "child": "adaptive_redirection",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A redirection qualifies only when experience on the rejected course produces a durable update that is retained and used to select or execute the new course.",
    "reason": "A redirection qualifies only when experience on the rejected course produces a durable update that is retained and used to select or execute the new course. Adaptive Redirection is not a species of Learning; it is a course-selection event that depends on and redeploys a learning output. Remove the durable experience-driven update and the change becomes a restart, arbitrary switch, or externally forced reroute rather than adaptive redirection. Learning can occur without a course change, but this relation cannot preserve and redeploy prior evidence unless learning has already produced something durable."
   }
  ],
  "additive_bias": [
   {
    "child": "additive_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Additive bias is a specific member of the bias family: a direction-asymmetric search distribution over transformations that over-samples 'add' and under-visits 'remove'.",
    "reason": "Additive bias is a specific member of the bias family: a direction-asymmetric search distribution over transformations that over-samples 'add' and under-visits 'remove'. Bias supplies the genus: Systematic, directional error distinct from random noise. Additive Bias preserves that general structure while adding its differentia: When asked to improve a system, agents reliably reach first for adding a component and underweight removing one, so the search distribution over transformations is direction-asymmetric and long-lived systems accrete past their purpose-optimal complexity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "adjacency_pair": [
   {
    "child": "adjacency_pair",
    "parent": "absence_as_information",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A missing projected second-pair part must itself become a detected positive signal; without noticeable absence the child source says there is no adjacency pair.",
    "reason": "The first move creates the expectation and the unfilled second slot supplies the non-occurrence. Timeout, conversational silence, ritual breakdown, and procedural default are substrate-specific detectors of the same constituent."
   },
   {
    "child": "adjacency_pair",
    "parent": "setup_resolution_pair",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adjacency Pair is Setup-Resolution Pair specialized by noticeable absence, preference asymmetry, and an explicit repair affordance.",
    "reason": "Adjacency Pair is Setup-Resolution Pair specialized by noticeable absence, preference asymmetry, and an explicit repair affordance. The parent supplies the genus and can occur without the child; the child preserves it while adding commitments the parent does not require."
   }
  ],
  "adjudication_dispute_resolution": [
   {
    "child": "adjudication_dispute_resolution",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Adjudication and dispute resolution presupposes authority because the third party's binding determination requires legitimate power to settle contested claims.",
    "reason": "Adjudication and dispute resolution presupposes authority because the third party's role in examining competing claims and rendering a binding decision rests on legitimate power -- court, arbitrator, regulator, ombudsperson -- recognized as entitled to settle the dispute and enforce the outcome. Without authority's apparatus of obligations that persist against subject resistance, the adjudicator's reasoned determination has no binding force and disputants need not abide by it. Procedural legitimacy is authority earned through impartial process; adjudication is authority structured for dispute settlement. Authority supplies the prerequisite condition: The recognized, legitimate right to issue binding decisions within a defined scope, distinct from raw coercive force or mere persuasive influence. Adjudication (Dispute Resolution) operates against that background: Dispute resolution. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "adversarial_signal_imitation": [
   {
    "child": "adversarial_signal_imitation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Adversarial signal imitation presupposes Signaling because it can only copy a cue whose established relation to a hidden type already causes receivers to update.",
    "reason": "The attacker does not create credibility from nothing; it exploits an existing signal that receivers use to infer a hidden type. Signaling supplies the cue-to-type update rule and the separating cost or constraint whose informational value the imitator attempts to borrow."
   }
  ],
  "adverse_selection": [
   {
    "child": "adverse_selection",
    "parent": "information_asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adverse selection is the specific shape information asymmetry takes when hidden types skew the pool of willing participants pre-contract.",
    "reason": "Adverse selection is the specific shape information asymmetry takes when the unequal private knowledge concerns a type \u2014 a quality of a good, a risk profile, a willingness to repay \u2014 and the asymmetry operates before contract, sorting who shows up to transact. It is a structurally-particularized instance of one side holding material private knowledge the other cannot verify, with the added commitments that the hidden element is a fixed type rather than a chosen action, the distortion runs through self-selection of the worst-for-the-uninformed-party types into the transaction, and the equilibrium can degrade to market collapse."
   },
   {
    "child": "adverse_selection",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adverse Selection is selection specialized to hidden pre-contractual types whose unequal willingness to accept uniform terms degrades the participant pool.",
    "reason": "Adverse Selection contains Selection's eligible population, operative basis, differential passage, and shifted survivor composition. Potential transactors have different hidden types; uniform terms make participation more attractive to some types than others, so the pool that enters or remains is compositionally different from the eligible population. Adverse Selection adds private type information, an uninformed counterparty, pre-contract timing, an adverse direction from that counterparty's perspective, and possible iterative unraveling. Information Asymmetry remains an independent strict coordinate because generic selection need not involve unequal knowledge."
   }
  ],
  "agency_problem": [
   {
    "child": "agency_problem",
    "parent": "delegation_of_authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The agency problem presupposes delegation of authority because the principal-agent distortion only arises once decision-making is transferred to an agent.",
    "reason": "The agency problem presupposes delegation of authority because its entire structure requires a prior assignment of decision-making power from a principal to an agent who acts on the principal's behalf. Without that transfer of operational authority, there is no agent whose hidden interests and unobservable effort can diverge from the principal's. Delegation supplies the architecture \u2014 principal, agent, scope of decisions, accountability mechanism \u2014 that the agency problem then diagnoses as imperfect: divergence of interests plus information asymmetry yields welfare loss that contracts and monitoring can mitigate but rarely eliminate."
   },
   {
    "child": "agency_problem",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The agency problem typically presupposes information asymmetry because misaligned interests bite when the principal cannot fully observe the agent's actions.",
    "reason": "The agency problem typically presupposes information asymmetry because the costly divergence between principal and agent arises chiefly when the agent's actions, effort, or private knowledge are imperfectly observable, so the principal cannot verify compliance or condition payment on inputs. Without that observational gap, contracts could be written directly on the agent's action and agency loss would largely vanish. Symmetric-information principal-agent settings can still display misaligned objectives but typically reduce to standard contracting problems; the characteristic agency problem of moral hazard and adverse selection requires asymmetric private knowledge as its operating condition."
   },
   {
    "child": "agency_problem",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Agency_problem (principal-agent) PRESUPPOSES two agents, each satisfying agency's goal/world-model/action-selection triad.",
    "reason": "agency_problem (principal-agent) PRESUPPOSES two agents, each satisfying agency's goal/world-model/action-selection triad. It is a relational configuration built ON agency, not a kind-of agency \u2014 so the edge flavor is presupposes, not is-a."
   }
  ],
  "aggregate_marginal_divergence": [
   {
    "child": "aggregate_marginal_divergence",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The divergence is a diagnostic about READING an aggregate: it presupposes aggregation (the collapsing operation) and adds a heterogeneous mix, a stock/flow masking duration, and the opposite-direction-trends invariant.",
    "reason": "The divergence is a diagnostic about READING an aggregate: it presupposes aggregation (the collapsing operation) and adds a heterogeneous mix, a stock/flow masking duration, and the opposite-direction-trends invariant. 'presupposes aggregation but adds...'. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Aggregate-Marginal Divergence operates against that background: The aggregate trends one way while the next unit's contribution trends the other. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "aggregation": [
   {
    "child": "aggregation",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The aggregation rule taking micro states to macro regularities.",
    "reason": "The aggregation rule taking micro states to macro regularities. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Aggregation adds the local frame and commitments expressed in its identity: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "alertness": [
   {
    "child": "alertness",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Alertness is the standing-capacity position in a recognition pipeline (salience -> alertness -> attention); it conditions the noticing that attention then deploys.",
    "reason": "Alertness is the standing-capacity position in a recognition pipeline (salience -> alertness -> attention); it conditions the noticing that attention then deploys. It presupposes the attention apparatus while being the PREPARED state distinct from the DEPLOYED act. Attention supplies the prerequisite condition: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Alertness operates against that background: A standing capacity to notice, distinct from the act of attending. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "algorithm": [
   {
    "child": "algorithm",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An algorithm presupposes iteration because executing a finite sequence of prescribed steps that update state until termination is the iterative pattern.",
    "reason": "An algorithm is a finite, definite, effective procedure that transforms inputs to outputs through an ordered sequence of mechanically-executable steps with a termination condition. This presupposes iteration: the repeated application of a step with state carried between rounds, a stopping condition, and a notion of progress. Each algorithmic step consumes the prior state and produces the next, exactly the use-of-prior-output structure iteration requires. The termination guarantee and the progress measure that distinguishes a halting algorithm from a non-halting loop are the same structural commitments iteration specifies."
   },
   {
    "child": "algorithm",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An algorithm presupposes function because the procedure it specifies is precisely a mechanical way of realizing a deterministic input-to-output mapping.",
    "reason": "An algorithm presupposes function because the well-defined procedure it specifies makes sense only as the computational realization of a function from admissible inputs to results: same input, same output, without reference to the evaluator's state. Function supplies the single-valued dependency that the algorithm operationalizes by giving a finite, definite, effective sequence of steps that always produces the corresponding output. Without the prior availability of function as a deterministic mapping, there is no extensional behavior for the algorithmic procedure to compute, and its termination value would have no normative target."
   }
  ],
  "aliasing": [
   {
    "child": "aliasing",
    "parent": "discretization_induced_artifact",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Aliasing is a specialization of Discretization-Induced Artifact, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Discretization-Induced Artifact supplies the genus: Converting a continuous quantity into discrete buckets produces apparent structure that is a property of the bucket boundaries rather than of the underlying phenomenon. Aliasing preserves that general structure while adding its differentia: Sampling a signal below the rate its information content demands folds distinct high-frequency states onto identical low-frequency ones, fabricating false structure that masquerades as real signal. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "aliasing",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Aliasing presupposes Scale, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Scale supplies the prerequisite condition: Properties change with size. Aliasing operates against that background: Sampling a signal below the rate its information content demands folds distinct high-frequency states onto identical low-frequency ones, fabricating false structure that masquerades as real signal. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "alienation": [
   {
    "child": "alienation",
    "parent": "social_construction_of_reality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alienation presupposes the social construction of reality because the estranged element appears as external precisely through the objectivation phase of joint constitution.",
    "reason": "Alienation presupposes the social construction of reality because its defining inversion, that what is substantially the agent's own confronts them as external power, runs through the objectivation move at the heart of social construction: human activity produces patterns that come to be experienced as independent objective things, including by their producers. Without the prior availability of construction's externalization-objectivation-internalization cycle, there is no mechanism by which a constitutive relation could be inverted into an apparent estrangement. Alienation is the pathological reading of the same constitutive process."
   },
   {
    "child": "alienation",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alienation presupposes asymmetry because the estrangement it names is a directed inversion between an agent and what is constitutively their own.",
    "reason": "Alienation describes a condition in which agents become estranged from their own activity, products, or species-being such that the estranged element confronts them as external, opposed, or independent. The relation is constitutively non-interchangeable: the agent is the substrate that produced the element, while the element appears as an alien power dominating the agent. This directed inversion fails the swap-test \u2014 switching agent and product changes the situation fundamentally. Alienation is asymmetry with a particular content: a subject-substrate gap where the constitutive relation reads backwards from its proper direction."
   }
  ],
  "allocation": [
   {
    "child": "allocation",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Allocation presupposes scarcity because the assignment of finite supply across competing claimants only becomes a problem when demand exceeds supply.",
    "reason": "Allocation presupposes scarcity because the assignment of a limited supply across competing claimants only becomes a problem when demand exceeds supply such that giving to one denies to another. Without scarcity's structural condition that available quantity is insufficient to satisfy all simultaneous demands, no allocation choice is required \u2014 abundance permits all claims to be met without competition or trade-off. Scarcity supplies the structural-precondition that makes allocation a problem worth solving; allocation supplies the bare-assignment operation that resolves the resulting competition into a definite distribution."
   }
  ],
  "allometry_and_scaling_law": [
   {
    "child": "allometry_and_scaling_law",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Allometry and scaling law is a specialization of scaling and scale dependence that captures cross-size variation via power-law exponents.",
    "reason": "Allometry and scaling law is a specialization of scaling and scale dependence. Specifically, it instantiates the qualitative-change-with-scale pattern in the quantitative subclass where the relationship between size and another property follows Y proportional to X to the b, with the exponent b carrying the scaling regime's structural fingerprint. Like other scale-dependence claims, it asserts that what governs the system shifts with size; allometry is the subclass where that shift takes the specific shape of a power law whose exponent recurs across seemingly unrelated systems."
   }
  ],
  "amaras_law": [
   {
    "child": "amaras_law",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Amara's Law is bias specialized to opposite-signed forecast errors at short and long horizons around a nonlinear realization curve.",
    "reason": "It inherits systematic directional deviation rather than random error and adds linear projection from a salient early signal, missed near-term friction, and under-compounded long-term diffusion."
   }
  ],
  "ambidexterity_exploit_vs_explore": [
   {
    "child": "ambidexterity_exploit_vs_explore",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ambidexterity is a specialization of adaptive capacity in which the held reserve is the parallel ability to explore and to exploit.",
    "reason": "Ambidexterity is a specialization of adaptive capacity in which the latent reserve that supports reorganization is the simultaneous capability to exploit existing competencies and to explore new ones. It inherits adaptive capacity's general structure as the second-tier reserve enabling reconfiguration when disturbances exceed first-tier scope, and specializes by fixing the reserve's content to a dual capability with different structures, processes, and incentives. The exploration arm supplies novel options for reconfiguration; the exploitation arm sustains current performance during transition. Their joint maintenance is what makes the organization able to adapt without collapsing operations."
   }
  ],
  "amplification": [
   {
    "child": "amplification",
    "parent": "founder_effect",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The 'conservative propagation' that re-broadcasts the founding draw is an amplification step.",
    "reason": "The 'conservative propagation' that re-broadcasts the founding draw is an amplification step. After the physics frame is stripped away, the retained structural roles are those of Founder Effect: A small unrepresentative initial subset starts a new population through a narrow gate, and its idiosyncratic composition is amplified into the descendant's durable identity. Amplification adds the local frame and commitments expressed in its identity: Increase signal or disturbance. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "analogy": [
   {
    "child": "analogy",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Analogy is a specialization of comparison in which the alignment rule is structural role-mapping rather than feature-matching.",
    "reason": "Analogy is a kind of comparison specialized by its alignment mechanism: the items compared are entire domains, and the alignment rule projects structural roles and relations from a source domain onto a target domain rather than matching surface features. It inherits comparison's commitment to placing items under a shared frame with an alignment rule producing a relational output, and supplies the specific case where commensurability is achieved through relational role-correspondence, licensing inferences in the target by transporting the source's relational structure across the mapping."
   },
   {
    "child": "analogy",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Analogy presupposes abstraction because mapping relational roles between domains requires those roles to have been abstracted away from surface features.",
    "reason": "Analogy presupposes abstraction because mapping between two domains by relational role rather than surface similarity requires those roles to have been abstracted from their concrete embedding in each domain. Without abstraction's purpose-relative retention of structure \u2014 selecting load-bearing features while discarding the rest \u2014 the source domain's relational skeleton could not be lifted from its specific contents to project onto the target. Abstraction supplies the structure-extracting operation that makes the source's roles transportable; analogy supplies the cross-domain mapping that uses those abstracted roles to license inferences in the target."
   }
  ],
  "anchoring": [
   {
    "child": "anchoring",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Anchoring is a kind of heuristic: an initial reference point yields a fast judgment that is systematically biased toward the anchor.",
    "reason": "Anchoring substitutes proximity-to-the-anchor for full deliberation, producing rapid numerical estimates by adjustment from an initial reference rather than by exhaustive analysis. That is the defining profile of a Heuristic \u2014 a simplified rule trading speed and cognitive cost against accuracy, with characteristic systematic error in some environments. Anchoring specializes heuristic to numeric judgment under reference-point exposure, with the predictable signature that the anchor's value pulls final answers toward it even when uninformative."
   },
   {
    "child": "anchoring",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Anchoring is a specialization of bias in which the systematic displacement is toward an initial reference point that resists adjustment.",
    "reason": "Anchoring is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern by locating the mechanism in insufficient adjustment from a salient initial value: even arbitrary or explicitly-irrelevant anchors pull subsequent judgments toward themselves in a consistent direction that more deliberation does not erase. It satisfies bias's defining signature -- a sign and offset surviving averaging -- with the offset traced to the anchor stimulus and its imperfect adjustment, distinguishing it within the broader catalog of cognitive biases."
   }
  ],
  "anthropomorphism": [
   {
    "child": "anthropomorphism",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Anthropomorphism presupposes a concept of agency because it projects an agentive interpretation onto a target whose agency has not been established.",
    "reason": "Without an observer-side category of goal-directed agency, surface cues could prompt resemblance or pattern recognition but could not support the distinctive inference that the target intends, understands, wants, or acts for reasons."
   },
   {
    "child": "anthropomorphism",
    "parent": "theory_of_mind",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Theory-of-Mind inference is a typical internal mechanism of Anthropomorphism when the projected human likeness includes beliefs, desires, emotions, or understanding.",
    "reason": "Many central cases use a human mental-state model to explain a target's behavior, but some anthropomorphic attributions stop at human form, voice, temperament, or social role without a rich model of hidden mental states; the component is therefore typical rather than strict."
   }
  ],
  "anti_commons_tragedy": [
   {
    "child": "anti_commons_tragedy",
    "parent": "property_rights",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The anti-commons forms ON the property-rights substrate: it is a failure mode of a particular rights configuration (exclusion rights fragmented so finely that re-assembling consent is prohibitive).",
    "reason": "The anti-commons forms ON the property-rights substrate: it is a failure mode of a particular rights configuration (exclusion rights fragmented so finely that re-assembling consent is prohibitive). Presupposes property_rights as its medium."
   }
  ],
  "antifragility": [
   {
    "child": "antifragility",
    "parent": "stressor_induced_adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Antifragility is a specialization of stressor-induced adaptation in which the system's response curve to volatility is convex and gains accumulate from stress.",
    "reason": "Antifragility specializes stressor-induced adaptation by fixing the response shape: where the parent pattern names the general inverted relationship between short-run difficulty and long-run capacity gain, antifragility specifies a convex response curve to volatility \u2014 accelerating upside with bounded downside \u2014 so the system positively gains from disorder up to some dose. Where the parent allows linear or merely robust gain from controlled stress, antifragility's particularization requires that the curve's convexity make exposure to variability strictly better than steady conditions."
   }
  ],
  "applicability_scope": [
   {
    "child": "applicability_scope",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Applicability Scope typically presupposes Boundary, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "'A boundary is the inclusion-exclusion edge in the abstract; applicability scope is the boundary-declaration ATTACHED to an artifact and FORWARD-PUBLISHED for its consumers, with a scope-check at the use site.' The boundary is the edge; applicability_scope is the published, checkable envelope around it. Presupposes a boundary. Boundary supplies the prerequisite condition: Defines system limits. Applicability Scope operates against that background: An artifact publishes a bounded region of conditions under which its outputs or guarantees hold, so consumers can detect out-of-scope use before it causes harm. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "approach_avoidance_conflict": [
   {
    "child": "approach_avoidance_conflict",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approach-avoidance conflict is a specific kind of preference where a single goal carries both positive and negative valence simultaneously.",
    "reason": "Approach-avoidance conflict is a specialization of preference. The general pattern is an agent's ordering over a choice set on some evaluative dimension, with a choice set, evaluator, ordering relation, and context. Approach-avoidance instantiates this with a single goal that simultaneously holds positive and negative valence, producing approach and avoidance gradients that are functions of proximity. The ordering relation is internally conflicted: at the crossover point neither dominates, yielding oscillation rather than stable selection. It is preference with the specific structural feature that valences are coupled rather than aligned on a single dimension."
   },
   {
    "child": "approach_avoidance_conflict",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approach-avoidance conflict is a specialization of trade-offs in which the conflicting valences are bound to a single goal rather than spread across options.",
    "reason": "Approach-avoidance conflict is a specialization of trade-offs. Specifically, it instantiates the multidimensional-coupling pattern -- two valued dimensions improving one requires worsening the other -- with the additional structure that both dimensions attach to the same goal: the same choice promises simultaneous reward and cost. Like other trade-offs, it precludes a single-dimensional ranking; approach-avoidance is the intrapersonal subclass where gradient steepness as a function of proximity generates the characteristic oscillation rather than a static frontier."
   }
  ],
  "approximation": [
   {
    "child": "approximation",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approximation is the specific shape representation takes when the medium deliberately differs from the target by a bounded, named error.",
    "reason": "Representation is the structured mapping of a target onto a medium that preserves selected features under a stated convention. Approximation is the particular shape this mapping takes when the convention is explicit error-tolerance: a tractable surrogate stands in for the intractable target, and the gap between them is controlled and named \u2014 strict bound, asymptotic estimate, or probabilistic guarantee. It is a structurally-particularized instance of representation in which the faithfulness claim is explicitly weakened to a known tolerance the use case can absorb."
   }
  ],
  "arbitrage_finance": [
   {
    "child": "arbitrage_finance",
    "parent": "arbitrage_generalized",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Financial arbitrage is a specialization of generalized arbitrage in which the boundary being exploited is between asset markets or contract types.",
    "reason": "Financial arbitrage is a specialization of generalized arbitrage in which the boundary across which discrepancies are exploited is between markets, platforms, or contract types for the same or economically equivalent asset, and the discrepancy is a price gap. It inherits the general pattern of systematically exploiting differentials across boundaries to capture value while pushing toward convergence, and specializes by fixing the units to prices, the boundaries to financial venues, and the exploitation to simultaneous purchase-and-sale yielding near-risk-free profit. The corrective action enforces price discovery, the financial analogue of arbitrage's general convergence-pressure effect."
   }
  ],
  "arbitrage_generalized": [
   {
    "child": "arbitrage_generalized",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Arbitrage (Generalized) presupposes Equilibrium, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Equilibrium supplies the prerequisite condition: Balanced state. Arbitrage (Generalized) operates against that background: Exploiting a discrepancy in price, value, or perception across a boundary that friction keeps from equilibrating, extracting the spread until it closes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "arbitrariness_of_symbolic_conventions": [
   {
    "child": "arbitrariness_of_symbolic_conventions",
    "parent": "signifier_signified_duality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Arbitrariness of symbolic conventions presupposes signifier\u2013signified duality because the arbitrary link binds the two faces of the sign.",
    "reason": "Arbitrariness of symbolic conventions presupposes signifier\u2013signified duality because the arbitrariness claim \u2014 that no intrinsic property of form determines meaning \u2014 is precisely a claim about the relation between signifier and signified faces. Without the two-faced sign structure that duality provides, there would be no relation whose arbitrariness could be asserted. The conventional fixing by community is the binding force that holds the two faces together in the absence of natural motivation."
   }
  ],
  "archetype": [
   {
    "child": "archetype",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Archetype is a kind of invariance: a structural core of a character, role, or pattern preserved across cultures, media, and historical periods.",
    "reason": "An archetype is a structural template \u2014 character traits, narrative functions, symbolic configurations \u2014 that recurs across cultures, periods, and media with a stable core recognizable beneath surface variation. The named feature (the structural core) is preserved under the named family of transformations (cultural, temporal, medial reskinning). That is the defining shape of Invariance. Archetype specializes invariance by fixing the preserved feature as a humanly recognizable template and the transformations as cross-cultural reinstantiation."
   },
   {
    "child": "archetype",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Archetype is a kind of recurrence: the same structural template reappears across cultures, media, and historical periods.",
    "reason": "An archetype is identified by its reappearance: the same structural template \u2014 hero, trickster, threshold, transformation \u2014 turns up across cultures, periods, and representational media with regularities audiences recognize. That repeated reappearance of a stable pattern across instances is the defining content of Recurrence. Archetype specializes recurrence by naming the kind of pattern that recurs (a structural template for character, role, or narrative) and the dimension across which it recurs (cultural and historical instantiation)."
   },
   {
    "child": "archetype",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Archetype is a specialization of schema that supplies a recurrent narrative or character template instantiable across cultural surfaces.",
    "reason": "Archetype is a specialization of schema. Specifically, it instantiates the type-level-representation-with-slot-structure pattern in the cultural-narrative subclass: defining traits, relations, and functions (Hero's journey beats, Trickster's transgression, Mentor's transmission) form the schema's structural core, while particular characters fill the variable roles. Like other schemas, it guides perception, interpretation, and memory of category instances; archetypes are the subclass whose template recurs across cultures and media with sufficient regularity to be recognized rapidly without explicit instruction."
   }
  ],
  "aspectual_individual": [
   {
    "child": "aspectual_individual",
    "parent": "criteria_of_individuation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Treating an entity-under-an-aspect as a distinct bearer presupposes rules for sameness, difference, counting, and persistence.",
    "reason": "Aspectual Individual claims that a base and the same base under a fixed aspect are distinct countable bearers with different existence conditions. That claim cannot be stated without prior criteria deciding what counts as one entity, when two presentations remain the same base, and what persistence conditions belong to the derived bearer. Criteria of Individuation supplies those rules without collapsing the occupied-aspect bearer into a mere role."
   }
  ],
  "associative_memory": [
   {
    "child": "associative_memory",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Associative memory presupposes network because content-addressable retrieval through proximity in representational space requires a connection pattern over storage units.",
    "reason": "Associative memory stores and retrieves items by content rather than by separate address, with proximity in representational space driving recall. Hopfield made this precise as a network of symmetrically coupled units settling into stored patterns as fixed-point attractors of an energy function. This presupposes network: a set of entities with pairwise connections studied at the level of connection pattern, where structure carries enough explanatory power to predict flows, reachability, and dynamics. Without the coupling pattern among units supplying the attractor landscape, content-addressed retrieval has no mechanism."
   },
   {
    "child": "associative_memory",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associative memory is a specialization of search and retrieval in which the access key is the stored content itself rather than a separate address.",
    "reason": "Associative memory is a specialization of search and retrieval in which storage and lookup are content-addressable: stored items are accessed through cues sharing their representational space, so a partial or noisy cue retrieves the full or linked item. It inherits the general search-and-retrieval commitment of locating relevant items from a larger store under speed and accuracy constraints, and specializes by collapsing the key-versus-address distinction: similarity in the representation space drives recall, with energy-function attractors making nearby cues converge onto stored patterns."
   }
  ],
  "associativity": [
   {
    "child": "associativity",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associativity is a kind of symmetry: the regrouping transformation leaves the result of a binary operation unchanged.",
    "reason": "Associativity says that (a o b) o c equals a o (b o c) for all elements, so the result is unchanged under the transformation that regroups the parenthesization. That is the precise algebraic claim of symmetry: invariance under a specified group of transformations, here the regrouping action on operand strings. Associativity specializes symmetry by fixing the operation as a binary combiner and the preserved feature as the value of finite combinations independent of grouping."
   },
   {
    "child": "associativity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associativity is a specialization of invariance whose preserved feature is the result of an operation under regrouping of operands.",
    "reason": "Associativity is a specialization of invariance. Specifically, it names the case in which the family of transformations is the regrouping of operands by parentheses and the preserved feature is the value produced by the binary operation. Like every invariance claim, it commits jointly to a preserved feature and the operations preserving it; associativity is the subclass where the operations are parenthesizations and the algebraic consequence -- unambiguous expressions written without explicit grouping -- underwrites group theory, monoids, semigroups, and the rest of abstract algebra."
   }
  ],
  "assumption": [
   {
    "child": "assumption",
    "parent": "epistemic_mode_of_a_proposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Assumption is a specialization of Epistemic Mode Of A Proposition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Epistemic Mode Of A Proposition supplies the genus: The same proposition can be held in different epistemic modes \u2014 asserted-fact, assumption, axiom, hypothesis, premise, belief, conjecture \u2014 and the mode, independent of the content, gates which operations are licensed on it: you may provisionally rely on an assumption, must test a hypothesis, cannot refute an axiom within its system, must discharge a premise. Assumption preserves that general structure while adding its differentia: A proposition treated as true for the purposes of some reasoning without being currently demonstrated within it, forming the load-bearing layer between what is given and what is concluded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "asymmetric_attack_defense_cost": [
   {
    "child": "asymmetric_attack_defense_cost",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'the specific adversarial case where the inequality is a per-unit COST RATIO on a non-discriminating channel' \u2014 a specialization of bare asymmetry with a saturation threshold and a five-move intervention catalogue.",
    "reason": "'the specific adversarial case where the inequality is a per-unit COST RATIO on a non-discriminating channel' \u2014 a specialization of bare asymmetry with a saturation threshold and a five-move intervention catalogue. Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Attack Defense Cost preserves that general structure while adding its differentia: On a shared channel, the cost ratio between producing harm and producing correction determines whether defense is sustainable by effort or requires structural redesign. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "asymmetric_flux": [
   {
    "child": "asymmetric_flux",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Genus-to-species \u2014 asymmetric flux is asymmetry embedded in a TRANSPORT structure, adding the accumulation-under-symmetric-forcing invariant (net transport survives equalised forcing because the boundary, not the force, governs direction).",
    "reason": "Genus-to-species \u2014 asymmetric flux is asymmetry embedded in a TRANSPORT structure, adding the accumulation-under-symmetric-forcing invariant (net transport survives equalised forcing because the boundary, not the force, governs direction). Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Flux preserves that general structure while adding its differentia: A direction- or channel-selective boundary drives accumulation even under symmetric forcing. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "asymmetric_flux",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The selective boundary's residual net transport creates a constitutive Accumulation on the favored side.",
    "reason": "Remove the build-up and the pattern reduces to unequal transport coefficients rather than Asymmetric Flux's defining puzzle: a quantity piles up even under apparently symmetric forcing until a sink, saturation, or back-pressure limits it."
   }
  ],
  "asymmetric_interface_tolerance": [
   {
    "child": "asymmetric_interface_tolerance",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Asymmetric Interface Tolerance presupposes Interface, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Asymmetric Interface Tolerance operates against that background: At any interface, each side's strictness in enforcing the spec is an independent design parameter, and the four combinations produce qualitatively different long-term equilibria. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "asymmetric_interface_tolerance",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Names a tunable design parameter that produces asymmetric outcomes across four combinations; it uses/produces asymmetry rather than being a kind of the general relational-imbalance prime.",
    "reason": "Names a tunable design parameter that produces asymmetric outcomes across four combinations; it uses/produces asymmetry rather than being a kind of the general relational-imbalance prime. Asymmetry supplies the prerequisite condition: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Interface Tolerance operates against that background: At any interface, each side's strictness in enforcing the spec is an independent design parameter, and the four combinations produce qualitatively different long-term equilibria. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "asymmetric_screening": [
   {
    "child": "asymmetric_screening",
    "parent": "screening",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A 'specific, disciplined variant' of screening \u2014 a cheap first-pass filter deliberately tuned to forbid one error type and tolerate the other, sized against a downstream-cost budget.",
    "reason": "A 'specific, disciplined variant' of screening \u2014 a cheap first-pass filter deliberately tuned to forbid one error type and tolerate the other, sized against a downstream-cost budget. Generic accuracy-tuned screening is not this prime. Screening supplies the genus: Inducing self-revelation. Asymmetric Screening preserves that general structure while adding its differentia: A cheap, deliberately one-sided-error filter gates an expensive authoritative check. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "asymmetry": [
   {
    "child": "asymmetry",
    "parent": "symmetry",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asymmetry and symmetry are interdefinable structural complements \u2014 each is precisely what the other is not under a stated transformation.",
    "reason": "Symmetry and asymmetry are interdefinable complements: symmetry is invariance under a named transformation group (the swap-test passes), while asymmetry is the failure of invariance under the same swap (the swap-test fails). Neither is prior; each is the structural negation of the other relative to a specified operation, and the diagnostic for one is the diagnostic for the other inverted. The framing depends on naming the transformation; once named, the two faces \u2014 preserved vs. not preserved \u2014 exhaust the possibilities. Asymmetry is defined as follows: Directed imbalance in a relation whose two sides are not interchangeable under swap. Symmetry is defined as follows: Invariance under transformation. Each identity supplies a contrast or condition needed to state the other. Making either endpoint foundationally prior would discard that co-definition, so the relation is mutual and remains outside the acyclic directed topology."
   }
  ],
  "asymptotic_behavior": [
   {
    "child": "asymptotic_behavior",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asymptotic behaviour is 'a special, disciplined kind of approximation' \u2014 the limiting move of keeping only the dominant term and classifying by growth class.",
    "reason": "Asymptotic behaviour is 'a special, disciplined kind of approximation' \u2014 the limiting move of keeping only the dominant term and classifying by growth class. A specialization of approximation. Approximation supplies the genus: Good-enough representation. Asymptotic Behavior preserves that general structure while adding its differentia: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "asymptotic_behavior",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "It is 'the sharper structural claim' / 'a powerful special case' of scale-dependent reasoning \u2014 in the limit behaviour collapses to a small ordered lattice of growth classes.",
    "reason": "It is 'the sharper structural claim' / 'a powerful special case' of scale-dependent reasoning \u2014 in the limit behaviour collapses to a small ordered lattice of growth classes. Scaling and Scale Dependence supplies the genus: Patterns and constraints change qualitatively across different scales. Asymptotic Behavior preserves that general structure while adding its differentia: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "attentional_capacity": [
   {
    "child": "attentional_capacity",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attentional capacity presupposes attention because it is the resource-pool measure of attention's selective bandwidth.",
    "reason": "Attentional capacity names the finite pool of selective-attention bandwidth a bounded agent can deploy at one moment. It presupposes the prior pattern of attention itself: the selective allocation of a limited cognitive resource that gates which inputs are processed deeply. Without attention as a gating mechanism enforcing scarcity, there is no resource-pool to measure and no characteristic failure modes (interference, slowing, capture) to predict. Attentional capacity quantifies the bound that attention's framing already commits to as absolute."
   },
   {
    "child": "attentional_capacity",
    "parent": "channel_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Attentional_capacity is 'one instance among many' of the substrate-free throughput bound (alongside copper wires, axons, court dockets).",
    "reason": "Attentional_capacity is 'one instance among many' of the substrate-free throughput bound (alongside copper wires, axons, court dockets). channel_capacity is the general parent; attentional_capacity is the cognitive specialization. Add channel_capacity as a parent of attentional_capacity. Channel Capacity supplies the genus: Any information-bearing medium has a hard upper bound on reliable throughput that effort cannot exceed. Attentional Capacity preserves that general structure while adding its differentia: Finite pool of selection bandwidth whose exceeded supply degrades processing through interference, slowing, or capture. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "attestation": [
   {
    "child": "attestation",
    "parent": "authentication",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Attestation binds identity to evidence via a verifiable tamper-evident mark, which is exactly authentication's evidence-binding structure specialized to non-repudiable marks.",
    "reason": "Attestation binds identity to evidence via a verifiable tamper-evident mark, which is exactly authentication's evidence-binding structure specialized to non-repudiable marks. Authentication supplies the genus: Binding an asserted identity or origin to admissible evidence through a procedure that yields a verdict, before trust, access, or weight is granted. Attestation preserves that general structure while adding its differentia: A verifiable, principal-binding, tamper-evident mark lets a third party confirm who committed to what. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "attractor_selection_and_basin_control": [
   {
    "child": "attractor_selection_and_basin_control",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attractor selection and basin control presupposes equilibrium because the attractors being selected are stable equilibrium states in the system's dynamics.",
    "reason": "Attractor selection and basin control directs a system's long-term dynamics toward one of multiple possible stable states by manipulating initial conditions, boundary conditions, or basin geometry. This presupposes equilibrium: the state in which opposing forces balance so no net change occurs along balanced dimensions, with stability defined by Lyapunov-style criteria for whether perturbations decay. The attractors are precisely such stable equilibria, and the basins are the regions of state space whose trajectories converge to them. Without equilibrium's framework of balanced steady states with characterized stability, there is no attractor for control to select toward."
   },
   {
    "child": "attractor_selection_and_basin_control",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attractor selection and basin control presupposes state and state transition because shifting which basin a trajectory falls into requires a state space with attractors.",
    "reason": "Attractor selection and basin control directs a system's long-term dynamics toward one of multiple stable states by manipulating initial conditions or shifting basin boundaries in state space. The mechanism only makes sense within a state-and-state-transition framework: states are the points in the dynamic landscape, the transition relation defines flows, and attractors are subsets toward which trajectories converge. Without an underlying state space with transition dynamics, there are no basins to reshape and no attractors to select among. The control operation is parasitic on the state-machine structure."
   }
  ],
  "auction_theory": [
   {
    "child": "auction_theory",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Auction theory presupposes allocation because auctions are mechanisms for assigning scarce items to claimants under a specified rule.",
    "reason": "Auction theory presupposes allocation because its subject matter is the assignment of scarce items \u2014 licenses, contracts, art, financial instruments \u2014 to claimants whose willingness to pay differs and is privately known. Without allocation's prior structure of dividing limited supply among competing demands, there is no problem for an auction format to solve. Auction theory inherits the general allocation problem and supplies a family of rule structures \u2014 English, Dutch, sealed-bid, double, combinatorial \u2014 that turn bids into assignments, then studies how format choice affects efficiency, revenue, information revelation, and collusion-resistance of the resulting allocation."
   },
   {
    "child": "auction_theory",
    "parent": "mechanism_design",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Auction theory is a specialization of mechanism design focused on rules that allocate items by extracting and comparing private bids.",
    "reason": "Auction theory is a specialization of mechanism design in which the desired outcome is allocation of a small set of items and the rule structure is restricted to bid-based formats that extract private valuations through competitive offers. It inherits mechanism design's general inversion \u2014 start with the desired equilibrium, search for rules implementing it under private information and self-interest \u2014 and specializes by fixing the implementation class to auctions. The analysis then asks which auction format induces equilibrium bidding strategies that deliver efficiency, revenue, or robustness, treating format as a design variable subject to the general mechanism-design framework."
   }
  ],
  "authority_delegation_under_uncertainty": [
   {
    "child": "authority_delegation_under_uncertainty",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prime explicitly self-describes as distinguished from \"standard delegation\" by the uncertainty condition \u2014 a genuine subtype of delegation of authority.",
    "reason": "Prime explicitly self-describes as distinguished from \"standard delegation\" by the uncertainty condition \u2014 a genuine subtype of delegation of authority. Delegation of Authority supplies the genus: Assign responsibility. Authority Delegation Under Uncertainty preserves that general structure while adding its differentia: Preposition decision authority at operational levels for contingencies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "authority_handoff": [
   {
    "child": "authority_handoff",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Authority handoff is the transition PROTOCOL by which a role's binding authority (plus its operational state) moves between occupants without breaking; it presupposes authority (the thing transferred).",
    "reason": "Authority handoff is the transition PROTOCOL by which a role's binding authority (plus its operational state) moves between occupants without breaking; it presupposes authority (the thing transferred). Authority is the state, handoff the transition."
   }
  ],
  "autonomy": [
   {
    "child": "autonomy",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Autonomy is a claim about WHERE directive right sits (on the inner side of a scoped boundary); it presupposes authority as the substance whose location it specifies.",
    "reason": "autonomy is a claim about WHERE directive right sits (on the inner side of a scoped boundary); it presupposes authority as the substance whose location it specifies."
   }
  ],
  "autopoiesis": [
   {
    "child": "autopoiesis",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Autopoiesis is a specific kind of homeostasis where the regulated variable is the system's own component-production network maintaining its identity.",
    "reason": "Autopoiesis is a specialization of homeostasis. The general pattern is closed-loop self-regulation holding key variables within bands against disturbances via sensor-comparator-actuator feedback. Autopoiesis instantiates this with the regulated variable being the network of processes that produces the system's own components: the system continuously regenerates the parts that produce the network that produces them. The homeostatic loop is recursive, regulating the existence of the regulator itself rather than a separately-specified variable like temperature or glucose. It is homeostasis directed at the system's own constitutive process rather than a downstream physiological variable."
   },
   {
    "child": "autopoiesis",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Autopoiesis presupposes boundary because the self-producing system's identity requires a boundary that distinguishes it from its environment and is itself produced internally.",
    "reason": "Autopoiesis is the structural pattern of self-production in which a system continuously produces the components that compose it, with a boundary distinguishing it from its environment that is itself produced and maintained by the same internal processes. This presupposes boundary: the conceptual structure marking demarcation between an entity and what is outside, with the demarcation criterion, permeability, and bounded entity as integrated components. Without boundary's framing of operative inside-outside separation, the autopoietic system has no inside to maintain and no outside against which to distinguish itself, and self-production has nothing to be self about."
   },
   {
    "child": "autopoiesis",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Autopoiesis is a specialization of reflexivity in which the system's components produce the very network of processes that produces them.",
    "reason": "Autopoiesis is a specialization of reflexivity in which the self-referential loop runs through production rather than observation: the system's components are produced by the network of processes whose persistence requires those components, so identity is constituted by the self-sustaining production loop. It inherits the general reflexivity commitment that a system's operations on itself become inputs that shape its own behavior, and specializes by making the operation component production and the closure the boundary-maintaining cycle that distinguishes the system from its environment."
   }
  ],
  "axiom": [
   {
    "child": "axiom",
    "parent": "epistemic_mode_of_a_proposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Axiom is a specialization of Epistemic Mode Of A Proposition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Axiom is another single mode (foundationally-true-within-a-system, do-not-refute-from-within). One value of the mode dimension. Epistemic Mode Of A Proposition supplies the genus: The same proposition can be held in different epistemic modes \u2014 asserted-fact, assumption, axiom, hypothesis, premise, belief, conjecture \u2014 and the mode, independent of the content, gates which operations are licensed on it: you may provisionally rely on an assumption, must test a hypothesis, cannot refute an axiom within its system, must discharge a premise. Axiom preserves that general structure while adding its differentia: A claim a system declines to derive \u2014 a load-bearing starting point accepted without proof so that the rest of the structure can be built on top of it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "backcasting": [
   {
    "child": "backcasting",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backcasting is a specific foresight method that fixes a desired future state and works backward to identify required precursor steps.",
    "reason": "Backcasting is a specialization of foresight whose distinctive move is starting from a defined desirable future endpoint and reasoning backward through the precursor conditions, milestones, and choices required to reach it from the present. It inherits foresight's commitment to structured anticipation that turns the future into an object of disciplined inquiry shaping present action, and supplies the specific normative-trajectory component of the methods stack \u2014 contrasting with forecasting and scenario exploration by treating the future state as given and the path to it as the inquiry."
   },
   {
    "child": "backcasting",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backcasting is the specific shape modal reasoning takes when one fixes a desired future state and works backward through possible paths to the present.",
    "reason": "Modal reasoning evaluates claims across a structured space of alternative possibilities, asking what must, might, or would be the case across accessible alternatives. Backcasting is the particular shape this reasoning takes in foresight practice: a desired future state is fixed as an anchor, and the reasoner traces backward through possible trajectories that could reach it, identifying necessary intermediate conditions and decision points. It is a structurally-particularized instance of possibility-space navigation in which the target world is held fixed and the accessibility relation is run in reverse from future to present."
   }
  ],
  "backpressure": [
   {
    "child": "backpressure",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backpressure is a specific negative-feedback loop whose controlled variable is capacity-headroom and whose effect is to throttle production toward the bottleneck rate \u2014 a specialization of feedback (the genus, which also covers positive/non-throttling loops).",
    "reason": "Backpressure is a specific negative-feedback loop whose controlled variable is capacity-headroom and whose effect is to throttle production toward the bottleneck rate \u2014 a specialization of feedback (the genus, which also covers positive/non-throttling loops). Feedback supplies the genus: Outputs influence inputs. Backpressure preserves that general structure while adding its differentia: A return signal from a downstream stage throttles upstream production to its own capacity, converting a one-way push into a two-way conversation that holds the system at the bottleneck's throughput instead of accumulating hidden queue debt. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "backtracking": [
   {
    "child": "backtracking",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Backtracking is a disciplined SEARCH strategy (a navigated decision tree with rollback); a specialization of the general search problem.",
    "reason": "Backtracking is a disciplined SEARCH strategy (a navigated decision tree with rollback); a specialization of the general search problem. Search and Retrieval supplies the genus: Locate and extract information. Backtracking preserves that general structure while adding its differentia: Extend a partial solution one step at a time and reverse the most recent commitment as soon as a constraint proves it cannot succeed, preserving earlier work. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "bargaining_power": [
   {
    "child": "bargaining_power",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bargaining power is an asymmetry specialized to unequal credible exit, delay, and replacement options that shifts attainable terms between actors.",
    "reason": "Bargaining power is an asymmetry specialized to unequal credible exit, delay, and replacement options that shifts attainable terms between actors. Both require a role exchange that does not preserve the operative relation: swapping the actors changes their available alternatives, dependence, and ability to determine the result. Bargaining power fixes the asymmetric quantity to the cost and credibility of nonagreement options and requires that disparity to affect negotiated, posted, or settled terms."
   }
  ],
  "baseline_deviation": [
   {
    "child": "baseline_deviation",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Baseline deviation is an observation placed in a shared frame against a declared reference and read off as a departure \u2014 a comparison specialized to (observation vs reference), promoting the departure to a first-class published fact.",
    "reason": "Baseline deviation is an observation placed in a shared frame against a declared reference and read off as a departure \u2014 a comparison specialized to (observation vs reference), promoting the departure to a first-class published fact. Presupposes comparison as the underlying place-in-shared-frame operation."
   }
  ],
  "basis": [
   {
    "child": "basis",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Basis is a Set and Membership structure specialized by spanning, independence, and minimality relative to a combining rule.",
    "reason": "A Basis is definitionally a generating set whose members are selected from a space and whose identity is determined by binary membership. It inherits collection-as-object and element identity, then adds a combining rule, spanning, independence, and minimality. Ordinary sets need not generate a space or satisfy those constraints, so the parent remains broader."
   }
  ],
  "batch_processing": [
   {
    "child": "batch_processing",
    "parent": "batch_size",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Batch processing is an operational practice that presupposes and exploits a chosen batch-size parameter; it uses the tradeoff curve rather than being a kind of size.",
    "reason": "Batch processing is an operational practice that presupposes and exploits a chosen batch-size parameter; it uses the tradeoff curve rather than being a kind of size. Batch Size supplies the prerequisite condition: The granularity at which a stream of work is grouped, trading setup cost amortised per item against flow, delay, risk, and feedback-lag costs that rise with the group \u2014 producing an interior optimum. Batch Processing operates against that background: Collect many discrete work-items so a costly setup is paid once and amortised over the group, trading lower per-item cost for higher per-item latency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "batch_size": [
   {
    "child": "batch_size",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Batch size is a specific structured trade-off \u2014 a fixed-per-batch cost that amortizes against a per-item flow cost that rises, with a convex U-shaped total-cost curve (EOQ sqrt law) plus coupling-of-fate and feedback-lag riders.",
    "reason": "Batch size is a specific structured trade-off \u2014 a fixed-per-batch cost that amortizes against a per-item flow cost that rises, with a convex U-shaped total-cost curve (EOQ sqrt law) plus coupling-of-fate and feedback-lag riders. A computable specialization of the generic trade-off schema. Trade-offs supplies the genus: Balancing competing priorities. Batch Size preserves that general structure while adding its differentia: The granularity at which a stream of work is grouped, trading setup cost amortised per item against flow, delay, risk, and feedback-lag costs that rise with the group \u2014 producing an interior optimum. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "bayesian_cue_integration": [
   {
    "child": "bayesian_cue_integration",
    "parent": "precision_weighting",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bayesian cue integration is precision weighting specialized to several partly independent simultaneous cues about one latent quantity, with inverse-variance fusion and a lower-variance combined estimate.",
    "reason": "It inherits precision weighting's rule that evidence influence scales with estimated inverse variance, then adds the differentia of parallel, partly independent cues to one latent quantity and the reciprocal-of-summed-precisions variance result. Precision weighting also applies outside that parallel-cue case."
   }
  ],
  "bayesian_updating": [
   {
    "child": "bayesian_updating",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bayesian Updating is a kind of inductive reasoning: it ampliatively revises beliefs from particular evidence toward broader conclusions.",
    "reason": "Bayesian updating revises a prior probability distribution over hypotheses by combining it with the likelihood of new evidence, producing a posterior whose conclusions go beyond what the evidence logically guarantees and retain explicit residual uncertainty. That is the defining structure of Inductive Reasoning \u2014 ampliative inference from particular observations to broader generalizations with characteristic uncertainty. Bayesian updating specializes induction by supplying a formal calculus for the credit-and-debit of belief across hypotheses given new data."
   },
   {
    "child": "bayesian_updating",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bayesian updating presupposes probability because the prior-times-likelihood-equals-posterior rule operates on probability distributions over hypotheses.",
    "reason": "Bayesian updating presupposes probability because the entire mechanism -- prior, likelihood, posterior, evidence -- is defined as probability distributions whose combination follows Bayes' theorem within Kolmogorov's axioms. The graded uncertainty Bayesian inference maintains across hypotheses is a probability assignment over a sample space; the conditioning operation that produces the posterior is probability's conditioning rule. Without probability's apparatus of coherent numerical weights, additivity, and conditioning, there is no prior to update and no posterior to compute; Bayesian updating is probability theory's central inference move. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Bayesian Updating operates against that background: Update beliefs with evidence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "bayesian_updating",
    "parent": "conditional_probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bayesian Updating typically presupposes Conditional Probability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Conditional Probability supplies the prerequisite condition: Re-normalize a probability measure to the information context that is taken as given. Bayesian Updating operates against that background: Update beliefs with evidence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "beachhead_market": [
   {
    "child": "beachhead_market",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A beachhead presupposes resources too scarce to dominate the full target at once, making concentration on a narrow winnable foothold necessary.",
    "reason": "The strategy begins from resources insufficient for the large target and gains leverage by concentrating them where they can cross a local dominance threshold. If the whole territory can be taken and consolidated at once, the narrow entry, staged consolidation, and converting-adjacency logic are no longer a beachhead response."
   }
  ],
  "belief_formation": [
   {
    "child": "belief_formation",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Belief Formation is a specialization of Interpretation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Belief Formation preserves that general structure while adding its differentia: Commitment-transition by which an agent comes to hold a proposition as true and act accordingly. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "bijectivity": [
   {
    "child": "bijectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bijectivity is a Function Mapping specialized by the conjunction of no collisions and no gaps, which yields a unique inverse.",
    "reason": "A bijection retains the declared domain, codomain, and single-valued rule of Function Mapping, then requires both injectivity and surjectivity. Most functions fail one or both requirements, so Bijectivity is the strict reversible specialization rather than a synonym for mapping."
   },
   {
    "child": "bijectivity",
    "parent": "injectivity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Bijectivity contains Injectivity as its no-collision half; removing distinctness preservation leaves a surjection rather than a bijection.",
    "reason": "The bijective conjunction requires distinct inputs to land on distinct outputs. Without that invariant, every target may still be reached, but multiple sources can collide and the inverse is not uniquely defined. Injectivity is therefore a strict constituent inside Bijectivity, not a broader object that contains it."
   },
   {
    "child": "bijectivity",
    "parent": "surjectivity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Bijectivity contains Surjectivity as its no-gap half; removing full codomain coverage leaves an injection rather than a bijection.",
    "reason": "The bijective conjunction requires every declared target to have a source. Without that invariant, collisions may still be absent, but unused codomain elements prevent a two-sided inverse over the declared collections. Surjectivity is therefore the second strict constituent inside Bijectivity."
   }
  ],
  "binding_problem": [
   {
    "child": "binding_problem",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The binding problem arises only after a whole's features have been separated into independently processed streams whose original co-occurrence must be recovered.",
    "reason": "Binding is the inverse problem created by successful decomposition: features have already been extracted along separate channels, and no one channel retains the information needed to reconstruct which features belonged together. Without that prior separation there is no lost pairing to recover and therefore no binding problem, although binding is not itself a kind of decomposition."
   }
  ],
  "bioaccumulation": [
   {
    "child": "bioaccumulation",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation presupposes Asymmetry: it requires intake to exceed elimination, a directed imbalance between two coupled rates.",
    "reason": "Bioaccumulation is the buildup of a substance in an organism because uptake from the environment exceeds the rates of metabolic clearance and excretion. The phenomenon depends on a directed imbalance between two coupled fluxes \u2014 intake and outflow are not interchangeable, and swapping their magnitudes reverses the outcome. That is the structure of Asymmetry: a relation whose two sides are not exchangeable, with one privileged or larger than the other. Bioaccumulation presupposes asymmetry as the kinetic condition that makes net accumulation possible."
   },
   {
    "child": "bioaccumulation",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation presupposes flow because it names the net retention that occurs when an inflow of a substance exceeds the organism's outflow capacity.",
    "reason": "Bioaccumulation presupposes flow because it describes the structural condition in which a substance enters an organism faster than it is metabolized, excreted, or otherwise eliminated, producing net buildup over time. The very notion of accumulation requires the prior availability of directional transfer of a quantity across the organism's boundary, with rates of entry and exit, conservation, and sinks. Flow supplies that general transport apparatus; bioaccumulation is what happens when inflow systematically outruns outflow in a biological compartment."
   },
   {
    "child": "bioaccumulation",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation is a specialization of aggregation in which the items collapsed into a summary are repeated intakes of a substance and the retained feature is total body burden.",
    "reason": "Bioaccumulation is a specialization of aggregation in which the items being collapsed into a unified summary are successive intakes of a substance and the retained quantity is the net body burden over time. It inherits the general aggregation commitment that many granular inputs are reduced into a single composite measure that captures chosen features while suppressing item-level detail. Its specialization is that the aggregating function is biological retention: intakes minus elimination accumulate into a single concentration variable whose value carries the toxicologically relevant information."
   },
   {
    "child": "bioaccumulation",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Progressive concentration of a substance = a stock integrating uptake minus clearance; the biological instance of the stock-flow integral.",
    "reason": "Progressive concentration of a substance = a stock integrating uptake minus clearance; the biological instance of the stock-flow integral. Add accumulation as a parent; keep aggregation;asymmetry;flow."
   }
  ],
  "biofouling": [
   {
    "child": "biofouling",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Biofouling is a specialization of Accumulation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Accumulation supplies the genus: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Biofouling preserves that general structure while adding its differentia: Opportunistic matter accumulates at a working interface, charging a cost for occupation, not activity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "birthday_problem": [
   {
    "child": "birthday_problem",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The birthday problem is a specific named consequence of probability \u2014 the sqrt(K) saturation of match-any-pair events, driven by quadratic pair-counting.",
    "reason": "The birthday problem is a specific named consequence of probability \u2014 the sqrt(K) saturation of match-any-pair events, driven by quadratic pair-counting. Presupposes the probability machinery it specializes (it is 'one named consequence', not the subject)."
   }
  ],
  "black_box_vs_white_box_distinction": [
   {
    "child": "black_box_vs_white_box_distinction",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Black-box / white-box distinction presupposes abstraction because choosing whether to expose internal mechanism is a purpose-relative decision about retained structure.",
    "reason": "The black-box / white-box distinction names the methodological choice between treating a system's internals as unknowable or irrelevant versus specifying them in detail. The choice is constitutively about what structure to retain for a purpose: black-box analysis keeps only input-output behavior; white-box analysis keeps the mechanism. Abstraction supplies the underlying operation \u2014 purpose-relative retention of structure, with explicit decisions about what is kept and what is dropped. The black-box/white-box distinction specializes abstraction by naming two canonical retention policies and the methodological tradeoffs between them for prediction, control, and explanation."
   }
  ],
  "black_swan_high_impact_low_probability_events": [
   {
    "child": "black_swan_high_impact_low_probability_events",
    "parent": "foresight",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Black swan reasoning presupposes foresight because it requires a disciplined anticipatory stance to bound the unbounded space of high-impact surprises.",
    "reason": "Black swan reasoning presupposes foresight because identifying high-impact, low-probability events that fall outside standard expectations requires an anticipatory stance that explicitly maps uncertainty and the limits of one's operative models. Without foresight's commitment to structured anticipation of plural futures, weak signals, and the inadequacy of single-point prediction, there is no frame in which the black-swan category is meaningful \u2014 it would simply collapse into unforeseen accident. Foresight supplies the disciplined inquiry into tail uncertainty that makes the black-swan concept operationally usable for preparing under fundamental unpredictability."
   },
   {
    "child": "black_swan_high_impact_low_probability_events",
    "parent": "uncertainty",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Black swans are the specific shape uncertainty takes for high-impact events that fall outside prior models and get rationalized only after they occur.",
    "reason": "Uncertainty is the structural condition of incomplete or contested knowledge, including deep uncertainty where the space of possibilities is not fully characterized. Black swans are the particular shape this condition takes for events that combine apparent rarity given operative models, outsized impact, and retrospective predictability. They live in the deep-uncertainty band \u2014 outside the model's anticipated tail \u2014 and become subject to post-hoc rationalization. A structurally-particularized instance of uncertainty whose specific signature is model-misspecification at the tail combined with impact disproportionate to anticipated routine variance."
   }
  ],
  "blinding": [
   {
    "child": "blinding",
    "parent": "selective_information_severance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Blinding is the experiment-design/bias-control specialization (sever the treatment-assignment channel to the evaluator).",
    "reason": "Blinding is the experiment-design/bias-control specialization (sever the treatment-assignment channel to the evaluator). Selective Information Severance supplies the genus: Deliberately cutting an information channel on a need-to-know basis, so a party cannot act on, be biased by, or leak information it never receives. Blinding preserves that general structure while adding its differentia: Deliberately withholding a specific piece of information from a decision-maker so a downstream judgment cannot be contaminated by it \u2014 a targeted severance of a bias channel. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "blockage_release_dynamics": [
   {
    "child": "blockage_release_dynamics",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains growth of a stored upstream load as net inflow exceeds outflow.",
    "reason": "Without the time-integrated stock behind the barrier, release magnitude cannot exceed the original flow rate and the defining deferred peak disappears. Accumulation supplies an internal constituent: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "blockage_release_dynamics",
    "parent": "flow",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains a flow that would otherwise pass continuously through the system.",
    "reason": "Without a moving quantity intercepted by the barrier, there is nothing to impound, accumulate, temporally compress, or discharge downstream. Flow supplies an internal constituent: Structured movement of energy, matter, or information. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "blockage_release_dynamics",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains a barrier-capacity threshold that separates holding from discontinuous discharge.",
    "reason": "Without a critical capacity, overtopping, breach, rupture, or removal does not produce the abrupt state boundary that ends storage and begins release. Threshold supplies an internal constituent: Safe vs harmful levels. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "blocking_in_experimental_design": [
   {
    "child": "blocking_in_experimental_design",
    "parent": "confounding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Blocking presupposes confounding because the technique exists specifically to neutralize known nuisance variables that would otherwise confound the treatment effect.",
    "reason": "Blocking partitions experimental units into groups matched on a known nuisance variable, so that comparisons of treatments occur within blocks where that variable is held effectively constant \u2014 neutralizing its capacity to confound. Without confounding's machinery \u2014 the principle that third variables associated with both treatment and outcome distort the causal estimate \u2014 there would be no diagnosis identifying which variables to block on and no rationale for the within-block comparison structure. Confounding supplies the bias mechanism that blocking is specifically engineered to counter."
   },
   {
    "child": "blocking_in_experimental_design",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Blocking is the specific shape experimental design takes when known nuisance variability is absorbed by stratifying units before randomization.",
    "reason": "Blocking is the particular form experimental design takes when the investigator already knows the population is heterogeneous along an identifiable nuisance dimension. By partitioning units into matched groups and running each treatment within every block, blocking removes that variability from the error term rather than leaving it as noise, sharpening the causal estimate. The general architecture of principled comparison under randomization is here specialized to handle known systematic heterogeneity through stratified assignment, preserving exchangeability within blocks while controlling between-block variance."
   }
  ],
  "bloom_and_bust_cycle": [
   {
    "child": "bloom_and_bust_cycle",
    "parent": "overshoot_and_collapse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bloom_and_bust is the POPULATION-LEVEL instance of the arc (explosive growth on an abundant input then self-poisoning crash); overshoot_and_collapse is the general genus.",
    "reason": "Bloom_and_bust is the POPULATION-LEVEL instance of the arc (explosive growth on an abundant input then self-poisoning crash); overshoot_and_collapse is the general genus. Overshoot and Collapse supplies the genus: An enabling input that is beneficial at low levels crosses an assimilation ceiling and inverts into a self-amplifying degrading load, depleting a secondary resource and locking in a hysteretic worse regime that does not reverse when the input is removed. Bloom And Bust Cycle preserves that general structure while adding its differentia: Saturating growth collapses, and the collapse itself becomes a second, often larger, stressor. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "bootstrapping": [
   {
    "child": "bootstrapping",
    "parent": "recursion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bootstrapping presupposes recursion because each stage must use products of an earlier stage to construct the next stage until the target system can sustain itself.",
    "reason": "The minimal seed does not jump directly to the finished system. It produces a capability that is fed back as an input to produce the next capability, repeating the same self-lifting relation across stages. Without recursive reuse of prior-stage output, the process is ordinary initialization from an external scaffold rather than bootstrapping."
   }
  ],
  "bottleneck": [
   {
    "child": "bottleneck",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A bottleneck presupposes dependency because the slowest-element-governs-the-whole pattern only obtains in a chain of dependent operations.",
    "reason": "A bottleneck presupposes dependency because the binding-local-constraint-governs-global-rate signature only obtains where operations are linked by directed reliance into chains or networks. Without dependency's structure \u2014 one stage cannot proceed unless its upstream input is supplied \u2014 there is no chain whose throughput could be capped by its slowest link, and improving non-bottleneck elements would not be wasted. Dependency supplies the coupling that makes throughput a system property rather than a sum of independent rates; the bottleneck is then the specific node where that coupling becomes the binding constraint."
   },
   {
    "child": "bottleneck",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A bottleneck is the specific shape a constraint takes when one stage's limited capacity binds the throughput of an entire pipeline.",
    "reason": "A bottleneck is the specific shape constraint takes in a chained-throughput system: the binding restriction is localized to a single stage whose capacity caps the aggregate rate, so improvements anywhere else fall outside the feasible-gain set. Where constraint names any binding restriction on admissible configurations, bottleneck particularizes it to serial or networked production, where the slowest element defines the feasible throughput envelope. Relieving non-bottleneck elements is structurally non-binding; only the bottleneck moves the global rate, making it the operative constraint."
   },
   {
    "child": "bottleneck",
    "parent": "cut",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Bottleneck is typically a specialization of Cut, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Cut supplies the genus: A partition of a network's vertices and the crossing edges, converting global connectivity into a local edge-set. Bottleneck preserves that general structure while adding its differentia: The single limiting stage that caps an entire system's throughput. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "bottom_up_perspectives": [
   {
    "child": "bottom_up_perspectives",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Bottom-up perspectives is typically the specific shape emergence takes when distributed local contributions aggregate into a higher-level account without central design.",
    "reason": "Emergence is the appearance, at a higher level of organization, of properties not attributable to lower-level constituents and not trivially predictable from them. Bottom-up perspectives is typically the specific shape this pattern takes in analytical and governance practice: many distributed local inputs aggregate into a higher-level system, product, or policy that is itself an emergent artifact rather than a pre-specified design. It is a structurally-particularized instance of emergence whose specific machinery is aggregation of local contributions, though some bottom-up practices are coordinated rather than emergent, hence typical."
   }
  ],
  "boundary_critique": [
   {
    "child": "boundary_critique",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Boundary critique is the specific shape reflexivity takes when an analysis turns back on its own implicit choice of system boundary.",
    "reason": "Reflexivity is the pattern in which a system's observations or models about itself become inputs that shape its own behavior, producing a self-referential loop between description and described. Boundary critique is the particular shape this move takes for systems analysis: every analysis depends on an implicit choice of what is inside the system, and the analysis must turn back on that choice, surfacing and questioning the boundary judgment as part of the work. A structurally-particularized instance of reflexivity in which the self-reference is the analyst's framing choice being made an object of the analysis itself."
   },
   {
    "child": "boundary_critique",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundary critique presupposes boundary because the reflective questioning of inside-versus-outside choices requires a prior boundary to be drawn and made explicit.",
    "reason": "Boundary critique is the reflective practice of surfacing and questioning the implicit choice of what counts as inside versus outside a system analysis, which structurally requires that a boundary is already operative or proposed. Without the boundary prime's substrate \u2014 a demarcation between an entity and what is outside it, with attendant flows, membership, and accountability \u2014 there would be nothing for the critique to inspect, no normative or strategic stakes in where the line is drawn, and no alternative boundaries to consider."
   }
  ],
  "boundary_disclosure_card": [
   {
    "child": "boundary_disclosure_card",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A Boundary Disclosure Card typically presupposes the producer-consumer reuse interface at which its standardized facts must be encountered.",
    "reason": "The card is attached at an artifact's reuse boundary so that a downstream consumer encounters the disclosure at the decision point. Interface supplies that producer-consumer crossing, while the card is the disclosure surface attached there rather than the operative contract governing interaction."
   },
   {
    "child": "boundary_disclosure_card",
    "parent": "provenance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "A Boundary Disclosure Card contains Provenance when its schema includes origin or lineage among the facts attached to the reusable artifact.",
    "reason": "When origin matters for safe reuse, the card carries a provenance slot alongside contents, limits, hazards, expiry, or dependencies. The live identity requires a small selected fact set but does not require provenance specifically; a valid nutrition, capability, or hazard card can omit origin."
   }
  ],
  "boundary_signal_spillover": [
   {
    "child": "boundary_signal_spillover",
    "parent": "escape_and_leakage",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Boundary signal spillover is leakage specialized to a signal escaping its intended audience boundary through a permeable carrier.",
    "reason": "It inherits unintended passage beyond a containment scope and adds an adjacent audience, its independent receiver-side calculus, and overflow of an apparatus sized only for the target audience."
   }
  ],
  "boundary_state_loss": [
   {
    "child": "boundary_state_loss",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundary state loss requires a carrier boundary across which a bounded artifact must convey state.",
    "reason": "The loss event is defined at a transition between carriers or contexts; remove the boundary and there is no handoff at which encoding capacity can discard state, although the boundary is the site rather than the loss itself."
   }
  ],
  "bounded_rationality": [
   {
    "child": "bounded_rationality",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bounded rationality presupposes decision because it describes how real decision-makers operate under cognitive and informational constraints.",
    "reason": "Bounded rationality is the structural claim that real decision-makers operate under binding limits on information, capacity, and time that shape their choice processes. The claim only has content where a decision is being made \u2014 an agent selecting among alternatives under constraint. Decision supplies the act of selecting one alternative from a set, committing future resources, and closing off other paths; bounded rationality presupposes that selection event as its subject matter, then specifies that real agents do not perform it as unconstrained optimizers but as satisficers searching local neighborhoods."
   },
   {
    "child": "bounded_rationality",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bounded rationality is the specific shape constraint takes when the binding restrictions act on cognitive, informational, and time resources of decision-makers.",
    "reason": "Constraint is a condition that restricts admissible configurations or choices to those satisfying it, with the feasible set as a first-class object of analysis. Bounded rationality is the particular shape this pattern takes when the restrictions act not on physical configurations but on the cognitive, informational, and computational resources available to a decision-maker. The agent's choice process is bounded by binding limits on these resources, producing local search and aspiration-based stopping. A structurally-particularized instance of constraint whose specific binding dimensions are cognition, information, and time."
   }
  ],
  "bracketing": [
   {
    "child": "bracketing",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bracketing typically presupposes Framing, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Framing supplies the prerequisite condition: Presentation shapes perception. Bracketing operates against that background: Deliberately suspending a held frame from operative use within a scoped inquiry. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "braess_paradox": [
   {
    "child": "braess_paradox",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Braess's paradox is about the GAP between the selfish equilibrium and the social optimum, and how added capacity widens it \u2014 a property of equilibrium SELECTION over load-sensitive edges.",
    "reason": "Braess's paradox is about the GAP between the selfish equilibrium and the social optimum, and how added capacity widens it \u2014 a property of equilibrium SELECTION over load-sensitive edges. Presupposes equilibrium (it is not equilibrium itself but a phenomenon of its selection)."
   }
  ],
  "branch_and_bound": [
   {
    "child": "branch_and_bound",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Branch and bound is the specific shape decomposition takes for combinatorial optimization, partitioning the solution space into prunable subsets.",
    "reason": "Branch and bound is the specific shape decomposition takes when applied to combinatorial optimization. The general decomposition pattern breaks a whole into constituent parts such that the parts, properly combined, reconstitute the whole and enable independent analysis. Branch and bound instantiates this by recursively partitioning the solution space into subsets (branches), computing bounds on each subset's optimal value, and pruning subsets whose bound proves they cannot contain the optimum. The decomposition is into mutually exclusive subsets that together cover the original space, with bounding supplying the structural reason that allows whole regions to be dismissed without exploration."
   },
   {
    "child": "branch_and_bound",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Branch and bound is a specialization of optimization that implicitly enumerates the feasible set by recursive partitioning and bound-driven pruning.",
    "reason": "Branch and bound is a specialization of optimization in which the search apparatus is implicit enumeration: the feasible set is recursively partitioned (branching), upper and lower bounds on the optimal objective within each subset are computed (bounding), and subsets provably unable to contain the optimum are pruned. It inherits the general optimization commitment of finding the best element of a specified set under stated constraints with respect to a stated objective, and specializes by giving that search the divide-and-conquer-plus-pruning shape that drives modern integer and mixed-integer programming solvers."
   },
   {
    "child": "branch_and_bound",
    "parent": "backtracking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Branch-and-bound is backtracking PLUS bounding' \u2014 the same commit-check-rollback skeleton augmented with an optimisation bound.",
    "reason": "'Branch-and-bound is backtracking PLUS bounding' \u2014 the same commit-check-rollback skeleton augmented with an optimisation bound. backtracking is the base/genus, branch_and_bound the optimisation child. Add backtracking as parent (additive; branch_and_bound keeps optimization;decomposition). Backtracking supplies the genus: Extend a partial solution one step at a time and reverse the most recent commitment as soon as a constraint proves it cannot succeed, preserving earlier work. Branch and Bound preserves that general structure while adding its differentia: Systematic search with pruning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "branching_and_merging": [
   {
    "child": "branching_and_merging",
    "parent": "versioning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Branching and merging presupposes versioning because forks and merges only make sense when distinct artifact states are identified, retained, and diffable.",
    "reason": "Branching and merging requires that distinct states of an artifact be separately identifiable, retrievable, and comparable, because a fork creates a divergent parallel state that must coexist with the trunk and a merge must reconcile two prior states into one. Without versioning's stable identifiers, retained history, and computable differences between states, there is no substrate on which divergence and reconvergence operate \u2014 the fork would have nothing to address and the merge would have no priors to reconcile."
   },
   {
    "child": "branching_and_merging",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Branching and merging presupposes state and state transition because forks and merges are operations that take prior states to new states.",
    "reason": "Branching and merging operates on a substrate of identifiable system states and rule-governed transitions between them: a fork is a transition that produces two child states from a parent, and a merge is a transition that reconciles two parent states into one child. The pattern cannot exist without the underlying commitment that the system has a state space and a transition relation; the fork-and-merge operations are themselves a specific structure imposed on that more general state-transition machinery."
   }
  ],
  "brandolinis_law": [
   {
    "child": "brandolinis_law",
    "parent": "asymmetric_attack_defense_cost",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brandolini's law is asymmetric attack-defense cost specialized to cheap corruptive claims and evidence-heavy correction on a shared information channel.",
    "reason": "Brandolini retains the parent's non-discriminating channel, harmful and corrective flows, per-unit production-cost ratio, bounded defense capacity, saturation threshold, and need to redesign the ratio or channel. It fixes the attack to false or low-quality claims, the defense to fact-checking and contextual reconstruction, and adds an audience-overlap gap."
   }
  ],
  "bricolage": [
   {
    "child": "bricolage",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bricolage presupposes a fixed, heterogeneous inventory whose insufficiency rules out acquiring purpose-built inputs.",
    "reason": "Recombining what is already at hand is the defining response to constrained availability; if arbitrary new materials can be obtained, the fixed-inventory structure that distinguishes bricolage disappears."
   }
  ],
  "brinkmanship": [
   {
    "child": "brinkmanship",
    "parent": "commitment_device",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brinkmanship is 'a specific and unusual case' of commitment_device \u2014 the constraint is a probability-ramping process toward a SHARED catastrophe, making a STOCHASTIC catastrophe credible by ceding control (vs a generic device locking in a certain action).",
    "reason": "Brinkmanship is 'a specific and unusual case' of commitment_device \u2014 the constraint is a probability-ramping process toward a SHARED catastrophe, making a STOCHASTIC catastrophe credible by ceding control (vs a generic device locking in a certain action). Commitment Device supplies the genus: A self-imposed constraint that binds one's own future choices. Brinkmanship preserves that general structure while adding its differentia: Deliberately raising a stochastic risk of shared catastrophe, using the rising probability as a bargaining lever. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "brinkmanship",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brinkmanship is a specialization of Coercion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Brinkmanship preserves that general structure while adding its differentia: Deliberately raising a stochastic risk of shared catastrophe, using the rising probability as a bargaining lever. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "broken_windows_theory": [
   {
    "child": "broken_windows_theory",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Broken windows is a positive-feedback signal-inference-response loop with a density threshold (same algebra as an epidemic R0-crossing) \u2014 a specialization of feedback restricted to agents inferring a hidden enforcement-cost regime from observable disorder residue.",
    "reason": "Broken windows is a positive-feedback signal-inference-response loop with a density threshold (same algebra as an epidemic R0-crossing) \u2014 a specialization of feedback restricted to agents inferring a hidden enforcement-cost regime from observable disorder residue. Feedback supplies the genus: Outputs influence inputs. Broken Windows Theory preserves that general structure while adding its differentia: Visible unrepaired disorder signals weakened enforcement, lowering the perceived cost of further violation in a self-reinforcing cascade. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "buffering": [
   {
    "child": "buffering",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Buffering presupposes reserve because the absorbing capacity that buffering uses to smooth variation is precisely a maintained surplus.",
    "reason": "Buffering presupposes reserve because the capacity it deploys \u2014 to absorb perturbation between source and consumer, smoothing variation and decoupling rate mismatches \u2014 is precisely a maintained surplus held beyond immediate need. Without reserve's prior structure of deliberately uncommitted capacity available for use when demand spikes or supply dips, buffering would have nothing to draw on. Buffering inherits the reserve framework and supplies a specific deployment pattern: the surplus is positioned between two coupled stages so that excess input fills the reserve and deficit demand drains it, transforming variable flow into steadier output."
   },
   {
    "child": "buffering",
    "parent": "decoupling_point",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Buffering is the framed or domain-specific realization of Decoupling Point; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the chemistry_materials frame is stripped away, the retained structural roles are those of Decoupling Point: The buffered interface where a flow splits from forecast-driven push upstream into order-driven pull downstream, and whose position sets the lead-time, inventory, and customisation trade-offs. Buffering adds the local frame and commitments expressed in its identity: A maintained intermediate capacity that absorbs excess and releases it during shortfall, smoothing variation and decoupling a source from a consumer whose rates do not match. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "bulkhead_pattern": [
   {
    "child": "bulkhead_pattern",
    "parent": "partition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The bulkhead pattern is partition specialized by sibling isolation and local-failure containment.",
    "reason": "A bulkhead divides a shared critical resource into non-overlapping sibling compartments, adding bounded cross-coupling and the differentia that exhaustion or failure in one block must not drain the others."
   }
  ],
  "bycatch": [
   {
    "child": "bycatch",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bycatch is what a false-positive RATE becomes when it acts on the world \u2014 the real-world non-target capture, with a magnitude-asymmetry and ledger-invisibility dimension the bare error taxonomy lacks.",
    "reason": "Bycatch is what a false-positive RATE becomes when it acts on the world \u2014 the real-world non-target capture, with a magnitude-asymmetry and ledger-invisibility dimension the bare error taxonomy lacks. Built on the Type-I/false-positive category; presupposes it. 'Bycatch is the impact-and-visibility structure built on top of the bare error category.'. Type I & Type II Errors supplies the prerequisite condition: False positive/negative. Bycatch operates against that background: A selective process aimed at one target class also captures non-target classes because of the selector's finite specificity, and the harm persists because the success metric counts only the target. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "bypassed_safeguard": [
   {
    "child": "bypassed_safeguard",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A bypassed safeguard presupposes a protective control (a constraint installed to prevent a hazard) that operators route around under production pressure; it is a failure mode OF a constraint, built on the safeguard it disables.",
    "reason": "A bypassed safeguard presupposes a protective control (a constraint installed to prevent a hazard) that operators route around under production pressure; it is a failure mode OF a constraint, built on the safeguard it disables. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Bypassed Safeguard operates against that background: A protective control is systematically routed around by the very operators it was meant to protect, because it imposes friction against a production task and the workaround is locally rewarded and globally invisible until the rare hazard arrives. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "bypassed_safeguard",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bypassed Safeguard is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Bypassed Safeguard preserves that general structure while adding its differentia: A protective control is systematically routed around by the very operators it was meant to protect, because it imposes friction against a production task and the workaround is locally rewarded and globally invisible until the rare hazard arrives. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "bystander_effect": [
   {
    "child": "bystander_effect",
    "parent": "responsibility_diffusion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The bystander effect presupposes responsibility diffusion because the decline in any individual's likelihood of acting is driven by responsibility spreading across the group.",
    "reason": "The bystander effect is the pattern in which each potential intervenor's probability of acting decreases as the number of co-present others rises. Responsibility diffusion \u2014 the structural paradox by which spreading obligation across multiple agents reduces each agent's felt personal accountability \u2014 is the mechanism producing that decrease. Without responsibility diffusing across the pool, additional bystanders would not weaken any individual's motivation to act. The bystander effect is therefore the emergency-intervention manifestation of the diffusion pattern, presupposing it as the engine of declining per-agent action probability."
   },
   {
    "child": "bystander_effect",
    "parent": "coordination_problem_and_equilibrium_selection",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The bystander effect is the specific shape coordination problems take when multiple potential helpers must align on who acts but lack a focal mechanism.",
    "reason": "Coordination problems arise when multiple stable equilibria exist and agents must align on one without the decision structure uniquely selecting an answer. The bystander effect is the particular shape this pattern takes in emergency intervention: many co-present potential helpers each face the equilibrium-selection question of who should act, with no built-in mechanism designating one. Diffused responsibility, pluralistic ignorance, and evaluation apprehension prevent any equilibrium from being uniquely selected, often producing the no-one-acts outcome. A structurally-particularized instance of equilibrium-selection failure in a multi-agent helping context."
   }
  ],
  "caching": [
   {
    "child": "caching",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes Optimization: keeping a fast local copy minimizes expected access cost under locality and capacity constraints.",
    "reason": "Caching maintains a small, fast tier holding likely-to-be-reused items so that average access latency or bandwidth cost is minimized given finite cache capacity. The eviction policy, sizing, and placement decisions are all instances of choosing values to minimize an expected-cost objective subject to capacity constraints. That is the optimization triplet \u2014 variables, objective, constraints \u2014 and caching presupposes optimization because every nontrivial cache design is implicitly or explicitly the solution to such a problem."
   },
   {
    "child": "caching",
    "parent": "locality_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes locality of reference because exploiting a fast-local copy only pays off when accesses cluster temporally or spatially.",
    "reason": "Caching presupposes locality of reference because the economic case for maintaining a small fast tier alongside a large slow tier depends entirely on workloads in which accesses cluster: recently-used items are likely to be reused soon, and items near a used one are likely to be touched next. Locality supplies the empirical distribution-of-access regularity that makes a cache pay off; without it, every access is equally likely to miss and the cache provides no average-case advantage over going straight to the source."
   },
   {
    "child": "caching",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes reserve because the fast local copy is a deliberately maintained surplus held against repeated access demand.",
    "reason": "Caching maintains a fast, local copy of information whose original is slow to fetch, so repeated accesses are served from the copy rather than the source. The cache is meaningful only as a deliberately held surplus \u2014 extra storage allocated beyond strict need, valuable precisely because available when demand patterns reuse it. Reserve supplies that structural object: a maintained surplus beyond expected need, absorbing variation without failure. Caching specializes reserve to information access, with locality of reference as the demand pattern the surplus exploits and latency reduction as the value delivered."
   }
  ],
  "cadence": [
   {
    "child": "cadence",
    "parent": "periodicity",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cadence presupposes and builds on periodic recurrence, adding rate-tunability framing on top.",
    "reason": "Cadence presupposes and builds on periodic recurrence, adding rate-tunability framing on top. Periodicity supplies the prerequisite condition: Regular cycles. Cadence operates against that background: The recurring beat or rate at which repeated operations or periods are spaced \u2014 the tempo that sets how often, not the unit it spaces or the bare fact of repeating. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "caldera_collapse": [
   {
    "child": "caldera_collapse",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caldera collapse presupposes a load-bearing structure that depends on a support medium whose withdrawal supplies the failure mode.",
    "reason": "The overburden remains intact and its load unchanged; failure occurs because a reliance condition is progressively removed until the unsupported structure drops into the void."
   }
  ],
  "calibrated_rule_vs_moving_world": [
   {
    "child": "calibrated_rule_vs_moving_world",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A frozen calibrated rule losing performance as its world drifts is a specific environmental-mismatch mode of temporal decay.",
    "reason": "The child fixes the decaying capability to performance of a mapping and locates the cause in a widening calibration-to-current-world gap. The parent admits that case while also covering intrinsic material, informational, and organizational degradation."
   }
  ],
  "calibration": [
   {
    "child": "calibration",
    "parent": "measurement",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Calibration secures one of the seven links (unit/traceability).",
    "reason": "Calibration secures one of the seven links (unit/traceability). A component of measurement. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Measurement: Mapping a target's attribute onto a scale via an instrument and procedure, yielding a value-plus-uncertainty tied to a unit and frame. Calibration adds the local frame and commitments expressed in its identity: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "calibration",
    "parent": "discrepancy_driven_correction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Calibration is typically a specialization of Discrepancy-Driven Correction, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Discrepancy-Driven Correction supplies the genus: Iteratively close the signed gap between a target and an observation. Calibration preserves that general structure while adding its differentia: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "calibration",
    "parent": "confidence_annotation",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Names calibration as one of the prime's slots \u2014 the standing loop that keeps production/combination rules honest against outcomes.",
    "reason": "Names calibration as one of the prime's slots \u2014 the standing loop that keeps production/combination rules honest against outcomes. A component of a working annotation. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Confidence Annotation: A graded warrant marker attached to a claim that travels with it and tells downstream consumers how much weight to place on it. Calibration adds the local frame and commitments expressed in its identity: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "callback": [
   {
    "child": "callback",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A callback is 'a narrow, mechanical special case of authority transfer: one action, one condition, no judgment' \u2014 registration transfers authority to the holder to act in the registrant's name.",
    "reason": "A callback is 'a narrow, mechanical special case of authority transfer: one action, one condition, no judgment' \u2014 registration transfers authority to the holder to act in the registrant's name. A specialization of delegation_of_authority (which grants broad ongoing discretion). Delegation of Authority supplies the genus: Assign responsibility. Callback preserves that general structure while adding its differentia: A named action handed off in advance, to be invoked later by someone else when a specified condition arises, releasing the registrant from synchronous waiting. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "canonical_form": [
   {
    "child": "canonical_form",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Canonical form PRESUPPOSES an equivalence relation (the partition) and adds a deterministic reduction to a unique per-class representative plus the biconditional (equivalent iff identical canonical forms).",
    "reason": "Canonical form PRESUPPOSES an equivalence relation (the partition) and adds a deterministic reduction to a unique per-class representative plus the biconditional (equivalent iff identical canonical forms). The relation alone does not supply the representative or the cheap-equality economy."
   }
  ],
  "capability_separation": [
   {
    "child": "capability_separation",
    "parent": "authentication",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Capability Separation presupposes an Authentication procedure that checks whether an artifact genuinely originates from the privileged issuer.",
    "reason": "Capability Separation allocates issuance and verification powers across roles and maintains a forgery barrier. Authentication supplies the procedure that binds the artifact's asserted origin to admissible evidence and returns the verdict on which open verification relies. The architecture is not a kind of that procedure; it presupposes the procedure while adding the asymmetric allocation of capabilities and the invariant that verification must not confer issuance."
   }
  ],
  "capacity_recovery_interval": [
   {
    "child": "capacity_recovery_interval",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Capacity-Recovery Interval contains the trade of present output or momentum for greater future capacity and lower collapse risk.",
    "reason": "Remove the enforced exchange between present output and future restored capacity and there is no reason to enter the interval: the system could continue producing while recovering fully. The bounded low-load state is constituted by accepting a current sacrifice to buy a different future feasible set."
   },
   {
    "child": "capacity_recovery_interval",
    "parent": "culminating_point",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Capacity-Recovery Interval presupposes a negative-yield threshold because its timing is defined by beginning before continued loading makes later restoration materially harder or impossible.",
    "reason": "The interval must start while continuation remains possible but before additional loading flips from productive to net harmful. Remove that threshold and the entry condition loses its defining criterion, leaving generic inactivity or scheduling rather than a prophylactic capacity-recovery interval."
   }
  ],
  "cardinality": [
   {
    "child": "cardinality",
    "parent": "bijectivity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equal Cardinality is defined by the existence of a Bijection, allowing finite and infinite collections to be compared without enumerating them.",
    "reason": "Bijectivity supplies the no-collisions, no-gaps correspondence. Cardinality turns existence of such correspondences into equinumerosity classes, orders them by injections, and develops cardinal arithmetic and transfinite hierarchy."
   },
   {
    "child": "cardinality",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Cardinality contains the equinumerosity Equivalence Relation whose classes are the cardinal numbers.",
    "reason": "Bijections make same-cardinality reflexive, symmetric, and transitive, so sets partition into equinumerosity classes. Cardinality adds ordering, arithmetic, finite counting, and the transfinite hierarchy over those classes."
   },
   {
    "child": "cardinality",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cardinality requires sets as the collections whose size is compared while deliberately ignoring the identity of their elements.",
    "reason": "Set and Membership supplies distinct elements and collections as first-class objects. Cardinality adds equinumerosity, cardinal numbers, comparison by injection, and the finite and transfinite size hierarchy."
   }
  ],
  "carrying_capacity": [
   {
    "child": "carrying_capacity",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Carrying Capacity contains the sustainable-load Threshold separating normal operation from nonlinear saturation and substrate-eroding overshoot.",
    "reason": "Its three-zone curve is organized around a configuration-set critical load. Threshold supplies that boundary value; carrying capacity adds the load-bearing substrate, degradation beyond the boundary, shrinking future capacity, and recovery hysteresis. This repairs a previously standalone prime without coercing it into a false kind-of relation."
   }
  ],
  "cartesian_product": [
   {
    "child": "cartesian_product",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Cartesian Product strictly presupposes input sets, their elements, and membership before it can form all ordered cross-set tuples.",
    "reason": "Cartesian Product is a derived construction over two or more sets. It requires a value set for each named dimension and membership tests that determine the admissible coordinate values, then forms every ordered tuple across them. The construction is not itself the primitive collection-and-belonging relation, so composition preserves the live entry's explicit boundary."
   }
  ],
  "cascade": [
   {
    "child": "cascade",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cascade presupposes Network: sequential propagation requires a connection pattern through which state changes can travel from element to element.",
    "reason": "A cascade is the propagation of a state change from one element to coupled neighbors, which then trigger theirs, until exhaustion or damping stops the chain. The propagation can occur only over a set of pairwise connections that carries the disturbance \u2014 a Network. Without a connection pattern there is no path along which the chain advances, so cascade presupposes network as the structural substrate over which sequential transmission runs and whose topology shapes the cascade's reach and shape."
   },
   {
    "child": "cascade",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A cascade is a specialization of propagation in which each affected element becomes a new source, producing self-perpetuating sequential transmission through coupling.",
    "reason": "A cascade specializes propagation by requiring that each newly-affected element not merely register the disturbance but itself become a new source of it, re-emitting the perturbation to its neighbors. Where propagation names the systematic spreading of a signal or effect through a medium or network generally, a cascade fixes the transmission mode as sequential and self-perpetuating: every flipped element adds to the active source population, producing nonlinear total impact disproportionate to the trigger \u2014 a particular shape propagation takes when each receiver becomes a transmitter."
   },
   {
    "child": "cascade",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cascade presupposes contagion because sequential transmission through coupled elements is the structural mechanism of contagious spread.",
    "reason": "A cascade is the structural pattern in which a state change in one element triggers the same change in coupled neighbors, who then transmit to theirs, producing self-perpetuating chain propagation. The dynamic requires contact-mediated, self-reproducing transmission across a network \u2014 exactly what contagion names. Contagion supplies the underlying commitment: a state spreads from affected to connected elements through direct transmission, with each new host capable of infecting its own neighbors. Cascade specializes contagion to threshold-triggered, often-amplifying chain propagation, with disproportion-to-trigger as the characteristic signature."
   },
   {
    "child": "cascade",
    "parent": "punctuated_equilibrium",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The cascade is the propagation mechanism INSIDE a burst (one change triggering correlated others); punctuated_equilibrium embeds it within the longer stasis-load-reset cycle.",
    "reason": "The cascade is the propagation mechanism INSIDE a burst (one change triggering correlated others); punctuated_equilibrium embeds it within the longer stasis-load-reset cycle. 'the cascade is the burst's internals, not the whole tempo.'. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Punctuated Equilibrium: Change runs bimodal in tempo: long intervals of near-stasis that load latent constraint, interrupted by short bursts of correlated structural reorganization. Cascade adds the local frame and commitments expressed in its identity: A change in one element triggers a chain of further changes. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "catalysis": [
   {
    "child": "catalysis",
    "parent": "leverage_points",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Catalysis is a strict leverage-point species: a small, reusable facilitator produces disproportionate transformation by lowering one pathway's barrier over many turnovers.",
    "reason": "Every Catalysis instance satisfies the Leverage Points signature used by these entries: a comparatively small intervention at a sensitive pathway changes the transformation rate or product distribution disproportionately. Catalysis adds a permitted-but-slow transformation, a barrier-lowering facilitator, pathway selectivity, non-consumption, repeated turnover, and thermodynamic neutrality. Not every leverage point is catalytic, but that is the expected asymmetry between a genus and its strict species, not an exception requiring a typical qualifier."
   }
  ],
  "category": [
   {
    "child": "category",
    "parent": "associativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Category strictly contains Associativity as the law making every finite chain of arrows independent of how its binary compositions are grouped.",
    "reason": "Category supplies objects, typed arrows, closure, identities, and the substance-blind stance. Associativity is the internal axiom equating the two parenthesizations of every three-arrow chain and licensing unambiguous paths."
   },
   {
    "child": "category",
    "parent": "closure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Category strictly contains closure of its morphisms under the partially defined operation that composes every endpoint-compatible pair.",
    "reason": "The category adds objects, source and target typing, identity arrows, the associativity law, and the substance-blind modeling posture. Closure remains the internal guarantee that composing two admissible arrows produces another arrow of the same category, so paths can continue without escaping it."
   }
  ],
  "category_retrieval_lock_in": [
   {
    "child": "category_retrieval_lock_in",
    "parent": "lock_in",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Category Retrieval Lock In is a specialization of Lock-In, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "'the generic prime it specializes' \u2014 genus-to-species. category_retrieval_lock_in is lock_in where the costly-to-reverse commitment is a category label compiled into retrieval infrastructure, adding the retrieval-vs-substrate-lock split. Lock-In supplies the genus: Forward-looking cost of switching exceeds the forward-looking cost of staying, even when a superior alternative exists. Category Retrieval Lock In preserves that general structure while adding its differentia: A category label that made routine retrieval cheap obstructs novel re-use, because the retrieval infrastructure has compiled the label in place of the property list. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "category_retrieval_lock_in",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific PATHOLOGY of search_and_retrieval \u2014 the compression that makes routine retrieval cheap is what obstructs novel retrieval.",
    "reason": "A specific PATHOLOGY of search_and_retrieval \u2014 the compression that makes routine retrieval cheap is what obstructs novel retrieval. It presupposes a retrieval/indexing infrastructure. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Category Retrieval Lock In operates against that background: A category label that made routine retrieval cheap obstructs novel re-use, because the retrieval infrastructure has compiled the label in place of the property list. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "causal_layered_analysis_cla": [
   {
    "child": "causal_layered_analysis_cla",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Causal Layered Analysis is foresight specialized to diagnosing and reconstructing possible futures across litany, systemic cause, worldview, and myth/metaphor.",
    "reason": "It inherits disciplined plural-future inquiry undertaken to change present perception and action. It adds a fixed depth traversal from surface report through systems and worldview to myth, followed by upward reconstruction of alternative futures."
   },
   {
    "child": "causal_layered_analysis_cla",
    "parent": "layering",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "CLA contains a depth-ordered four-layer explanatory structure with an inverse visibility-leverage gradient and bidirectional traversal.",
    "reason": "Remove the ordered litany, social-cause, worldview, and myth/metaphor strata and CLA loses both its diagnostic descent and reconstructive ascent. Layering is an internal organization of the method rather than its taxonomic genus."
   }
  ],
  "causality": [
   {
    "child": "causality",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Causality is a specialization of dependency in which one event productively brings about another with counterfactual modal robustness.",
    "reason": "Causality is a specialization of dependency. The general dependency pattern is the directed asymmetric relation in which one element cannot proceed, function, or be interpreted unless a condition on another is met. Causality specializes by adding two commitments: a productive mechanism linking cause to effect (not merely correlation or precedence) and counterfactual modal robustness (had the cause not occurred, the effect would have differed). The same directed-asymmetric-reliance logic of dependency applies, with productive connection and counterfactual support as the specific gates distinguishing causation from looser dependence."
   }
  ],
  "center_of_gravity": [
   {
    "child": "center_of_gravity",
    "parent": "leverage_points",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A center of gravity is the strict adversarial leverage-point species: disrupting its cohesion-bearing, substitution-resistant node disproportionately changes the contest.",
    "reason": "Every Center of Gravity is a high-leverage intervention site by its defining test: disruption of the identified node causes a disproportionate system-wide change rather than an effect proportional to the node's size. It adds an adversarial contest, a cohesion-bearing and substitution-resistant node, paired attacker and defender analysis, and migration of the locus under hardening. Leverage Points also includes non-adversarial rules, goals, and parameters, so the relation is one-way strict specialization."
   }
  ],
  "central_limit_theorem": [
   {
    "child": "central_limit_theorem",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The CLT is a specific claim about the limiting SHAPE a SUM-aggregation converges to under finite variance \u2014 the Gaussian attractor.",
    "reason": "The CLT is a specific claim about the limiting SHAPE a SUM-aggregation converges to under finite variance \u2014 the Gaussian attractor. Presupposes aggregation (the bare combining operation); other rules (max, product) flow to other attractors."
   }
  ],
  "certification": [
   {
    "child": "certification",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Certification = a verification procedure PACKAGED into a portable, third-party-attested token; it presupposes (is built on) the verification work it wraps.",
    "reason": "Certification = a verification procedure PACKAGED into a portable, third-party-attested token; it presupposes (is built on) the verification work it wraps. Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "certification",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Certification is an engineered mechanism for manufacturing transferable trust at a distance; it presupposes trust as the disposition it warrants.",
    "reason": "Certification is an engineered mechanism for manufacturing transferable trust at a distance; it presupposes trust as the disposition it warrants. Trust supplies the prerequisite condition: Willingly accepting vulnerability to another party's future behavior under incomplete monitoring, based on positive expectations about their competence and intentions. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "certification",
    "parent": "reputation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The token's meaning is backed by the certifier's staked reputation; reputation is a load-bearing component.",
    "reason": "The token's meaning is backed by the certifier's staked reputation; reputation is a load-bearing component. Reputation supplies the prerequisite condition: An aggregated signal of past behaviour that shapes how others treat an agent. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "ceteris_paribus": [
   {
    "child": "ceteris_paribus",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ceteris paribus analysis requires reasoning about how a foreground change would differ while specified background conditions are held fixed.",
    "reason": "Ceteris paribus analysis requires reasoning about how a foreground change would differ while specified background conditions are held fixed. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Ceteris Paribus operates against that background: Analyzing a foreground subsystem while explicitly holding the rest of the system fixed, tracking the gap. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "change_notification": [
   {
    "child": "change_notification",
    "parent": "foreseeing_prediction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Prediction is the broad genus, change_notification the narrow structured species \u2014 a directed-broadcast subset where a party with privileged knowledge of a DECIDED change warns exactly those affected, early enough to act.",
    "reason": "Prediction is the broad genus, change_notification the narrow structured species \u2014 a directed-broadcast subset where a party with privileged knowledge of a DECIDED change warns exactly those affected, early enough to act. A specialization adding directed-audience and lead-time and deliberate-change constraints. Foreseeing (Prediction) supplies the genus: Predict future states. Change Notification preserves that general structure while adding its differentia: Advance warning, directed at those who depend on a system, that it is about to change in a way they need lead time to prepare for. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "checks_balances": [
   {
    "child": "checks_balances",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and Balances presupposes Constraint: each authority is bound by reciprocal restrictions that exclude unilateral action.",
    "reason": "Checks and balances gives each holder of power explicit tools \u2014 veto, review, audit, override \u2014 that restrict the others' admissible actions to those consistent with mutual restraint. The reciprocal tools function as binding restrictions on the feasible set of unilateral moves, ruling out configurations regardless of other merit. That is the defining structure of a Constraint, here woven into a mesh of mutual restrictions. Checks and balances presupposes constraint as the operative mechanism by which power is bound."
   },
   {
    "child": "checks_balances",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and Balances presupposes Feedback: each branch's checks become inputs to the others' subsequent decisions and behavior.",
    "reason": "Checks and balances arranges authorities so that one branch's actions feed back to other branches as inputs that constrain their next moves: a veto, audit finding, or override returns to alter what the affected actor does next. That return path is exactly Feedback \u2014 output routed back to influence subsequent input \u2014 and it is what makes the reciprocal restraint dynamic rather than purely structural. Checks and balances presupposes feedback as the channel through which mutual restraint actually operates."
   },
   {
    "child": "checks_balances",
    "parent": "separation_of_powers",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and balances presupposes separation of powers because the reciprocal-restraint instruments require pre-existing distinct holders of distributed authority.",
    "reason": "Checks and balances equips each holder of distributed authority with explicit tools to constrain the others \u2014 veto, review, audit, override \u2014 producing reciprocal mutual restraint. This presupposes that authority has already been distributed across separate holders rather than concentrated in one: without the prior division of governmental function into distinct branches or roles, there would be no separate parties between which restraint instruments could be reciprocally exchanged. Separation of powers supplies the distributed-authority substrate that checks and balances operates on as a mesh of mutual constraint."
   }
  ],
  "chestertons_fence": [
   {
    "child": "chestertons_fence",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The heuristic applies because the retained structure's function and the consequences of removal are uncertain.",
    "reason": "The heuristic applies because the retained structure's function and the consequences of removal are uncertain. Uncertainty supplies the prerequisite condition: Incomplete knowledge. Chesterton's Fence operates against that background: The persistence of a structure is evidence that it encodes a constraint, so understand its function before removing it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "chunking": [
   {
    "child": "chunking",
    "parent": "compression",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Chunking is a specialization of compression in which a set of items is grouped into a single meaningful unit that working memory then tracks as one element.",
    "reason": "Chunking is a specialization of compression in which the redundancy being exploited is structural relatedness among items, and the encoding shrinks the count of units working memory must track by binding them into one meaningful chunk. It inherits the general compression commitment that representational length can be reduced when the source contains predictable or relational structure, and specializes by locating the encoding in cognitive working memory: capacity is measured in chunks rather than raw elements, so restructuring raises effective capacity without enlarging the store."
   }
  ],
  "circuit_breaker": [
   {
    "child": "circuit_breaker",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Circuit breaker is a specific kind of constraint, imposing a binding threshold that interrupts flow once a danger level is exceeded.",
    "reason": "Circuit breaker is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Circuit breaker instantiates this with the binding condition being a threshold on a monitored flow (current, requests, prices): values exceeding the threshold trigger interruption, removing the protected process from operation until reset. The mechanism converts the threshold into an enforced upper bound on flow magnitude. It is constraint operating dynamically as an automatic interrupter at the edge of admissibility, accepting local stoppage as the price of holding the binding condition."
   },
   {
    "child": "circuit_breaker",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Circuit breaker presupposes feedback because the monitor-trip-reset loop routes the protected flow's state back to control its own continuation.",
    "reason": "A circuit breaker watches a flow for a danger threshold and, when crossed, trips to interrupt the protected process until reset. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence its subsequent input, closing a loop between cause and effect. The monitor observes the flow's current state and conditions the next-cycle behaviour (continue or interrupt) on what it sees. Without feedback's closed loop returning the flow's state to the trip decision, the breaker has no mechanism to act on the flow it is protecting."
   },
   {
    "child": "circuit_breaker",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A circuit breaker presupposes threshold because its trip behavior requires a pre-defined danger value that, once crossed, triggers active disconnection.",
    "reason": "A circuit breaker presupposes threshold because its operation rests on a monitor watching a flow for a defined danger value and, the moment that value is crossed, actively disconnecting the protected process. Without the prior availability of a threshold as a critical input value separating safe from unsafe regimes, there is no defined moment for the breaker to trip, no sharp transition between continued operation and protective interruption. Threshold supplies the input-response discontinuity that the breaker mechanically enforces."
   }
  ],
  "clearance_rate": [
   {
    "child": "clearance_rate",
    "parent": "flow",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Clearance Rate is the internally governed outbound-flow specialization that removes a measurable stock from a bounded system per unit time.",
    "reason": "It separates removal from upstream input and adds first-, zero-, or mixed-order kinetics, pathway vulnerability, half-life, saturation, and clearance-side intervention. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Flow: Structured movement of energy, matter, or information. Clearance Rate adds the local frame and commitments expressed in its identity: The rate at which a bounded system removes substrate is a control surface separable from input, with kinetic regime and vulnerability that input-side reasoning misses. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "client_server_model": [
   {
    "child": "client_server_model",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The client-server model is 'a directed topology laid over a network' \u2014 a network supplies nodes/edges, client-server adds initiation/addressability/multiplexing/capability asymmetries.",
    "reason": "The client-server model is 'a directed topology laid over a network' \u2014 a network supplies nodes/edges, client-server adds initiation/addressability/multiplexing/capability asymmetries. It presupposes the network substrate. Network supplies the prerequisite condition: Models interactions between components. Client Server Model operates against that background: An asymmetric request-response relation in which one party holds a capability and many others initiate to consume it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "close_reading": [
   {
    "child": "close_reading",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Close reading presupposes an interpretive act whose whole-level meaning claims it constrains, but it is the upstream evidence-grounding method rather than a kind of meaning assignment.",
    "reason": "The method decomposes an artifact into meaningful marks, treats them as evidence, and binds higher-order claims about the artifact to cited grain. Those claims are interpretations: readings recovered from a representational substrate under an evidential and conventional framework. Without an interpretive claim there is nothing for the grain-first discipline to ground. Close reading is nevertheless the method and posture that constrains the act, not the meaning-assignment act itself."
   }
  ],
  "clustering": [
   {
    "child": "clustering",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Clustering is classification specialized to discovering categories from within-group similarity without predefined labels.",
    "reason": "Both assign entities to a finite category structure for downstream reasoning. Clustering adds the differentia that group boundaries and labels are outputs inferred from a chosen feature space and similarity rule rather than inputs supplied in advance."
   },
   {
    "child": "clustering",
    "parent": "similarity_measure",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Most clustering operationalizes within-group likeness through a similarity, dissimilarity, kernel, or distance-derived measure, while generative mixture methods can group by likelihood or latent fit without an explicit pairwise similarity.",
    "reason": "Centroid, hierarchical, spectral, density, and graph clustering normally require a pairwise or point-to-representative notion of nearness. The relation is only typical because probabilistic mixture and other generative procedures can assign observations by component likelihood or latent-model fit without defining a reusable similarity between pairs of observations."
   }
  ],
  "clustering_illusion": [
   {
    "child": "clustering_illusion",
    "parent": "pattern_recognition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The clustering illusion is the specific FALSE-POSITIVE mode of pattern_recognition against randomness, diagnosable by the missing null model.",
    "reason": "The clustering illusion is the specific FALSE-POSITIVE mode of pattern_recognition against randomness, diagnosable by the missing null model. A specialization of the pattern-detection faculty (its miscalibration, not the faculty)."
   }
  ],
  "co_location": [
   {
    "child": "co_location",
    "parent": "neighborhood",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Co-location typically presupposes a neighborhood when shared presence is defined by a focal region and proximity rule, though exact same-container cases need no tunable radius.",
    "reason": "Co-location typically presupposes a neighborhood when shared presence is defined by a focal region and proximity rule, though exact same-container cases need no tunable radius. In proximity-defined cases, erase the local window or host boundary and shared location becomes undefined. Co-location relates multiple occupants of a region; neighborhood defines the local window itself. Exact same-address, same-container, and same-locus identities can establish co-location without a separately modeled focal neighborhood or radius."
   }
  ],
  "co_presence": [
   {
    "child": "co_presence",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Co-presence presupposes agents capable of detecting one another and selecting responses to that mutually available state.",
    "reason": "Mere simultaneous existence is not co-presence. At least two bounded systems must be able to register the other's availability and condition possible response on that registration. Agency supplies the responsive entities whose mutual availability constitutes the relation."
   }
  ],
  "coarsening": [
   {
    "child": "coarsening",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coarsening is 'one specific dynamical member' of the scale-dependence family \u2014 the boundary-cost-driven consolidation of a population toward fewer-and-larger over time, with characteristic kinetics.",
    "reason": "Coarsening is 'one specific dynamical member' of the scale-dependence family \u2014 the boundary-cost-driven consolidation of a population toward fewer-and-larger over time, with characteristic kinetics. scaling_and_scale_dependence is the genus. Scaling and Scale Dependence supplies the genus: Patterns and constraints change qualitatively across different scales. Coarsening preserves that general structure while adding its differentia: Boundary cost drives a population of units toward fewer and larger, content flowing small to large. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "coastal_squeeze": [
   {
    "child": "coastal_squeeze",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'not generic constraint; the specific geometry of advancing-front and fixed-rear and immobile-subject that produces monotonic compression without exit.' A specialization of constraint with a mobility-asymmetry signature.",
    "reason": "'not generic constraint; the specific geometry of advancing-front and fixed-rear and immobile-subject that produces monotonic compression without exit.' A specialization of constraint with a mobility-asymmetry signature. Constraint supplies the genus: Limits possibilities to guide outcomes. Coastal Squeeze preserves that general structure while adding its differentia: An immobile subject is compressed between an advancing front and a fixed rear, with no exit. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "code_switching": [
   {
    "child": "code_switching",
    "parent": "contextual_mode_switching",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Code-switching is a specialization of contextual mode switching in which the alternation is between distinct linguistic codes triggered by social and pragmatic cues.",
    "reason": "Code-switching is a specialization of contextual mode switching in which the available modes are distinct linguistic codes (languages, dialects, registers, jargons) and the contextual cues that select among them are social, pragmatic, and expressive. It inherits the general contextual-mode-switching commitment that an agent maintains a repertoire of modes optimized for classes of contexts and switches into the situationally appropriate one as a coherent bundle, and specializes by fixing the modes to linguistic codes and obeying the morpho-syntactic and sociolinguistic constraints that govern where and with whom switches occur."
   },
   {
    "child": "code_switching",
    "parent": "remapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Code-Switching is typically a specialization of Remapping, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Remapping supplies the genus: A single substrate holds multiple disjoint, context-keyed representations and switches discretely between them on a context cue, preserving inactive ones for later re-entry. Code-Switching preserves that general structure while adding its differentia: Alternate languages. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "coevolution": [
   {
    "child": "coevolution",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coevolution is the specific shape feedback takes when two adapting entities each become persistent selective pressures on each other.",
    "reason": "Coevolution is the structurally-particularized form feedback takes in the evolutionary case: each species' adaptation is the output that returns as the input (the changed selective pressure) on its partner, closing a reciprocal loop between cause and effect across generations. It inherits feedback's structural arrangement in which output routes back to influence subsequent input \u2014 particularized to the case where the timescale is generational, the variable is the fitness landscape, and the coupling is mutually reinforcing. Mutual entanglement of trajectories is precisely loop closure."
   }
  ],
  "cognitive_appraisal": [
   {
    "child": "cognitive_appraisal",
    "parent": "evaluation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive Appraisal is the organism-centered species of Evaluation whose object is a situation and whose criteria are goal significance and coping capacity.",
    "reason": "Cognitive Appraisal preserves Evaluation's bounded target, criterion-bearing frame, interpretation of relevant features, and action-guiding judgment. Its differentia are psychological: the target is a perceived situation, the frame is the organism's goals and coping resources, and the result organizes emotion and behavior. Evaluation need not involve an organism, emotion, threat, or coping, so the relation is strict subsumption rather than identity."
   },
   {
    "child": "cognitive_appraisal",
    "parent": "sensemaking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive appraisal is the specific shape sensemaking takes when the system constructing the working account is an individual organism under threat or opportunity.",
    "reason": "Cognitive appraisal is the specific shape sensemaking takes when the agent is an individual organism evaluating a situation's significance for its own well-being. Sensemaking's general anatomy \u2014 extracting cues, bracketing them, constructing a plausible identity-grounded account, committing to a frame for action \u2014 is structurally particularized into primary appraisal of threat-or-benefit relevance, secondary appraisal of coping resources, and reappraisal as new information arrives. The general operation of producing a working account under ambiguity is preserved; the specific shape is its embodied, emotion-organizing form in an individual facing a goal-relevant event."
   },
   {
    "child": "cognitive_appraisal",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive appraisal presupposes a mental model because evaluating a situation's significance for one's goals requires an internal representation of the domain to read it against.",
    "reason": "Cognitive appraisal presupposes a mental model because evaluating a situation's threat-or-benefit relevance and one's coping resources requires an internal representation of the domain \u2014 its components, relationships, causal rules, and the agent's place in it \u2014 against which the situation is read. Without a mental model's simplified, runnable representation of how the relevant world works, there would be no internal structure for primary and secondary appraisal to consult. Mental models supply the representational substrate; cognitive appraisal supplies the goal-relevant evaluative reading that the model makes possible."
   }
  ],
  "cognitive_apprenticeship": [
   {
    "child": "cognitive_apprenticeship",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive apprenticeship is a specific pedagogy that makes expert tacit cognitive processes observable so novices can practice and internalize them.",
    "reason": "Cognitive apprenticeship is a specialization of pedagogy whose distinctive move is externalizing the normally-hidden cognitive processes of experts \u2014 through modeling, coaching, scaffolding, articulation, reflection, and exploration in authentic contexts \u2014 so that learners can observe and progressively internalize tacit expertise. It inherits pedagogy's general commitment that an instructional agent deliberately structures the learner's encounter with content to cause durable capability change, and adds the specific commitment that the content being structured is precisely the unspoken procedural knowledge that traditional instruction leaves invisible."
   }
  ],
  "cognitive_dissonance": [
   {
    "child": "cognitive_dissonance",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive dissonance is the specific shape homeostasis takes when cognitive consistency is the regulated variable and belief-or-behavior revision is the corrective response.",
    "reason": "Cognitive dissonance is the homeostatic particularization for the variable of cognitive consistency among a person's beliefs, behaviors, and self-conceptions: when inconsistency exceeds the acceptable band, an aversive state arises and drives revision of one or more cognitions to restore consistency. Where homeostasis names closed-loop self-regulation around a setpoint generally, dissonance fixes the regulated variable as inter-cognitive consistency and the actuator as belief-change, behavior-change, or trivialization \u2014 a particular sensor-comparator-actuator loop operating on the psychological field of cognitions."
   },
   {
    "child": "cognitive_dissonance",
    "parent": "dissonance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive_dissonance is the SPECIALISATION of the general dissonance prime to the cognitive substrate \u2014 fixing the elements (beliefs/behaviour), the rule of fit (cognitive consistency), and the resolution mechanism (revise belief/behaviour/self-image, all flavours of RESOLVE).",
    "reason": "cognitive_dissonance is the SPECIALISATION of the general dissonance prime to the cognitive substrate \u2014 fixing the elements (beliefs/behaviour), the rule of fit (cognitive consistency), and the resolution mechanism (revise belief/behaviour/self-image, all flavours of RESOLVE). The general prime adds the sustain/reframe/distance options the cognitive child lacks and covers acoustic/colour/software cases with no self or arousal. Add dissonance as parent of cognitive_dissonance."
   }
  ],
  "cognitive_entrenchment": [
   {
    "child": "cognitive_entrenchment",
    "parent": "lock_in",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive entrenchment is a specific kind of lock-in where accumulated expert schemas make revising mental structures costlier than continuing with them.",
    "reason": "Cognitive entrenchment is a specialization of lock-in. The general pattern is that the forward-looking cost of switching from a current commitment exceeds continuing, because accumulated investment does not transfer to alternatives. Cognitive entrenchment instantiates this with the commitment being internalized mental models, procedures, and category structures from accumulated domain expertise; the non-transferable accumulation is the schema base itself. Revising toward novel representations costs more than continuing with proceduralized expertise, even when the domain has shifted and a different representation would now be superior."
   },
   {
    "child": "cognitive_entrenchment",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive Entrenchment presupposes Mental Model: the entrenched structure is precisely a deeply internalized mental model of the domain.",
    "reason": "Cognitive entrenchment is the condition in which long expertise produces deeply internalized mental models, procedures, and category structures that resist revision when the domain shifts. The thing that becomes entrenched is the agent's representation of how the domain works \u2014 its components, relationships, and inferential rules \u2014 which is exactly a Mental Model. Cognitive entrenchment presupposes mental model as the object whose stabilization over time is the very phenomenon being named."
   }
  ],
  "cognitive_flexibility": [
   {
    "child": "cognitive_flexibility",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cognitive flexibility is an adaptive capacity: detect frame-context misfit and switch the active frame from a held repertoire.",
    "reason": "Cognitive flexibility is an adaptive capacity: detect frame-context misfit and switch the active frame from a held repertoire. A specialization of adaptation in agent-cognitive systems. Adaptation supplies the genus: Systems adjust to conditions. Cognitive Flexibility preserves that general structure while adding its differentia: Switching the active frame from a held repertoire when a trigger detects the current one has stopped fitting the context. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "cognitive_resource_depletion": [
   {
    "child": "cognitive_resource_depletion",
    "parent": "scarcity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive Resource Depletion is a kind of scarcity: cognitive capacity becomes insufficient to satisfy simultaneous deliberative demands.",
    "reason": "Cognitive resource depletion is the time-dependent degradation of mental capacity under sustained use: as resources are consumed, available capacity falls below the demands of effortful self-regulation and deliberation. That is exactly the Scarcity condition \u2014 available quantity insufficient to satisfy simultaneous demands, forcing allocation choices. Cognitive resource depletion specializes scarcity by making the scarce resource a temporally dynamic capacity that depletes with use and replenishes with rest."
   },
   {
    "child": "cognitive_resource_depletion",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive resource depletion presupposes reserve because depletion is the consumption of a deliberately-held mental capacity buffer.",
    "reason": "Cognitive resource depletion is the time-dependent degradation of cognitive capacity through sustained resource consumption without restoration. The construct presupposes that there is a maintained mental capacity available beyond immediate need \u2014 a reserve that performance draws from and depletes through use. Reserve supplies that structural object: a deliberately maintained surplus held beyond expected need, used to absorb load. Without an underlying reserve to draw on, depletion would have nothing to deplete from; the inverted-U of performance decay over time presupposes a finite buffer being consumed."
   }
  ],
  "coherence_breakdown_under_external_interaction": [
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "dissipation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes dissipation because uncontrolled environmental coupling is the channel through which order leaks away.",
    "reason": "Coherence breakdown is the loss of phase alignment or internal coordination when a system couples to an uncontrolled environment, with quantum decoherence as the canonical mechanism. This presupposes dissipation: the systematic, irreversible transformation of organized energy or order into thermalized, un-recoverable form through interaction with many degrees of freedom. The environment's many degrees of freedom are precisely the dissipative sink into which off-diagonal coherence terms flow. Without dissipation's one-way leakage channel, environmental coupling would be reversible and coherence would not break down."
   },
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "environmental_coupling_strength",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes environmental coupling strength because its rate is fixed by how strongly the system couples to its environment.",
    "reason": "Coherence breakdown under external interaction presupposes environmental coupling strength because the rate at which off-diagonal coherence is suppressed and internal coordination lost is set precisely by how strongly the system is coupled to its environment. Strong coupling means rapid decoherence; weak coupling means the coherent state can be sustained. Without the prior notion of a graded boundary-permeability quantifying how much information or energy crosses the system-environment interface, there is no parameter to govern the breakdown's onset, timescale, or severity."
   },
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes coupling because it occurs precisely when the system becomes dynamically linked to its environment.",
    "reason": "Coherence breakdown under external interaction presupposes coupling because the mechanism it names is the dynamic linkage between the coherent system and uncontrolled environmental degrees of freedom: that linkage is what entangles internal phase information with external noise and suppresses off-diagonal coherence. Without the prior availability of coupling as a channel through which state in one subsystem becomes input to another, the system could not be reached by the environment at all, and there would be no pathway by which its coordinated state could be degraded."
   }
  ],
  "collective_effervescence": [
   {
    "child": "collective_effervescence",
    "parent": "ritual",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Collective effervescence presupposes ritual because the heightened shared emotional state emerges specifically from the synchronized symbolic performance of ritual assembly.",
    "reason": "Collective effervescence is the heightened emotional and energetic state arising when individuals gather, synchronize attention and movement, and orient to a sacred symbol \u2014 the structural conditions ritual supplies. Without ritual's machinery \u2014 rule-governed, repetitive, symbolically charged performance that aligns participants' attention and bodies \u2014 the conditions for effervescent intensification would not obtain. The ritual prime provides the synchronized symbolic substrate on which the effervescent state emerges as a recurring sociological mechanism rather than a chance crowd phenomenon."
   },
   {
    "child": "collective_effervescence",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective effervescence is a specialization of emergence in which gathered individuals' synchronized attention produces heightened shared affect transcending individual states.",
    "reason": "Collective effervescence is a specialization of emergence. The general emergence pattern is the appearance at a higher level of organization of properties not present in lower-level constituents and not trivially predictable from them. Collective effervescence specializes by naming the constituents \u2014 co-present individuals \u2014 and the higher-level property \u2014 heightened shared emotional energy qualitatively distinct from individual affect, attributed to sacred symbols and generating durable solidarity. The same higher-level-novelty-from-interaction logic applies, with synchronized ritual gathering as the specific interaction rule and ritual energy as the specific emergent property."
   }
  ],
  "collective_efficacy": [
   {
    "child": "collective_efficacy",
    "parent": "self_efficacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective efficacy is self-efficacy at the level of a collective agent, adding shared belief and conjoint capability for coordinated group action.",
    "reason": "Both are task-specific beliefs by an agent about its own capacity to organize and execute action, affecting effort, persistence, and target selection. The child requires the agent to be plural, the capability to be conjoint rather than additive, and the belief to be sufficiently shared to regulate coordinated group effort."
   }
  ],
  "collective_memory": [
   {
    "child": "collective_memory",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective memory is the specific shape representation takes when a group encodes its shared past through institutions, rituals, and narratives.",
    "reason": "Collective memory is the specific shape representation takes when the target is a group's past \u2014 events, persons, narratives \u2014 and the medium is the distributed system of monuments, holidays, textbooks, rituals, and commemorative practices through which that past is held in common. It is a structurally-particularized instance of structured mapping from target to medium under a faithfulness convention, with the added commitments that the medium is socially distributed rather than individual, the mapping is reproduced across generations through transmission, and the representation feeds back to constitute the group's identity rather than merely standing for an external object."
   }
  ],
  "collective_systemic_learning": [
   {
    "child": "collective_systemic_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective systemic learning is a specialization of learning in which the agent doing the updating is a multi-component system rather than an individual.",
    "reason": "Collective systemic learning is a kind of learning specialized by the locus of the durable update: the learning agent is an organization, team, consortium, or community rather than an individual mind. It inherits learning's general commitment to durable, experience-driven self-update of an agent's internal capability, and adds the specific machinery of system-level acquisition \u2014 knowledge capture, integration, embedded processes, structures, documentation, and culture \u2014 that makes the update organizational rather than personal and that lets the system as a whole adapt while individual members come and go."
   }
  ],
  "color_harmony": [
   {
    "child": "color_harmony",
    "parent": "unity_variety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Color harmony presupposes unity and variety because harmonious palettes balance shared color relationships against the differentiation needed for visual interest.",
    "reason": "Color harmony presupposes unity and variety because its central achievement \u2014 a palette that reads as coordinated rather than discordant \u2014 operates by balancing unifying color relationships (analogous hues, shared saturation, consistent value range) against the variety needed to avoid monotony (complementary contrast, triadic span, accent introduction). Without unity-and-variety's prior structure of relational balance between coherence and differentiation, there is no evaluative dimension along which a palette can be judged harmonious. Color harmony inherits this balancing structure and specializes it to the hue, saturation, and value relations of a color set."
   }
  ],
  "commitment": [
   {
    "child": "commitment",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A commitment is a reflexive (self-imposed) constraint-creation on one's own future; commitment is a kind-of constraint (the existing commitment_device already sits under constraint).",
    "reason": "A commitment is a reflexive (self-imposed) constraint-creation on one's own future; commitment is a kind-of constraint (the existing commitment_device already sits under constraint). Constraint supplies the genus: Limits possibilities to guide outcomes. Commitment preserves that general structure while adding its differentia: An agent binds itself in the present to a future course of action or to the truth of a proposition, creating a new constraint on future behavior that others can rely on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "commitment_device": [
   {
    "child": "commitment_device",
    "parent": "temporal_inconsistency_and_preference_reversals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Commitment devices presuppose temporal inconsistency because the strategic self-limitation only makes sense when a later self will be tempted to deviate.",
    "reason": "A commitment device is a deliberate restriction of one's future choice set imposed by the present self to bind a later self against tempting deviation. The strategy is only intelligible when later preferences are expected to differ from current ones in a predictable way \u2014 when the agent anticipates preference reversal as the future becomes present. Temporal inconsistency names exactly this pattern: the same information and goals produce reversed preferences as horizon shortens. Commitment devices presuppose this dynamic as the threat they are designed to neutralize through preemptive self-binding."
   },
   {
    "child": "commitment_device",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A commitment device presupposes constraint because its function is to deliberately restrict the future feasible set of one's later self.",
    "reason": "A commitment device works by deliberately altering the future choice set so that tempting deviations become impossible or costly \u2014 voluntarily imposing a binding restriction on one's later admissible actions. Without constraint's machinery of binding restriction on admissible configurations, there would be no structural difference between announcing an intention and locking in a course: the device's whole logic is to convert a soft preference into a hard constraint. The parent prime supplies the binding-restriction structure that the commitment device deploys against time-inconsistent preferences."
   },
   {
    "child": "commitment_device",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commitment_device is the INTRAPERSONAL-TEMPTATION subcase: a present self foreclosing a tempted future self's options under time-inconsistent preferences.",
    "reason": "commitment_device is the INTRAPERSONAL-TEMPTATION subcase: a present self foreclosing a tempted future self's options under time-inconsistent preferences. commitment is the general state, also covering binding to ANOTHER party and to a proposition's truth (a vow, a contract, a database COMMIT) with no present/future-self conflict. Re-parent commitment_device under commitment; it keeps its temporal_inconsistency;constraint parents as composition edges."
   }
  ],
  "common_ground": [
   {
    "child": "common_ground",
    "parent": "common_knowledge",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common ground contains common knowledge as its core infinite mutual-recognition invariant, then adds grounding, maintenance, abbreviation, and silent-drift machinery.",
    "reason": "Every proposition admitted to the live common-ground substrate satisfies the technical common-knowledge recursion. Common ground is nevertheless a broader maintained interaction structure: grounding moves build and repair that epistemic invariant, its accumulated body licenses abbreviation, and silent drift creates a distinct failure mode. The invariant is therefore a constituent rather than the whole child or merely external context."
   }
  ],
  "common_knowledge": [
   {
    "child": "common_knowledge",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common knowledge contains a hierarchy as its infinite tower of asymmetrically nested belief levels, with each higher rung depending on all lower rungs.",
    "reason": "The live epistemic condition is organized as K(p), K(K(p)), and arbitrary higher meta-levels. Each rung has a definite asymmetric position and nests the prior statement; the public event lifts a fact through that level structure to its limit. Hierarchy is therefore the tower's internal organization, while common knowledge adds agents, fact semantics, the lifting threshold, and channel fragility."
   }
  ],
  "common_medium_intermediation": [
   {
    "child": "common_medium_intermediation",
    "parent": "network_effect",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common-Medium Intermediation contains a Network Effect because the shared medium becomes more valuable to every participant as more participants adopt it, producing the threshold and lock-in in its signature.",
    "reason": "The N-by-N to N-by-1 collapse explains the medium's combinatorial value, while Network Effect explains adoption and persistence: every new adopter enlarges the set reachable through the medium and therefore raises its value to existing adopters. The live entry treats that self-reinforcement, adoption threshold, and lock-in as constitutive parts of the pattern."
   }
  ],
  "commons_governance": [
   {
    "child": "commons_governance",
    "parent": "governance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commons governance is governance specialized to durable community stewardship of a shared resource.",
    "reason": "Governance is the general architecture of authority, accountability, decision rights, and dispute resolution. Commons Governance inherits that architecture and adds a shared resource, a community of co-users or contributors, monitoring, congruent rules, graduated sanctions, and nested authority designed to sustain distributed stewardship."
   }
  ],
  "communication_repair": [
   {
    "child": "communication_repair",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Communication repair is coordination specialized to detecting and restoring divergence in shared understanding over an unreliable channel.",
    "reason": "Coordination aligns independently controlled agents or processes so their actions produce a coherent result. Communication repair instantiates that pattern after shared understanding diverges: participants detect the mismatch, pause the primary exchange, use a meta-channel act to restore alignment, and resume. It adds the differentia of an unreliable channel, detected divergence, a repair protocol, and a resumption gate. Every defined communication repair is restorative coordination, although most coordination is not repair."
   },
   {
    "child": "communication_repair",
    "parent": "channel",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Communication repair presupposes a channel carrying both the primary exchange and the meta-channel traffic used to detect, repair, and resume after divergence.",
    "reason": "Every repair instance exchanges shared state over an unreliable channel, detects divergence in that stream, sends a meta-channel act through the same medium or a back-channel, and reinserts the repaired state. The conduit is external transmission infrastructure, not a repair protocol subtype or an object that depends on repair."
   },
   {
    "child": "communication_repair",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Communication repair contains a feedback loop in which detected divergence is returned through a meta-channel to change the shared state before the primary exchange resumes.",
    "reason": "A repair episode observes the state produced by the primary exchange, compares the participants' interpretations, routes evidence of divergence back into the interaction, and uses the response to update shared state. Output from one pass therefore becomes corrective input to the next. The meta-channel, divergence detector, and resumption gate specialize that loop for communication, but without feedback there is no return path by which a misunderstanding can alter the exchange that produced it."
   }
  ],
  "community_distributed_adversarial_learning": [
   {
    "child": "community_distributed_adversarial_learning",
    "parent": "adversarial_boundary_navigation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Community-distributed adversarial learning is adversarial boundary navigation performed by a sharing population whose pooled discoveries outpace the principal's rule-update cycle.",
    "reason": "Every instance adaptively probes a deployed rule's discoverable boundary for low-cost configurations that preserve the forbidden payload. It adds a distributed adversary population, low-cost sharing, a public-good technique corpus, amortized discovery cost, and a collective learning rate that exceeds the principal's retraining or rule-revision cycle."
   }
  ],
  "commutativity": [
   {
    "child": "commutativity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commutativity is a kind of invariance: the result of a binary operation is preserved under the swap-of-operands transformation.",
    "reason": "Commutativity says that a o b equals b o a for all elements, so the result of the operation is unchanged under the transformation that swaps the operand order. That is the precise structure of Invariance: a named feature (the operation's value) preserved under a named family of transformations (operand permutation). Commutativity specializes invariance by fixing the operation as a binary combiner and the transformation as the order-swap on its two arguments."
   },
   {
    "child": "commutativity",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commutativity is a specialization of symmetry in which the transformation group permutes the operands of a binary operation.",
    "reason": "Commutativity is a specialization of symmetry in which the symmetry group is the swap of operands and the operation is left invariant under that swap: a circ b equals b circ a for all operands. It inherits the general symmetry commitment that a system is invariant under a specified group action, and specializes by fixing the group to the two-element permutation of operands of a binary operation. When this swap symmetry holds, sequencing collapses one dimension and unlocks reordering, parallelization, and algebraic manipulations unavailable in non-commutative settings."
   }
  ],
  "comparative_advantage": [
   {
    "child": "comparative_advantage",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Comparative advantage presupposes exchange because the welfare-improving specialization it recommends only materializes when surpluses are actually traded.",
    "reason": "Comparative advantage presupposes exchange because the principle recommends specialization based on relative opportunity costs precisely so that the specialized output can be exchanged for surplus from other specialists. Without exchange's bilateral conditional-transfer structure, specialization just produces lopsided autarkic outputs and no mutual gain. Exchange supplies the substrate on which the positive-sum claim is cashed out: the agents involved must trade for the comparative-advantage allocation to be welfare-improving rather than welfare-destroying, so the principle is parasitic on the availability of exchange."
   },
   {
    "child": "comparative_advantage",
    "parent": "opportunity_cost",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Comparative advantage is the specific shape opportunity cost takes when production decisions are compared across agents with different alternative-use profiles.",
    "reason": "Comparative advantage is the specific shape opportunity cost takes when the choice context is the allocation of production across multiple agents, and the relevant comparison is each agent's opportunity cost of producing one good relative to another. It is a structurally-particularized instance of evaluating choices by the value of the best forgone alternative, with the added commitments that the comparison is interpersonal \u2014 not within one agent's options but across agents' relative trade-offs \u2014 and that the welfare result is positive-sum specialization-and-trade based on relative rather than absolute production efficiencies."
   }
  ],
  "comparative_method": [
   {
    "child": "comparative_method",
    "parent": "comparison",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The comparative method is the specific shape comparison takes when it becomes a substitute-for-experiment research design across selected cases.",
    "reason": "The comparative method is the specific shape comparison takes when it becomes a systematic research strategy in domains where controlled experimentation is impossible. Comparison's general anatomy \u2014 comparands, shared frame, alignment rule, output relation \u2014 is structurally particularized into selected societies, eras, or organizations as comparands; Mill's methods of agreement and difference as alignment rules; and inferences about what varies and why as outputs. The general operation is preserved; the specific shape is its disciplined deployment as inferential substitute for randomization through deliberate case selection."
   }
  ],
  "comparative_statics": [
   {
    "child": "comparative_statics",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Equilibrium is the resting-state object comparative statics operates on; comparative statics is the second-order move of comparing two such states...",
    "reason": "'Equilibrium is the resting-state object comparative statics operates on; comparative statics is the second-order move of comparing two such states... the comparison operator that sits one level above the equilibrium noun.' It presupposes equilibrium. Equilibrium supplies the prerequisite condition: Balanced state. Comparative Statics operates against that background: Compare two equilibria before and after a parameter change, ignoring the path between them. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "comparison": [
   {
    "child": "comparison",
    "parent": "self_checking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The comparator that flags divergence between the redundant representations.",
    "reason": "The comparator that flags divergence between the redundant representations. After the cognitive_science frame is stripped away, the retained structural roles are those of Self Checking: A system detects errors in its own output by computing the answer through partially-independent paths and comparing. Comparison adds the local frame and commitments expressed in its identity: Place items in a shared frame along chosen dimensions to read off a relation between them. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "compellence": [
   {
    "child": "compellence",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compellence is a specialization of Coercion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Compellence preserves that general structure while adding its differentia: Imposing ongoing costs to force a positive action and keeping them live until compliance \u2014 the action-demanding counterpart to deterrence, structurally harder because compliance is publicly visible and deadline-bound. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "competitive_niche_differentiation": [
   {
    "child": "competitive_niche_differentiation",
    "parent": "specialization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Competitive niche differentiation is specialization in which narrowing occurs along dimensions that reduce overlap with rivals.",
    "reason": "Participants concentrate on a narrower range of resources, users, functions, or performance axes and gain local fit at the cost of general reach. It inherits Specialization's narrowing and performance trade, adding the competitor-relative direction of that narrowing."
   },
   {
    "child": "competitive_niche_differentiation",
    "parent": "competition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Competitive niche differentiation presupposes negatively coupled outcomes over an overlapping stake.",
    "reason": "Differentiation is a niche response only when the initial overlap makes success rivalrous and narrowing reduces that coupling. Without competition, different roles may reflect ordinary division of labor or arbitrary variety rather than competitive niche differentiation."
   }
  ],
  "complement": [
   {
    "child": "complement",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Complement strictly presupposes a declared universe, a designated subset, and binary membership from which the residual is defined.",
    "reason": "Complement is the residual operation over an already specified universe and subset. It cannot be stated without elements, binary membership, and collection-as-object, but it is not itself the primitive Set and Membership pattern. It adds universe relativity, exhaustive residual formation, and double-complement closure."
   }
  ],
  "complete_enumeration": [
   {
    "child": "complete_enumeration",
    "parent": "completeness",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing population-mapping and measurement-program vocabulary from Complete Enumeration leaves Completeness as its no-required-unit-missing structural criterion.",
    "reason": "Strip the defined population, unit identity, measurement passes, provenance, census cost, and domain-specific downstream inferences. What remains is the requirement that the bounded structure contain no gap relative to its declared coverage criterion. Complete Enumeration is the applied discipline that attempts, audits, and exploits this criterion for population mapping; it is not itself a species of the achieved no-gaps property."
   }
  ],
  "complexity_time_space": [
   {
    "child": "complexity_time_space",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Computational complexity is a specific kind of constraint, binding admissible algorithms to those whose resource growth rate keeps problems practically solvable.",
    "reason": "Computational complexity is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Complexity instantiates this with the binding condition being asymptotic resource growth: algorithms whose time or space scales as polynomial in input size are admissible for large instances, while exponential-time procedures are practically infeasible. The polynomial-versus-exponential boundary partitions the algorithmic feasible set, supplying a machine-independent admissibility criterion that governs which problems can be solved at scale."
   },
   {
    "child": "complexity_time_space",
    "parent": "scaling_and_scale_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Computational complexity is the specific shape scaling takes when the system is an algorithm and the resource cost grows with input size.",
    "reason": "Computational complexity is the specific shape scaling and scale dependence takes when the system in question is an algorithm and the property changing qualitatively with size is resource usage -- time or space. The qualitative-shift signature that scale dependence names appears as the polynomial-versus-exponential boundary: an algorithm efficient at small inputs may be infeasible at large ones not from implementation error but from asymptotic growth rate. Big-O classification is the scale-dependence taxonomy of computational systems."
   },
   {
    "child": "complexity_time_space",
    "parent": "asymptotic_behavior",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Complexity (Time/Space) is a specialization of Asymptotic Behavior, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Asymptotic Behavior supplies the genus: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. Complexity (Time/Space) preserves that general structure while adding its differentia: Resource scaling with input size. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "complexity_time_space",
    "parent": "complexity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parent's own core_idea enumerates computational time/space complexity as one of its constitutive formalizations.",
    "reason": "Parent's own core_idea enumerates computational time/space complexity as one of its constitutive formalizations. Complexity supplies the genus: Measures system intricacy. Complexity (Time/Space) preserves that general structure while adding its differentia: Resource scaling with input size. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "composition": [
   {
    "child": "composition",
    "parent": "gestalt_principles",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Composition presupposes Gestalt principles because deliberate arrangement of elements into a unified whole relies on the perceptual grouping rules Gestalt names.",
    "reason": "Composition presupposes Gestalt principles because the orchestration of visual or conceptual elements into a perceived unified whole \u2014 its central commitment \u2014 works through the perceptual mechanisms by which observers group discrete stimuli into structured wholes: proximity, similarity, continuity, closure, figure-ground, common fate. Without Gestalt's prior grouping operations, the compositional arrangement would register only as a collection of separate items rather than as a coherent ensemble. Composition inherits Gestalt's grouping-rule apparatus and deploys it intentionally, treating the perceptual rules as design levers for guiding attention, weighting elements, and producing coherence."
   }
  ],
  "compression": [
   {
    "child": "compression",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a kind of aggregation: it collapses redundant detail into a unified shorter representation while retaining chosen structure.",
    "reason": "Compression encodes information in a shorter representation by exploiting redundancy, deliberately losing or restructuring detail to retain the features that matter for reconstruction or downstream use. That is the move of Aggregation: collapsing many items into a unified form that keeps chosen features while suppressing granular detail. Compression specializes aggregation by tying the suppressed detail to redundancy or perceptual unimportance and by holding a reconstruction or fidelity criterion as the design constraint."
   },
   {
    "child": "compression",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a kind of optimization: it minimizes representation length subject to a reconstruction-fidelity constraint.",
    "reason": "Compression seeks the shortest encoding of a source under a chosen fidelity criterion \u2014 exact reconstruction for lossless, bounded distortion for lossy \u2014 and trades coding cost against quality at the chosen operating point. That is the optimization triplet: decision variable (the encoding), objective (representation length), and constraint (fidelity). Compression specializes optimization to the encoding-length objective, with rate-distortion theory and entropy bounds setting the achievable frontier."
   },
   {
    "child": "compression",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a specialization of abstraction in which the retained structure is information-theoretic regularity and the discarded structure is the redundancy.",
    "reason": "Compression is a specialization of abstraction in which the purpose-relative retention is reduction of representational length: keep the information-theoretic content needed for exact or approximate reconstruction, drop the statistical or perceptual redundancy. It inherits abstraction's general commitment to purpose-relative retention of structure with explicit naming of what is kept and dropped, and specializes by fixing the purpose to storage or transmission economy and the projection to one that shortens symbol count, with the Shannon limit setting the floor on lossless reduction."
   }
  ],
  "computability": [
   {
    "child": "computability",
    "parent": "algorithm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Per dossier and file: computability is 'the boundary/meta-level relation that algorithm presupposes' \u2014 the existence-question (does an effective procedure exist at all?) over algorithm's central object.",
    "reason": "Per dossier + file: computability is 'the boundary/meta-level relation that algorithm presupposes' \u2014 the existence-question (does an effective procedure exist at all?) over algorithm's central object. algorithm is the positive object, computability the partition between buildable and provably-unbuildable. Presupposes the notion of effective procedure."
   }
  ],
  "concentration": [
   {
    "child": "concentration",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Concentration (massing resources at a decisive point) is a specific allocation strategy within resource management's policy space.",
    "reason": "Concentration (massing resources at a decisive point) is a specific allocation strategy within resource management's policy space. Resource Management supplies the genus: Allocation of finite assets. Concentration preserves that general structure while adding its differentia: Massing a divisible resource or effort at the decisive point rather than spreading it thin \u2014 the deliberate creation of local superiority by accepting weakness elsewhere. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "concept_drift": [
   {
    "child": "concept_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A learned rule loses validity OVER TIME \u2014 but the RULE is intact and the WORLD moved (the relationship degraded), distinct from the substrate physically decaying.",
    "reason": "A learned rule loses validity OVER TIME \u2014 but the RULE is intact and the WORLD moved (the relationship degraded), distinct from the substrate physically decaying. Temporal Decay and Degradation supplies the prerequisite condition: System properties or capabilities systematically diminish over time. Concept Drift operates against that background: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "concept_drift",
    "parent": "non_stationary_objective",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concept_drift is 'one substrate-specific case' \u2014 the ML instance (a data distribution shifting under a deployed model) of the substrate-neutral non-stationary-objective structure.",
    "reason": "Concept_drift is 'one substrate-specific case' \u2014 the ML instance (a data distribution shifting under a deployed model) of the substrate-neutral non-stationary-objective structure. Non-Stationary Objective supplies the genus: The target moves at a rate comparable to or faster than the system can converge on it, so tracking error replaces steady-state error. Concept Drift preserves that general structure while adding its differentia: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "concept_drift",
    "parent": "calibrated_rule_vs_moving_world",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concept Drift is a specialization of Calibrated Rule versus Moving World, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Calibrated Rule versus Moving World supplies the genus: A rule, model, or policy fitted to a past distribution of the world degrades as the world it was calibrated on drifts away from that distribution. Concept Drift preserves that general structure while adding its differentia: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "conceptual_blending": [
   {
    "child": "conceptual_blending",
    "parent": "analogy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conceptual blending presupposes analogy because cross-space projection into a blended space relies on prior structural mapping between the input domains.",
    "reason": "Conceptual blending presupposes analogy because constructing a blended space by selectively projecting elements from two or more input spaces requires a cross-space mapping that identifies correspondences between elements \u2014 exactly the structural role-alignment that analogy supplies. Without analogy's relational mapping between source and target domains, there would be no correspondence structure to feed selective projection, and the blend could not preserve a coherent generic space capturing what the inputs share. Analogy supplies the mapping operation; blending adds the further move of constructing a new integrated space with emergent structure not present in either input alone."
   }
  ],
  "concurrent_cross_functional_collaboration": [
   {
    "child": "concurrent_cross_functional_collaboration",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concurrent cross-functional collaboration is a specialization of coordination \u2014 specifically, coordination among diverse-discipline specialists working simultaneously on a shared design problem.",
    "reason": "Concurrent cross-functional collaboration is a specialization of coordination in which the actors being aligned are specialists from different functional disciplines and the alignment occurs simultaneously rather than through sequential handoff. Where coordination names the active alignment of independently controlled actors toward a coherent collective outcome generally, this specialization fixes the actor composition (cross-functional), the temporal structure (concurrent), and the medium of alignment (tight communication loops with shared decision authority around design integration)."
   },
   {
    "child": "concurrent_cross_functional_collaboration",
    "parent": "task_interdependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Concurrent cross-functional collaboration presupposes task interdependence because its simultaneous engagement is justified only when functional tasks have reciprocal couplings.",
    "reason": "Concurrent cross-functional collaboration is justified only when the tasks being performed are reciprocally interdependent \u2014 when design, manufacturing, and operations decisions iteratively shape one another rather than feeding forward in a fixed sequence. Without task interdependence's machinery of workflow coupling, the simultaneous engagement of multiple specialists would be wasteful: tasks that are merely pooled or sequential need only sequential handoff. The reciprocal interdependence supplies the structural condition that makes concurrent engagement the efficient coordination form."
   }
  ],
  "conditional_access": [
   {
    "child": "conditional_access",
    "parent": "opportunity_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conditional access requires unequal control over the desired item and therefore unequal feasible action sets.",
    "reason": "The controller can force acceptance of the coupled item only because it controls access to something the recipient cannot obtain on equivalent terms elsewhere; without that opportunity asymmetry the take-both-or-neither leverage disappears."
   }
  ],
  "conditional_probability": [
   {
    "child": "conditional_probability",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Per dossier: 'record subsumption under probability.' Conditioning is the relativizing/re-normalization move on top of the base measure \u2014 a specialization (one of probability's six signature components promoted to a distinct relational primitive: measure re-normalization to an information context).",
    "reason": "Per dossier: 'record subsumption under probability.' Conditioning is the relativizing/re-normalization move on top of the base measure \u2014 a specialization (one of probability's six signature components promoted to a distinct relational primitive: measure re-normalization to an information context). Probability supplies the genus: Quantifies uncertainty and likelihoods. Conditional Probability preserves that general structure while adding its differentia: Re-normalize a probability measure to the information context that is taken as given. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "conditioning_behavioral": [
   {
    "child": "conditioning_behavioral",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Behavioral conditioning is a specialization of learning; it is the family of contingency-detection mechanisms that durably update behavior through pairing.",
    "reason": "Learning is the process by which an agent durably updates an internal capability \u2014 knowledge, skill, model, or behavior \u2014 as a result of experience. Behavioral conditioning is the specific family of learning mechanisms that detect statistical contingencies between environmental events (stimulus-response pairings, contingent reinforcement) and adjust behavior accordingly, with generalization, discrimination, and extinction as characteristic features. It inherits learning's durable-experience-driven-self-update structure and adds the specific mechanism \u2014 contingency detection through pairing \u2014 that produces the update. A specialization of learning keyed to associative contingency."
   },
   {
    "child": "conditioning_behavioral",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Behavioral conditioning presupposes feedback because learned associations are forged by routing the consequence of a response back to modulate the response itself.",
    "reason": "Behavioral conditioning depends on the closure of a loop between behavior and consequence: the organism emits a response, the environment delivers reinforcement or punishment, and the returned signal modulates the probability of the response on the next cycle. Without the feedback arrangement \u2014 output measured, returned along a path, coupled with a sign that strengthens or weakens \u2014 the contingencies that conditioning detects could not be detected, and the response-strengthening and extinction dynamics could not arise. Feedback is the structural substrate on which conditioning operates."
   }
  ],
  "confidence_annotation": [
   {
    "child": "confidence_annotation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A graded warrant marker summarizing how-much-to-trust once weighing is done; presupposes the verification/evidence-weighing whose verdict it compresses into a portable, separable label.",
    "reason": "A graded warrant marker summarizing how-much-to-trust once weighing is done; presupposes the verification/evidence-weighing whose verdict it compresses into a portable, separable label. Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Confidence Annotation operates against that background: A graded warrant marker attached to a claim that travels with it and tells downstream consumers how much weight to place on it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "confidence_intervals": [
   {
    "child": "confidence_intervals",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confidence intervals are a specific kind of uncertainty quantification, supplying interval estimates with calibrated long-run coverage.",
    "reason": "Confidence intervals are a specialization of uncertainty. The general pattern is the structural condition of incomplete knowledge about a parameter, with the commitment to specify the unknown, the evidence, the form of unknowing, and the calibration. Confidence intervals instantiate this with the evidence being sample data, the form being a sampling-distribution-derived interval, and the calibration being the pre-specified long-run frequency with which the procedure covers the true parameter. It is uncertainty formalized as a procedure-level coverage claim about the unknown, distinct from but complementary to Bayesian credible intervals over the parameter directly."
   },
   {
    "child": "confidence_intervals",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confidence intervals presuppose statistical inference because they are an interval-estimate procedure whose calibrated coverage is defined within the inferential framework.",
    "reason": "A confidence interval is a procedure that produces interval estimates with a pre-specified long-run coverage probability under repeated sampling \u2014 a structure intelligible only within statistical inference's machinery of treating observed data as one draw from a probability model and reasoning about underlying parameters under sampling variability. Without that inferential framework, the long-run frequency interpretation that gives the interval its calibration would be vacuous, and the procedure would degenerate to bare data summarization. Statistical inference supplies the sampling-framework substrate the confidence-interval procedure operates in."
   }
  ],
  "confidentiality": [
   {
    "child": "confidentiality",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confidentiality is the information-use species of constraint, restricting an authorized holder's admissible disclosures and downstream actions.",
    "reason": "Confidentiality is the information-use species of constraint, restricting an authorized holder's admissible disclosures and downstream actions. A binding condition reduces the feasible set of actions to those satisfying it, regardless of which otherwise available action the holder prefers. The constrained actions are uses and disclosures of protected information by a party already authorized to possess it, under release and exception rules."
   }
  ],
  "configuration_drift": [
   {
    "child": "configuration_drift",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Drift is the divergence between a system-of-record (intended state) and the running state; it presupposes a maintained authoritative record against which reality could be compared \u2014 the traceability infrastructure whose absence-of-reconciliation it names.",
    "reason": "Drift is the divergence between a system-of-record (intended state) and the running state; it presupposes a maintained authoritative record against which reality could be compared \u2014 the traceability infrastructure whose absence-of-reconciliation it names. Traceability supplies the prerequisite condition: The infrastructure of bidirectional links that lets any element be followed backward to its origin and forward to its uses, turning opaque processes into auditable, queryable histories. Configuration Drift operates against that background: The silent, monotonic divergence between a system's recorded intended state and its actual running state, driven by accumulated out-of-band changes that bypass the record until a forced reconciliation exposes the gap. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "confirmation_bias": [
   {
    "child": "confirmation_bias",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confirmation Bias is a kind of heuristic: a fast rule favoring belief-consistent processing yields systematic error in evidence evaluation.",
    "reason": "Confirmation bias is the systematic tendency to favor information processing that supports prior belief \u2014 through biased search, biased interpretation, and biased recall \u2014 over symmetric testing. Functionally it is a fast rule that economizes on the costs of fully balanced evaluation at the price of characteristic directional error. That is the heuristic profile: a simplified procedure whose value depends on the trade-off between speed and accuracy. Confirmation bias specializes heuristic to belief-protecting evidence processing."
   },
   {
    "child": "confirmation_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confirmation bias is a specialization of bias in which the systematic displacement favors processing that supports the prior belief.",
    "reason": "Confirmation bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern in the information-processing subclass: biased search, biased interpretation, and biased memory together skew evidence accumulation in the direction of the held hypothesis. It exhibits bias's defining signature -- a sign and direction surviving the accumulation of more data -- with the offset traced to the asymmetric handling of confirming versus disconfirming evidence, distinguishing this class within the broader catalog of cognitive biases."
   }
  ],
  "confirmation_dialog": [
   {
    "child": "confirmation_dialog",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A commitment checkpoint splits a single fast DECISION into two separated acts (intent and costly re-affirmation) at the last reversible moment.",
    "reason": "A commitment checkpoint splits a single fast DECISION into two separated acts (intent + costly re-affirmation) at the last reversible moment. It presupposes a decision it gates and a reversibility threshold; structural scaffolding around an existing choice."
   }
  ],
  "conflict_of_interest": [
   {
    "child": "conflict_of_interest",
    "parent": "role_conflict",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conflict of interest presupposes role conflict because incompatible duties and interests pulling one agent in different directions instantiates the multi-role strain pattern.",
    "reason": "Conflict of interest arises when a person or institution holds multiple duties, relationships, or financial interests pulling in incompatible directions, such that pursuing one undermines another. The structure is a particular case of role conflict: a single agent simultaneously occupies positions whose embedded expectation-sets cannot all be satisfied. Role conflict supplies the underlying multi-incumbency-with-incompatible-expectations pattern. Conflict of interest specializes it to fiduciary and incentive contexts, where the incompatible roles concern duties to principals or self-versus-other interests, with the same structural impossibility of simultaneous full compliance."
   }
  ],
  "confounding": [
   {
    "child": "confounding",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confounding presupposes Experimental Design: identifying and controlling third-variable common causes is the central problem the design must address.",
    "reason": "Confounding occurs when a third variable that is a common cause of putative cause and effect distorts the observed association, fabricating, exaggerating, attenuating, or reversing it. The concept is meaningful only against a design that seeks to license causal or comparative inference: randomization, blocking, stratification, and matching all exist precisely to neutralize confounders. Confounding presupposes Experimental Design as the framework whose ambitions it threatens and whose protocols it forces."
   },
   {
    "child": "confounding",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confounding is a kind of bias: it produces a systematic, non-averaging displacement of the estimated causal effect from the true effect.",
    "reason": "Confounding distorts the estimated relationship between cause and effect in a consistent direction set by the common cause's structure, with the displacement persisting and often growing as samples accumulate rather than averaging out. That is the defining contrast between Bias and noise: bias is a persistent offset that more data does not erase. Confounding specializes bias to the causal-inference case, where the offset arises from non-causal paths between treatment and outcome rather than from estimator construction."
   },
   {
    "child": "confounding",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confounding presupposes causality because the third-variable distortion is defined relative to the true causal relation it obscures.",
    "reason": "Confounding presupposes causality because the very claim that an observed association is distorted -- fabricated, attenuated, or reversed -- requires a true causal relation against which the distortion is measured. The confounder Z is a common cause of X and Y in the causal graph, and adjustment is required to recover the genuine X-to-Y causal effect. Without causality's four-component structure of cause, effect, productive connection, and counterfactual sensitivity, there is no causal target to be confounded and no formal criterion separating spurious association from genuine effect."
   }
  ],
  "confused_deputy": [
   {
    "child": "confused_deputy",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confused Deputy is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Confused Deputy preserves that general structure while adding its differentia: A privileged intermediary acts on its own authority while the intent originated with an outsider who lacks it, so authority is borrowed without intent being tracked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "confused_deputy",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A privileged intermediary executing an outsider's intent without authority is a specific misalignment-of-authority-and-intent instance of the principal-agent structure.",
    "reason": "A privileged intermediary executing an outsider's intent without authority is a specific misalignment-of-authority-and-intent instance of the principal-agent structure. Agency Problem supplies the genus: Misaligned incentives. Confused Deputy preserves that general structure while adding its differentia: A privileged intermediary acts on its own authority while the intent originated with an outsider who lacks it, so authority is borrowed without intent being tracked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "conjugate_observable_complementarity": [
   {
    "child": "conjugate_observable_complementarity",
    "parent": "complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conjugate-Observable Complementarity is a specialization of Complementarity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Complementarity supplies the genus: Two non-overlapping roles that jointly exhaust a whole and require each other. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "conjugate_observable_complementarity",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conjugate-Observable Complementarity is a specialization of Trade-offs, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Trade-offs supplies the genus: Balancing competing priorities. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "conjugate_observable_complementarity",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Conjugate-Observable Complementarity is typically a specialization of Uncertainty, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Uncertainty supplies the genus: Incomplete knowledge. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "conjugate_variables": [
   {
    "child": "conjugate_variables",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presupposes symmetry because the canonical transformation mediating between the two complementary descriptions is a symmetry of the underlying physics.",
    "reason": "Conjugate variables couple two complementary descriptions of a system via a canonical transformation or integral transform that preserves the essential physics while exchanging which features are local. This presupposes symmetry: invariance under a specified group of transformations, with the algebraic commitment that the stated transformation leaves the system unchanged in a specified sense. The canonical transformation is precisely such a structure-preserving group action on phase space; the Fourier kernel is a unitary transformation preserving total content. Without symmetry's transformation-group framework, the equivalence between conjugate descriptions has no algebraic substrate."
   },
   {
    "child": "conjugate_variables",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presupposes invariance because the canonical transformation between the two descriptions preserves the underlying physical content.",
    "reason": "Conjugate variables couple two descriptions of a system through a canonical transformation that preserves essential physics or information content while exchanging which features are local. This presupposes invariance: a named feature remaining unchanged under a named family of transformations, with the joint commitment to what is preserved and which operations preserve it. The conjugate transformation preserves the action functional, the commutator structure, or the total signal energy; what is preserved (the invariant) is what makes the two descriptions equivalent for physical purposes despite their different sharpness in different variables."
   },
   {
    "child": "conjugate_variables",
    "parent": "conjugate_observable_complementarity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presuppose measurement uncertainty and complementarity because the pair only acquires its joint under-determination through complementary measurement structure.",
    "reason": "Conjugate variables presuppose measurement uncertainty and complementarity because the defining feature of a conjugate pair, beyond a formal coupling like a commutator or Fourier kernel, is that sharpening one side necessarily broadens the other. That joint under-determination is precisely what complementarity names: a structural trade-off in what can be simultaneously specified, not a contingent instrumental limit. Without the prior commitment that certain observables are complementary in this irreducible sense, the canonical pairing would reduce to a routine change of variables with no inherent measurement constraint."
   }
  ],
  "conjunctive_path_activation": [
   {
    "child": "conjunctive_path_activation",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A causal-graph property: a latent path whose state-conditional edges conduct only under an AND of factors.",
    "reason": "A causal-graph property: a latent path whose state-conditional edges conduct only under an AND of factors. Presupposes a directed causal structure; left at composition since it is a property OF a causal graph, not an is-a."
   }
  ],
  "connectedness": [
   {
    "child": "connectedness",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A network is the substrate \u2014 elements plus relations; connectedness is one PROPERTY of that substrate (is it one piece?).' It presupposes the network of elements-and-relations and reads only the reachability partition.",
    "reason": "'A network is the substrate \u2014 elements plus relations; connectedness is one PROPERTY of that substrate (is it one piece?).' It presupposes the network of elements-and-relations and reads only the reachability partition. Network supplies the prerequisite condition: Models interactions between components. Connectedness operates against that background: A whole that cannot be split into parts with no relation crossing between them. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "consensus": [
   {
    "child": "consensus",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Consensus is Coordination specialized to producing one shared decided value under an explicit fault model while satisfying agreement, validity, and termination.",
    "reason": "Coordination is the general alignment of independently controlled actors. Consensus is its strict agreement-forming species: participants begin with divergent proposals, a fault model bounds crash, omission, or Byzantine behavior, and a protocol must jointly satisfy agreement, validity, and termination. Ordinary coordination need not decide one value or confront FLP and quorum thresholds, so the additional commitments are genuine differentia."
   }
  ],
  "consent": [
   {
    "child": "consent",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Consent presupposes authority because consent operates by granting another party legitimate authority over a domain that would otherwise be off-limits.",
    "reason": "Consent presupposes authority because its essential function is to confer legitimate decision-making power over a domain \u2014 body, property, data, action \u2014 that the consenting agent would otherwise control exclusively. Without authority's prior structure of recognized right-to-decide, the act of consenting would have nothing to transfer or authorize. Consent inherits authority's general apparatus of legitimate power to bind and supplies the specific mode by which that power can arise from below: through the autonomous, informed, voluntary authorization of the party whose domain is at stake, generating an obligation the recipient could not otherwise claim."
   }
  ],
  "conservation_event": [
   {
    "child": "conservation_event",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A conservation event presupposes comparing a system's current condition with an earlier reference state so that the decay to be arrested and the restoration direction are determinate.",
    "reason": "Every conservation event places the system's current condition and an earlier reference state in a shared frame, selects the dimensions that matter for preservation, and reads off the departure that the bounded intervention will arrest or reverse. Without that comparison there is no determinate decay trajectory, restoration direction, or traceable basis for preserve/restore/leave decisions. Comparison is required analytical machinery, not the genus of the intervention itself."
   }
  ],
  "conservation_laws": [
   {
    "child": "conservation_laws",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conservation laws are the temporal specializations of invariance in which a specified quantity remains unchanged through a system's allowed evolution.",
    "reason": "Invariance names persistence under a specified transformation. A conservation law fixes that transformation to the system's evolution through time and fixes the invariant to an additive or otherwise measurable quantity. The system may redistribute or transform the quantity internally, but its closed-boundary total remains unchanged. Conservation Laws therefore specializes Invariance while adding quantity, boundary, flux-balance, and time-evolution commitments."
   }
  ],
  "consistency": [
   {
    "child": "consistency",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Consistency is a META-property of a COLLECTION of constraints' \u2014 whether the intersection of all their admissible regions is nonempty.",
    "reason": "'Consistency is a META-property of a COLLECTION of constraints' \u2014 whether the intersection of all their admissible regions is nonempty. A lone constraint is never inconsistent; consistency presupposes a set of constraints. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Consistency operates against that background: A set of commitments cannot jointly derive a contradiction. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "consistency_model": [
   {
    "child": "consistency_model",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Concurrency is the CONDITION \u2014 multiple operations in flight; a consistency model is the CONTRACT specifying which observations of that concurrency are legal.",
    "reason": "'Concurrency is the CONDITION \u2014 multiple operations in flight; a consistency model is the CONTRACT specifying which observations of that concurrency are legal. Concurrency creates the problem the model governs.' It presupposes concurrency. Concurrency supplies the prerequisite condition: Manage simultaneous processes. Consistency Model operates against that background: An explicit contract over which observations of shared state are legal when updates are concurrent. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "consistency_model",
    "parent": "contract",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A consistency model is explicitly an explicit contract specifying legal observations of shared state, fitting the general obligations-and-permissions bundle structure of contract.",
    "reason": "A consistency model is explicitly an explicit contract specifying legal observations of shared state, fitting the general obligations-and-permissions bundle structure of contract. Contract supplies the genus: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. Consistency Model preserves that general structure while adding its differentia: An explicit contract over which observations of shared state are legal when updates are concurrent. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "construct_validity": [
   {
    "child": "construct_validity",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Construct_validity is the PSYCHOMETRIC specialization (proxy=instrument, target=latent construct) of the cross-domain proxy->target fidelity genus.",
    "reason": "Construct_validity is the PSYCHOMETRIC specialization (proxy=instrument, target=latent construct) of the cross-domain proxy->target fidelity genus. Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Construct Validity preserves that general structure while adding its differentia: Whether a measurement procedure actually captures the theoretical construct it claims to, rather than a correlated but distinct surrogate, across a three-layer construct-proxy-signal gap. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "constructivist_learning": [
   {
    "child": "constructivist_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Constructivist learning is a specialization of learning that frames the durable update as active meaning-making rather than passive reception.",
    "reason": "Constructivist learning is a kind of learning specialized by its account of how the durable update happens: the learner actively constructs knowledge through direct experience, reflection, and social interaction rather than receiving pre-formed content from an authority. It inherits learning's general commitment to durable, experience-driven self-update of an agent's internal state, and adds the specific epistemological commitment that meaning is produced bidirectionally through the learner's assimilation and accommodation of environmental encounters \u2014 contrasting with transmission models that treat the learner as a passive recipient."
   },
   {
    "child": "constructivist_learning",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Constructivist learning presupposes mental model because active knowledge-construction by the learner produces and revises internal representations of the domain.",
    "reason": "Constructivist learning posits that learners actively construct knowledge through experience, reflection, and social interaction, building internal cognitive structures rather than receiving pre-formed information passively. The construction-and-revision activity requires that there be internal representations to construct: simplified, manipulable stand-ins for domain workings that support simulation and prediction. Mental model supplies that structural object. Without mental models as the target of construction, the assimilation-and-accommodation dynamic would have nothing to operate on and the bidirectional engagement between learner and world would have no internal substrate to revise."
   },
   {
    "child": "constructivist_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Constructivism is the learner-centered pedagogical paradigm \u2014 a kind of deliberate structuring of the learner's encounter with content.",
    "reason": "Constructivism is the learner-centered pedagogical paradigm \u2014 a kind of deliberate structuring of the learner's encounter with content. Pedagogy supplies the genus: Deliberate other-directed structuring of a learner's encounter with content to cause durable change in their capability. Constructivist Learning preserves that general structure while adding its differentia: Build knowledge from experience. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "contact_response_decomposition": [
   {
    "child": "contact_response_decomposition",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Contact-Response Decomposition typically presupposes Decomposition, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Decomposition supplies the prerequisite condition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Contact-Response Decomposition operates against that background: Impact decomposes into how much contact occurs between a system and a driver times how strongly the system responds per unit of contact, two independently actionable terms. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "contagion": [
   {
    "child": "contagion",
    "parent": "associative_property_transfer",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Epidemiological contagion is 'the warranted causal special case' \u2014 a property flowing along a link that genuinely is a causal channel.",
    "reason": "Epidemiological contagion is 'the warranted causal special case' \u2014 a property flowing along a link that genuinely is a causal channel. associative_property_transfer is the warrant-neutral parent covering causal, heuristic (halo), and fallacious (guilt-by-association) alike. Associative Property Transfer supplies the genus: A property flows along an associative link rather than along a causal or evidential one. Contagion preserves that general structure while adding its differentia: Spread of a state from element to element through contact. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "containerization": [
   {
    "child": "containerization",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'a standardized published interface is one of containerization's named ingredients'; containerization uses an interface but adds dependency-bundling, standardization of external form, and substrate-blind handling.",
    "reason": "'a standardized published interface is one of containerization's named ingredients'; containerization uses an interface but adds dependency-bundling, standardization of external form, and substrate-blind handling. It presupposes the interface as a component. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Containerization operates against that background: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "containerization",
    "parent": "information_hiding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Containerization wraps units behind a standardized exterior so handlers are substrate-blind to contents, a specialized transport-oriented application of information hiding.",
    "reason": "Containerization wraps units behind a standardized exterior so handlers are substrate-blind to contents, a specialized transport-oriented application of information hiding. Information Hiding supplies the genus: Deliberately concealing internal facts behind a stable public surface to control dependencies. Containerization preserves that general structure while adding its differentia: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "containment": [
   {
    "child": "containment",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Containment is a kind of constraint: a maintained perimeter restricts the admissible reach of an entity, process, or hazard.",
    "reason": "Containment draws and maintains a boundary that prevents a contained entity, process, or hazard from spreading or interacting uncontrolled with its surroundings. The perimeter functions as a binding restriction on admissible configurations: any state in which the contained item has escaped is ruled out regardless of other merit. That is the defining structure of a Constraint, here specialized to spatial-or-relational isolation of a propagating agent, energy flow, or contagious condition."
   },
   {
    "child": "containment",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Containment presupposes boundary because holding something within a perimeter to prevent spread requires that perimeter as a first-class structural object.",
    "reason": "Containment is the bounded isolation of an entity, process, or hazard within a defined perimeter to prevent uncontrolled interaction with surroundings. The operation constitutively requires a boundary: a demarcation between contained and external with maintained integrity and controlled permeability. Boundary supplies the structural object \u2014 bounded entity, demarcation criterion, permeability \u2014 that containment then makes operative as a barrier to propagation. Without a boundary as first-class structure with maintained integrity, containment has no perimeter to defend and no inside-outside distinction to enforce."
   }
  ],
  "context_dependent_preference": [
   {
    "child": "context_dependent_preference",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Context-Dependent Preference is Preference specialized to an ordering whose value relation is indexed by a comparison menu or evaluation procedure.",
    "reason": "Context-Dependent Preference is Preference specialized to an ordering whose value relation is indexed by a comparison menu or evaluation procedure. Both define an ordering among alternatives that can guide selection or choice. The child requires unchanged focal options, an independently manipulated context generator, and a reproducible change in their ordering."
   }
  ],
  "context_stripping": [
   {
    "child": "context_stripping",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Context stripping is a transformation that preserves a focal signal while projecting away part of the surrounding state that helped determine its content.",
    "reason": "Context stripping maps an input consisting of a focal signal plus meaning-bearing surroundings into an output that preserves the focal signal while removing some of those surroundings. That is a rule-governed restructuring with an explicit invariant and an explicit alteration, so it is a strict specialization of Transformation."
   },
   {
    "child": "context_stripping",
    "parent": "context",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Context stripping presupposes Context because the operation is defined by removing surrounding state that selects the content of a fixed focal signal.",
    "reason": "The operation cannot be identified from the focal signal alone. It requires surrounding state that changes or constrains what that signal carries, and then removes some of that state while leaving the focal token intact. Context supplies exactly the meaning-selecting relation that is being severed."
   }
  ],
  "contextual_mode_switching": [
   {
    "child": "contextual_mode_switching",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Contextual mode switching is a specific kind of adaptation where the agent shifts among pre-built behavioral repertoires in response to context cues.",
    "reason": "Contextual mode switching is a specialization of adaptation. The general pattern is a process by which a system changes its internal structure or behaviour in response to environmental change, preserving or improving fit. Mode switching instantiates this with the adaptation being movement among a maintained inventory of context-tuned modes (vocabulary, tone, procedure, tooling) triggered by contextual cues. The system maintains the modes as standing capacity rather than constructing each response from scratch, so the change-to-fit is realized as selection from a repertoire rather than incremental modification of a single default behaviour."
   },
   {
    "child": "contextual_mode_switching",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Contextual mode switching presupposes state and state transition because switching between mode-bundles requires a discrete state space of available modes.",
    "reason": "Contextual mode switching organizes an agent's behavior as a repertoire of discrete modes, each a coherent bundle of vocabulary, tone, and procedure, with contextual cues triggering transitions between them. This is structurally a state-transition system: the modes are states, the cues are transition triggers, and the switching rule is the transition relation. Without an underlying commitment to discrete states with rule-governed transitions, the mode-bundles would not be separable nor the switches identifiable. Mode switching presupposes the state-machine architecture as its substrate."
   }
  ],
  "continuity": [
   {
    "child": "continuity",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Continuity presupposes invariance because the epsilon-delta condition is the preservation of nearness under the mapping.",
    "reason": "Continuity presupposes invariance because the no-sudden-jumps condition is exactly the claim that a specific feature -- nearness between input points -- is preserved under the application of the mapping. The preimage-of-open-is-open formulation makes this explicit: the topological structure of openness is the named feature, and continuous maps are the family of transformations that preserve it. Without invariance's joint commitment to what-is-preserved and under-which-operations, the continuity condition has no structural content; continuity is topological invariance under the map. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Continuity operates against that background: Smooth change without jumps. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "continuity",
    "parent": "neighborhood",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Continuity is a specialization of Neighborhood, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Neighborhood supplies the genus: The local-context window of elements close to a focal point under a proximity structure. Continuity preserves that general structure while adding its differentia: Smooth change without jumps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "contract": [
   {
    "child": "contract",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'An interface that no authority enforces and whose violation carries no remedy is a contract's structural SKELETON without its binding force.' A contract = interface and normative obligation and breach criterion and remedy and accepted enforcement regime.",
    "reason": "'An interface that no authority enforces and whose violation carries no remedy is a contract's structural SKELETON without its binding force.' A contract = interface and normative obligation and breach criterion and remedy and accepted enforcement regime. It presupposes/enriches the interface. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Contract operates against that background: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "contraposition": [
   {
    "child": "contraposition",
    "parent": "deductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Deduction is the whole family of truth-preserving inference; contraposition is one specific equivalence-rewrite within it (paired with modus tollens).",
    "reason": "'Deduction is the whole family of truth-preserving inference; contraposition is one specific equivalence-rewrite within it (paired with modus tollens). It is an instance of deductive reasoning, not its scope.' A specialization of deductive_reasoning. Deductive Reasoning supplies the genus: General to specific conclusions. Contraposition preserves that general structure while adding its differentia: Run an implication backward: from the absence of the consequence, infer the absence of the cause. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "contrast": [
   {
    "child": "contrast",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Contrast presupposes comparison because emphasizing a difference requires the prior operation of placing items under a shared frame.",
    "reason": "Contrast presupposes comparison because foregrounding a difference between elements requires them first to be brought under a shared frame and aligned along some dimension where the difference can register. Comparison supplies the relational machinery \u2014 comparands, dimensions, alignment rule \u2014 that makes any two items commensurable enough to register as different. Contrast then specifies that the output relation is one of perceptually or cognitively emphasized difference rather than mere relation; without the prior comparative operation, there is no shared axis along which the heightened difference can be read."
   }
  ],
  "control_data_channel_confusion": [
   {
    "child": "control_data_channel_confusion",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "An in-band-signalling FLAW of a contracted boundary where control and data share a substrate; presupposes an interface (the meeting point) whose control/data separation is marked by content not construction.",
    "reason": "An in-band-signalling FLAW of a contracted boundary where control and data share a substrate; presupposes an interface (the meeting point) whose control/data separation is marked by content not construction. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Control / Data Channel Confusion operates against that background: A receiver interprets attacker-controlled data as authoritative instructions because the protocol separates control from data by content inspection rather than by structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "control_data_channel_confusion",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Control / Data Channel Confusion is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Control / Data Channel Confusion preserves that general structure while adding its differentia: A receiver interprets attacker-controlled data as authoritative instructions because the protocol separates control from data by content inspection rather than by structure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "control_sample": [
   {
    "child": "control_sample",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Control Sample presupposes the comparison in which it serves as the deliberately matched comparator for the case of interest.",
    "reason": "A sample becomes a control only relative to a focal case, a defined contrast, and a shared measurement procedure. Remove that comparison and the same specimen is merely a sample, not a control. Comparison supplies the required relation; Control Sample adds matching, experimental role, and background-subtraction commitments, so the object-role is not itself a kind of the comparison operation."
   }
  ],
  "controllability": [
   {
    "child": "controllability",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Controllability requires a state space and input-conditioned transition rule before reachability from an initial state to a target state can be evaluated.",
    "reason": "State transition supplies the modeled dynamics; Controllability adds admissible inputs, target regions, finite horizons, reachability, rank tests, and actuator placement. State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Controllability operates against that background: Ability to steer system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "controlled_reentry": [
   {
    "child": "controlled_reentry",
    "parent": "controllability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Controlled reentry presupposes enough intervention authority to advance, hold, reverse, or abort the staged return.",
    "reason": "A return is controlled only when the operator can steer progression through checkpoints and re-suspend it after a failure signal; without that reachable intervention set the process is merely observed reentry."
   },
   {
    "child": "controlled_reentry",
    "parent": "monitoring",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Continuous state observation and threshold checking are constitutive parts of controlled reentry.",
    "reason": "The staged pathway advances or aborts in response to telemetry and checkpoint criteria, so monitoring is an internal component rather than an optional accompaniment. Monitoring supplies an internal constituent: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. Controlled Reentry requires that role within this mechanism: Re-establishing a suspended activity or state through staged, monitored steps with the capacity to abort, because returning to normal is a separate engineered process and not a simple reversal of the exit. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "convection": [
   {
    "child": "convection",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convection is a kind of transformation: it maps an input distribution into a restructured output via the rule of buoyancy-driven bulk flow.",
    "reason": "Convection transports heat, mass, or momentum by the coherent motion of fluid driven by buoyancy from temperature or composition gradients, restructuring spatial distributions of those quantities into circulatory patterns. That fits the Transformation schema: input distribution mapped to output distribution under a rule, with certain properties preserved (mass, energy) and others altered (spatial profile). Convection specializes transformation by fixing the rule as buoyancy-driven bulk fluid motion organized into cells."
   },
   {
    "child": "convection",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Convection presupposes gradient because the buoyancy-driven fluid motion is initiated and sustained by density differences arising from gradients in temperature or composition.",
    "reason": "Convection is fluid transport driven by density differences that arise from spatial variation in temperature or composition \u2014 that is, from gradients of those scalar fields. Without gradient's machinery \u2014 the local rate and direction of steepest increase of a scalar field across space \u2014 there would be no density contrast to make lighter fluid parcels rise and heavier parcels sink, and no buoyancy-drag balance to organize the fluid into circulatory cells. The gradient prime supplies the spatial-variation structure that initiates and sustains convective motion."
   },
   {
    "child": "convection",
    "parent": "flow",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convection is a specialization of flow whose transport is carried by buoyancy-driven bulk motion of the fluid itself.",
    "reason": "Convection is a specialization of flow in which the transported quantity, typically heat or mass, is carried by coherent bulk-fluid displacement driven by density contrasts arising from temperature or composition gradients. It inherits the general flow commitment of directional transfer of a conserved quantity through a system with rates, conservation, and a driving gradient, and specializes by fixing the transport mechanism to self-organized buoyant circulation rather than diffusion, pressure-driven channel flow, or advection by an externally imposed velocity field."
   }
  ],
  "convergent_evolution": [
   {
    "child": "convergent_evolution",
    "parent": "multi_path_convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convergent evolution is multi-path convergence specialized to causally independent lineages facing comparable pressure and independently reaching the same solution form.",
    "reason": "Every instance contains Multi-Path Convergence's distinct trajectories and common endpoint. It adds the exclusion of shared inheritance and transmission, comparable selection pressure, and the evidential inference from independent recurrence to solution fit."
   }
  ],
  "convexity": [
   {
    "child": "convexity",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Convexity presupposes Optimization, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Optimization supplies the prerequisite condition: Finds best solution under constraints. Convexity operates against that background: Mixtures preserve membership and the average of values dominates the value of the average. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "convolution": [
   {
    "child": "convolution",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convolution is 'the UNIQUE linear, translation-invariant' function mapping \u2014 one fixed kernel applied identically everywhere.",
    "reason": "Convolution is 'the UNIQUE linear, translation-invariant' function mapping \u2014 one fixed kernel applied identically everywhere. A sharply constrained specialization of function_mapping (an arbitrary input-output rule). Function (Mapping) supplies the genus: Relates inputs to outputs. Convolution preserves that general structure while adding its differentia: Each output is a sliding, weighted local mixture of an input produced by one fixed kernel. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "conways_law": [
   {
    "child": "conways_law",
    "parent": "isomorphism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conway's law is isomorphism applied GENERATIVELY across the producer/artifact divide \u2014 a structure-preserving homomorphism from communication topology to artifact decomposition, plus a causal direction and interface-cost coupling.",
    "reason": "Conway's law is isomorphism applied GENERATIVELY across the producer/artifact divide \u2014 a structure-preserving homomorphism from communication topology to artifact decomposition, plus a causal direction and interface-cost coupling. A specialization of isomorphism. Isomorphism supplies the genus: Structure-preserving mapping. Conway's Law preserves that general structure while adding its differentia: Any artifact built by a collective acquires a structure homomorphic to the communication topology of the collective that built it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "cooperation": [
   {
    "child": "cooperation",
    "parent": "social_dilemma",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cooperation presupposes social dilemma because the cooperation problem only exists where individual rationality conflicts with the collective optimum.",
    "reason": "Cooperation presupposes social dilemma because the tension cooperation names \u2014 costly contribution sustained against the pull of defection \u2014 is constituted by the prior structural pattern of a social dilemma: a setting where each agent's dominant strategy yields a collectively worse outcome than universal contribution would. Without that gap between individually rational and collectively optimal action, there is no cooperation problem to solve; agents would reach the good outcome unaided. Cooperation inherits the social dilemma's structural conflict and names the question of what devices \u2014 reciprocity, norms, institutions \u2014 stabilize contribution against the standing temptation to defect."
   }
  ],
  "cooperative_principle_gricean_maxims": [
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "social_norms",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Cooperative Principle and Gricean Maxims is the specific shape social norms take in conversational cooperation.",
    "reason": "The Cooperative Principle and its maxims govern conversational contributions through shared expectations \u2014 be informative, truthful, relevant, clear \u2014 that participants assume and against which deviations are noticed and exploited as implicature. That is the structure of Social Norms \u2014 group-shared behavioral expectations, enforced by mutual sanction, sustained by joint internalization and enforcement \u2014 particularized to the domain of talk exchange. Gricean maxims are the specific shape social norms take when the regulated behavior is communicative cooperation under conversational purpose."
   },
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cooperative principle and Gricean maxims presupposes cooperation because conversational implicature operates on the assumption participants are jointly working toward purpose.",
    "reason": "The Cooperative Principle holds that conversational participants make contributions as required by the accepted purpose of the talk exchange, specified by maxims of quantity, quality, relation, and manner. The entire framework presupposes that interlocutors are jointly contributing to a shared purpose despite individual temptations to deceive, mislead, or free-ride on others' clarity. Cooperation supplies the structural commitment: agents take individually costly actions sustaining a joint outcome where defection is tempting. Conversational maxims specialize cooperation to linguistic exchange, with informativeness and truthfulness as the costly contributions sustained against private temptation."
   },
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "pragmatics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cooperative Principle and Gricean Maxims is a specialization of Pragmatics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Pragmatics supplies the genus: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. Cooperative Principle and Gricean Maxims preserves that general structure while adding its differentia: Cooperative communication. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "coordination": [
   {
    "child": "coordination",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes dependency because alignment of independently controlled actors is only required when their actions are mutually contingent.",
    "reason": "Coordination presupposes dependency because the active alignment of independently controlled actors only becomes a problem when one actor's progress, output, or interpretation depends on another's. Without dependency's directed reliance \u2014 A cannot proceed unless a condition on B is met \u2014 there is nothing to synchronize: independent actors with no coupling can act in parallel without any coordination machinery. Dependency supplies the structural couplings that make coordination necessary; coordination then supplies the protocols, signals, and shared frames that resolve those couplings into coherent collective outcomes."
   },
   {
    "child": "coordination",
    "parent": "task_interdependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes task interdependence because the active alignment of actors is only required when their tasks are coupled through inputs, outputs, or shared resources.",
    "reason": "Coordination's whole rationale is to align actors whose tasks depend on one another \u2014 to manage the couplings through which one task's output is another's input, or both compete for shared resources. Without task interdependence's machinery of workflow coupling, the actors would be performing independent tasks with no need for active alignment, and the coordination infrastructure would have nothing to coordinate. Interdependence supplies the structural condition \u2014 coupling between tasks \u2014 that creates the requirement coordination addresses."
   },
   {
    "child": "coordination",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes concurrency because aligning independent actors into coherent collective outcome only arises when multiple processes proceed simultaneously.",
    "reason": "Coordination is the active alignment of independently controlled actors so their actions combine into a coherent collective outcome. The problem only arises where multiple loci of execution proceed in time-overlapping fashion \u2014 the structural situation that concurrency names. A single actor needs no coordination; coordination becomes necessary when separate processes run concurrently and their interleavings raise questions of ordering, contention, and consistency. Concurrency supplies the multi-process-simultaneity substrate; coordination is the alignment work that addresses the consequent ordering and synchronization problems."
   },
   {
    "child": "coordination",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The coordination layer that channels activated capacity \u2014 'one stage of the four'.",
    "reason": "The coordination layer that channels activated capacity \u2014 'one stage of the four'. After the organizational_management frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Coordination adds the local frame and commitments expressed in its identity: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "coordination_overhead_inversion": [
   {
    "child": "coordination_overhead_inversion",
    "parent": "diseconomies_of_scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stakes its identity on a precise difference from diseconomies of scale: ordinary diseconomies grow with the PRIMARY activity's scale, while this adds RECURSION \u2014 the scaffold generates its own meta-scaffold (governance-of-governance), a self-reinforcing growth term independent of the primary activity.",
    "reason": "Stakes its identity on a precise difference from diseconomies of scale: ordinary diseconomies grow with the PRIMARY activity's scale, while this adds RECURSION \u2014 the scaffold generates its own meta-scaffold (governance-of-governance), a self-reinforcing growth term independent of the primary activity. The recursive specialisation of rising-overhead-with-scale. Diseconomies of Scale supplies the genus: Rising per-unit cost once scale grows past a point. Coordination-Overhead Inversion preserves that general structure while adding its differentia: A support scaffold recursively reproduces its own coordination demand until the supporting layer consumes more capacity than the activity it was meant to support. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "coordination_problem_and_equilibrium_selection": [
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Coordination problems typically presuppose path dependence because focal-point and lock-in selection makes the chosen equilibrium history-dependent.",
    "reason": "A coordination problem arises when multiple stable equilibria exist and agents must align on one without the decision structure itself uniquely picking one. Which equilibrium gets selected typically depends on history \u2014 focal points inherited from prior interactions, lock-in from early adopters, accumulated convention. Path dependence supplies exactly this structural fact: outcomes are determined by the specific trajectory of choices, with early decisions constraining later ones. Coordination selection typically rides on this dynamic, though some coordination problems are resolved by salience alone without historical lock-in, so the presupposition is typical."
   },
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The coordination problem presupposes equilibrium because its core difficulty is selecting among multiple stable equilibria that all satisfy the balance condition.",
    "reason": "The coordination problem arises precisely when more than one stable equilibrium exists and agents must align on a single one. Without equilibrium's machinery of balance conditions and stability \u2014 the structural framework by which a system has rest points at which opposing forces balance \u2014 there would be no set of alternatives to select among and no question of which stable state the system settles into. The equilibrium prime supplies the multi-rest-point structure that the coordination problem treats as the selection space."
   },
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The coordination problem presupposes coordination because the selection-among-equilibria difficulty arises only within the active-alignment infrastructure of coordination.",
    "reason": "The coordination problem names the specific failure mode in which agents who wish to align on a joint outcome must choose among multiple equally-rational equilibria, which is intelligible only against the background of coordination's active-alignment infrastructure. Without coordination's machinery of shared protocols, synchronization, and joint action toward a goal none can achieve alone, there would be no joint outcome to align on and no selection problem to solve. Coordination supplies the goal-structure that makes equilibrium selection a problem at all."
   }
  ],
  "correlated_source_attribution_failure": [
   {
    "child": "correlated_source_attribution_failure",
    "parent": "correlation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Correlated-Source Attribution Failure presupposes Correlation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Correlation supplies the prerequisite condition: Systematic co-variation between variables, distinct from causation. Correlated-Source Attribution Failure operates against that background: When combined sources share underlying variation, joint inference stays strong while attribution to any individual source becomes unstable, sign-flipping, or arbitrary. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "correlated_source_attribution_failure",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Correlated-Source Attribution Failure is a specialization of Confounding, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Confounding supplies the genus: Hidden variable interference. Correlated-Source Attribution Failure preserves that general structure while adding its differentia: When combined sources share underlying variation, joint inference stays strong while attribution to any individual source becomes unstable, sign-flipping, or arbitrary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "correspondence_principle": [
   {
    "child": "correspondence_principle",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Correspondence Principle is a kind of compatibility: a new theory must reproduce the predictions of its predecessor in the latter's validated regime.",
    "reason": "The Correspondence Principle requires a new, more general theory to reproduce the predictions of the older theory it supersedes in the regime where the older theory was empirically validated, typically as a well-defined limit (h-bar to 0, c to infinity). That is the relational property of Compatibility: two systems coexist without contradiction across the regime where both apply. Correspondence specializes compatibility to successive scientific theories, with the older theory's empirical domain as the alignment region."
   },
   {
    "child": "correspondence_principle",
    "parent": "versioning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The correspondence principle presupposes versioning because it constrains how a successor theory must reproduce the predecessor's predictions in their validated regime.",
    "reason": "The correspondence principle presupposes versioning because it treats theories as named successive states of a body of knowledge -- predecessor and successor -- where the successor must reproduce the predecessor's empirically validated predictions as a limit. Without versioning's explicit identification, retention, and difference-computation between artifact states, there is no formal way to specify which predictions the new theory must recover, in which regime the old theory was valid, or what the reduction (hbar to zero, c to infinity) computes. The principle is a consistency constraint on the version transition. Versioning supplies the prerequisite condition: Tracks incremental changes over time. Correspondence Principle operates against that background: New theories match old limits. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "cost_benefit_analysis": [
   {
    "child": "cost_benefit_analysis",
    "parent": "value_commensuration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cost-benefit analysis is the specific shape value commensuration takes when the common metric is monetized and net present value is the aggregation rule.",
    "reason": "Cost-benefit analysis is the specific shape value commensuration takes when the common scale is monetary and the aggregation rule is net present value across all significant consequences. Value commensuration's general anatomy \u2014 translating heterogeneous values from different frameworks into a single comparable metric, with characteristic loss and contestation \u2014 is structurally particularized into willingness-to-pay valuations, monetized externalities, discounted future flows, and a single net-benefit verdict. The general translation-into-common-metric operation is preserved; the specific shape is its monetized, decision-analytic realization for policy and project evaluation."
   },
   {
    "child": "cost_benefit_analysis",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cost-benefit analysis presupposes decision because the framework's purpose is to support selecting one alternative over others under constraint.",
    "reason": "Cost-benefit analysis aggregates significant consequences of a candidate policy or project into a common monetary metric and uses the net present value as a basis for evaluation. The framework is constituted around the act of choosing \u2014 it exists to discriminate between alternatives and recommend one. Decision supplies the act of selecting one alternative from a set, committing future resources, and closing off other paths; CBA is the analytical machinery that informs and structures that selection, presupposing the decisional act as its purpose and addressee."
   },
   {
    "child": "cost_benefit_analysis",
    "parent": "commensurability",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "CBA is a decision procedure that presupposes and centrally uses commensurability (common monetary metric) as its core mechanism, not a kind of it.",
    "reason": "CBA is a decision procedure that presupposes and centrally uses commensurability (common monetary metric) as its core mechanism, not a kind of it. Commensurability supplies the prerequisite condition: Diverse values expressed in common metric enabling comparison. Cost\u2013Benefit Analysis operates against that background: Evaluate decisions. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "counterfactual_proximity_weighting": [
   {
    "child": "counterfactual_proximity_weighting",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The SIGNAL-GENERATION mechanism that weights a nearby counterfactual into a reward/loss signal by distance; it presupposes counterfactual_reasoning to CONSTRUCT the alternative, then folds it in by proximity.",
    "reason": "The SIGNAL-GENERATION mechanism that weights a nearby counterfactual into a reward/loss signal by distance; it presupposes counterfactual_reasoning to CONSTRUCT the alternative, then folds it in by proximity. 'reasoning constructs the alternative; proximity weighting weights it into a signal'. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Counterfactual Proximity Weighting operates against that background: An internal signal is graded not by the outcome alone but by its distance to a nearby counterfactual outcome of different value, so near misses carry near-reward signals. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "counterfactual_subtraction": [
   {
    "child": "counterfactual_subtraction",
    "parent": "counterfactuals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The ESTIMATOR that operationalises a counterfactual into a number: observed minus a constructed baseline standing in for the unobserved counterfactual.",
    "reason": "The ESTIMATOR that operationalises a counterfactual into a number: observed minus a constructed baseline standing in for the unobserved counterfactual. 'one operationalisation of the broader concept', sitting 'one level below causality'. Presupposes counterfactuals (the metaphysical target). Counterfactuals supplies the prerequisite condition: Alternate hypothetical scenarios. Counterfactual Subtraction operates against that background: An effect is estimated by subtracting a constructed baseline representing what would have obtained absent the intervention, so the inference rests on the baseline's credibility, not the arithmetic. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "counterfactuals": [
   {
    "child": "counterfactuals",
    "parent": "causality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Counterfactuals are a kind of causality: causal claims are evaluated by comparing the actual world with what would have happened had a cause differed.",
    "reason": "Counterfactual reasoning constructs claims of the form had A not occurred, B would not have occurred and uses them to identify causal structure, evaluate decisions, and assign responsibility. That is one of the four essential components of Causality itself: modal robustness \u2014 the counterfactual claim that fixing the cause would have fixed the effect under a fixed background. Counterfactuals are the specialization of causality that isolates and operationalizes the modal component as its primary inferential machinery."
   },
   {
    "child": "counterfactuals",
    "parent": "modal_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Counterfactual reasoning is a specialization of modal reasoning that evaluates would-have-been claims under contrary-to-fact antecedents.",
    "reason": "Counterfactual reasoning is a specialization of modal reasoning. Specifically, it deploys a modal operator (the counterfactual conditional) that quantifies over a structured space of alternatives -- nearest possible worlds, intervention regimes, or similarity-ordered scenarios -- to evaluate what would have followed under an antecedent contrary to actual fact. The truth of the counterfactual claim rests on the inner proposition holding across the relevant accessible alternatives, exactly the Kripke-style move modal reasoning names; counterfactuals are the subclass anchored to contrary-to-fact antecedents."
   }
  ],
  "counterresponse_offset": [
   {
    "child": "counterresponse_offset",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A counterresponse offset requires the intervention's target variable to be coupled to a response channel that feeds back into the realized outcome.",
    "reason": "If the improvement cannot change incentives, exposure, activity, or some other response-bearing variable, no counterresponse can be induced and the fixed-volume gain survives intact. Coupling supplies the dependency; the prime adds intervention, induced adjustment, and offset accounting."
   }
  ],
  "covariance": [
   {
    "child": "covariance",
    "parent": "expected_value",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Covariance contains expected-value operations that center each quantity and average their paired deviation products.",
    "reason": "Expected value is an internal constituent of covariance: the means used to center X and Y and the expectation of their centered product are applications of the same probability-weighted linear operator. Remove that operator and the covariance quantity is undefined."
   }
  ],
  "coverage_reachability": [
   {
    "child": "coverage_reachability",
    "parent": "surjectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coverage / Reachability is a specialization of Surjectivity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Surjectivity supplies the genus: A coverage-guaranteeing mapping in which every element of the target is hit by some input, leaving no gap in the codomain. Coverage / Reachability preserves that general structure while adding its differentia: A completeness claim in the surjective direction: every required target in a target set is reachable from at least one of the system's inputs, pathways, or mechanisms. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "coverage_reachability",
    "parent": "completeness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coverage/reachability is explicitly the surjective-direction specialization of the general no-gaps completeness claim.",
    "reason": "Coverage/reachability is explicitly the surjective-direction specialization of the general no-gaps completeness claim. Completeness supplies the genus: No gaps in structure. Coverage / Reachability preserves that general structure while adding its differentia: A completeness claim in the surjective direction: every required target in a target set is reachable from at least one of the system's inputs, pathways, or mechanisms. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "creative_destruction": [
   {
    "child": "creative_destruction",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Creative destruction is the specific shape transformation takes in an economy, where innovation restructures the productive base by displacing the old.",
    "reason": "Creative destruction is the structurally-particularized form transformation takes in competitive capitalist economies: the input is an existing configuration of products, methods, and firms; the rule is innovation-driven competitive displacement; the output is a restructured economy in which resources have been reallocated from less to more productive uses. The transformation's invariants are aggregate welfare gain and the continuity of market activity; the degrees of freedom being reshaped are the particular firms, technologies, and occupational structures that get displaced."
   },
   {
    "child": "creative_destruction",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Creative destruction presupposes allocation because its reallocation of resources from less to more productive uses requires an underlying assignment of supply across uses.",
    "reason": "Creative destruction operates by reallocating capital, labor, and other productive resources from displaced firms and methods to ascendant ones, which presupposes the underlying machinery of assigning limited supply across competing uses. Without allocation as the structural substrate, there would be no assignment to revise: the displacement of incumbents and the rise of new entrants would have no resource-redistribution dimension. The allocation prime supplies the assignment structure on which the destructive-creative reshuffling acts."
   }
  ],
  "credible_commitment": [
   {
    "child": "credible_commitment",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Credible commitment is commitment made believable enough for another actor to rely on through observability and breach cost.",
    "reason": "Credible commitment retains the general commitment structure and adds public observability, believable breach cost, and sufficient strength to make compliance execution-time incentive-compatible for a relying actor."
   }
  ],
  "critical_juncture": [
   {
    "child": "critical_juncture",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A critical juncture presupposes path dependence because its consequence-amplifying role only obtains when subsequent dynamics lock in the chosen path.",
    "reason": "A critical juncture presupposes path dependence because its high-stakes status depends entirely on what happens afterward: the moment is consequential only if subsequent increasing returns, network effects, or institutional inertia make reversal difficult. It inherits path dependence's commitment that current state is irreducible to prior state plus current shock \u2014 history is constitutive \u2014 particularized to the branching-point case where a brief window of sensitivity precedes long lock-in. Without path dependence's downstream amplification, the juncture would not be critical."
   },
   {
    "child": "critical_juncture",
    "parent": "readiness_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Positions critical_period (the developmental child) and treats critical_juncture as a high-contingency moment; readiness_window is the substrate-general interval whose children include developmental critical periods.",
    "reason": "Positions critical_period (the developmental child) and treats critical_juncture as a high-contingency moment; readiness_window is the substrate-general interval whose children include developmental critical periods. Readiness Window supplies the genus: A receptive substrate enters a bounded opening-interior-closing interval during which a class of interventions can take hold. Critical Juncture preserves that general structure while adding its differentia: Moment where small variations produce divergent locked-in paths. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "critical_mass": [
   {
    "child": "critical_mass",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Critical mass is a specialization of tipping point in which the control parameter is participation density and the threshold sits at a reproduction ratio of one.",
    "reason": "Critical mass specializes the tipping-point pattern by fixing the control parameter as quantity, density, or participation level of interacting elements and the threshold as the reproduction-ratio crossing of one. Where tipping points name the general structure of alternative stable states separated by a bifurcation driven by positive feedback, critical mass specifies the bifurcation as the self-sustaining-versus-decaying boundary at R=1 \u2014 below it activity decays geometrically, above it activity grows self-sustainingly. The reproduction-ratio framing is the particular shape the bifurcation takes in propagation processes."
   },
   {
    "child": "critical_mass",
    "parent": "threshold",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Critical mass is a specialization of threshold whose specific input is a reproduction-ratio crossing one and whose response is self-sustaining propagation.",
    "reason": "Critical mass is a specialization of threshold in which the input variable is the effective reproduction ratio of a propagating process and the response is the qualitative shift from decay to self-sustained activity at R equals one. It inherits the general threshold commitment of a sharp dividing value separating a sub-response regime from a response regime, and specializes by fixing the input to a reproduction count and the output to extinction-versus-runaway. Below the threshold the chain dies; above it, propagation feeds itself."
   },
   {
    "child": "critical_mass",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reaching critical mass = the self-sustaining outcome of the sustainment stage \u2014 'one possible outcome'.",
    "reason": "Reaching critical mass = the self-sustaining outcome of the sustainment stage \u2014 'one possible outcome'. After the physics frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Critical Mass adds the local frame and commitments expressed in its identity: The minimum quantity needed to sustain a self-perpetuating process. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "critical_mass",
    "parent": "bloom_and_bust_cycle",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Critical Mass is the framed or domain-specific realization of Bloom And Bust Cycle; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the physics frame is stripped away, the retained structural roles are those of Bloom And Bust Cycle: Saturating growth collapses, and the collapse itself becomes a second, often larger, stressor. Critical Mass adds the local frame and commitments expressed in its identity: The minimum quantity needed to sustain a self-perpetuating process. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "critical_period": [
   {
    "child": "critical_period",
    "parent": "critical_juncture",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A time-gated window of malleability for acquiring a configuration is a specific developmental/biological instance of the general sensitive-moment-with-locked-in-divergent-paths structure.",
    "reason": "A time-gated window of malleability for acquiring a configuration is a specific developmental/biological instance of the general sensitive-moment-with-locked-in-divergent-paths structure. Critical Juncture supplies the genus: Moment where small variations produce divergent locked-in paths. Critical Period preserves that general structure while adding its differentia: A time-gated window of elevated malleability during which a configuration can be acquired, after which the same inputs are far harder or impossible to take on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "criticality": [
   {
    "child": "criticality",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Criticality presupposes nonlinearity because divergent susceptibilities and scale-free fluctuations require failure of superposition.",
    "reason": "Criticality is the state of a system at a phase boundary where response to perturbation becomes unbounded across scales, with diverging correlation length, susceptibility, and power-law event-size distributions. This rests on nonlinearity: the structural failure of superposition in which scaling inputs does not scale outputs proportionally and combined inputs produce new phenomena including thresholds, bistability, and pattern formation. The qualitative regime change at a critical point, where the system transitions between ordered and disordered phases, is impossible in a strictly linear system where any perturbation simply decays additively."
   }
  ],
  "cromwells_rule": [
   {
    "child": "cromwells_rule",
    "parent": "bayesian_updating",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cromwell's rule is a specific boundary CONSTRAINT on bayesian_updating: because zero is absorbing for multiplication, contingent priors must stay off 0 and 1 or the update is inert.",
    "reason": "Cromwell's rule is a specific boundary CONSTRAINT on bayesian_updating: because zero is absorbing for multiplication, contingent priors must stay off 0 and 1 or the update is inert. A corollary of the algebra, a specialization of the general updating mechanism."
   }
  ],
  "cross_boundary_subsidy": [
   {
    "child": "cross_boundary_subsidy",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cross-boundary subsidy is a directional resource flow creating donor-coupling reliance, matching dependency's asymmetric-reliance definition.",
    "reason": "Cross-boundary subsidy is a directional resource flow creating donor-coupling reliance, matching dependency's asymmetric-reliance definition. Dependency supplies the genus: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Cross-Boundary Subsidy preserves that general structure while adding its differentia: An asymmetric, sustained flow of a sustaining resource across a boundary holds a recipient above its endogenous capacity, creating donor-coupling vulnerability mistaken for autonomy. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "cross_cutting_relationship": [
   {
    "child": "cross_cutting_relationship",
    "parent": "geometric_chronology",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cross-cutting relationship is geometric chronology specialized to the intersection rule that an interrupting or overprinting feature is younger than the feature it cuts.",
    "reason": "It inherits inference from preserved geometry to a relative temporal order and adds the cross-cutting configuration: one trace interrupts, displaces, or overprints another. Geometric chronology is broader because it also includes superposition, inclusion, and other geometry-to-time rules."
   }
  ],
  "cross_dimensional_leakage": [
   {
    "child": "cross_dimensional_leakage",
    "parent": "correlation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific generative story for WHY an observed cross-output correlation is inflated above the true cross-source signal: a shared channel loads onto multiple outputs (cov(y_i,y_j) = cov(t_i,t_j) and lambda_i*lambda_j*var(c)).",
    "reason": "A specific generative story for WHY an observed cross-output correlation is inflated above the true cross-source signal: a shared channel loads onto multiple outputs (cov(y_i,y_j) = cov(t_i,t_j) + lambda_i*lambda_j*var(c)). A diagnosis built atop correlation, presupposing it."
   }
  ],
  "cross_impact_analysis": [
   {
    "child": "cross_impact_analysis",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cross-impact analysis is the specific shape network takes when nodes are future events or factors and edges are pairwise influence relations.",
    "reason": "Cross-impact analysis is the specific shape network takes when the entities are future events, trends, or factors within a bounded set and the connections are pairwise influence relations \u2014 how the occurrence or strengthening of one factor raises, lowers, or leaves unchanged the probability of another. It is a structurally-particularized instance of studying entities through their connection pattern, with the added commitments that connections are typically encoded in a cross-impact matrix and that the analytical payoff is aggregate trajectory adjustment accounting for all pairwise interactions, surfacing systemic effects single-factor analysis misses."
   },
   {
    "child": "cross_impact_analysis",
    "parent": "local_to_global_aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cross-Impact Analysis is typically a specialization of Local-to-Global Aggregation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Local-to-Global Aggregation supplies the genus: Locally checkable properties promote to a global verdict under an explicit aggregation discipline. Cross-Impact Analysis preserves that general structure while adding its differentia: Interacting trends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "cross_level_inference": [
   {
    "child": "cross_level_inference",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cross-Level Inference presupposes Hierarchy because a claim can change levels only where distinguishable source and target levels are organized in relation to one another.",
    "reason": "The operation requires at least two distinguishable levels, a source-level claim, and a target-level claim. Hierarchy supplies that ordered level structure without itself licensing any inference between the levels."
   }
  ],
  "crossover_interaction": [
   {
    "child": "crossover_interaction",
    "parent": "synergy_and_antagonism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Crossover Interaction is the sign-reversing species of interaction effect in which one factor's conditional effect is positive at one level of a second factor and negative at another.",
    "reason": "Synergy and Antagonism supplies the general deviation from a no-interaction baseline: the joint response cannot be recovered from context-free component effects. Crossover Interaction specializes that family to the qualitative case where the conditional effect crosses zero and reverses direction across levels of the modifying condition."
   }
  ],
  "crowding_out": [
   {
    "child": "crowding_out",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Crowding out requires a FINITE shared substrate (bounded capacity) two activities depend on \u2014 it presupposes scarcity of that substrate, but is 'sharper than mere competition for scarce resources': the new activity's success must run THROUGH the shared substrate (a nameable channel).",
    "reason": "Crowding out requires a FINITE shared substrate (bounded capacity) two activities depend on \u2014 it presupposes scarcity of that substrate, but is 'sharper than mere competition for scarce resources': the new activity's success must run THROUGH the shared substrate (a nameable channel). Presupposes scarcity; explicitly not a child of competition. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Crowding Out operates against that background: Introducing or expanding one activity inside a finite shared substrate displaces an existing activity that depended on that same substrate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "cue_outcome_decoupling": [
   {
    "child": "cue_outcome_decoupling",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cue Outcome Decoupling is a specialization of Proxy\u2013Target Fidelity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Cue Outcome Decoupling preserves that general structure while adding its differentia: A cue that once reliably tracked an outcome has its coupling broken, while the cue-following behavior persists and grows more harmful the better it tracks the now-decoupled cue. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "culminating_point": [
   {
    "child": "culminating_point",
    "parent": "diminishing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Culmination is the regime PAST where diminishing returns stops applying \u2014 diminishing_returns governs the falling-but-positive arm UP TO the peak, culmination is the sign-FLIP beyond it.",
    "reason": "Culmination is the regime PAST where diminishing returns stops applying \u2014 diminishing_returns governs the falling-but-positive arm UP TO the peak, culmination is the sign-FLIP beyond it. It presupposes the diminishing-returns curve and names where its marginal crosses zero. Distinct kind (sign-flip vs slope-flatten), adjacent on one curve."
   }
  ],
  "cultural_diffusion": [
   {
    "child": "cultural_diffusion",
    "parent": "contagion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cultural diffusion is a kind of contagion in which innovations and practices spread through networks of contact and adoption.",
    "reason": "Cultural diffusion is a specialization of contagion: innovations, beliefs, and practices spread from adopter to connected non-adopter through contact, communication, and influence, with each newly adopting agent becoming a fresh transmission source. It inherits contagion's structural commitments \u2014 contact-mediated transmission, reproduction in each new host, threshold dynamics governed by transmission rate and network topology \u2014 particularized to the cultural-innovation case where what propagates is a practice or idea and the S-curve adoption pattern is the visible signature."
   }
  ],
  "cultural_friction": [
   {
    "child": "cultural_friction",
    "parent": "compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural friction presupposes compatibility because the resistance encountered by an imported artifact is the misalignment between its norms and the host culture's.",
    "reason": "Cultural friction presupposes compatibility because the resistance, adaptation demands, and rejection that arise when a practice or artifact is imported are exactly compatibility's failure mode at the level of norms, worldviews, and social structures. Without compatibility's framing of coexistence-and-interaction as a between-entity relational property, friction has no reference: it names the degree to which the imported and host systems fail to align on shared assumptions. Acculturation strategies map onto how the two systems negotiate toward (or away from) compatibility."
   }
  ],
  "cultural_hegemony": [
   {
    "child": "cultural_hegemony",
    "parent": "legitimacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural hegemony presupposes legitimacy because it works by securing voluntary consent \u2014 making dominance appear rightful rather than coerced.",
    "reason": "Cultural hegemony presupposes legitimacy because its distinctive mechanism is the production of consent: dominant groups maintain position not chiefly through coercion but by establishing their worldview as common sense, so the existing order appears natural and rightful. That mechanism only works inside legitimacy's prior structure of voluntary compliance based on recognition of rightness. Hegemony inherits legitimacy's general apparatus of authority-treated-as-rightful and specializes it by identifying the cultural-institutional means \u2014 education, media, religion, language \u2014 through which that recognition is manufactured, often in ways that disadvantage those who accept the framing."
   },
   {
    "child": "cultural_hegemony",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural hegemony presupposes social norms because it works by installing dominant framings as the taken-for-granted normative expectations of a society.",
    "reason": "Cultural hegemony presupposes social norms because its mechanism is the conversion of one group's worldview into the shared normative expectations of the broader society \u2014 common sense, the taken-for-granted, what everyone knows is appropriate. That conversion requires the prior structure of social norms: distributed expectations sustained by internalization and sanction, applying to everyone similarly situated. Hegemony inherits this norm-architecture and adds the further commitment that the content of the norms tracks the interests of dominant groups, so that compliance with them \u2014 felt as ordinary social membership \u2014 also reproduces a particular order of inequality."
   }
  ],
  "curiosity": [
   {
    "child": "curiosity",
    "parent": "attention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Curiosity is a specific kind of attention, biasing selective allocation toward information that closes a salient knowledge gap.",
    "reason": "Curiosity is a specialization of attention. The general pattern is the selective allocation of a limited cognitive resource to a subset of available information, gating what gets processed deeply. Curiosity instantiates this with the allocation criterion being a perceived information gap: the reasoner orients selective attention toward stimuli that promise to close the gap between current and possible knowledge, with the gap-resolution itself intrinsically rewarding. Berlyne and Loewenstein's information-gap framing makes curiosity the attentional bias whose targeting rule is gap salience, particularly within the Goldilocks zone of optimal challenge."
   },
   {
    "child": "curiosity",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Curiosity presupposes uncertainty because the perceived knowledge gap that motivates information-seeking is itself an uncertainty state.",
    "reason": "Curiosity presupposes uncertainty because the information-gap that drives exploration is a specific uncertainty condition: the reasoner perceives an unknown quantity (the missing knowledge), evidence about its possible resolution, and a felt difference between current and possible states of fuller knowing. Without uncertainty's apparatus for distinguishing known from unknown and characterizing the unknown, there is no gap to feel or close. Curiosity is the motivational response to epistemic uncertainty operating in the Goldilocks zone where closure feels both possible and worth the effort."
   }
  ],
  "curse_of_dimensionality": [
   {
    "child": "curse_of_dimensionality",
    "parent": "dimension",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The curse arises only as the number of relevant dimensions grows; dimensional structure is constitutive of the pathology.",
    "reason": "The curse arises only as the number of relevant dimensions grows; dimensional structure is constitutive of the pathology. Dimension supplies the prerequisite condition: Degrees of freedom in a system. Curse Of Dimensionality operates against that background: Volume, sparsity, and distance intuitions degrade so fast with added dimensions that low-dimensional methods break down qualitatively, not just quantitatively. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "custody_transfer": [
   {
    "child": "custody_transfer",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Custody Transfer is a state transition specialized to a holder-indexed responsibility state changed by one release-and-bind triggering act.",
    "reason": "Before the triggering act the outgoing holder bears the defined duty bundle; after it the incoming holder does. The transferred object and duty scope are conserved while the holder-valued state changes discretely, so every genuine Custody Transfer instantiates State and State Transition."
   }
  ],
  "cut": [
   {
    "child": "cut",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A cut is a vertex-bipartition-plus-crossing-edges object DEFINED ON a network/graph; it presupposes a relational network.",
    "reason": "A cut is a vertex-bipartition-plus-crossing-edges object DEFINED ON a network/graph; it presupposes a relational network. 'a relational network... the bipartition... the crossing-edge set.'. Network supplies the prerequisite condition: Models interactions between components. Cut operates against that background: A partition of a network's vertices and the crossing edges, converting global connectivity into a local edge-set. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "cycle": [
   {
    "child": "cycle",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cycle presupposes Network, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Network supplies the prerequisite condition: Models interactions between components. Cycle operates against that background: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "damping": [
   {
    "child": "damping",
    "parent": "dissipation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Damping is Dissipation specialized to removing energy from an excited dynamical degree of freedom and reducing its response.",
    "reason": "Every Damping process irreversibly transfers organized energy out of the tracked dynamical variables into heat, radiation, frictional modes, or another sink. That is Dissipation. Damping adds a moving, displaced, or fluctuating degree of freedom, a damping coefficient, and underdamped, critical, or overdamped response regimes that describe how the excitation decays."
   },
   {
    "child": "damping",
    "parent": "oscillation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Damping commonly acts on Oscillation, but non-oscillatory return and aperiodic fluctuation are valid damping regimes.",
    "reason": "The canonical damping problem begins with an oscillatory mode whose amplitude envelope shrinks as energy is removed, making Oscillation the usual dynamical substrate. It is not universal: at or above critical damping the actual response returns monotonically, and some damping acts on broadband or aperiodic fluctuations. Oscillation is therefore a typical prerequisite rather than an identity requirement."
   }
  ],
  "data_control_plane_breach": [
   {
    "child": "data_control_plane_breach",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A failure mode at the contracted meeting point where content arriving through an interface is re-interpreted from data into control; presupposes an interface (the stage on which the breach occurs).",
    "reason": "A failure mode at the contracted meeting point where content arriving through an interface is re-interpreted from data into control; presupposes an interface (the stage on which the breach occurs). Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Data-Control Plane Breach operates against that background: Untrusted content crosses into the data channel un-inertised and an interpreter, operating correctly by its own rules, executes it as control, wielding the defender's authority for the attacker. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "data_control_plane_breach",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data-Control Plane Breach is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Data-Control Plane Breach preserves that general structure while adding its differentia: Untrusted content crosses into the data channel un-inertised and an interpreter, operating correctly by its own rules, executes it as control, wielding the defender's authority for the attacker. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "data_drift": [
   {
    "child": "data_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Data Drift typically presupposes Temporal Decay and Degradation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Temporal Decay and Degradation supplies the prerequisite condition: System properties or capabilities systematically diminish over time. Data Drift operates against that background: A static learned mapping silently loses accuracy as the deployment distribution drifts away from the distribution it was calibrated on. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "data_drift",
    "parent": "calibrated_rule_vs_moving_world",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data_drift is the complementary CHANNEL where P(x) moves (the input distribution shifts).",
    "reason": "Data_drift is the complementary CHANNEL where P(x) moves (the input distribution shifts). One channel of the same gap. Calibrated Rule versus Moving World supplies the genus: A rule, model, or policy fitted to a past distribution of the world degrades as the world it was calibrated on drifts away from that distribution. Data Drift preserves that general structure while adding its differentia: A static learned mapping silently loses accuracy as the deployment distribution drifts away from the distribution it was calibrated on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "data_drift",
    "parent": "training_serving_skew",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data drift is training-serving skew caused by temporal movement in the deployment distribution relative to the learned reference environment.",
    "reason": "Training-serving skew is the general mismatch between preparation and deployment environments. Data drift adds a fixed learned mapping, a reference distribution, and temporal covariate, concept, or label movement that opens the mismatch after deployment."
   }
  ],
  "data_integrity": [
   {
    "child": "data_integrity",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data Integrity is a kind of verification: checksums, signatures, and audits confirm conformance to the data's intended specification.",
    "reason": "Data integrity is preserved by mechanisms \u2014 checksums, error-correcting codes, digital signatures, validation rules, audit, provenance \u2014 that check stored or transmitted data against the criteria it must satisfy and produce a verdict of accept or repair. That is the defining structure of Verification: a procedure that checks conformance to specification and yields evidence-backed verdicts. Data integrity specializes verification to the case where the specified object is data and the specification covers accuracy, consistency, and authorized state."
   },
   {
    "child": "data_integrity",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Data integrity presupposes invariance because preserving accuracy across the data lifecycle is the preservation of intended content under storage, transmission, and processing operations.",
    "reason": "Data integrity presupposes invariance because the integrity guarantee names a feature -- the data's intended content and internal rules -- that must remain unchanged under the family of transformations data undergoes (writes, reads, transmission, archival, processing). Checksums, signatures, and constraints are the mechanisms that verify invariance under each operation. Without invariance's joint commitment to preserved feature and preserving operations, there is no formal sense in which data is or is not corrupt; integrity is engineered invariance with detection and recovery. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Data Integrity operates against that background: Accuracy and consistency preserved. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "data_leakage": [
   {
    "child": "data_leakage",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Data leakage presupposes a validation boundary separating information legitimately available at decision time from information reserved for calibration or evaluation.",
    "reason": "The failure is defined by an invalid performance claim: a model, forecast, examination, audit, or blinded assessment is scored as though its decision were made without information that crossed into fitting or calibration. Validation supplies the held-apart reference and the claim of out-of-sample competence; without that separation, the same information flow is ordinary input rather than leakage."
   },
   {
    "child": "data_leakage",
    "parent": "past_state_contamination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "conditional",
    "reason_short": "Time leakage is the model-evaluation species in which future or held-out information enters fitting, feature construction, calibration, or validation.",
    "reason": "Time leakage is the model-evaluation species in which future or held-out information enters fitting, feature construction, calibration, or validation. Information outside the artifact's declared as-of boundary enters its construction and makes the reported historical or prospective evaluation invalid. The artifact is a statistical or computational model pipeline and the output is contaminated performance, calibration, or deployment evidence. Applies to temporal, look-ahead, and future-derived leakage. Train-test contamination among contemporaneous records can be Data Leakage without a later-to-earlier information channel."
   }
  ],
  "data_structure": [
   {
    "child": "data_structure",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A data_structure is the arrangement-for-use trade \u2014 privileging some operations cheap at the structural cost of penalizing others (the no-neutral-arrangement invariant).",
    "reason": "A data_structure is the arrangement-for-use trade \u2014 privileging some operations cheap at the structural cost of penalizing others (the no-neutral-arrangement invariant). It presupposes a trade_offs frame; the operation-profile is the trade made concrete. Trade-offs supplies the prerequisite condition: Balancing competing priorities. Data Structure operates against that background: An arrangement of information that makes some operations cheap at the structural cost of others. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "deadlock": [
   {
    "child": "deadlock",
    "parent": "cycle",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deadlock's essential commitment is a circular waiting dependency, which is precisely a closed loop returning to origin in the dependency graph, the structure cycle names.",
    "reason": "Deadlock's essential commitment is a circular waiting dependency, which is precisely a closed loop returning to origin in the dependency graph, the structure cycle names. Cycle supplies the genus: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. Deadlock preserves that general structure while adding its differentia: Mutual blocking processes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "deadweight_loss": [
   {
    "child": "deadweight_loss",
    "parent": "price_elasticity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Deadweight loss typically presupposes price elasticity because the magnitude of welfare lost from a price distortion depends on demand and supply responsiveness.",
    "reason": "Deadweight loss is the reduction in total surplus that results when a market distortion prevents mutually beneficial transactions, measured as the welfare triangle. The size of that triangle is determined by how responsive quantity is to price \u2014 the more elastic supply and demand, the larger the deadweight loss for a given tax or price wedge. Price elasticity supplies the responsiveness parameter that calibrates the magnitude. Deadweight loss as a quantified welfare claim typically presupposes elasticity, though qualitative existence-of-distortion arguments can be made without it, hence typical."
   },
   {
    "child": "deadweight_loss",
    "parent": "pareto_efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Deadweight loss presupposes Pareto efficiency because the welfare benchmark from which the loss is measured is the no-Pareto-improvement-available allocation.",
    "reason": "Deadweight loss is the reduction in total surplus relative to a benchmark welfare allocation that distortions prevent the market from reaching. The benchmark is the competitive-equilibrium allocation with no market failures \u2014 precisely the Pareto-efficient frontier where no change can make anyone better off without making someone worse off. Pareto efficiency supplies exactly that benchmark: the set of allocations from which no Pareto improvement is available. Deadweight loss is meaningful only against this benchmark, presupposing Pareto efficiency as the reference point from which welfare losses are measured."
   },
   {
    "child": "deadweight_loss",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deadweight loss is the specific shape allocation takes when distortions prevent mutually beneficial transactions, leaving surplus uncaptured by any party.",
    "reason": "Deadweight loss is the inefficiency particularization of allocation: it names the structural shortfall between the realized assignment of resources and the welfare benchmark of competitive equilibrium. Where allocation names the bare assignment of limited supply to competing claims generally, deadweight loss specifies the case where the assignment forecloses mutually beneficial trades, producing a loss in which no party captures the foregone surplus \u2014 a particular form of misallocation distinguished from transfers, which merely shift surplus between parties."
   }
  ],
  "deception_blowback": [
   {
    "child": "deception_blowback",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Blowback is a self-referential return path: a signal the deceiver authored re-enters the deceiver's own decision loop through a shared channel \u2014 a specialized self-reference pathology where the system poisons itself.",
    "reason": "Blowback is a self-referential return path: a signal the deceiver authored re-enters the deceiver's own decision loop through a shared channel \u2014 a specialized self-reference pathology where the system poisons itself. is-a a reflexivity/self-reference failure."
   },
   {
    "child": "deception_blowback",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Presupposes an injected (misleading) signal into a shared channel; built on a signaling act whose return is the defect.",
    "reason": "Presupposes an injected (misleading) signal into a shared channel; built on a signaling act whose return is the defect. Signaling supplies the prerequisite condition: Revealing hidden information. Deception Blowback operates against that background: A misleading signal injected into a shared channel to deceive an adversary returns through an unintended path to confuse the deceiver's own decision loop, allies, downstream systems, or future selves, at a cost the original calculation never scored. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "decidability_computability": [
   {
    "child": "decidability_computability",
    "parent": "computability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'Logical decidability is one instance of the computability partition' \u2014 decidability concerns a formal system's mechanical settleability; computability is the broader medium-neutral boundary.",
    "reason": "'Logical decidability is one instance of the computability partition' \u2014 decidability concerns a formal system's mechanical settleability; computability is the broader medium-neutral boundary. computability is the genus. decidability_computability is the survivor. Computability supplies the genus: The in-principle boundary between problems an effective procedure can solve and those none can. Decidability Computability preserves that general structure while adding its differentia: A class of yes/no questions admits a finite procedure that always terminates with the correct answer. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "decision": [
   {
    "child": "decision",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Decision presupposes constraint because selecting one alternative from a set requires that the admissible set be defined by binding restrictions.",
    "reason": "Decision is the act of selecting one alternative from a set under conditions of constraint, uncertainty, or trade-off. The set itself is constituted by constraint \u2014 a condition that restricts admissible configurations to those satisfying it, producing the feasible set from which selection draws. Without constraint there is no bounded choice set, no closure of options, and no meaningful selection. Constraint supplies the binding restriction that defines what counts as an admissible alternative; decision then ranges over that set and commits to one element, so it presupposes constraint as the substrate of its choice space."
   },
   {
    "child": "decision",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A decision presupposes reversibility and irreversibility because every selection carries an implicit commitment to a position on the reversal-cost dimension.",
    "reason": "A decision is the moment when deliberation collapses into commitment, and the structure of that commitment is defined by where it sits on the reversibility dimension: whether the chosen path can be unwound, at what cost, and within what window. Without the prior distinction between reversible and irreversible action, a decision would have no commitment dimension \u2014 no closing-off of alternatives, no resource locking, no preserved or sacrificed flexibility. The reversibility property is what gives decisions their consequential weight."
   },
   {
    "child": "decision",
    "parent": "stage_gate_process",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Each gate is a `decision` (resolve advance/terminate/revert); the prime is the structured sequence of gate decisions.",
    "reason": "Each gate is a `decision` (resolve advance/terminate/revert); the prime is the structured sequence of gate decisions. a decision is the 'building block' of which stage-gate is a sequence. After the cognitive_science frame is stripped away, the retained structural roles are those of Stage Gate Process: Partition a long commitment into evidence-gated stages with escalating commitment and a funnel of kills. Decision adds the local frame and commitments expressed in its identity: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "decision_cycle_subordination": [
   {
    "child": "decision_cycle_subordination",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'the broad prime under which this one is a sharp special case' \u2014 the specific competitive failure where the binding mechanism is TEMPO (one decision cycle forced to react to another's).",
    "reason": "'the broad prime under which this one is a sharp special case' \u2014 the specific competitive failure where the binding mechanism is TEMPO (one decision cycle forced to react to another's). Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Decision Cycle Subordination preserves that general structure while adding its differentia: A slower actor's decision cycle becomes forced to respond to a faster actor's tempo, and responding faster deepens the subordination rather than escaping it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "decision_cycle_subordination",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A relational PATHOLOGY between two actors' decision cycles \u2014 it presupposes decision-making and adds the cross-actor tempo dynamic decision alone does not contain.",
    "reason": "A relational PATHOLOGY between two actors' decision cycles \u2014 it presupposes decision-making and adds the cross-actor tempo dynamic decision alone does not contain. Decision supplies the prerequisite condition: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. Decision Cycle Subordination operates against that background: A slower actor's decision cycle becomes forced to respond to a faster actor's tempo, and responding faster deepens the subordination rather than escaping it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "decision_fatigue": [
   {
    "child": "decision_fatigue",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Decision Fatigue presupposes Decision: the phenomenon is a degradation pattern across a sequence of choice acts.",
    "reason": "Decision fatigue is the empirical claim that the quality of choices in a sequence declines as the sequence continues, with later acts showing more default-reliance, impulsivity, and error. The phenomenon is defined over a sequence of Decision events: there must be repeated acts of selecting one alternative from a set before any degradation pattern can be observed or named. Decision fatigue therefore presupposes Decision as the unit it counts and the act whose quality degrades."
   },
   {
    "child": "decision_fatigue",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Decision Fatigue is a kind of bias: depletion produces a systematic, direction-consistent drift toward defaults and impulsive choices.",
    "reason": "Decision fatigue produces a systematic \u2014 not random \u2014 shift in choice patterns as a sequence progresses: later choices reliably tilt toward defaults, status-quo options, and impulsive selections. The displacement is in a consistent direction and persists across the sequence rather than averaging out across additional acts. That is the defining structure of Bias: a persistent offset of process output from the unbiased target. Decision fatigue specializes bias to sequential decision-making under deliberative-resource depletion."
   },
   {
    "child": "decision_fatigue",
    "parent": "cognitive_resource_depletion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Decision fatigue is a specialization of cognitive resource depletion in which the depleting capacity is sustained deliberative choice.",
    "reason": "Decision fatigue is a specialization of cognitive resource depletion in which the consumed capacity is specifically that for effortful deliberative choice. It inherits the general depletion pattern of time-dependent performance decay under sustained use, reversible by rest, and distinguishes itself by tying the consumption to extended sequences of decisions and by registering its signature in choice-quality markers: more defaults, more impulsivity, more status-quo bias, more errors late in the sequence than early. The substrate is the same depleting resource; the specialization fixes its expenditure to decision-making."
   }
  ],
  "deep_time": [
   {
    "child": "deep_time",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Deep time presupposes time because its content is the cognitive frame adopted for timescales of millions to billions of years.",
    "reason": "Deep time presupposes time because its content is a re-framing of the temporal dimension at scales vastly beyond biographical or historical horizons \u2014 geological, evolutionary, cosmological. It inherits time's structural commitment to ordered succession with measurable duration and irreversible direction, particularized to the very-long-timescale regime where processes invisible on human timescales become dominant and human intuition systematically underestimates duration. Deep time is time read at log-scale."
   }
  ],
  "defamiliarization": [
   {
    "child": "defamiliarization",
    "parent": "habituation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Defamiliarization presupposes a habituated, stimulus-specific loss of orienting response that an estranging re-presentation can interrupt.",
    "reason": "The familiar object's repeated inconsequential presentation has already reduced deliberate attention even though the perceiver remains capable of responding. Without that habituated automatism there is nothing for estrangement to break and no recovery of attention that distinguishes the technique from merely presenting something novel."
   }
  ],
  "defeat_in_detail": [
   {
    "child": "defeat_in_detail",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Defeat in detail is a specific mechanism within competition \u2014 a globally weaker party beats a globally stronger but DISTRIBUTED one via local superiority and sequential engagement (concentration latency as the binding variable).",
    "reason": "Defeat in detail is a specific mechanism within competition \u2014 a globally weaker party beats a globally stronger but DISTRIBUTED one via local superiority and sequential engagement (concentration latency as the binding variable). One way to win a competition, not competition itself. it is 'one way to win a competition, not competition itself.'. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Defeat In Detail preserves that general structure while adding its differentia: A globally weaker attacker beats a globally stronger but distributed adversary by achieving local superiority and engaging the parts sequentially before they can combine. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "defect": [
   {
    "child": "defect",
    "parent": "propagation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Defect requires a localized deviation's consequence to spread through the regular structure's coupling channels and alter a macroscopic property.",
    "reason": "A deviation that remains causally inert or wholly local does not satisfy the prime's disproportionate-consequence identity. Propagation supplies the source, medium, pathway, speed, attenuation, and reach structure; Defect adds regularity, localization, stress concentration, bulk-versus-defect diagnosis, and engineering leverage."
   }
  ],
  "defense_in_depth": [
   {
    "child": "defense_in_depth",
    "parent": "redundancy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Defense in depth specializes redundancy: it layers barriers FOR failure ABSORPTION UNDER ATTACK, with INDEPENDENCE OF failure MODES load-bearing and an optimizing adversary seeking the correlated breach.",
    "reason": "Defense in depth specializes redundancy: it layers barriers FOR failure ABSORPTION UNDER ATTACK, with INDEPENDENCE OF failure MODES load-bearing and an optimizing adversary seeking the correlated breach. Plain redundancy duplicates for reliability against RANDOM failure. 'defense in depth specifically denotes layering for failure absorption under attack' \u2014 the adversarial specialization of stacked-multiples. Redundancy supplies the genus: Duplicate critical components. Defense In Depth preserves that general structure while adding its differentia: Stacking multiple independent protective layers between threat and asset so that only a correlated breach across all layers produces total loss. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "degrees_of_freedom": [
   {
    "child": "degrees_of_freedom",
    "parent": "dimension",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom is effective dimension specialized to the count of independent parameters remaining after constraints are imposed.",
    "reason": "Dimension counts independent coordinates needed to specify a configuration. Degrees of Freedom inherits that invariant and fixes how it is obtained: start from candidate parameters and subtract binding constraints, yielding the effective dimension of admissible variation."
   },
   {
    "child": "degrees_of_freedom",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom presupposes decomposition because the count of independent parameters is read off the system's decomposition into independent coordinates after constraints.",
    "reason": "Degrees of freedom quantifies the number of independent parameters required to specify a system's complete state, computed as unconstrained parameters minus constraints. This presupposes decomposition: breaking a whole into constituent parts whose independent analysis and recombination reconstitute it. The state is decomposed into a set of independent coordinates (mechanical generalized coordinates, statistical sample components, mechanism joints), each contributing one dimension to state space; constraints reduce the effective count. Without decomposition's structure-preserving partition into independent pieces, there is no notion of independent parameters to count."
   },
   {
    "child": "degrees_of_freedom",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom presupposes constraint because counting independent parameters only becomes meaningful once binding restrictions on configurations are specified.",
    "reason": "Degrees of freedom counts the independent parameters needed to specify a system's state after constraints are imposed \u2014 formally, unconstrained parameters minus constraints. The count is meaningful only against a specified set of binding restrictions that prune the feasible set: holonomic constraints in mechanics, statistical constraints after estimation, kinematic constraints in mechanism design. Without constraints as a first-class structural object defining the admissible subset, the dimensionality reduction that degrees of freedom measures would have nothing to subtract from and no operational content."
   }
  ],
  "deixis": [
   {
    "child": "deixis",
    "parent": "pragmatics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deixis is a specialization of Pragmatics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Pragmatics supplies the genus: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. Deixis preserves that general structure while adding its differentia: Context-dependent meaning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "delegation_of_authority": [
   {
    "child": "delegation_of_authority",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Delegation of authority presupposes authority because there must be a legitimate decision-making power before any of it can be transferred to subordinates.",
    "reason": "Delegation is the structured transfer of a right to decide from a principal to an agent within specified limits, with the principal retaining ultimate responsibility. The transfer can only occur if such a right exists in the first place \u2014 a recognized, legitimate power to make binding decisions. Authority supplies precisely that: the socially recognized capacity to create obligations, vested in a role rather than in raw capability. Without an underlying authority to allocate, there is nothing for delegation to assign or for accountability mechanisms to track back to."
   }
  ],
  "delphi_method": [
   {
    "child": "delphi_method",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Delphi Method is Iteration specialized to anonymous expert elicitation, with each round's feedback becoming input to the next.",
    "reason": "The Delphi Method repeatedly elicits expert judgments, summarizes responses and rationales, returns controlled anonymous feedback, and uses that output as input to the next round until a stopping criterion is met. Removing the expert-panel, anonymity, judgment-elicitation, and foresight frame leaves Iteration's portable structure: repeated steps, carried state, output-to-input updating, progress assessment, and a termination rule."
   },
   {
    "child": "delphi_method",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Delphi Method is the specific shape aggregation takes when distributed expert judgment is collapsed into a consensus through structured, anonymized iterative rounds.",
    "reason": "The Delphi Method is the particularization of aggregation to the setting of distributed expert opinion: many individual judgments are collapsed into a unified summary that retains the consensus signal while suppressing personal-influence and dominance distortions. Where aggregation names the deliberate loss of granular detail to retain chosen features generally, Delphi specifies that the feature retained is the convergent expert estimate while the detail suppressed is identity-linked bias, anchoring, and groupthink artifacts that contaminate unstructured pooling."
   }
  ],
  "demand": [
   {
    "child": "demand",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Demand is 'desire made cost-responsive and quantified into a curve' \u2014 preference is the unconditioned ranking (the input), demand is the schedule preference generates against a budget.",
    "reason": "Demand is 'desire made cost-responsive and quantified into a curve' \u2014 preference is the unconditioned ranking (the input), demand is the schedule preference generates against a budget. It presupposes preference. Preference supplies the prerequisite condition: Agent's ordering over a choice set on some evaluative dimension. Demand operates against that background: A schedule relating quantity sought to generalized cost, with slope, elasticity, and substitution structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "denormalization": [
   {
    "child": "denormalization",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Denormalization presupposes Trade-offs, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Trade-offs supplies the prerequisite condition: Balancing competing priorities. Denormalization operates against that background: Deliberately re-introduce controlled redundancy against a canonical form, trading a synchronization burden for access-side wins. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "dense_set": [
   {
    "child": "dense_set",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Density is a relation OF a subset IN a host under a closeness notion (closure-equals-host); it is a specialized property within the set-and-membership apparatus \u2014 a set whose closure fills another.",
    "reason": "Density is a relation OF a subset IN a host under a closeness notion (closure-equals-host); it is a specialized property within the set-and-membership apparatus \u2014 a set whose closure fills another. Set and Membership supplies the genus: Groups and categorizes elements. Dense Set preserves that general structure while adding its differentia: A smaller set reaches arbitrarily close to every point of a larger one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "dependency_distribution_concentration": [
   {
    "child": "dependency_distribution_concentration",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "How a system's dependency WEIGHT is distributed across providers; it presupposes a dependency structure and characterizes the shape of that reliance (a graph-weight property).",
    "reason": "How a system's dependency WEIGHT is distributed across providers; it presupposes a dependency structure and characterizes the shape of that reliance (a graph-weight property). Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Dependency Distribution Concentration operates against that background: How a system's dependency weight is distributed across providers \u2014 concentrated or spread \u2014 is a structural property that bounds its fragility independent of its own defenses. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "derivative_amplification": [
   {
    "child": "derivative_amplification",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Derivative Amplification is a specialization of Propagation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Derivative Amplification preserves that general structure while adding its differentia: In a serial chain where each upstream stage responds to the rate of change of its downstream neighbour, variation amplifies geometrically with chain length. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "design_for_implementation": [
   {
    "child": "design_for_implementation",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Design for implementation presupposes trade-offs because constraining design to producibility necessarily worsens some functional dimensions to improve others.",
    "reason": "Design for implementation systematically constrains design decisions to fit the realities of production, assembly, operation, and end-of-life processes \u2014 meaning the design cannot pursue ideal functional performance alone. The discipline operates by accepting compromise on one valued dimension (e.g., maximum performance, minimum part count, ideal geometry) to improve another (manufacturability, maintainability, supply-chain robustness). This is exactly the trade-off structure: improving one dimension within a feasible set requires worsening another. Without recognition that valued dimensions are multidimensionally coupled, the entire discipline collapses into single-objective optimization."
   },
   {
    "child": "design_for_implementation",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Design for implementation presupposes constraint because the discipline is precisely the inclusion of production and operational limits as binding restrictions on design choices.",
    "reason": "Design for implementation is the systematic practice of treating manufacturing capabilities, supply-chain limits, assembly sequences, and operational costs as binding restrictions on the admissible set of design configurations. Without constraint's machinery of treating a binding restriction as a first-class structural object, there would be no way to convert downstream realization limits into upstream design rejection rules: a configuration violating production feasibility would be no different from a configuration meeting it. The parent prime supplies the binding-restriction structure that this discipline applies to implementation context."
   }
  ],
  "design_for_lifecycle_adaptability": [
   {
    "child": "design_for_lifecycle_adaptability",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Design for lifecycle adaptability typically presupposes modularity because the future changes it accommodates are absorbed at module boundaries.",
    "reason": "Design for lifecycle adaptability deliberately structures systems so they can be modified, upgraded, or repurposed across operational life without excessive cost. The practical mechanism is typically modular structure: changes are absorbed by replacing or reconfiguring discrete modules without rippling through the whole. Modularity supplies the decomposition into independently revisable components with stable interfaces. Lifecycle adaptability rides on this organization to keep modification cost bounded, though some adaptability strategies use redundancy or parameterization without strict modularity, so the dependence is typical rather than strict."
   },
   {
    "child": "design_for_lifecycle_adaptability",
    "parent": "adaptation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design for lifecycle adaptability is the specific shape adaptation takes when adaptability mechanisms are deliberately built into a system at design time.",
    "reason": "Design for lifecycle adaptability is the engineered, anticipatory particularization of adaptation: rather than a system changing in response to sustained environmental change after the fact, the designer pre-embeds modular interfaces, redundancy, excess capacity, and reconfiguration paths so that future modification is supported. Where adaptation names the modification of a system to fit new conditions generally, the design-for-adaptability variant fixes the timing \u2014 the adaptive capacity is engineered in upfront, before the conditions that will exercise it are known."
   }
  ],
  "design_patterns": [
   {
    "child": "design_patterns",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design patterns is the specific shape abstraction takes when recurring solution structures are named and extracted for reuse across instances.",
    "reason": "Abstraction is the purpose-relative retention of structure that keeps what is load-bearing for a use across many concrete instances. Design patterns is the particular shape this move takes in design and architecture: recurring problem-solution shapes are extracted from many concrete instances, named, and codified so the abstracted structure can be reused in new situations. It is a structurally-particularized instance of abstraction whose specific projection retains the generalizable problem-solution structure and discards the particulars of any one application."
   }
  ],
  "design_prototyping": [
   {
    "child": "design_prototyping",
    "parent": "approximation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design prototyping is the specific shape approximation takes when a tractable physical or interactive surrogate stands in for the eventual full product.",
    "reason": "Approximation is the deliberate substitution of a tractable surrogate for an intractable target, with a controlled and named error the use case can tolerate. Design prototyping is the particular shape this move takes in engineering and design: the eventual full product is the intractable target, the prototype is the simpler tangible surrogate, and the bounded fidelity gap is what the learning purpose can absorb. It is a structurally-particularized instance of substitution-under-controlled-error whose specific machinery is materialized partial embodiment for the sake of feasibility and form learning."
   },
   {
    "child": "design_prototyping",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Design prototyping typically presupposes iteration because the prototype's purpose is to feed learning into successive rounds of design refinement.",
    "reason": "Design prototyping creates partial, testable versions of a design to learn about feasibility, form, and function before full commitment. The prototype's value is realized through iteration: each round produces evidence that feeds the next design cycle, with state carried between rounds and progress measured across them. Iteration supplies the repeated-application-with-state-carryover structure that prototyping rides on. Some single-shot prototypes serve as one-time confidence checks without iterative cycles, so the dependence is typical, though the canonical use case is iterative refinement."
   }
  ],
  "designed_out_misuse": [
   {
    "child": "designed_out_misuse",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The deliberate ASYMMETRIC editing of an affordance set so the misuse path is costly while the legitimate path stays free; affordance is the raw material, this is the design move performed ON affordances.",
    "reason": "The deliberate ASYMMETRIC editing of an affordance set so the misuse path is costly while the legitimate path stays free; affordance is the raw material, this is the design move performed ON affordances. 'affordance is the material; this is the design move'. Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Designed-Out Misuse operates against that background: Affordances and defaults are arranged so the misuse path is costly or impossible while the legitimate path stays easy, preventing harm before enforcement has to act. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "desire_path": [
   {
    "child": "desire_path",
    "parent": "revealed_preference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the route-design frame leaves inference of latent preference from a durable trace of costly observed choices rather than stated reports.",
    "reason": "Desire paths add a prescribed route, an inscribing substrate, repeated traversal, and a redesign response to the portable revealed-preference inversion from behavior to what users value or need."
   }
  ],
  "determinism": [
   {
    "child": "determinism",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Determinism presupposes causality because its claim is precisely that the present state plus laws fix a unique successor via the productive cause-effect connection.",
    "reason": "Determinism presupposes causality because its content \u2014 that state plus laws fix exactly one successor \u2014 operates on the cause-effect relation: laws are the productive connection from prior state (cause) to next state (effect), and modal robustness is the counterfactual invariance of the law itself. It inherits causality's four-part structure and particularizes it to the case where the law is single-valued rather than probabilistic. Without causality's productive connection, the deterministic trajectory has nothing to specify."
   }
  ],
  "deterrence": [
   {
    "child": "deterrence",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deterrence is coercion in the RESTRAINT-FORCING direction (costs conditional on a proscribed act).",
    "reason": "Deterrence is coercion in the RESTRAINT-FORCING direction (costs conditional on a proscribed act). Explicit genus-to-species. Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Deterrence preserves that general structure while adding its differentia: Preventing an action not by blocking it but by arranging consequences so the target's own cost-benefit calculation makes the action unattractive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "develops_from_relation": [
   {
    "child": "develops_from_relation",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Develops_from is a relation but a highly-specified one \u2014 one continuant through directed, qualitatively-distinct, rule-governed stages \u2014 adding the four commitments (continuant identity, directed ordering, qualitative change, generative rule) the bare relation lacks.",
    "reason": "Develops_from is a relation but a highly-specified one \u2014 one continuant through directed, qualitatively-distinct, rule-governed stages \u2014 adding the four commitments (continuant identity, directed ordering, qualitative change, generative rule) the bare relation lacks. A typed directed identity-preserving edge as against an unlabeled link. Relation supplies the genus: Describes associations or dependencies. Develops-From Relation preserves that general structure while adding its differentia: A later entity came to be by stage-wise transformation of a continuing predecessor, the same continuant passing through directed, qualitatively distinct stages under a generative rule. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "diagnostically_inert_signal": [
   {
    "child": "diagnostically_inert_signal",
    "parent": "signaling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A diagnostically inert signal is signaling specialized to a message that detects an event while omitting actionable diagnostic content.",
    "reason": "A diagnostically inert signal is signaling specialized to a message that detects an event while omitting actionable diagnostic content. Signaling supplies the genus: Revealing hidden information. Diagnostically Inert Signal preserves that general structure while adding its differentia: A signal that announces a failure but carries none of the content needed to act on it, splitting detection-completeness from recovery-completeness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "diagonal_impossibility": [
   {
    "child": "diagonal_impossibility",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-reference is the PRECONDITION; the diagonal flip is what extracts the impossibility.",
    "reason": "Self-reference is the PRECONDITION; the diagonal flip is what extracts the impossibility. It presupposes a self-modeling system that can name its own analyzers, then engineers a flip object. Reflexivity (Self-Reference) supplies the prerequisite condition: Self-referential systems. Diagonal Impossibility operates against that background: In a self-modeling system, a putative total analyzer is refuted by constructing an object engineered to make the analyzer's verdict on it contradict the property it decides. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "dialectic": [
   {
    "child": "dialectic",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dialectic is a kind of interpretation: structured exchange between positions recovers meaning that no single vantage can reach.",
    "reason": "Dialectic uses structured question-answer-clarification across multiple positions to expose assumptions, pressure claims, and converge on understandings unreachable from a single vantage point. The end product is a constrained reading of the matter under examination, answerable to the exchange's evidence and the framework that scopes available answers. That is the activity of Interpretation \u2014 recovering meaning from a representational substrate under a framework that makes some readings available and others not. Dialectic specializes interpretation to multi-voice procedural inquiry."
   },
   {
    "child": "dialectic",
    "parent": "inquiry_based_learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dialectic presupposes inquiry-based learning because its elenchic question-answer-clarification cycle is the inquiry stance applied through structured dialogue.",
    "reason": "Dialectic presupposes inquiry-based learning because the multi-interlocutor exchange depends on the stance that understanding arises by formulating questions, testing claims against evidence and counter-position, and revising in light of what the exchange surfaces. Without inquiry's commitment to investigation-driven knowing -- problematic situation, evidence-gathering, explanation-construction, revision -- the elenchus collapses to mere debate. Dialectic specializes the inquiry stance by routing the investigation through structured dialogue between competing positions rather than a solo investigator's confrontation with a phenomenon."
   }
  ],
  "differential_decay": [
   {
    "child": "differential_decay",
    "parent": "signal_decay_and_fadeout",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differential_decay is the child that enriches generic decay: two COUPLED signals fade at DIFFERENT rates, so the survivor carries a meaning the pair never asserted (often a sign flip) \u2014 a CONTENT transformation, where signal_decay_and_fadeout is a MAGNITUDE reduction.",
    "reason": "Differential_decay is the child that enriches generic decay: two COUPLED signals fade at DIFFERENT rates, so the survivor carries a meaning the pair never asserted (often a sign flip) \u2014 a CONTENT transformation, where signal_decay_and_fadeout is a MAGNITUDE reduction. generic decay reduces magnitude, differential decay reshapes content. Signal Decay and Fadeout supplies the genus: Signals, influence, or effects systematically weaken over time or space. Differential Decay preserves that general structure while adding its differentia: Two coupled signals decay at different rates, so the surviving component carries forward a meaning the original pair never intended \u2014 often with a sign flip. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "differentiated_instruction": [
   {
    "child": "differentiated_instruction",
    "parent": "adaptation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differentiated instruction is the specific shape adaptation takes when teaching tailors content, process, and product to learner variation.",
    "reason": "Differentiated instruction is the structurally-particularized form adaptation takes in the pedagogical case: the system (the classroom and teacher's practice) modifies internal structure (content, process, product, environment) in response to sustained variation in learner readiness, interests, and profiles, preserving effective instruction across the distribution. It inherits adaptation's commitment to internal modification that improves fit to changed conditions, particularized to the case where the changing conditions are within-classroom learner diversity rather than external environment."
   },
   {
    "child": "differentiated_instruction",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differentiated instruction is a specific pedagogy that tailors content, process, product, and environment to individual learner profiles within one classroom.",
    "reason": "Differentiated instruction is a specialization of pedagogy whose distinctive move is calibrating the instructional encounter to the readiness, interests, and learning profiles of individual learners rather than delivering a uniform program. It inherits pedagogy's general commitment that an instructional agent deliberately structures another agent's engagement with content to cause durable capability change, and adds the operating principle that the structuring must vary across learners within a shared class because uniform delivery predictably underserves both ends of the readiness distribution and fails to leverage classroom diversity."
   }
  ],
  "diffusion": [
   {
    "child": "diffusion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diffusion is a specialization of propagation in which the spreading mechanism is the aggregate of random or gradient-driven movements of microscopic constituents.",
    "reason": "Diffusion specializes propagation by fixing the transmission mechanism as the aggregate stochastic or gradient-driven movement of many microscopic constituents, with no central directing agent. Where propagation names the systematic spreading of a signal or effect through a medium or network generally, diffusion specifies that the spread arises from microscopic randomness producing macroscopic flux down concentration gradients, governed quantitatively by Fick's law \u2014 a particular shape propagation takes when the medium is a stochastic substrate and the influence moves via collective random-walk dynamics."
   },
   {
    "child": "diffusion",
    "parent": "flow",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diffusion is a specialization of flow in which net transport arises from microscopic stochastic motion down a concentration gradient.",
    "reason": "Diffusion is a specialization of flow in which the transport mechanism is the aggregate of microscopic random walks rather than coherent bulk motion, and the driving gradient is in concentration of the transported quantity itself. It inherits the general flow commitment of directional transfer of a conserved quantity from source to sink along a gradient, and specializes by fixing the mechanism to stochastic redistribution that yields Fick's-law proportionality between flux and gradient, with no central agent directing the movement."
   },
   {
    "child": "diffusion",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Diffusion presupposes gradient because the net flux it describes is driven by, and proportional to, the gradient of the diffusing quantity.",
    "reason": "Diffusion presupposes gradient because its constitutive law, Fick's, ties flux to the negative of the concentration gradient: there is no net diffusion in the absence of a gradient, and the gradient supplies both direction (down-slope) and magnitude (proportional to steepness) of macroscopic transport. Gradient supplies the general apparatus of pointwise direction-of-steepest-change in a scalar field; diffusion translates that local field-structure into a quantitative rule for net transport via the diffusion coefficient. Without a gradient, microscopic random motion produces no macroscopic flux."
   }
  ],
  "dimensional_analysis": [
   {
    "child": "dimensional_analysis",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dimensional analysis presupposes constraint because dimensional homogeneity is a binding restriction on which equations among physical quantities can be admissible.",
    "reason": "Dimensional analysis requires every physical equation to be dimensionally homogeneous: every additive term and both sides of any equality must share identical dimensional signatures. This presupposes constraint: a condition restricting admissible configurations to those satisfying it, with the feasible set as a first-class object. Dimensional homogeneity is a binding restriction on the space of candidate equations: any expression violating it is not admissible regardless of other merit. The Buckingham pi theorem then quantifies how this binding constraint reduces the number of free parameters, exactly the constraint-reduces-feasible-set move."
   },
   {
    "child": "dimensional_analysis",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dimensional analysis presupposes invariance because dimensional homogeneity requires that physical laws hold unchanged under unit-system changes.",
    "reason": "Dimensional analysis presupposes invariance because dimensional homogeneity -- the requirement that both sides of a physical equation share the same dimensional signature -- is exactly the claim that the equation's truth is preserved under the named family of unit-system transformations. The Buckingham pi theorem then exploits this invariance: the dimensionless groups are the invariants of the unit-change group, and the count (n minus k) is the dimension of the invariant subspace. Without invariance's joint specification of preserved feature and preserving operations, dimensional reasoning has no formal warrant."
   }
  ],
  "dimensionality_reduction": [
   {
    "child": "dimensionality_reduction",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dimensionality Reduction is a kind of approximation: a low-dimensional surrogate stands in for high-dimensional data with controlled loss.",
    "reason": "Dimensionality reduction maps high-dimensional data into a lower-dimensional representation chosen to preserve the structural features that matter for downstream tasks \u2014 variance, neighborhoods, predictive information \u2014 while discarding redundant or noisy dimensions. The low-dimensional representation is a tractable surrogate for the intractable original, with an explicit error measure tied to the downstream criterion. That is the defining shape of Approximation, here specialized to data representation where the surrogate is a lower-dimensional projection or embedding."
   },
   {
    "child": "dimensionality_reduction",
    "parent": "compression",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dimensionality reduction is a specialization of compression in which redundancy in a high-dimensional representation is removed by projecting onto a lower-dimensional latent structure.",
    "reason": "Dimensionality reduction is a specialization of compression in which the redundancy being exploited is dimensional: high-dimensional data lies on or near a low-dimensional manifold, and a transformation projects it onto that lower-dimensional representation while preserving variance, distances, or predictive information. It inherits the general compression commitment that redundant structure can be eliminated without losing what matters and that the choice between lossless and lossy reduction is governed by which features must be preserved. The specialization fixes the redundancy to dimensional correlations rather than symbol-level statistics."
   }
  ],
  "diminishing_incremental_gains": [
   {
    "child": "diminishing_incremental_gains",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diminishing Incremental Gains is a kind of trade-off: each new unit of input buys less output, raising the relative cost of further improvement.",
    "reason": "Diminishing incremental gains says successive units of an input produce smaller increments of output once a threshold is passed, so the marginal cost of each next unit of benefit rises along the concave curve. Continuing to improve on the output dimension therefore requires giving up more on the input side \u2014 time, money, effort \u2014 than for any prior unit. That is the structure of a Trade-off, here driven by concavity in the input-output relationship rather than fixed-frontier opposition between two outputs."
   },
   {
    "child": "diminishing_incremental_gains",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Diminishing incremental gains presupposes nonlinearity because concave saturation of returns is one of nonlinearity's signature shapes.",
    "reason": "Diminishing incremental gains presupposes nonlinearity because its structural claim, that each successive unit of input produces less output than the one before, is precisely a statement of concavity: a nonlinear input-output relation in which scaling does not preserve proportionality. Nonlinearity supplies the general space of relationships in which superposition fails and qualitative features like thresholds and saturation become possible; diminishing gains picks out the concave-saturating subfamily of that space as a domain-general heuristic across learning, utility, exercise, and effort."
   }
  ],
  "diminishing_returns": [
   {
    "child": "diminishing_returns",
    "parent": "nonlinearity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diminishing returns is the specific shape nonlinearity takes when a production function with a fixed factor exhibits eventually-negative second derivative in the variable input.",
    "reason": "Diminishing returns is the structurally-particularized instance of nonlinearity in a production-economic setting: a production function with at least one fixed factor exhibits an eventually-negative second derivative in the variable input, so marginal product declines past a threshold. It carries forward nonlinearity's general commitment that scaling does not preserve proportionality and that concavity and saturation are structural features, and gives this shape the specific economic content of an empirically robust law about marginal, average, and total product under input fixity."
   },
   {
    "child": "diminishing_returns",
    "parent": "diminishing_incremental_gains",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The law of diminishing returns is a specialization of diminishing incremental gains restricted to production with at least one fixed input.",
    "reason": "The law of diminishing returns is a specialization of diminishing incremental gains restricted to the technological setting of a production process with at least one fixed factor, where the marginal product of a variable input eventually declines. It inherits the general concave input-output pattern that each successive unit yields a smaller increment, and specializes by fixing the domain to production economics, the cause to the fixed-factor constraint, and the variables to marginal, average, and total products. The broader heuristic of diminishing gains covers learning curves, utility, and effort; the law isolates the production-function instance with formal microeconomic predictions."
   }
  ],
  "directed_acyclic_graph": [
   {
    "child": "directed_acyclic_graph",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A DAG is a specific KIND of network/graph \u2014 directed edges plus a global no-return (acyclicity) constraint.",
    "reason": "A DAG is a specific KIND of network/graph \u2014 directed edges plus a global no-return (acyclicity) constraint. A specialization of the general network with the added direction + acyclicity invariants."
   }
  ],
  "discounting_present_value": [
   {
    "child": "discounting_present_value",
    "parent": "time_value_of_money",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is the specific shape time value of money takes as the quantitative technique for converting future cash flows into present-value equivalents.",
    "reason": "Discounting is the operational particularization of time value of money: it provides the formula and procedure (C/(1+r)^t or C\u00b7exp(-rt)) for converting future cash flows into present-equivalent amounts using a discount rate that encodes time preference, opportunity cost, and risk adjustment. Where time value of money names the foundational principle that a unit of currency today is worth more than the same unit later, discounting fixes the quantitative apparatus \u2014 the rate, the compounding scheme, the present-value computation \u2014 that operationalizes the principle for decision analysis."
   },
   {
    "child": "discounting_present_value",
    "parent": "time_preference_discounting_future",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is the specific shape time preference takes when its psychological weighting is operationalized as a discount-rate formula converting future cash flows to present value.",
    "reason": "Discounting is the structurally-particularized instance of time preference in finance and economic analysis: the psychological weighting of present over future is turned into an explicit discount rate r and a formula C divided by one plus r to the t (or continuous exponential) that converts a future cash flow into its present-value equivalent. It carries forward time preference's general commitment that delayed outcomes count for less than immediate ones, and gives this idea its specific quantitative shape in NPV, IRR, and discounted-cash-flow analysis."
   },
   {
    "child": "discounting_present_value",
    "parent": "commensurability",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is a technique that achieves commensurability across time by converting future values to present value; a mechanism, not a genus-instance.",
    "reason": "Discounting is a technique that achieves commensurability across time by converting future values to present value; a mechanism, not a genus-instance. Commensurability supplies the prerequisite condition: Diverse values expressed in common metric enabling comparison. Discounting (Present Value) operates against that background: Present value calculation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "discrepancy_driven_correction": [
   {
    "child": "discrepancy_driven_correction",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'feedback's goal-directed specialisation \u2014 feedback structured around an explicit target and a signed gap that the action is keyed to.' A strict subspecies of feedback (which has no target).",
    "reason": "'feedback's goal-directed specialisation \u2014 feedback structured around an explicit target and a signed gap that the action is keyed to.' A strict subspecies of feedback (which has no target). Feedback supplies the genus: Outputs influence inputs. Discrepancy-Driven Correction preserves that general structure while adding its differentia: Iteratively close the signed gap between a target and an observation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "discrete_vs_continuous_quantization": [
   {
    "child": "discrete_vs_continuous_quantization",
    "parent": "discreteness",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Discreteness is one constitutive pole of the bundled discrete-versus-continuous comparison and supplies quantization's separated admissible states.",
    "reason": "The current node explicitly compares countable separated values with a continuum and then analyzes mechanisms that produce quantized levels. Discreteness is therefore an internal constituent, not merely a neighboring concept: removing separated states removes both one side of the comparison and the defining output of quantization."
   },
   {
    "child": "discrete_vs_continuous_quantization",
    "parent": "continuity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Continuity is the other constitutive pole of the bundled comparison and supplies the continuum against which imposed quantization is defined.",
    "reason": "The current identity includes a direct discrete-versus-continuous contrast and engineered quantization from continuous signals. Continuity is therefore part of the live bundle. This edge records the source as it exists while a separate identity audit decides whether the bundle should be narrowed and renamed Quantization rather than pretending the already-canonical poles are absent."
   }
  ],
  "discreteness": [
   {
    "child": "discreteness",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discreteness is a specific kind of boundary where the demarcation produces isolated points with no intermediate values between them.",
    "reason": "Discreteness is a specialization of boundary. The general pattern marks a demarcation between an entity and what is outside, with the demarcation criterion governing membership and the permeability governing crossings. Discreteness instantiates this with the demarcation isolating each element from its neighbours, formally captured by the discrete topology in which every singleton is open and every point is isolated. The boundary between any element and any other is impermeable: there are no intermediate values. It is boundary maximized to the per-element scale, enabling counting, enumeration, and the combinatorial toolbox."
   },
   {
    "child": "discreteness",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Discreteness presupposes set and membership because identifying separated states requires the prior availability of distinct elements satisfying a membership criterion.",
    "reason": "Discreteness presupposes set and membership because its defining property, separated identifiable states with positive minimum spacing or isolated points, makes sense only against the prior availability of a collection of distinct elements that membership picks out. Set supplies the general apparatus of collection-as-first-class-object with a well-defined inclusion criterion; discreteness then characterizes the substructure of the set as one in which elements are individuated without intermediate values. Without set and membership, there is no enumerable collection on which discreteness's combinatorial reasoning, counting, and finite-state machinery can operate."
   }
  ],
  "discretion": [
   {
    "child": "discretion",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Discretion presupposes authority because the designed delegation of judgment within a rule's gap requires legitimately empowered decision-making in that space.",
    "reason": "Discretion presupposes authority because the rule system's deliberate leaving-open of a gap and assignment of the choice within it to a situated agent requires that the agent hold legitimate power to make binding decisions in that space. Without authority's recognized right to bind, the discretionary choice is mere opinion that others may ignore. Discretion is authority operating in the rule's silences: the rule fixes the boundary, and the authority delegated to the agent fills the interior with case-specific judgment that binds through the agent's recognized standing."
   }
  ],
  "diseconomies_of_scale": [
   {
    "child": "diseconomies_of_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diseconomies of scale is the specific shape scale takes when growth past some size makes per-unit performance worse rather than better.",
    "reason": "Scale names the general fact that system properties and governing laws vary as size or aggregation level changes, so that the system at one scale may be qualitatively different from the system at another. Diseconomies of scale is the particular shape this pattern takes in cost-output relations: beyond some band, coordination overhead and internal friction rise faster than added output, turning the size-efficiency curve unfavorable. It is a structurally-particularized instance of the band-specific-ontology pattern where the band-crossing is felt as an upturn in average cost."
   },
   {
    "child": "diseconomies_of_scale",
    "parent": "diminishing_incremental_gains",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Diseconomies of scale is the extension of diminishing marginal contribution into per-unit-cost reversal past a threshold scale.",
    "reason": "Diseconomies of scale is the extension of diminishing marginal contribution into per-unit-cost reversal past a threshold scale. Diminishing Incremental Gains supplies the genus: Reduced benefit per unit. Diseconomies of Scale preserves that general structure while adding its differentia: Rising per-unit cost once scale grows past a point. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "disjointness": [
   {
    "child": "disjointness",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Disjointness is empty intersection under a fixed identity criterion \u2014 a relation among collections within the set-and-membership apparatus.",
    "reason": "Disjointness is empty intersection under a fixed identity criterion \u2014 a relation among collections within the set-and-membership apparatus. A specialized set-relation. Set and Membership supplies the genus: Groups and categorizes elements. Disjointness preserves that general structure while adding its differentia: Two or more populated collections share no element. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "dislocation_motion": [
   {
    "child": "dislocation_motion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Dislocation Motion is typically a specialization of Propagation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Dislocation Motion preserves that general structure while adding its differentia: Large-scale change of an ordered medium achieved by propagating a localised defect rather than rearranging every unit at once. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "dispersion": [
   {
    "child": "dispersion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dispersion is the property-indexed differentiation of rates within a propagating bundle \u2014 a specialization of propagation ('not propagation as such').",
    "reason": "Dispersion is the property-indexed differentiation of rates within a propagating bundle \u2014 a specialization of propagation ('not propagation as such'). Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Dispersion preserves that general structure while adding its differentia: A co-launched bundle separates because propagation rate depends on a per-component property. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "disruptive_innovation": [
   {
    "child": "disruptive_innovation",
    "parent": "creative_destruction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Disruptive innovation is the specific trajectory-crossing case within the broad Schumpeterian creative_destruction \u2014 an INITIALLY INFERIOR entrant on a cheaper steeper curve crossing the incumbent's value curve.",
    "reason": "Disruptive innovation is the specific trajectory-crossing case within the broad Schumpeterian creative_destruction \u2014 an INITIALLY INFERIOR entrant on a cheaper steeper curve crossing the incumbent's value curve. creative_destruction also includes SUSTAINING displacements that are not disruptive. The inversion test (was the entrant initially worse on the headline metric?) distinguishes them. 'creative destruction is the broader category and disruptive innovation a specific mechanism within it.'. Creative Destruction supplies the genus: Replacement through innovation. Disruptive Innovation preserves that general structure while adding its differentia: An initially inferior entrant on a cheaper, steeper trajectory crosses the incumbent's value curve and displaces it, because the terms of competition shift rather than the entrant winning on the old ones. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "dissipation": [
   {
    "child": "dissipation",
    "parent": "irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dissipation presupposes irreversibility because the unrecoverable conversion of order into heat is the defining one-way process irreversibility names.",
    "reason": "Dissipation is the systematic conversion of organized energy or structural order into thermalized, un-recoverable form through interactions with many degrees of freedom. This rests on irreversibility: the structural preclusion of restoring a process's prior state without a costly compensating change in the environment. Dissipation cannot be a coherent pattern unless the conversion has a privileged direction; the entropy-increase clause that makes friction, viscosity, and Joule heating dissipative is exactly the thermodynamic structural feature irreversibility specifies as its mechanism."
   }
  ],
  "distortion": [
   {
    "child": "distortion",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distortion is a transformation's DEVIATION from a reference faithful one; it presupposes a transformation.",
    "reason": "Distortion is a transformation's DEVIATION from a reference faithful one; it presupposes a transformation. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Distortion operates against that background: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "distortion",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A systematic, rule-governed, non-random deviation of output from faithful input is precisely bias's systematic-directional-error signature applied to signal transformation.",
    "reason": "A systematic, rule-governed, non-random deviation of output from faithful input is precisely bias's systematic-directional-error signature applied to signal transformation. Bias supplies the genus: Systematic, directional error distinct from random noise. Distortion preserves that general structure while adding its differentia: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "distributional_assumption": [
   {
    "child": "distributional_assumption",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distributional assumption presupposes statistical inference because the commitment to a distribution family is meaningful only within the inferential reasoning it enables.",
    "reason": "A distributional assumption is a structural commitment to model uncertain quantities under a specific probability-distribution family, made in service of drawing conclusions from samples about populations or future outcomes. Without statistical inference's machinery \u2014 reasoning from finite observations to underlying processes with explicit accounting for sampling variability and model uncertainty \u2014 there would be no purpose to imposing distributional structure on data. Statistical inference supplies the reasoning context that makes the distributional-assumption choice a load-bearing modeling decision rather than mere descriptive labeling."
   },
   {
    "child": "distributional_assumption",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A distributional assumption presupposes probability because it commits to a specific probability distribution shape for uncertain quantities.",
    "reason": "A distributional assumption presupposes probability because the commitment to normal, exponential, power-law, or any other shape family is a commitment within probability's apparatus -- the assignment of coherent numerical weights over outcomes obeying additivity, normalization, and conditioning. Without probability's framework of sample space, events, and measure, there is no distribution to assume, no parametric structure to impose, and no model risk to bear. The assumption is a chosen restriction within the infinite-dimensional space of probability distributions probability theory provides. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Distributional Assumption operates against that background: Commitment to assume uncertain quantities follow specific distribution. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "distributional_assumption",
    "parent": "assumption",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Distributional Assumption is a specialization of Assumption, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Assumption supplies the genus: A proposition treated as true for the purposes of some reasoning without being currently demonstrated within it, forming the load-bearing layer between what is given and what is concluded. Distributional Assumption preserves that general structure while adding its differentia: Commitment to assume uncertain quantities follow specific distribution. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "distributional_effects": [
   {
    "child": "distributional_effects",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distributional_effects is the critical recognition of what the aggregation operation conceals \u2014 the vector behind the scalar; it presupposes aggregation as the collapsing step.",
    "reason": "Distributional_effects is the critical recognition of what the aggregation operation conceals \u2014 the vector behind the scalar; it presupposes aggregation as the collapsing step. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Distributional Effects operates against that background: An aggregate outcome conceals systematically heterogeneous, unit-level changes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "divergence_convergence_in_the_design_process": [
   {
    "child": "divergence_convergence_in_the_design_process",
    "parent": "variation_strategies",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Divergence-convergence presupposes variation strategies because the divergence phase systematically generates the variety the convergence phase then selects from.",
    "reason": "Divergence-convergence is the cyclical macro-structure of disciplined design: a divergence phase deliberately expands the space of candidate framings and concepts, followed by a convergence phase that evaluates and narrows. The divergence phase is itself a variation strategy \u2014 controlled injection of variety into a process to surface alternatives. Variation strategies supplies the general practice of using variation as a deliberate tool to surface options and escape local optima. Divergence-convergence presupposes that practice as the engine of its divergence half, on which the subsequent convergence selection then operates."
   },
   {
    "child": "divergence_convergence_in_the_design_process",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Divergence-convergence in the design process presupposes iteration because its expand-then-narrow phases recur cyclically with each cycle building on the previous one.",
    "reason": "Divergence-convergence is structured as a recurring cycle: a divergence phase generates breadth, a convergence phase narrows to a chosen candidate, and the process then re-opens to another divergence phase at finer grain. Without iteration's machinery \u2014 repeated application of a process with state carried between rounds and a notion of progress measured across them \u2014 there would be no way to organize the design process as cumulative cycles; the expand-and-narrow moves would collapse into a single non-recurring sequence rather than a productive macro-structure."
   }
  ],
  "diversification": [
   {
    "child": "diversification",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Operates to reduce the variance of a total outcome over multiple exposures, each with its own uncertainty; presupposes risk (a known distribution of outcomes to manage).",
    "reason": "Operates to reduce the variance of a total outcome over multiple exposures, each with its own uncertainty; presupposes risk (a known distribution of outcomes to manage). Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Diversification operates against that background: Spreading exposures across positions whose failure modes are uncorrelated reduces total-outcome variance; correlation, not count, drives the benefit. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "division_of_labor": [
   {
    "child": "division_of_labor",
    "parent": "specialization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Division of labor presupposes specialization because partitioning a joint task into narrow assigned roles depends on each performer narrowing function.",
    "reason": "Division of labor is the system-level partitioning of joint production into distinct sub-tasks assigned to distinct performers whose specialized outputs are re-integrated. This rests on specialization: components narrowing to distinct partial functions rather than remaining general-purpose, trading self-sufficiency for higher collective performance through narrowing, complementarity, and integration. Smith's pin-factory analysis is the same observation in both directions. Without specialization's narrowing-plus-complementarity structure, the partitioned sub-tasks could not yield the productivity gain that distinguishes division of labor from mere parallel duplication of the whole task."
   }
  ],
  "dose_response_relationship": [
   {
    "child": "dose_response_relationship",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dose-response relationship presupposes nonlinearity because the characteristic curves are sigmoidal with thresholds, saturation, and ceilings rather than proportional.",
    "reason": "Dose-response relationship presupposes nonlinearity because the canonical dose-response curve is structurally nonlinear: it exhibits thresholds below which response is negligible, sigmoidal rise through a sensitive range, and saturation at a ceiling effect. The function's clinically meaningful shape parameters (potency, efficacy, slope, threshold, ceiling) are precisely the features of a nonlinear input-output relation. Without the prior commitment that scaling inputs need not scale outputs proportionally and that thresholds and saturation are structural rather than accidental, dose-response would collapse to a trivial linear scaling."
   },
   {
    "child": "dose_response_relationship",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dose-response relationship is a specialization of function (mapping) that assigns response magnitudes deterministically to dose levels.",
    "reason": "Dose-response relationship is a specialization of function. Specifically, it instantiates the rule-assigning-each-input-exactly-one-output structure with dose as domain element and response magnitude as codomain element, capturing the Paracelsus insight that toxicity is a quantity-function rather than a substance-property. It commits to determinism in the function-theoretic sense -- same dose, same expected response in the specified system -- and is parameterized by characteristic shape features (potency, efficacy, slope, threshold, ceiling) that distinguish it from a mere correlation or noisy relation."
   }
  ],
  "double_counting": [
   {
    "child": "double_counting",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'double counting is aggregation, just aggregation that has gone wrong at a specific place' \u2014 it presupposes the aggregation operation and is the failure where overlapping buckets are summed without subtracting |A n B|.",
    "reason": "'double counting is aggregation, just aggregation that has gone wrong at a specific place' \u2014 it presupposes the aggregation operation and is the failure where overlapping buckets are summed without subtracting |A n B|. Presupposes-parent, not is a specialization of. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Double Counting operates against that background: Including the same underlying unit more than once in an aggregate because overlapping buckets are summed without subtracting their intersection. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "downward_causation": [
   {
    "child": "downward_causation",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward Causation presupposes Emergence: it requires a higher level whose properties are not reducible to lower-level constituents.",
    "reason": "Downward causation claims that higher-level structures causally influence the behavior of their lower-level constituents. That claim requires the higher level to exist as a causally relevant level of organization with properties not trivially reducible to lower-level descriptions \u2014 exactly what Emergence supplies. Without emergent higher-level structure there is no upper terminus from which downward influence could flow. Downward causation presupposes emergence as the structural precondition that establishes the levels between which downward influence is asserted to run."
   },
   {
    "child": "downward_causation",
    "parent": "layering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward Causation presupposes Layering: it requires a stratified architecture in which higher strata can influence lower ones.",
    "reason": "Downward causation asserts that influence flows from higher strata back onto their lower-level constituents. That assertion requires a stratified architecture in which strata are distinguishable, each with its own descriptive vocabulary and operational regime \u2014 the structure supplied by Layering. Without a layered organization there is no higher stratum from which influence could descend and no lower stratum to receive it. Downward causation presupposes layering as the structural substrate that makes upward and downward causal directions meaningfully distinct."
   },
   {
    "child": "downward_causation",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward causation presupposes causality because it asserts genuine cause-effect influence flowing from higher levels back to lower-level constituents.",
    "reason": "Downward causation presupposes causality because the claim that wholes causally constrain or shape their parts requires the full four-component causal relation -- antecedent, consequent, productive connection, and modal robustness -- to hold across the hierarchical boundary. Without causality's apparatus, downward influence collapses to mere description or correlation. The controversial commitment of the prime is precisely that the higher level satisfies cause-component requirements (counterfactual sensitivity, productive linkage) with respect to lower-level dynamics, not just that aggregate descriptions are explanatorily useful."
   },
   {
    "child": "downward_causation",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The downward context edge (macro reshapes micro situations) \u2014 'the other half'.",
    "reason": "The downward context edge (macro reshapes micro situations) \u2014 'the other half'. After the philosophy frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Downward Causation adds the local frame and commitments expressed in its identity: Higher-level influence. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "dragon_king_theory": [
   {
    "child": "dragon_king_theory",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A phase transition/bifurcation near criticality is the mechanism (second generator) dragon-king theory invokes; the prime is the statistical SIGNATURE and diagnostic built around it.",
    "reason": "A phase transition/bifurcation near criticality is the mechanism (second generator) dragon-king theory invokes; the prime is the statistical SIGNATURE and diagnostic built around it. Part-to-whole: presupposes the critical-transition mechanism but adds the bimodal-tail test and precursor families. Tipping Points (or Phase Transitions) supplies the prerequisite condition: Abrupt state change. Dragon King Theory operates against that background: The largest events in some complex systems come from a distinct mechanism \u2014 synchronization or bifurcation near criticality \u2014 leaving them above the power-law tail and partly predictable. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "dunning_kruger_effect": [
   {
    "child": "dunning_kruger_effect",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dunning-Kruger effect is a specialization of bias in which low-competence individuals systematically overestimate their own competence.",
    "reason": "The Dunning-Kruger effect is a specialization of bias. The general bias pattern is systematic, signed displacement of outputs from a true value, persisting beyond noise. Dunning-Kruger specializes by giving the displacement a specific shape: self-assessment of competence is systematically displaced upward at low competence and modestly downward at high competence, with the same metacognitive deficit producing both the incompetence and the failure to recognize it. The same systematic-rather-than-random-displacement logic of bias applies, with self-assessment as the estimating process and the competence gap as the specific cause of the offset."
   },
   {
    "child": "dunning_kruger_effect",
    "parent": "metacognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dunning-Kruger effect presupposes metacognition because the self-assessment failure it names is a failure of monitoring one's own competence.",
    "reason": "The Dunning-Kruger effect is the pattern in which low-competence individuals overestimate their competence because they lack the metacognitive apparatus to recognize their lack. The effect is constitutively a failure of second-order monitoring: judging one's own performance, identifying gaps, calibrating confidence. Metacognition supplies precisely that monitoring capacity \u2014 representing and evaluating one's own cognitive processes. Without metacognition as a structural commitment of cognitive systems, there would be no self-assessment operation to fail and no double-curse mechanism in which the missing competence and the missing self-awareness coincide."
   }
  ],
  "dynamic_programming": [
   {
    "child": "dynamic_programming",
    "parent": "optimization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dynamic programming is the specific shape optimization takes when problems exhibit optimal substructure and overlapping subproblems.",
    "reason": "Dynamic programming is the specific shape optimization takes when the problem has optimal substructure (the optimal solution can be assembled from optimal solutions to subproblems) and overlapping subproblems (the same subproblems recur many times). Optimization in general is the search over a feasible set for an element maximizing or minimizing an objective subject to constraints. DP instantiates this by exploiting recursive structure: the search is decomposed across stages or subproblems, results cached, and assembled bottom-up or top-down. Bellman's principle of optimality is what licenses the recursive decomposition into a polynomial-time procedure."
   },
   {
    "child": "dynamic_programming",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dynamic programming presupposes recurrence because its decomposition into overlapping subproblems is expressed as a Bellman recurrence relation.",
    "reason": "Dynamic programming solves problems by decomposing them into overlapping subproblems whose solutions are stored and reused, exploiting optimal substructure. This presupposes recurrence: the structural property by which a pattern, condition, or value reappears across iterations, classically formalized as recurrence relations. The Bellman equation is precisely such a recurrence: the optimal value at stage n is a function of optimal values at smaller subproblems. Both memoization and tabulation are mechanisms for exploiting the reappearance of the same subproblem; without recurrence as the structural reason that the same subproblems recur, DP's caching strategy yields no speedup."
   },
   {
    "child": "dynamic_programming",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dynamic programming is the specific shape decomposition takes when subproblems overlap and optimal substructure lets cached solutions compose into the full answer.",
    "reason": "Dynamic programming is the specific shape decomposition takes when the whole is a decision problem with optimal substructure and overlapping subproblems. The breaking-into-recombinable-parts pattern that decomposition names manifests here as identifying subproblems whose optimal solutions combine into the parent's optimum; the overlap means the same parts recur, making memoization or bottom-up tabulation transform exponential recursion into polynomial computation. Optimal substructure is the reversibility-and-recombinability condition decomposition presupposes, sharpened for optimization contexts. After the operations_research frame is stripped away, the retained structural roles are those of Decomposition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Dynamic Programming adds the local frame and commitments expressed in its identity: Solve via subproblem reuse. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "echo_chamber": [
   {
    "child": "echo_chamber",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Echo chamber is constituted by a self-reinforcing positive-feedback loop plus loss of the corrective negative-feedback signal.",
    "reason": "Echo chamber is constituted by a self-reinforcing positive-feedback loop plus loss of the corrective negative-feedback signal. Feedback supplies the prerequisite condition: Outputs influence inputs. Echo Chamber operates against that background: A bounded community whose input filter and internal reinforcement gradient amplify shared beliefs and strip out the corrective signal that would moderate them, while members experience the environment as complete rather than filtered. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "ecological_succession": [
   {
    "child": "ecological_succession",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stage-ordered occupancy through a sequence of states; succession is the specialization where the current stage modifies its own substrate to gate the next.",
    "reason": "Stage-ordered occupancy through a sequence of states; succession is the specialization where the current stage modifies its own substrate to gate the next. State and State Transition supplies the genus: Captures system condition and evolution. Ecological Succession preserves that general structure while adding its differentia: Stage-ordered change in which the current occupants themselves modify the substrate, determining which stage can come next through facilitation, inhibition, or tolerance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "ecological_succession",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Each successional stage modifies its own substrate to determine which stage comes next \u2014 a path-dependent, order-locked sequence.",
    "reason": "Each successional stage modifies its own substrate to determine which stage comes next \u2014 a path-dependent, order-locked sequence. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Ecological Succession preserves that general structure while adding its differentia: Stage-ordered change in which the current occupants themselves modify the substrate, determining which stage can come next through facilitation, inhibition, or tolerance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "economies_of_scale": [
   {
    "child": "economies_of_scale",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scale are a specialization of increasing returns in which average cost per unit falls as production scale grows.",
    "reason": "Economies of scale are a kind of increasing returns specialized to the supply side: as the cumulative scale of production grows, average cost per unit declines because fixed costs spread, specialization deepens, larger equipment becomes viable, and learning accumulates. It inherits the general pattern that the marginal benefit of additional input rises with the cumulative state variable, producing self-reinforcing advantage, and supplies the specific case where the accumulating variable is production volume and the increasing-returns mechanism operates through declining unit cost rather than rising user utility."
   },
   {
    "child": "economies_of_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scale is the specific shape scale takes when growth lowers per-unit cost through fixed-cost spreading, specialization, and learning.",
    "reason": "Scale names the general fact that system properties and governing laws vary as size or aggregation level changes, so the system at one scale may be qualitatively different from at another. Economies of scale is the particular shape this pattern takes when expansion lowers average cost per unit through fixed-cost spreading, deeper specialization, larger-equipment viability, bulk purchasing, and accumulated learning. It is a structurally-particularized instance of band-specific behavior in which the favorable band makes growth self-reinforcing and can reshape industry competitive structure."
   }
  ],
  "economies_of_scope": [
   {
    "child": "economies_of_scope",
    "parent": "synergy_and_antagonism",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scope is the specific shape synergy and antagonism takes when shared resources across heterogeneous outputs make joint production cheaper than separate production.",
    "reason": "Economies of scope is the cost-synergy particularization of synergy and antagonism: joint production of distinct outputs produces a combined cost lower than the additive baseline of stand-alone production, because a shared indivisible resource is amortized across heterogeneous uses. Where synergy and antagonism names deviations from a baseline combination rule generally, scope economies specify the baseline (additive cost) and the direction of deviation (sub-additive), with the interaction being the amortization mechanic of the shared substrate."
   }
  ],
  "economy_of_force": [
   {
    "child": "economy_of_force",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economy of force is a specialized allocation rule: drive non-decisive efforts to their minimum-viable floor so freed mass concentrates at the decisive point.",
    "reason": "Economy of force is a specialized allocation rule: drive non-decisive efforts to their minimum-viable floor so freed mass concentrates at the decisive point. It is allocation (assign limited supply across competing claimants) plus a decisiveness gradient + minimum-viable threshold + reserve."
   }
  ],
  "ecotone": [
   {
    "child": "ecotone",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An ecotone is a boundary GIVEN DEPTH \u2014 it presupposes a boundary between two regimes and adds a band of measurable extent, gradient, exchange, and zone-specific generative structure.",
    "reason": "An ecotone is a boundary GIVEN DEPTH \u2014 it presupposes a boundary between two regimes and adds a band of measurable extent, gradient, exchange, and zone-specific generative structure. It is not an is-a of boundary (a boundary is a curve; the ecotone is the opposite \u2014 a generative band) so composition, not subsumption."
   }
  ],
  "edge_effect": [
   {
    "child": "edge_effect",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The edge effect is the band of phenomena a STEEPENED gradient drives at a regime boundary; it presupposes gradient (the rate-of-change) as its load-bearing ingredient.",
    "reason": "The edge effect is the band of phenomena a STEEPENED gradient drives at a regime boundary; it presupposes gradient (the rate-of-change) as its load-bearing ingredient. 'The gradient is an ingredient, not the prime.'. Gradient supplies the prerequisite condition: Distribution and change over space/time. Edge Effect operates against that background: Where two regimes meet, a thin high-gradient band forms a distinct third regime with its own resident phenomena, absent from either interior. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "edge_effect",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The band forms AROUND a boundary line of two abutting regimes; presupposes boundary as the reference locus (file explicitly band-not-line, but the line is the reference the band forms around).",
    "reason": "The band forms AROUND a boundary line of two abutting regimes; presupposes boundary as the reference locus (file explicitly band-not-line, but the line is the reference the band forms around). Boundary supplies the prerequisite condition: Defines system limits. Edge Effect operates against that background: Where two regimes meet, a thin high-gradient band forms a distinct third regime with its own resident phenomena, absent from either interior. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "editorial_independence": [
   {
    "child": "editorial_independence",
    "parent": "impartiality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Editorial independence is the STRUCTURAL condition that secures credible (impartial-seeming) judgment regardless of the evaluator's disposition \u2014 it relocates impartiality from a disposition to an institutional firewall ('s central move).",
    "reason": "Editorial independence is the STRUCTURAL condition that secures credible (impartial-seeming) judgment regardless of the evaluator's disposition \u2014 it relocates impartiality from a disposition to an institutional firewall ('s central move). Impartiality supplies the prerequisite condition: Treatment that depends only on relevant features and is invariant under the identity of the party involved. Editorial Independence operates against that background: An evaluative judgment institutionally insulated from the parties it affects. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "effect_size": [
   {
    "child": "effect_size",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Effect size presupposes comparison because magnitude is read off the relation between two or more co-considered quantities.",
    "reason": "Effect size quantifies the magnitude of a relationship or difference in substantive, interpretable units, separately from statistical significance. This presupposes comparison: placing items under a shared frame, selecting a dimension along which they are co-considered, applying an alignment rule, and reading off a relation. An effect size is precisely such a reading: it requires comparands (typically treatment and control, or two conditions), a shared scale, and an alignment rule that makes the difference commensurable. Without comparison's operation of generating relational information, the magnitude has nothing to be the magnitude of."
   },
   {
    "child": "effect_size",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Effect size presupposes scale because it quantifies the magnitude of an observed relationship in substantive units of measurement.",
    "reason": "Effect size presupposes scale because reporting magnitude in interpretable units requires a chosen scale -- raw difference, standardized mean difference, odds ratio, variance explained -- against which the effect is sized. Without scale's commitment to specifying size, resolution, or unit of aggregation, there is no axis along which to express how large the deviation from zero is and no comparison across studies on a common dimension. Effect size is the scale at which a relationship is described, separated from the significance question of whether it differs from zero. Scale supplies the prerequisite condition: Properties change with size. Effect Size operates against that background: Magnitude of effect. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "efference_copy": [
   {
    "child": "efference_copy",
    "parent": "predictive_coding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'not predictive coding in general; efference copy is the specific self-versus-world attribution built from broadcasting a command copy to the perceiver.' predictive_coding (predict input, propagate error) is the genus; efference copy is the self-attribution specialization.",
    "reason": "'not predictive coding in general; efference copy is the specific self-versus-world attribution built from broadcasting a command copy to the perceiver.' predictive_coding (predict input, propagate error) is the genus; efference copy is the self-attribution specialization. Predictive Coding supplies the genus: A system predicts its input and propagates only the prediction error. Efference Copy preserves that general structure while adding its differentia: Routing an internal copy of a command to the perceiver so self-caused effects can be predicted and subtracted, leaving only the world-caused remainder. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "efficiency": [
   {
    "child": "efficiency",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Efficiency presupposes comparison because its verdict exists only relative to feasible alternatives evaluated under a shared input\u2013output frame.",
    "reason": "An arrangement is efficient only relative to actual or counterfactual alternatives aligned on the same outputs, resource dimensions, and acceptance criteria. Without Comparison's co-framing and relation read-off there is no dominance test, frontier, or removable slack\u2014only an ungrounded praise word."
   },
   {
    "child": "efficiency",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Efficiency presupposes constraints because they define the feasible alternatives against which resource use and result are judged.",
    "reason": "Technology, resource, quality, safety, reliability, and regime constraints determine which alternatives are genuinely available. Remove or omit one and the frontier moves, so the same operating point may change from efficient to inefficient or the reverse."
   }
  ],
  "efficiency_rebound": [
   {
    "child": "efficiency_rebound",
    "parent": "counterresponse_offset",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Efficiency rebound is a counterresponse offset specialized to demand expansion induced by an efficiency-driven fall in effective unit cost.",
    "reason": "It inherits a direct improvement, a coupled adaptive response, and graded offset accounting. It adds efficiency as the intervention, effective per-unit cost as the changed condition, activity volume as the response, and resource saving as the quantity being offset."
   },
   {
    "child": "efficiency_rebound",
    "parent": "efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The rebound begins with a genuine efficiency gain that reduces resources required per unit of service.",
    "reason": "Without an input-output improvement at fixed output there is no expected per-unit saving for expanded activity to consume. Efficiency supplies the direct gain; the rebound describes the aggregate response after unit cost falls."
   },
   {
    "child": "efficiency_rebound",
    "parent": "price_elasticity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The magnitude of efficiency rebound is typically governed by how strongly activity volume responds to the resulting fall in effective price.",
    "reason": "Direct rebounds in market activities are naturally parameterized by price elasticity. Indirect, economy-wide, and shadow-price responses can occur without a single observable market-price elasticity, so the dependency is typical rather than strict."
   }
  ],
  "efficient_market_hypothesis_emh": [
   {
    "child": "efficient_market_hypothesis_emh",
    "parent": "arbitrage_finance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The efficient market hypothesis presupposes financial arbitrage because the mechanism by which prices incorporate information is competitive arbitrage trading.",
    "reason": "The efficient market hypothesis presupposes financial arbitrage because its central claim \u2014 that asset prices incorporate all available information so quickly and completely that no strategy yields systematic risk-adjusted excess returns \u2014 rests on a prior mechanism: aggressive arbitrage by informed traders impounds information into prices. Without arbitrage's structure of exploiting price discrepancies and thereby closing them, there is no force driving prices toward fundamental value. EMH inherits arbitrage's convergence dynamic and supplies the macro-level consequence: in the limit of frictionless competitive arbitrage, prices reflect information and arbitrage opportunities disappear."
   }
  ],
  "eigenvalue_and_eigenvector": [
   {
    "child": "eigenvalue_and_eigenvector",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Eigenvalue/Eigenvector pair is defined relative to a transformation whose invariant directions and scalar gains it records.",
    "reason": "Eigenpairs are a fingerprint of an operator, not the operator itself. Every admitted case requires a transformation acting on a space before one can ask which nonzero directions it merely scales and by what factor. The eigen-structure adds the invariant directions, scalar gains, spectrum, dominant mode, and spectral gap."
   },
   {
    "child": "eigenvalue_and_eigenvector",
    "parent": "linearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Eigenvalue/Eigenvector structure strictly presupposes Linearity because scalar multiples and sums must be respected by the operator whose equation is Av = \u03bbv.",
    "reason": "The live identity is eigen-structure for a linear transformation. Its invariant-direction equation, modal decomposition, basis expansion, and independent scalar gains all depend on homogeneity and additivity. Fixed Point is not the genus: an eigenvector with eigenvalue other than one changes magnitude, and a projective-direction reinterpretation changes the map and discards the eigenvalue component."
   }
  ],
  "elicitation_channel_contribution": [
   {
    "child": "elicitation_channel_contribution",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Elicitation channel contribution presupposes observability because it diagnoses how a constructed output channel limits recovery of an internal state from the outputs it produces.",
    "reason": "The channel-crossing test asks which hidden-state distinctions survive and which recorded differences are attributable to the channel. Observability supplies the prerequisite condition: Infer internal state externally. Elicitation Channel Contribution operates against that background: The recorded representation of a system's unobserved state is a joint product of state and the elicitation channel, so the analyst's marginal of interest is recoverable only by controlling the channel. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "elicitation_channel_contribution",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Elicitation channel contribution contains representation because the channel maps a target state into a recorded medium under a faithfulness claim whose systematic distortion is being diagnosed.",
    "reason": "The answer, label, score, testimony, or model output is a channel-produced representation rather than the internal state itself. Representation supplies an internal constituent: Model complex ideas. Elicitation Channel Contribution requires that role within this mechanism: The recorded representation of a system's unobserved state is a joint product of state and the elicitation channel, so the analyst's marginal of interest is recoverable only by controlling the channel. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "embeddability": [
   {
    "child": "embeddability",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Embeddability requires binding ambient and conflict Constraints that divide possible placements into admissible and forbidden sets.",
    "reason": "Constraint supplies the hard predicate defining feasibility. Embeddability specializes the decision object to faithful placements of a substrate into a host and asks whether the admissible placement set is empty, without ranking the survivors."
   },
   {
    "child": "embeddability",
    "parent": "embedding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Embeddability requires the class of structure-preserving injective Embeddings whose conflict-free subset is tested for non-emptiness.",
    "reason": "Embedding supplies the possible faithful placements from substrate to host. Embeddability adds the ambient limits, a conflict predicate, the existential yes-or-no gate, a hardness landscape, and the remediation triangle when no admissible witness exists."
   }
  ],
  "embedding": [
   {
    "child": "embedding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Embedding is 'the FAITHFUL INJECTIVE special case' of representation \u2014 representation models A by B in any (possibly lossy, many-to-one) way; embedding adds injectivity and structure-preservation.",
    "reason": "Embedding is 'the FAITHFUL INJECTIVE special case' of representation \u2014 representation models A by B in any (possibly lossy, many-to-one) way; embedding adds injectivity and structure-preservation. A specialization of representation. Representation supplies the genus: Model complex ideas. Embedding preserves that general structure while adding its differentia: A structure-preserving injection of one system faithfully into a richer one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "emergence": [
   {
    "child": "emergence",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The upward aggregation edge (micro produces macro regularities) \u2014 'emergence is half the pattern'.",
    "reason": "The upward aggregation edge (micro produces macro regularities) \u2014 'emergence is half the pattern'. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Emergence adds the local frame and commitments expressed in its identity: Complex patterns from simple rules. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "emergent_formalization": [
   {
    "child": "emergent_formalization",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emergent formalization is the specific shape emergence takes when informal usage patterns crystallize into formal grammatical structure over time.",
    "reason": "Emergent formalization is the structurally-particularized form emergence takes in the diachronic-linguistic case: the lower-level constituents are token usages and chunking events in speech communities, the higher-level phenomenon is grammatical rule status, the sense of novelty is that the rule has properties (productivity, obligatoriness) absent from any single token, and the conditions are the frequency and conventionalization thresholds that grammaticalization requires. It satisfies emergence's four-part specification, particularized to language change."
   }
  ],
  "emic_and_etic": [
   {
    "child": "emic_and_etic",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Emic/etic analysis contains two coordinated viewpoints whose insider and outsider stations generate different access, occlusion, and bias profiles.",
    "reason": "The emic scheme is positioned inside participants' competence and the etic scheme outside it under a comparative analytic framework. Remove positioned access from either description and the paired distinction collapses; the method adds distinct closure rules and treats divergence between the two views as evidence rather than error."
   }
  ],
  "emotional_contagion": [
   {
    "child": "emotional_contagion",
    "parent": "contagion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emotional contagion is a kind of contagion in which affective states spread through automatic mimicry, synchrony, and afferent feedback.",
    "reason": "Emotional contagion is a specialization of contagion: an affective state spreads from one agent to a connected one through automatic coupling \u2014 mimicry of facial expression, postural synchrony, vocal entrainment \u2014 and reproduces in each new host whose own affect is then a fresh transmission source. It inherits contagion's structural commitments \u2014 contact-mediated, self-reproducing across a network, governed by transmission rate and contact topology \u2014 particularized to the affective-state case where the channel is largely sub-deliberative."
   }
  ],
  "emotional_reasoning": [
   {
    "child": "emotional_reasoning",
    "parent": "cognitive_appraisal",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Emotional reasoning presupposes cognitive appraisal because treating felt emotion as evidence about reality requires a prior appraisal-generated affective state to misuse.",
    "reason": "Emotional reasoning presupposes cognitive appraisal because the distortion consists in treating a felt emotional state as evidence about external reality \u2014 and that felt emotion is precisely the output of appraisal's primary and secondary evaluative processes. Without cognitive appraisal's machinery for generating emotion as the configured response to a construed situation, there would be no affective input for the reasoner to mistake as inferential evidence. Cognitive appraisal supplies the emotion-generation operation; emotional reasoning is the downstream short-circuit that collapses the distinction between the appraised feeling and the unappraised facts."
   },
   {
    "child": "emotional_reasoning",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emotional reasoning is a specialization of bias; it is the systematic distortion of belief by treating felt affect as evidence about the world.",
    "reason": "Bias is the structural property of a process whose outputs are systematically displaced in a consistent direction from a true or fair value. Emotional reasoning is one such process: it systematically inflates the probability of threats when fear is felt and of wrongness when guilt is felt, treating affective state as inferential input about external reality. It inherits bias's directional-offset structure and adds the specific mechanism \u2014 affect-as-evidence \u2014 that produces a sign and a direction in the error. A specialization of bias keyed to emotion as the contaminating channel."
   }
  ],
  "emphasis": [
   {
    "child": "emphasis",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Emphasis presupposes attention because foregrounding selected information against a background only matters as a mechanism for directing scarce attentional resources.",
    "reason": "Emphasis presupposes attention because the mechanism of foregrounding selected information against a contrast background is operationally aimed at directing scarce attentional allocation toward the foregrounded element. Without attention's gating function \u2014 the selective allocation of limited processing to a subset of available information \u2014 emphasis vehicles like stress, typography, position, and syntactic marking would have no asymmetric effect to produce, since all input would be processed equally. Attention supplies the scarcity that makes selective allocation meaningful; emphasis supplies the technique that biases the allocation toward chosen content."
   },
   {
    "child": "emphasis",
    "parent": "figure_ground",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emphasis is the specific shape figure-ground takes in rhetorical and linguistic foregrounding of selected content.",
    "reason": "Figure-ground organizes a perceptual field into a salient figure attended as a bounded object and a recessive ground treated as continuing context. Emphasis is the particular shape this organization takes when the field is informational \u2014 prose, speech, image, layout \u2014 and a deliberate vehicle (prosody, typography, position, syntax) elevates one element above the rest. It is a structurally-particularized instance of the figure-ground primitive whose specific machinery is rhetorical or formatting choice that produces foreground-background contrast in a communicative medium."
   }
  ],
  "emphasis_focal_point": [
   {
    "child": "emphasis_focal_point",
    "parent": "emphasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A focal point is a specialization of emphasis in which the foregrounded element is positioned to register as the primary site of attention in a visual field.",
    "reason": "A focal point is a specialization of emphasis in which the foregrounding operates spatially within a visual field or composition, directing the viewer's attention to a designated area as the primary site of interest. It inherits emphasis's general structure of foregrounding a selected element against a contrast background through a vehicle that produces salience, and specializes by fixing the medium to visual composition and the vehicle to the perceptual mechanisms \u2014 placement, contrast, size, isolation, directional flow \u2014 that orchestrate attention. Other elements remain subordinate, supporting rather than competing with the focal area."
   }
  ],
  "empirical_no_failure_anchor": [
   {
    "child": "empirical_no_failure_anchor",
    "parent": "absence_of_evidence_vs_evidence_of_absence",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The anchor contains a null finding whose boundary force exists only through the test apparatus's probability of detecting a present failure.",
    "reason": "The anchor contains a null finding whose boundary force exists only through the test apparatus's probability of detecting a present failure. Remove the detection-side counterfactual and a passed level can no longer constrain the failure boundary; it becomes an uninterpretable silence rather than an empirical no-failure anchor. parent_in_child"
   },
   {
    "child": "empirical_no_failure_anchor",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A maximum passed input level presupposes an ordered mapping from input intensity to the specified response or failure criterion.",
    "reason": "A maximum passed input level presupposes an ordered mapping from input intensity to the specified response or failure criterion. Without comparable response observations across ordered input levels there is no maximum clean level, no adjacent failed level, and no input-axis bound. The anchor is one selected test coordinate plus its provenance; a dose- response relationship is the full mapping across the tested or modeled range."
   },
   {
    "child": "empirical_no_failure_anchor",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The anchor presupposes a designed investigation that fixes tested levels, sampled units, duration, endpoints, replication, and the detection apparatus.",
    "reason": "The anchor presupposes a designed investigation that fixes tested levels, sampled units, duration, endpoints, replication, and the detection apparatus. Changing dose spacing, sample size, duration, endpoint sensitivity, or replication can move the highest passed level while the underlying system stays fixed; without a designed test regime the anchor has no identity. The anchor is an output statistic and boundary claim produced by a design; Experimental Design is the wider architecture for gathering comparative or causal evidence."
   },
   {
    "child": "empirical_no_failure_anchor",
    "parent": "projection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The anchor is a projection specialized to reducing the full test-response dataset to the maximal tested level that cleared a stated failure criterion.",
    "reason": "The anchor is a projection specialized to reducing the full test-response dataset to the maximal tested level that cleared a stated failure criterion. Both map a richer source onto a lower-dimensional target by a fixed direction, discard a residual that must remain named, and are stable when reapplied to the same source under the same rule. The child fixes the source to an ordered test-response dataset, the target to one scalar input level, the direction to maximal non-detected failure, and the residual to untested or discarded boundary information."
   }
  ],
  "empty_set": [
   {
    "child": "empty_set",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Empty Set is a specialization of Set and Membership, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "'Not bare set_and_membership... the relationship is parent-and-special-instance.' The empty set is the one distinguished member of the set apparatus carrying specific algebraic roles (union identity, base case, vacuous truth). Set and Membership supplies the genus: Groups and categorizes elements. Empty Set preserves that general structure while adding its differentia: Absence made into a fully-typed, first-class object rather than an error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "encoding_and_decoding": [
   {
    "child": "encoding_and_decoding",
    "parent": "transformation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Encoding and decoding contains two coordinated rule-governed transformations, content to code and code back to recovered content.",
    "reason": "Encoding and decoding brackets a channel with two distinct mappings, each having an input, scheme-governed restructuring rule, output, and explicit preservation or loss commitments. The pair adds shared-scheme coordination, channel placement, and a localized failure taxonomy beyond either constituent transformation."
   }
  ],
  "encoding_specificity": [
   {
    "child": "encoding_specificity",
    "parent": "associative_memory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'associative memory is the mechanism that retrieves by cue; encoding specificity is the PRINCIPLE that retrievability depends on overlap between encoding-context and retrieval-cue features' \u2014 it governs/uses that mechanism, adding the context-as-key claim.",
    "reason": "'associative memory is the mechanism that retrieves by cue; encoding specificity is the PRINCIPLE that retrievability depends on overlap between encoding-context and retrieval-cue features' \u2014 it governs/uses that mechanism, adding the context-as-key claim. Presupposes-parent. Associative Memory supplies the prerequisite condition: Content-addressable storage where a cue retrieves linked content. Encoding Specificity operates against that background: Retrievability depends on the overlap between features active at encoding and features available at retrieval, because context is co-encoded into the storage key. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "encounter_surface": [
   {
    "child": "encounter_surface",
    "parent": "potential_occupancy_region",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An encounter surface is a persistent hosting site specialized to stranger contact, adding accessibility, mutual observability, shared norms, and sufficient duration for new ties to form.",
    "reason": "The physical or informational layer persists when no one currently occupies it, admits changing occupants under a stable hosting rule, and remains addressable as a place of contact. It adds stranger-inclusive access, reciprocal visibility, norm governance, and a durability horizon sufficient for new ties to form."
   }
  ],
  "enculturation": [
   {
    "child": "enculturation",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Enculturation is the specific shape internalization takes when an individual absorbs the patterns of their culture across the lifespan.",
    "reason": "Enculturation is the specific shape internalization takes when the externally-originating items are the explicit rules and tacit patterns of a culture \u2014 kinship terminology, aesthetic preferences, decision-making heuristics, emotional norms \u2014 and the inward-taking proceeds through sustained exposure, observation, and practice within a social group. It is a structurally-particularized instance of an external repertoire crossing into the agent and becoming endogenous, with the added commitment that the source is the encompassing cultural milieu rather than a discrete norm or relationship, and that the process runs lifelong with childhood as the window of most intense acquisition."
   }
  ],
  "engineering_tolerances": [
   {
    "child": "engineering_tolerances",
    "parent": "approximation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Engineering tolerances presuppose approximation because defining permissible ranges around a nominal target is bounded-error substitution applied to manufacturing.",
    "reason": "Engineering tolerances presuppose approximation because specifying a permissible range around a nominal target is the manufacturing-and-measurement instance of substituting a tractable surrogate for an unachievable exact specification while keeping the error bounded and named. Approximation supplies the general discipline that the error is controlled, characterized, and absorbable by the use case; tolerances supply the specific case where the intractable target is exact dimensional or material specification and the surrogate is the permitted variation range that the downstream design can absorb without functional compromise."
   },
   {
    "child": "engineering_tolerances",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Engineering tolerances is the specific shape constraint takes when admissible variation around a nominal target is explicitly bounded for component acceptance.",
    "reason": "Constraint is a condition that restricts admissible configurations to those satisfying it, defining the feasible set as a first-class object. Engineering tolerances is the particular shape this pattern takes in manufacturing and design: admissible variation is bounded by explicit upper and lower limits around a nominal target value, with components inside the band accepted and those outside rejected or reworked. It is a structurally-particularized instance of constraint whose specific machinery is dimensional, material, or temporal range specification calibrated to what the design can absorb while still functioning."
   },
   {
    "child": "engineering_tolerances",
    "parent": "threshold",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tolerances are a specification method built from a pair of thresholds (upper/lower bounds), not themselves a kind of single threshold.",
    "reason": "Tolerances are a specification method built from a pair of thresholds (upper/lower bounds), not themselves a kind of single threshold. Threshold supplies the prerequisite condition: Safe vs harmful levels. Engineering Tolerances operates against that background: Acceptable variation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "ensemble": [
   {
    "child": "ensemble",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ensemble strictly presupposes Probability because its members are treated as weighted or sampled realizations of a distribution whose uncertainty is to be characterized.",
    "reason": "Every Ensemble admitted by this entry treats comparable realizations as draws or weighted possibilities under a population or generating model and interprets their spread, quantiles, or frequencies distributionally. Probability supplies the normalized measure, event, weighting, and conditioning apparatus that makes those claims meaningful. The ensemble is not itself a numerical event measure; it adds a member collection, generation protocol, aggregation rule, and representativeness claim."
   },
   {
    "child": "ensemble",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Ensemble contains an Aggregation rule that maps its member realizations to ensemble-level means, spreads, quantiles, votes, densities, or other distributional outputs.",
    "reason": "The live Ensemble identity explicitly requires an aggregation rule that combines member outputs into ensemble-level quantities while retaining selected distributional features and suppressing some trajectory detail. Aggregation is therefore a strict constituent. The ensemble as a whole is broader than that operation: it also includes the member population, the generation mechanism, uncertainty coverage, and a representativeness warrant, so subsumption would conflate the analyzed collection with one operation performed on it."
   }
  ],
  "entanglement": [
   {
    "child": "entanglement",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Entanglement is a kind of dependency: subsystems acquire a directed reliance such that one's state cannot be specified without the other's.",
    "reason": "Entanglement is the quantum-mechanical condition in which subsystems are described by a single joint state that cannot be factored into independent subsystem states, so the value of measurements on one is correlated with measurements on another in ways no local description supports. That irreducible reliance of one subsystem's specification on another is the structure of Dependency \u2014 one element cannot be characterized or acted on independently of another. Entanglement specializes dependency to joint quantum states."
   },
   {
    "child": "entanglement",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Entanglement is a specialization of coupling in which the linkage is a non-factorable joint quantum state producing irreducibly joint correlations.",
    "reason": "Entanglement is a specialization of coupling in which the dynamic linkage is implemented through a single joint quantum state that cannot be factored into independent subsystem states. It inherits the general coupling commitment that interaction structure makes one subsystem's state input to another's, and specializes by making that linkage non-classical: the resulting correlations violate Bell-type inequalities and cannot be explained by any local hidden-variable account. The whole carries irreducibly joint information about correlations that no decomposition into part-properties can recover."
   },
   {
    "child": "entanglement",
    "parent": "non_locality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quantum entanglement 'reinstated genuine non-locality' \u2014 entangled measurement correlations are non-local in the strict (Bell) sense.",
    "reason": "Quantum entanglement 'reinstated genuine non-locality' \u2014 entangled measurement correlations are non-local in the strict (Bell) sense. non_locality is the more-general parent. Additive: entanglement keeps coupling;dependency. Non-Locality supplies the genus: Distant elements influence or correlate with each other without a chain of contiguous intervening contact \u2014 coupling that jumps the substrate rather than propagating through neighbors. Entanglement preserves that general structure while adding its differentia: Linked distant states. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "enthymeme": [
   {
    "child": "enthymeme",
    "parent": "assumption",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A load-bearing premise supplied from the audience's assumption base is a constitutive part of an enthymeme.",
    "reason": "The emitted fragment reaches its conclusion only when the receiver inserts the unstated premise; remove that assumption and the rhetorical syllogism is incomplete rather than merely concise."
   }
  ],
  "environmental_coupling_strength": [
   {
    "child": "environmental_coupling_strength",
    "parent": "scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental Coupling Strength is a kind of scale: it quantifies the band of interaction rate at which system and environment must be co-described.",
    "reason": "Environmental coupling strength quantifies the rate at which energy, information, or material flows across a system boundary, with strong coupling forcing joint description of system plus environment and weak coupling licensing isolated description. That is a Scale claim \u2014 the level of aggregation or resolution at which the system can be coherently described depends on the coupling magnitude, with qualitative changes in the appropriate ontology across the band. The prime specializes scale to the dimension of system-environment interaction rate."
   },
   {
    "child": "environmental_coupling_strength",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Environmental Coupling Strength presupposes Boundary: the coupling is defined as the cross-boundary flow rate between system and environment.",
    "reason": "Environmental coupling strength quantifies flow across the demarcation between system and environment, with permeability of that demarcation setting how strongly the two interact. The very concept of crossing \u2014 of flow across a separation \u2014 requires a Boundary already drawn that establishes inside, outside, and the rule governing transit. Without a boundary there is no surface across which coupling could be measured. Environmental coupling strength presupposes boundary as the demarcation whose permeability it characterizes."
   },
   {
    "child": "environmental_coupling_strength",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Environmental coupling strength presupposes coupling because it is the quantified intensity of one specific coupling relationship between a system and its environment.",
    "reason": "Environmental coupling strength presupposes coupling because it quantifies the intensity of one designated coupling relationship: the rate at which energy, information, or material crosses the boundary between a system and its environment. Without the prior availability of coupling as a dynamic link by which state in one subsystem becomes input to another, there is nothing for a strength parameter to grade. Coupling supplies the general interaction structure; environmental coupling strength fixes one specific instance of it and reads its magnitude."
   }
  ],
  "environmental_scanning": [
   {
    "child": "environmental_scanning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental scanning is a specific foresight practice that continuously monitors external factor categories for strategically relevant changes.",
    "reason": "Environmental scanning is a specialization of foresight whose distinctive move is a continuous, organized monitoring function partitioning the external environment into bounded categories \u2014 social, technological, economic, environmental, political, legal \u2014 with explicit sources, cadence, and ownership. It inherits foresight's commitment to structured anticipation that turns the future into an object of disciplined inquiry, and adds the operational architecture of a named, ongoing organizational sensing function rather than ad-hoc awareness, supplying the monitoring layer of the broader foresight methods stack."
   },
   {
    "child": "environmental_scanning",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental scanning is a specialization of monitoring in which the observed system is the organization's external environment.",
    "reason": "Environmental scanning is a specialization of monitoring in which the observed system is the organization's external environment \u2014 social, technological, economic, political, legal factors \u2014 and the function is to detect relevant changes, emerging trends, and threats that may affect strategy. It inherits monitoring's general structure of continuous observation, threshold comparison, and triggered response, and specializes by fixing the observed domain to outside-the-firm conditions, by partitioning the environment into bounded categories for tractability, and by tying the alerting logic to strategic-planning implications rather than to operational deviation from a setpoint."
   }
  ],
  "epistemic_action": [
   {
    "child": "epistemic_action",
    "parent": "cognitive_offloading",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Epistemic action is cognitive offloading specialized to manipulating the environment so it performs or exposes part of the next computation.",
    "reason": "It trades capacity-bounded internal work for an external configuration and retrieval coupling, adding the differentia that the physical action serves cognition rather than directly advancing the task goal."
   }
  ],
  "epistemic_humility": [
   {
    "child": "epistemic_humility",
    "parent": "calibration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Epistemic humility is the specific shape calibration takes when confidence is aligned to the actual evidential warrant behind a claim.",
    "reason": "Epistemic humility is the structurally-particularized form calibration takes in the epistemic case: the system's output is expressed confidence in claims, the trusted external standard is evidential warrant, and the adjustment is the disciplined practice of matching expressed certainty to evidential strength. It inherits calibration's alignment-to-reference apparatus \u2014 measure deviation, adjust toward standard \u2014 particularized by the metacognitive case where the standard is what one can warrant and the adjustment is acknowledgment of gaps."
   },
   {
    "child": "epistemic_humility",
    "parent": "metacognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic humility presupposes metacognition because calibrating confidence requires second-order representation and evaluation of one's own knowledge.",
    "reason": "Epistemic humility presupposes metacognition because its disciplined matching of confidence to evidential warrant operates as a second-order judgment about one's own cognitive states \u2014 \"do I actually know this?\" \"is my reasoning warranted?\" It inherits metacognition's commitment to representing, monitoring, evaluating, and regulating one's own cognitive processes, particularized to the epistemic-calibration case where the regulated process is confidence assignment and the quality metric is alignment between expressed and warranted certainty."
   }
  ],
  "epistemic_justice": [
   {
    "child": "epistemic_justice",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic justice presupposes normativity because it evaluates knowledge practices against standards of correctness and identifies distinctive wrongs.",
    "reason": "Epistemic justice presupposes normativity because it treats knowing and being-credited-as-a-knower as goods whose distribution can be just or unjust, and identifies specific wrongs \u2014 testimonial and hermeneutical injustice \u2014 in which persons are harmed in their capacity as knowers. The framework requires a prior ought-side: a standard against which credibility allocation and interpretive resource distribution can be judged correct, required, or prohibited. Without normativity's general apparatus of evaluation against a standard, the claim that epistemic practice can be unjust would have no traction; epistemic justice imports that apparatus and applies it specifically to epistemic life."
   },
   {
    "child": "epistemic_justice",
    "parent": "fairness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic justice presupposes fairness because it identifies specific wrongs in the distribution of credibility and interpretive resources.",
    "reason": "Epistemic justice presupposes fairness because its central claim \u2014 that epistemic practice can distribute credibility, voice, and interpretive resources justly or unjustly \u2014 requires fairness's prior standard of impartial or principled treatment as the evaluative baseline. Without fairness's general apparatus of judging allocations and procedures against defensible standards of equal regard, the diagnoses of testimonial and hermeneutical injustice would lack their normative footing. Epistemic justice inherits fairness's structure of evaluating distributions for principled differentiation and specializes it to the goods of being-heard and being-rendered-intelligible as a knower."
   }
  ],
  "equilibrium": [
   {
    "child": "equilibrium",
    "parent": "fixed_point",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "An equilibrium is a state with no net change under the system's update rule \u2014 a fixed point of the dynamics.",
    "reason": "An equilibrium is a state with no net change under the system's update rule \u2014 a fixed point of the dynamics. Fixed Point supplies the genus: A state a transformation leaves unchanged \u2014 self-consistency under update \u2014 organizing analysis into existence, uniqueness, stability, and basin of attraction. Equilibrium preserves that general structure while adding its differentia: Balanced state. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "equity": [
   {
    "child": "equity",
    "parent": "discretion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equity is Discretion specialized to fairness-guided exceptions and tailored remedies where rigid rule application would produce an inadequate result.",
    "reason": "Discretion is bounded choice delegated to a situated decision-maker where a rule leaves the outcome underdetermined. Equity instantiates that genus: an authorized agent evaluates the circumstances and selects a remedy within the available space rather than mechanically applying the default rule. Equity adds principled fairness, reasonable exception, and remedy-tailoring when strict application would be unjust or inadequate."
   },
   {
    "child": "equity",
    "parent": "fairness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equity presupposes fairness because the discretion-based tailoring of remedy to circumstance presupposes fairness as the standard the remedy targets.",
    "reason": "Equity presupposes fairness because its core operation \u2014 supplementing rigid rule-application with discretion calibrated to particular circumstances \u2014 is justified by the goal of achieving fair outcomes when strict rule-following would produce unfairness. Without fairness's prior standard of impartial or principled treatment, there is no target equity is correcting toward. Equity inherits fairness's evaluative dimension of just treatment and specializes it to cases where rule-bound application diverges from the underlying standard, supplying the procedural device \u2014 case-specific tailoring of remedy \u2014 by which the standard is restored when the general rule falls short."
   }
  ],
  "equivalence_preserving_rewriting": [
   {
    "child": "equivalence_preserving_rewriting",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The MEANING-PRESERVING subclass of transformation: an explicit equivalence relation carves a space of safe moves, plus an orthogonal cost criterion that selects within it.",
    "reason": "The MEANING-PRESERVING subclass of transformation: an explicit equivalence relation carves a space of safe moves, plus an orthogonal cost criterion that selects within it. 'this prime is the disciplined subclass... preserved under what relation?' Generic transformation may change meaning freely; this constrains it by a named equivalence. Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Equivalence-Preserving Rewriting preserves that general structure while adding its differentia: Transforming an object into a behaviourally equivalent but operationally different form under an explicit equivalence relation, then selecting among rewrites by an orthogonal cost criterion. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "equivalence_preserving_rewriting",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The rewriting move presupposes and operates under an explicit equivalence relation as a component, but is itself a transformation process, not a relation.",
    "reason": "The rewriting move presupposes and operates under an explicit equivalence relation as a component, but is itself a transformation process, not a relation. Equivalence Relation supplies the prerequisite condition: Groups elements into equivalence classes. Equivalence-Preserving Rewriting operates against that background: Transforming an object into a behaviourally equivalent but operationally different form under an explicit equivalence relation, then selecting among rewrites by an orthogonal cost criterion. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "equivalence_principle": [
   {
    "child": "equivalence_principle",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The equivalence principle is a specific kind of symmetry, the local indistinguishability of gravitational and inertial acceleration.",
    "reason": "The equivalence principle is a specialization of symmetry. The general pattern is invariance under a specified group of transformations, with the algebraic commitment that the transformation leaves the system unchanged in a specified sense. The equivalence principle instantiates this with the transformation being the choice between an accelerated frame and a free-fall frame in a gravitational field: physics in a sufficiently small region is indistinguishable across the two. The local invariance under frame change is the symmetry; Einstein elevated it to the founding principle of general relativity by deriving spacetime curvature from this exact symmetry requirement."
   },
   {
    "child": "equivalence_principle",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The equivalence principle presupposes frame of reference because its claim is the local indistinguishability of gravitational and inertial acceleration across reference frames.",
    "reason": "The equivalence principle asserts that within a sufficiently small region of spacetime, the free-fall reference frame renders gravity locally undetectable \u2014 physics reduces to special relativity in that frame. This claim is intelligible only against the prior machinery of frame of reference: chosen coordinate systems relative to which physical quantities are expressed, with transformation rules between frames. Without that substrate, there would be no free-fall frame to single out as locally inertial and no statement of frame-relative indistinguishability. The frame-of-reference prime supplies the coordinate-system structure the equivalence principle operates on."
   },
   {
    "child": "equivalence_principle",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The equivalence principle is a specialization of invariance in which physics is preserved under the local choice of a free-fall frame.",
    "reason": "The equivalence principle is a specialization of invariance in which the preserved feature is the local form of physical law and the family of transformations is the choice of free-fall reference frame within a small region of spacetime. It inherits the general invariance commitment that a named feature remains unchanged under a named family of transformations, and specializes by fixing the preserved feature to special-relativistic physics and the transformations to the local-inertial frames that render gravity undetectable as a force, recast as spacetime curvature."
   }
  ],
  "equivariance": [
   {
    "child": "equivariance",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equivariance is a kind of invariance: under a coordinated transformation of input and output, the map's structural relation to the group is preserved.",
    "reason": "Equivariance is the property f(g.x) equals g.f(x), so applying the group action before or after the map gives the same result. The preserved feature is the commutative-square relation between the map and the group action, and it is preserved under the named group of transformations. That is precisely the structure of Invariance, with the preserved feature being relational rather than pointwise. Equivariance specializes invariance to maps whose output transforms in lockstep with the input rather than ignoring the action."
   },
   {
    "child": "equivariance",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equivariance presupposes Function (Mapping): the equivariance property is asserted of a deterministic map between sets carrying group actions.",
    "reason": "Equivariance is the relation f(g.x) equals g.f(x), which only makes sense when f is a deterministic rule that assigns each domain element exactly one image \u2014 the defining commitment of a Function. Without single-valued dependency between input and output, the equation has no settled meaning and the commutative-square claim cannot be tested. Equivariance therefore presupposes Function as the underlying mathematical object on which the group-action commutation property is imposed."
   },
   {
    "child": "equivariance",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equivariance is a specialization of symmetry that requires the map to commute with the group action rather than be fixed by it.",
    "reason": "Equivariance is a specialization of symmetry. Specifically, it instantiates the transformation-group structure by tying two group actions -- one on the input, one on the output -- through a map satisfying f(g.x) = g.f(x). Like every symmetry claim, it specifies a group of transformations and how the system responds; equivariance is the subclass where the response is to transform-in-lockstep rather than to remain fixed (which would be invariance). The map respects the symmetry without being annihilated by it."
   }
  ],
  "equivocation": [
   {
    "child": "equivocation",
    "parent": "polysemy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Equivocation is the dynamic ERROR of using two of a token's senses across a fixity-presuming chain; polysemy (the static multiplicity of senses) is the precondition it exploits.",
    "reason": "Equivocation is the dynamic ERROR of using two of a token's senses across a fixity-presuming chain; polysemy (the static multiplicity of senses) is the precondition it exploits. polysemy is 'necessary for equivocation but not sufficient'. Polysemy supplies the prerequisite condition: Multiple meanings. Equivocation operates against that background: A single token is used with two distinct referents at two points in a chain that presumes meaning-fixity, so an apparently sound inference silently fails. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "error_proofing_poka_yoke": [
   {
    "child": "error_proofing_poka_yoke",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Error Proofing is a kind of constraint: the system is designed so that error states are physically inadmissible or immediately detected.",
    "reason": "Error proofing engineers the system so that mistaken configurations are made physically impossible to enter or immediately conspicuous when entered, shifting prevention from human vigilance into structure. The design imposes binding restrictions on the admissible set: error states are excluded a priori rather than discouraged. That is the defining structure of a Constraint. Poka-Yoke specializes constraint to operator-error prevention, with the feasibility test embodied in jigs, fixtures, fits, and forcing functions rather than in policy."
   },
   {
    "child": "error_proofing_poka_yoke",
    "parent": "fail_safe",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Error proofing is a specialization of fail-safe in which the safe default is achieved by making the unsafe input physically impossible or immediately obvious.",
    "reason": "Error proofing is a specialization of fail-safe in which the safe-default discipline is applied specifically at the human-action interface: the system is designed so that a mistaken input is either blocked at the source or unmissable when made. It inherits the general fail-safe commitment that failures will occur and that the post-failure state should be the least harmful available, and specializes by locating the failure mode at human error and engineering the constraint to shift the burden from vigilance to design."
   },
   {
    "child": "error_proofing_poka_yoke",
    "parent": "designed_out_misuse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Poka-yoke is the SPECIAL CASE scoped to ACCIDENTAL error by a well-intentioned operator; designed_out_misuse is the general asymmetric-affordance move that is actor-state-independent (works against indifferent or hostile actors too).",
    "reason": "Poka-yoke is the SPECIAL CASE scoped to ACCIDENTAL error by a well-intentioned operator; designed_out_misuse is the general asymmetric-affordance move that is actor-state-independent (works against indifferent or hostile actors too). 'poka-yoke is best understood as the special case of designed-out misuse scoped to accidental error'. Add designed_out_misuse as a parent. Designed-Out Misuse supplies the genus: Affordances and defaults are arranged so the misuse path is costly or impossible while the legitimate path stays easy, preventing harm before enforcement has to act. Error Proofing (Poka-Yoke) preserves that general structure while adding its differentia: Error prevention. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "escalation_dominance": [
   {
    "child": "escalation_dominance",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Escalation dominance is one structural feature of how some adversarial competitions settle \u2014 credible per-rung advantage along an intensity ladder, resolving below the top by backward induction.",
    "reason": "Escalation dominance is one structural feature of how some adversarial competitions settle \u2014 credible per-rung advantage along an intensity ladder, resolving below the top by backward induction. 'competition is the broad relation; this is one structural feature.'. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Escalation Dominance preserves that general structure while adding its differentia: Holding a credible per-rung advantage across a conflict's intensity ladder, so the contest resolves below the top because the disadvantaged party prefers stopping to climbing into a losing position. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "escalation_of_commitment": [
   {
    "child": "escalation_of_commitment",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escalation of commitment presupposes decision because increasing investment in a previously-chosen course requires a prior committed decision to escalate.",
    "reason": "Escalation of commitment presupposes decision because the pattern of continuing or increasing investment in a previously-chosen course requires a prior committed choice that closed off alternatives and locked in the path now being doubled down on. Without decision's commitment moment \u2014 the collapse of deliberation into a locked-in selection \u2014 there is no prior path to be escalated, no sunk cost to entrap reappraisal, and no original decision-maker whose reputation, self-justification, and accountability pressures drive further investment. Decision supplies the commitment that escalation then reinforces in spite of disconfirming evidence."
   },
   {
    "child": "escalation_of_commitment",
    "parent": "sunk_cost_and_irreversible_commitment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Escalation of Commitment is commonly powered by sunk-cost attachment, but its identity also admits independent reputational, accountability, loss-framing, and organizational drivers.",
    "reason": "Sunk expenditure is a canonical and frequent substrate for escalation, but it is one component of a broader multi-determinant phenomenon. Self-justification, public responsibility, reputational face-saving, institutional budget inertia, ambiguous delayed returns, or structured continuation incentives can sustain escalation without a strict backward-looking pull from sunk resource magnitude. The relation is therefore typical rather than universal."
   }
  ],
  "escape_and_leakage": [
   {
    "child": "escape_and_leakage",
    "parent": "containment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escape and leakage presupposes containment because exit through unintended pathways only makes sense relative to a defined boundary meant to hold something in.",
    "reason": "Escape and leakage presupposes containment because the very notion of unintended exit requires a prior boundary across which exit is supposed to be blocked. Containment supplies the bounded perimeter and the integrity discipline against which any departure registers as a failure mode; leakage then names what happens when seams, latent pathways, or layered defenses are penetrated. Without the prior commitment to drawing and maintaining a boundary, there is no pathway-against-design for the Swiss-cheese geometry of escape to expose."
   },
   {
    "child": "escape_and_leakage",
    "parent": "fault_tolerance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escape and leakage presupposes fault tolerance because its underlying \"Swiss-cheese\" geometry treats leakage as latent failure paths penetrating layered defenses.",
    "reason": "Escape and leakage presupposes fault tolerance because its diagnostic frame is exactly the one fault tolerance establishes: components and defenses are imperfect, multiple layers of protection are arranged so individual failures do not produce system-level failure, and the structural concern is whether aligned latent failure paths penetrate the layered defenses. Without the prior commitment that systems are designed under the assumption of imperfect components and adverse conditions, leakage as latent-path penetration has no architectural setting in which to register as a tolerated-or-tolerated-no-more event."
   },
   {
    "child": "escape_and_leakage",
    "parent": "permeability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'leakage is one failure mode (wrong-carrier over-permeability), not the whole pattern'; permeability is the general graded-crossing property of which escape_and_leakage is one corner.",
    "reason": "'leakage is one failure mode (wrong-carrier over-permeability), not the whole pattern'; permeability is the general graded-crossing property of which escape_and_leakage is one corner. permeability is the parent. Permeability supplies the genus: A bounded medium selectively passes some carrier through connected pathways. Escape and Leakage preserves that general structure while adding its differentia: Constrained quantities exit through unintended pathways. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "essentialism": [
   {
    "child": "essentialism",
    "parent": "ontology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Essentialism presupposes ontology because its claims about essences are first-order commitments about what entities and kinds exist and how they are individuated.",
    "reason": "Essentialism presupposes ontology because the thesis that entities possess defining essences making them what they are is itself a claim within the ontological framework \u2014 about which categories are basic, what individuates members of a kind, and what grounds kind-membership across instances. Without the prior apparatus of inventorying basic entity types, supplying identity criteria, and articulating dependency relations, essentialism's modal claim about necessarily-possessed properties has no scaffolding to attach to. Essentialism is a particular ontological stance: it fills in the identity-and-kind-membership slots that ontology leaves open."
   },
   {
    "child": "essentialism",
    "parent": "reification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Essentialism is reification applied specifically to CATEGORIES (a taxonomy treated as a natural kind); reification generalizes the move across scores, dashboards, maps, models.",
    "reason": "Essentialism is reification applied specifically to CATEGORIES (a taxonomy treated as a natural kind); reification generalizes the move across scores, dashboards, maps, models. essentialism is the categorical species. Add reification as a parent. Reification supplies the genus: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. Essentialism preserves that general structure while adding its differentia: Inherent defining properties. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "ethnocentrism": [
   {
    "child": "ethnocentrism",
    "parent": "markedness",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ethnocentrism is the specific shape markedness takes when one's own culture operates as the unmarked default against which others appear as marked deviations.",
    "reason": "Markedness names the asymmetric structure in which one member of an opposition functions as the unmarked baseline while the other is the marked specified case. Ethnocentrism is the specific shape this pattern takes in the cultural-perception domain: the observer's home cultural framework occupies the unmarked default slot \u2014 pre-reflective, treated as normal \u2014 while other cultures are processed as marked deviations to be explained, evaluated, or corrected. It is a structurally-particularized instance of marked-unmarked asymmetry whose two terms are one's own culture and all others."
   },
   {
    "child": "ethnocentrism",
    "parent": "social_identity_theory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ethnocentrism presupposes social identity theory because the home-frame centering requires prior identification with a cultural in-group.",
    "reason": "Ethnocentrism is the structural condition in which an observer's own cultural framework operates as the unmarked default against which other cultures are perceived as deviations. The whole construction presupposes that the observer has identified with the home culture as an in-group from which a portion of self-concept is derived. Social identity theory supplies exactly that mechanism: people categorize themselves into social groups and bind self-concept to those category memberships. Ethnocentrism is then the outward-judgment consequence that follows when the identified-with culture serves as the cognitive baseline, presupposing social identification as its precondition."
   }
  ],
  "eutrophication": [
   {
    "child": "eutrophication",
    "parent": "overshoot_and_collapse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "DEMOTED domain-specific prime (batch_02 record) whose relocation parent this is: the limnology instance of beneficial-input inversion and hysteretic lock-in.",
    "reason": "DEMOTED domain-specific prime (batch_02 record) whose relocation parent this is: the limnology instance of beneficial-input inversion and hysteretic lock-in. names eutrophication as its canonical case and relocation target. Overshoot and Collapse supplies the genus: An enabling input that is beneficial at low levels crosses an assimilation ceiling and inverts into a self-amplifying degrading load, depleting a secondary resource and locking in a hysteretic worse regime that does not reverse when the input is removed. Eutrophication preserves that general structure while adding its differentia: An enabling input crosses an assimilation ceiling and inverts into a degrading load, driving a self-amplifying bloom that depletes a secondary resource and locks in a worse regime. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "evaluation": [
   {
    "child": "evaluation",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Evaluation presupposes Comparison because judging an object requires placing its relevant features and a criterion or reference in a shared frame.",
    "reason": "Comparison supplies the relation-reading operation inside every evaluation: the object's relevant feature is co-framed with a threshold, prototype, alternative, rule, purpose, or other criterion so that a relation can be read. Evaluation adds the purpose-relative criterion and an output that counts as a verdict, score, rank, grade, priority, or action-guiding judgment. A comparison can remain descriptive; an evaluation cannot omit the criterion-bearing use."
   }
  ],
  "evaluative_rating": [
   {
    "child": "evaluative_rating",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A rating is an ORDERED classification in which the order, not the category label, does the load-bearing work \u2014 classification PLUS a fixed ordered scale and rater and designed use and compression.",
    "reason": "A rating is an ORDERED classification in which the order, not the category label, does the load-bearing work \u2014 classification PLUS a fixed ordered scale and rater and designed use and compression. A specialization of classification along the order axis. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Evaluative Rating preserves that general structure while adding its differentia: Compress an evaluative judgment into a position on a shared ordered scale that downstream actors can act on without re-examining the evidence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "event_centered_modeling": [
   {
    "child": "event_centered_modeling",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Event-centered modeling is representation specialized to schemas in which happenings are primary nodes and entities are derived projections.",
    "reason": "It inherits selective encoding of a target into a structured medium and adds event primacy, participant-time-place-transformation roles, and an append-only historical spine. Representation supplies the genus: Model complex ideas. Event-Centered Modeling preserves that general structure while adding its differentia: Making events the primary nodes through which entities, places, and periods are connected, so that everything else is derived as a projection of the event log. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "event_lifecycle_phases": [
   {
    "child": "event_lifecycle_phases",
    "parent": "state_and_state_transition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing hazard-management roles from Event Lifecycle Phases leaves a state-and-transition skeleton with three regimes, onset and termination boundaries, and a return transition from post-event learning to pre-event readiness.",
    "reason": "Strip hazards, mitigation, emergency response, recovery politics, stakeholders, and phase-specific intervention catalogues. The remaining structure is a determinate state space partitioned into pre-event, event, and post-event conditions, transition relations at onset and termination, and a feedback transition from post-event learning into the next pre-event state. State and State Transition is therefore the portable skeleton being framed, while the child adds normative intervention design and political economy."
   }
  ],
  "eventual_consistency": [
   {
    "child": "eventual_consistency",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Concurrency raises the reconciliation question; eventual_consistency is 'one discipline for living with the divergence concurrency creates' \u2014 accept uncoordinated concurrent writes, diverge, reconcile by merge.",
    "reason": "Concurrency raises the reconciliation question; eventual_consistency is 'one discipline for living with the divergence concurrency creates' \u2014 accept uncoordinated concurrent writes, diverge, reconcile by merge. Presupposes concurrency. Concurrency supplies the prerequisite condition: Manage simultaneous processes. Eventual Consistency operates against that background: Distributed copies of shared state are allowed to diverge under local updates, with a deterministic merge guaranteeing they reconverge once updates stop. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "eventual_realisation_of_possibility": [
   {
    "child": "eventual_realisation_of_possibility",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Eventual Realisation of Possibility is a specialization of Probability, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Probability supplies the genus: Quantifies uncertainty and likelihoods. Eventual Realisation of Possibility preserves that general structure while adding its differentia: In a system subject to many independent trials, every outcome with non-zero per-trial probability eventually occurs, so design posture shifts from per-trial prevention to containment. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "evidence": [
   {
    "child": "evidence",
    "parent": "provenance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Evidence contains provenance as the chain-of-custody relation connecting an underlying event to its observable trace and presentation.",
    "reason": "The live evidence identity requires a trace-producing mechanism and a traceable path from event to trace to presentation. Provenance is one of its fixed audit handles: a break supplies a defeater. The inherited record's prose already says provenance is a component of evidence but points the edge from component to whole and encodes part_of under decompose."
   }
  ],
  "evidence_fidelity_decay": [
   {
    "child": "evidence_fidelity_decay",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'a TIME-DEPENDENT loss whose magnitude grows with the event-to-capture delay' \u2014 a specialization of temporal decay applied to an evidentiary record's attribution structure (vs a static bias).",
    "reason": "'a TIME-DEPENDENT loss whose magnitude grows with the event-to-capture delay' \u2014 a specialization of temporal decay applied to an evidentiary record's attribution structure (vs a static bias). Temporal Decay and Degradation supplies the genus: System properties or capabilities systematically diminish over time. Evidence-Fidelity Decay preserves that general structure while adding its differentia: Delay between event and capture lets backfill silently fuse observation, inference, and reconstruction into one uniform record. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "evolutionarily_stable_strategy": [
   {
    "child": "evolutionarily_stable_strategy",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "ESS is a perturbation-survival STABILITY CLASSIFICATION of an equilibrium (Lyapunov-style robustness imported into frequency-dependent strategy space) \u2014 a specialization of equilibrium.",
    "reason": "ESS is a perturbation-survival STABILITY CLASSIFICATION of an equilibrium (Lyapunov-style robustness imported into frequency-dependent strategy space) \u2014 a specialization of equilibrium. 'a stability classification of one [equilibrium], defined by what happens under perturbation'. Equilibrium supplies the genus: Balanced state. Evolutionarily Stable Strategy preserves that general structure while adding its differentia: A population strategy is stable if, once dominant, no rare mutant can invade \u2014 equilibrium defined by what survives perturbation, not by ex-ante agreement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "evolutionarily_stable_strategy",
    "parent": "nash_equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prime explicitly states \"every ESS is Nash, but not every Nash is an ESS - ESS is the strict refinement\" adding a dynamic-stability criterion to Nash.",
    "reason": "Prime explicitly states \"every ESS is Nash, but not every Nash is an ESS - ESS is the strict refinement\" adding a dynamic-stability criterion to Nash. Nash Equilibrium supplies the genus: A strategy profile in which no agent can improve its payoff by unilaterally changing strategy, given the others' choices \u2014 the fixed point of the joint best-response correspondence. Evolutionarily Stable Strategy preserves that general structure while adding its differentia: A population strategy is stable if, once dominant, no rare mutant can invade \u2014 equilibrium defined by what survives perturbation, not by ex-ante agreement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "evolutionary_trap": [
   {
    "child": "evolutionary_trap",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Evolutionary Trap is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Evolutionary Trap preserves that general structure while adding its differentia: An agent follows a once-reliable cue more eagerly the stronger it is, straight into harm, because the environment changed and the cue-value coupling broke while the cue-response did not. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "evolutionary_trap",
    "parent": "cue_outcome_decoupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Evolutionary trap is cue-outcome decoupling specialized to an environment-driven coupling break outrunning a deeply installed rule's update rate.",
    "reason": "Both require a cue, a valued but indirect outcome, a historical coupling, a fast cue-response, a slow meaning-update channel, and persistence after the coupling breaks. The child requires the break to come from environmental change and adds the rate mismatch and cost asymmetry that turn stale cue following into a trap."
   }
  ],
  "exaptation": [
   {
    "child": "exaptation",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exaptation is a kind of transformation: a feature shaped for one role is restructured into a new functional role without redesign.",
    "reason": "Exaptation is the co-option of a feature built or selected for one function \u2014 or for no function at all \u2014 into a new functional role it was not designed for, preserving the underlying structural properties while altering what the feature does. That maps onto the Transformation schema: input restructured according to a rule into an output, with certain properties preserved (the structural substrate) and others altered (the functional role). Exaptation specializes transformation to the functional reassignment of a substrate."
   },
   {
    "child": "exaptation",
    "parent": "adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exaptation presupposes adaptation because co-opting an existing feature for a new function operates against the background of features shaped by prior adaptive history.",
    "reason": "Exaptation is the structural pattern in which a feature that arose for one function or for none is later co-opted to serve a different function it was not designed for. The construct is meaningful only against the backdrop of adaptation: the original feature was either selected for its prior role or was a by-product of features that were, and the co-option exploits properties already present from that adaptive history. Adaptation supplies the underlying fit-by-internal-modification mechanism that produced the available structures. Exaptation specializes by distinguishing present-utility-without-fresh-selection from current-role-shaped-by-selection."
   }
  ],
  "excitation_inhibition_balance": [
   {
    "child": "excitation_inhibition_balance",
    "parent": "balance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific regime where two large, concurrently-active opposed channels are differenced at every locus to yield a high-gain output \u2014 a specialization of balance (held by co-modulation, not static equilibrium).",
    "reason": "The specific regime where two large, concurrently-active opposed channels are differenced at every locus to yield a high-gain output \u2014 a specialization of balance (held by co-modulation, not static equilibrium). Balance supplies the genus: Even distribution of elements. Excitation-Inhibition Balance preserves that general structure while adding its differentia: Two opposed channels run concurrently and sum at every locus, so the system's output is the difference of two large quantities \u2014 high-gain, sharply tunable, and catastrophic to lose either side. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "exemplar_retrieval": [
   {
    "child": "exemplar_retrieval",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'sharper than generic search \u2014 the retrieved item becomes the ANSWER TEMPLATE for a new case.' Exemplar retrieval is search put to work as a categorisation architecture; search_and_retrieval is the genus.",
    "reason": "'sharper than generic search \u2014 the retrieved item becomes the ANSWER TEMPLATE for a new case.' Exemplar retrieval is search put to work as a categorisation architecture; search_and_retrieval is the genus. Search and Retrieval supplies the genus: Locate and extract information. Exemplar Retrieval preserves that general structure while adding its differentia: Answering by reaching for the closest stored case and reusing its response, rather than applying an abstracted rule \u2014 the history itself is the model. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "exemplar_retrieval",
    "parent": "associative_memory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "'the USE of associative_memory as a categorisation architecture.' Presupposes the recall mechanism, adding a similarity metric and reused response.",
    "reason": "'the USE of associative_memory as a categorisation architecture.' Presupposes the recall mechanism, adding a similarity metric and reused response. Associative Memory supplies the prerequisite condition: Content-addressable storage where a cue retrieves linked content. Exemplar Retrieval operates against that background: Answering by reaching for the closest stored case and reusing its response, rather than applying an abstracted rule \u2014 the history itself is the model. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "expectancy_mediated_outcome": [
   {
    "child": "expectancy_mediated_outcome",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expectancy-mediated outcome is reflexivity specialized to a representation that predicts an outcome and causally changes realization of that same outcome.",
    "reason": "Reflexivity supplies the re-entry of a representation into the represented system. This species fixes that representation to an outcome expectation or learned prediction, requires a response channel, and requires a signable counterfactual change in the target outcome."
   }
  ],
  "expectation_violation": [
   {
    "child": "expectation_violation",
    "parent": "baseline_deviation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expectation violation is baseline deviation specialized to an active predictive reference and a registered violation response.",
    "reason": "Expectation violation is baseline deviation specialized to an active predictive reference and a registered violation response. Both pair a realization with a legible reference and make the departure a first-class result. The reference must be actively predictive, the realization must breach it, and the breach must trigger surprise, reorientation, model revision, or repair."
   }
  ],
  "expected_utility": [
   {
    "child": "expected_utility",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Expected utility presupposes preference because probability-weighted aggregation requires a prior utility function ranking outcomes.",
    "reason": "Expected utility presupposes preference because the operation collapses an uncertain prospect into a single comparable scalar by probability-weighting the utility of each outcome \u2014 and that utility function is the agent's preference ordering over outcomes made cardinal under the von Neumann\u2013Morgenstern axioms. Without preference as the underlying ordering on the choice set, there is no value function to weight, no ranking to maximize, and no meaning to \"prefer the certain over the uncertain.\" Preference supplies the ordering primitive; expected utility supplies the aggregation rule that turns it into choice under risk."
   },
   {
    "child": "expected_utility",
    "parent": "expected_value",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expected utility is expected value specialized to a utility-transformed outcome used to rank risky prospects.",
    "reason": "Expected utility applies the expectation operator to a utility function rather than to the raw outcome, adding a preference representation and a risky-choice ranking role. Expected value also averages physical, statistical, financial, and computational quantities with no utility or decision frame."
   }
  ],
  "expected_value": [
   {
    "child": "expected_value",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expected value is aggregation specialized to collapsing a probability distribution by a probability-weighted linear average.",
    "reason": "Expected value inherits Aggregation's many-to-one collapse and adds a probability measure, a numerical random quantity, and the linear weighting rule that produces the distribution's first moment. Sums, maxima, votes, and medians are aggregations without this differentia."
   },
   {
    "child": "expected_value",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Expected value presupposes a probability measure against which the random quantity can be integrated or summed.",
    "reason": "Without a probability space and measure there are no coherent outcome weights, no random quantity defined almost everywhere, and no expectation operator to evaluate. Probability is a prerequisite rather than a species of expectation."
   }
  ],
  "experimental_design": [
   {
    "child": "experimental_design",
    "parent": "comparison",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Experimental design is the specific shape comparison takes when it becomes a controlled, intervention-based architecture for causal inference.",
    "reason": "Experimental design is the specific shape comparison takes when it becomes an active, intervention-based architecture for causal inference. Comparison's general anatomy \u2014 comparands, shared frame, alignment rule, output relation \u2014 is structurally particularized into treatment and control conditions as comparands, randomization and blocking as the alignment rules that make them commensurable, and an effect estimate as the output. The general operation of placing items under a shared frame is preserved; the specific shape is its principled deployment to isolate causal effects from confounding through assignment under explicit constraints."
   },
   {
    "child": "experimental_design",
    "parent": "control_sample",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Experimental Design typically contains a Control Sample as the matched baseline arm whose contrast isolates the tested factor.",
    "reason": "When a control sample is used, it is an internal comparator in the experimental architecture rather than a whole containing the design. Its match to the focal sample and shared measurement turn their difference into the identifying contrast. The relation is typical because valid designs can use within-subject, factorial, historical, synthetic, or model-based contrasts without a separately designated control sample."
   }
  ],
  "explanatory_overlay_masking_structural_debt": [
   {
    "child": "explanatory_overlay_masking_structural_debt",
    "parent": "technical_debt",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Explanatory Overlay Masking Structural Debt is a specialization of Technical Debt, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Technical Debt supplies the genus: A present expedient choice imposes a future cost that compounds with system growth until it is paid down, with a principal, an interest payment, and a pay-down. Explanatory Overlay Masking Structural Debt preserves that general structure while adding its differentia: An artefact carrying avoidable structural confusion is patched with an informational overlay that makes it locally readable without retiring the underlying problem, and the overlay's local sufficiency quietly crowds out the structural fix that would actually resolve it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "exponentiation": [
   {
    "child": "exponentiation",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exponentiation is a specific kind of iteration where repeated multiplication makes each round's increment proportional to the current state.",
    "reason": "Exponentiation is a specialization of iteration. The general pattern is the repeated application of a step with state carried between rounds and progress measured across rounds. Exponentiation instantiates this with the per-iteration step being multiplication by a fixed factor, so the increment at each step is proportional to the current state rather than to a fixed quantity. This produces the constant-ratio successive values that distinguish exponential growth or decay from linear or polynomial accumulation. Compound interest, radioactive decay, and viral early-outbreak dynamics are the same iterative pattern under different per-step multipliers."
   },
   {
    "child": "exponentiation",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exponentiation presupposes recurrence because repeated multiplication is the iterated application of a constant-ratio rule across steps.",
    "reason": "Exponentiation presupposes recurrence because b to the n is generated by reapplying multiplication-by-b at each step, exactly the structural recurrence x_{n+1} = b*x_n whose closed form is exponential. The constant-ratio-between-successive-values signature that distinguishes exponential from linear growth is a recurrence relation. Without recurrence's pattern of values reappearing across iterations under an identifiable rule, the per-step proportional growth has no generating structure; exponentiation is the family of solutions to the simplest multiplicative recurrence. Recurrence supplies the prerequisite condition: The property by which a state, event, or value reappears across time or iterations because the present state depends on prior states, distinct from mere repetition by its measurable lag structure. Exponentiation operates against that background: Repeated multiplication scaling. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "exposure_creep": [
   {
    "child": "exposure_creep",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exposure Creep presupposes Risk, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Exposure Creep operates against that background: Between rare severe shocks, valuable assets accumulate inside a known hazard's impact zone because a quiet history reads as safety, so the next shock's loss is driven by the grown stake rather than by any change in the hazard. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "exposure_distribution_learning": [
   {
    "child": "exposure_distribution_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exposure-distribution learning is Learning specialized to durable frequency-sensitive updates from an encountered observation distribution.",
    "reason": "The learner's internal state changes through repeated experience and the change persists into later prediction or behavior. The differentia is that the retained state encodes empirical frequencies or regularities of the exposure stream rather than a single association or skill."
   },
   {
    "child": "exposure_distribution_learning",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A retained internal representation of the exposure distribution is a strict constituent of Exposure-Distribution Learning.",
    "reason": "The mechanism is identified by comparing an agent's post-exposure expectations with the statistics it repeatedly encountered. Without an internal representation that can encode those regularities, there is no model whose calibration can drift toward the exposure distribution."
   }
  ],
  "exposure_pathway": [
   {
    "child": "exposure_pathway",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Exposure Pathway typically presupposes Risk, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Exposure Pathway operates against that background: The chain of links by which a hazard travels from source to vulnerable target, breakable at any link, turning risk into a graph search over severable routes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "external_analytic_challenge": [
   {
    "child": "external_analytic_challenge",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "External analytic challenge contains feedback because its probes must return to alter or explicitly re-justify the next state of the work.",
    "reason": "External analytic challenge contains feedback because its probes must return to alter or explicitly re-justify the next state of the work. Cut the challenge-to-response return path and the outsider can comment but cannot correct the work; the structure becomes observation or later judgment rather than pre-commitment challenge. parent_in_child"
   },
   {
    "child": "external_analytic_challenge",
    "parent": "reversibility_horizon",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "External analytic challenge presupposes a reversibility horizon because it must land before accumulated commitment makes correction costlier than carrying the work forward.",
    "reason": "External analytic challenge presupposes a reversibility horizon because it must land before accumulated commitment makes correction costlier than carrying the work forward. If reversal cost does not change with timing, pre-commitment challenge has no structural advantage over post-commitment review and the defining scheduling constraint disappears. External challenge is a review arrangement timed relative to a commitment threshold, not a species of reversibility horizon."
   },
   {
    "child": "external_analytic_challenge",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "External analytic challenge contains viewpoint because the challenger must occupy a station whose access, occlusion, and bias profile differ from the authoring frame.",
    "reason": "External analytic challenge contains viewpoint because the challenger must occupy a station whose access, occlusion, and bias profile differ from the authoring frame. Remove the differently positioned station and a challenger sharing the same accumulated access and blind spots cannot provide the outside-frame correction the identity requires. parent_in_child"
   }
  ],
  "externality": [
   {
    "child": "externality",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Externality is the specific shape allocation takes when third-party effects of an action are not reflected in the price the decision-maker pays.",
    "reason": "Allocation is the assignment of a limited supply across competing claimants subject to feasibility, with the question of who or what gets how much as the bare assignment itself. Externality is the particular shape this pattern takes when the assignment fails to incorporate third-party effects: a producer or consumer takes an action whose private cost or benefit diverges from the social cost or benefit, and the market \u2014 absent intervention \u2014 produces an allocation in which the unpriced residue lands on parties not in the transaction. A structurally-particularized instance of allocation whose specific defect is misassignment from unpriced flows."
   },
   {
    "child": "externality",
    "parent": "price_mechanism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Externality presupposes the price mechanism because the externality is defined by what falls outside the price signal that coordinates market exchange.",
    "reason": "An externality is constituted as the unpriced residue of an economic action \u2014 the consequence to third parties that the market price fails to internalize. Without the price mechanism's role as the scalar signal that aggregates private costs and benefits into the coordinating signal between buyers and sellers, there would be no baseline against which to identify the externality's unpriced character. The externality is intelligible only against the background expectation that prices ought to convey full social cost, which the price-mechanism prime supplies."
   },
   {
    "child": "externality",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'externality is the side-effect pattern given a price-system framing' \u2014 the substrate-specific, priced, third-party instance.",
    "reason": "'externality is the side-effect pattern given a price-system framing' \u2014 the substrate-specific, priced, third-party instance. side_effect is the substrate-neutral parent; externality keeps its price_mechanism/allocation parents. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Externality preserves that general structure while adding its differentia: Spillover effects. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "extrapolation_beyond_sampled_regime": [
   {
    "child": "extrapolation_beyond_sampled_regime",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Extrapolation beyond a sampled regime presupposes a validation claim whose evidential scope is bounded by the regime on which competence was established.",
    "reason": "The failure is not merely encountering a novel input. It is carrying a competence claim, calibrated confidence display, or rule validated on one regime into another where that evidence does not reach. Validation supplies the original claim and its legitimate evidential envelope."
   },
   {
    "child": "extrapolation_beyond_sampled_regime",
    "parent": "transferability_overclaim",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Extrapolation beyond a sampled regime is Transferability Overclaim specialized to a calibrated apparatus that leaves its validated regime while continuing to display in-regime confidence.",
    "reason": "Every admitted case carries a locally warranted competence or reliability claim beyond the sampled regime that bounded its evidence. The apparatus continues to present the output and confidence as though those scope conditions still held, creating the parent's reach-versus-warrant gap. Extrapolation adds a calibrated apparatus, an out-of-regime input, a self-blind confidence indicator, and an absent regime-exit detector."
   }
  ],
  "extreme_capture_probability": [
   {
    "child": "extreme_capture_probability",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Extreme Capture Probability is a probability law over which rare targets a bounded selection includes.",
    "reason": "The pattern quantifies uncertainty about intersection between an accessible sample and a distinguished rare-target set. Its central claims \u2014 n/N for one target and the hypergeometric complement for k targets \u2014 require Probability as their formal substrate."
   }
  ],
  "eyes_on_the_street": [
   {
    "child": "eyes_on_the_street",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Eyes on the street is the specific shape monitoring takes when observation is distributed, incidental, mutually-visible, and parasitic on other activity.",
    "reason": "Eyes on the street is the specific shape monitoring takes when observation is distributed, incidental, mutually-visible, and parasitic on other activity. 'a subspecies of monitoring with sharply different enabling conditions.'. Monitoring supplies the genus: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. Eyes On The Street preserves that general structure while adding its differentia: Safety and accountability produced as a byproduct of dense incidental observation by embedded participants, conditional on shared space, mutual visibility, and a low-cost intervention pathway. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "fabula_and_syuzhet": [
   {
    "child": "fabula_and_syuzhet",
    "parent": "narrative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Fabula and Syuzhet usually presupposes Narrative because the distinction originated as a way to separate a story's event chronology from its order of presentation, but the separation can transfer to non-narrative ordered representations.",
    "reason": "Narrative supplies the canonical object in which fabula and syuzhet was identified: connected events can be reconstructed into an underlying chronology while being encountered in a deliberately chosen order. Yet the prime's portable structure is the separation between an underlying event order and an order of presentation, which can also organize logs, interfaces, curricula, and technical explanations that are not narratives in the stronger story-like sense. Narrative is therefore a typical enabling context rather than a universal containing whole."
   },
   {
    "child": "fabula_and_syuzhet",
    "parent": "form_and_content",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Fabula (content/what) and syuzhet (form/how presented) is a specific instance of the form-content duality applied to narrative temporal sequencing.",
    "reason": "Fabula (content/what) and syuzhet (form/how presented) is a specific instance of the form-content duality applied to narrative temporal sequencing. Form and Content supplies the genus: The relationship between a work's structure and its substance. Fabula And Syuzhet preserves that general structure while adding its differentia: The chronology of events and the order in which they are told are separable design objects, each optimizable for its own criterion. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "fact_value_distinction": [
   {
    "child": "fact_value_distinction",
    "parent": "normativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Fact-Value Distinction contains Normativity because one side of the distinction must consist of genuinely evaluative, reason-giving, or ought-bearing content.",
    "reason": "Normativity supplies standards, reasons, permissions, prohibitions, and other ought-bearing claims. Remove that content and the fact-value distinction collapses into a classification among descriptive claim types; the child adds the descriptive contrast and the bridge discipline governing movement between the two."
   }
  ],
  "factorial_design": [
   {
    "child": "factorial_design",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial Design is the specific shape decomposition takes when an experiment is structured into factors with main effects and interactions.",
    "reason": "A factorial design varies multiple factors simultaneously at multiple levels in a single integrated experiment, exposing each factor's main effect and the interactions between factors. The whole experiment is broken into a structured set of parts \u2014 factors and their level combinations \u2014 that, properly combined, reconstitute the full design and license clean attribution of variation. That is the move of Decomposition, here specifically shaped as a multi-factor cross-classification that exposes both additive contributions and interaction structure invisible to one-factor-at-a-time designs."
   },
   {
    "child": "factorial_design",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial design is the specific shape experimental design takes when multiple factors are varied simultaneously to reveal main effects and interactions.",
    "reason": "Factorial design is the particular form experimental design takes when several factors are crossed within one integrated experiment rather than varied one-at-a-time. The structure observes every combination (or a balanced subset) of factor levels, which both estimates main effects efficiently and reveals interactions \u2014 effects that depend on other factors' levels \u2014 that no single-factor design can detect. The general architecture of principled comparison under randomization is specialized here to multi-factor combinatorial assignment, trading one-at-a-time intuition for combinatorial efficiency and interaction-detection."
   },
   {
    "child": "factorial_design",
    "parent": "cartesian_product",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial Design is a specialization of Cartesian Product, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Cartesian Product supplies the genus: All combinations of independent dimensions, one choice per axis. Factorial Design preserves that general structure while adding its differentia: Multiple variables tested together. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "factorization": [
   {
    "child": "factorization",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not generic decomposition \u2014 factorization adds a hard constraint decomposition lacks': the parts must be same-type and recombine under a NATIVE binary operation under which the kind is closed, recovering the original exactly.",
    "reason": "'Not generic decomposition \u2014 factorization adds a hard constraint decomposition lacks': the parts must be same-type and recombine under a NATIVE binary operation under which the kind is closed, recovering the original exactly. A specialization of decomposition (any split). Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Factorization preserves that general structure while adding its differentia: Expressing one object as a product of same-type factors under its native operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "fail_safe": [
   {
    "child": "fail_safe",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fail-Safe presupposes Reversibility and Irreversibility: design must classify which post-failure states are safe to settle into and which must be avoided.",
    "reason": "Fail-Safe arranges the system so that its default post-failure state is the least harmful available \u2014 gates default closed, brakes default engaged, valves default safe \u2014 rather than devolving into an uncontrolled state. Choosing such a default requires weighing which transitions are reversible (and so tolerable as a halt state) against which are irreversible (and so must be avoided). That is the apparatus of Reversibility and Irreversibility. Fail-Safe presupposes the reversibility distinction to identify which failure state to engineer toward."
   },
   {
    "child": "fail_safe",
    "parent": "fault_tolerance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fail-safe is a specialization of fault tolerance in which continued service is sacrificed and the post-failure default state is engineered to be the least harmful.",
    "reason": "Fail-safe is a specialization of fault tolerance in which the response to failure is to drop into a pre-engineered least-harmful state rather than to continue providing service through redundancy or failover. It inherits the general fault-tolerance commitment that components will fail and that the system must be designed so individual failures do not cascade into system-level catastrophe, and specializes by fixing the strategy to safe-default-on-failure (brakes engage when power is lost, valves close when signal is lost) rather than to continued operational availability."
   }
  ],
  "failure_mode_and_effects_analysis_fmea": [
   {
    "child": "failure_mode_and_effects_analysis_fmea",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "FMEA ranks prospective failure modes by risk-bearing consequences and likelihood or detectability dimensions.",
    "reason": "FMEA ranks prospective failure modes by risk-bearing consequences and likelihood or detectability dimensions. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Failure Mode and Effects Analysis (FMEA) operates against that background: Identify failure modes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "failure_mode_and_effects_analysis_fmea",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "FMEA decomposes a system or process into distinct failure modes, causes, local effects, and downstream effects for separate evaluation.",
    "reason": "FMEA decomposes a system or process into distinct failure modes, causes, local effects, and downstream effects for separate evaluation. After the engineering_design frame is stripped away, the retained structural roles are those of Decomposition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Failure Mode and Effects Analysis (FMEA) adds the local frame and commitments expressed in its identity: Identify failure modes. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "fairness": [
   {
    "child": "fairness",
    "parent": "impartiality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fairness presupposes impartiality because any defensible standard of fair treatment requires that identity-irrelevant features not systematically move outcomes.",
    "reason": "Fairness evaluates whether an allocation, procedure, or treatment respects equal regard and principled differentiation. Whatever fairness criterion is selected \u2014 equal shares, desert, need, or capability \u2014 it cannot count as fair if the outcome systematically depends on the identity of the party rather than on relevant features of the case. Impartiality supplies that baseline structural requirement: invariance under identity permutation, with like cases treated alike. Fairness then builds on impartiality by specifying which features count as relevant and how they should weight outcomes."
   }
  ],
  "fallacy_of_misplaced_concreteness": [
   {
    "child": "fallacy_of_misplaced_concreteness",
    "parent": "reification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallacy Of Misplaced Concreteness is a specialization of Reification, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Reification supplies the genus: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. Fallacy Of Misplaced Concreteness preserves that general structure while adding its differentia: Mistaking an abstraction \u2014 a model, statistic, or construct \u2014 for a concrete thing, then applying interventions licensed only for the particulars to the reified stand-in. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "fallback_path": [
   {
    "child": "fallback_path",
    "parent": "functional_redundancy_degeneracy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallback Path is the ordered primary-secondary species of diverse pathways that can realize the same minimum function.",
    "reason": "Fallback Path is the ordered primary-secondary species of diverse pathways that can realize the same minimum function. At least two non-identical pathways can each deliver the specified minimum function, so loss or inadequacy of one need not eliminate it. One path is preferred, another is secondary, and an explicit failure or insufficiency condition governs the handoff."
   },
   {
    "child": "fallback_path",
    "parent": "contextual_mode_switching",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallback is context-triggered switching among maintained operating routes with failure or insufficiency as the cue and priority ordering as its differentia.",
    "reason": "Fallback is context-triggered switching among maintained operating routes with failure or insufficiency as the cue and priority ordering as its differentia. A controller detects a context condition and selects one maintained mode or route from a discrete repertoire rather than constructing a response anew. The modes are asymmetrically primary and secondary, and the trigger is the primary route's inability to meet a minimum functional requirement."
   }
  ],
  "false_dilemma": [
   {
    "child": "false_dilemma",
    "parent": "partition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "False Dilemma presupposes Partition, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Partition supplies the prerequisite condition: A division of a set into non-overlapping, collectively exhaustive blocks. False Dilemma operates against that background: A partition of a rich option space is presented as exhaustive when it is not, so reasoning proceeds inside cells while real alternatives have been suppressed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "false_positive_paradox": [
   {
    "child": "false_positive_paradox",
    "parent": "bayesian_updating",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The paradox 'is an application of Bayes' rule' \u2014 posterior odds = prior odds x likelihood ratio \u2014 but 'a single, sharp corollary' (low-prior PPV collapse), not the whole machinery.",
    "reason": "The paradox 'is an application of Bayes' rule' \u2014 posterior odds = prior odds x likelihood ratio \u2014 but 'a single, sharp corollary' (low-prior PPV collapse), not the whole machinery. A specialization of bayesian_updating. Bayesian Updating supplies the genus: Update beliefs with evidence. False Positive Paradox preserves that general structure while adding its differentia: Under a rare base rate, most positive flags are wrong even when the detector is highly accurate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "falsifiability": [
   {
    "child": "falsifiability",
    "parent": "unfalsifiability",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Falsifiability and Unfalsifiability are co-defining complements distinguished by whether a stable claim-defeating observation exists.",
    "reason": "Each concept fixes the contrast class of the other within empirical claim-evidence relations. Falsifiability requires at least one stable forbidden observation; Unfalsifiability denies that any admissible observation has stable claim-defeating force. Neither is a subtype or component of the other, so the relation is strict and mutual."
   }
  ],
  "fault_tolerance": [
   {
    "child": "fault_tolerance",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fault Tolerance presupposes Reserve: continued operation under failures draws on redundancy and capacity held beyond expected need.",
    "reason": "Fault tolerance keeps systems serviceable when components fail by drawing on redundant components, spare capacity, error-correction overhead, and standby paths designed to absorb failures without service loss. All of those mechanisms are surplus capacity held beyond nominal need, exactly the Reserve pattern \u2014 deliberately maintained slack whose value lies in its availability when expected conditions are exceeded. Fault tolerance presupposes reserve as the substrate that the failover, error-correction, and degradation mechanisms consume when faults strike."
   },
   {
    "child": "fault_tolerance",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fault tolerance is a specialization of robustness focused on continued operation specifically under component failures rather than across all perturbations.",
    "reason": "Fault tolerance specializes robustness by fixing the perturbation class to component failures: hardware breakage, software bugs, network partitions, adversarial corruption. Where robustness names maintained function across a broad envelope of input conditions and disturbances generally, fault tolerance focuses specifically on internal-component failure as the perturbation type, deploying redundancy, monitoring, failover, and graceful degradation as its characteristic mechanisms \u2014 a particular shape robustness takes when the threats targeted are the failures of the system's own constituent parts."
   }
  ],
  "feature_engineering": [
   {
    "child": "feature_engineering",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Feature engineering deliberately TRANSFORMS the representation of raw observations so a latent regularity becomes legible to a downstream consumer; it presupposes representation and acts on it.",
    "reason": "Feature engineering deliberately TRANSFORMS the representation of raw observations so a latent regularity becomes legible to a downstream consumer; it presupposes representation and acts on it. Also leans on transformation."
   }
  ],
  "feedforward": [
   {
    "child": "feedforward",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Feedforward contains a predictive representation mapping intended action and disturbance to expected consequence before commitment.",
    "reason": "Anticipation without an inspectable or encoded surrogate is guessing; the upstream model is the internal constituent that lets predicted consequences modify the action. Representation supplies an internal constituent: Model complex ideas. Feedforward requires that role within this mechanism: A predictive model of an action's consequences is interposed upstream of commitment, so the actor pre-corrects rather than waits for a deviation to feed back. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "feedforward_inhibition": [
   {
    "child": "feedforward_inhibition",
    "parent": "inhibition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Feedforward inhibition is inhibition specialized to the case where the SAME go-signal drives both the activator and a parallel brake (pre-committed, not error-tuned).",
    "reason": "Feedforward inhibition is inhibition specialized to the case where the SAME go-signal drives both the activator and a parallel brake (pre-committed, not error-tuned). inhibition is the genus (the general external/applied brake on a transformation); this candidate is the same-input parallel-path special case. NOTE inhibition is also a candidate in THIS batch -> a candidate-to-candidate parent edge. Inhibition supplies the genus: An external agent actively slows, blocks, or reduces an otherwise-active transformation by occupying or counteracting the mechanism that would carry it forward. Feedforward Inhibition preserves that general structure while adding its differentia: The same input that activates a downstream element simultaneously recruits a brake on it along a parallel path, so the response is shaped by their difference. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "figure_ground": [
   {
    "child": "figure_ground",
    "parent": "gestalt_principles",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Figure-Ground is a specialization of Gestalt Principles, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Gestalt Principles supplies the genus: Perceptual grouping rules. Figure-Ground preserves that general structure while adding its differentia: Perceptual organization of a field into salient figure and receding ground. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "first_mover_advantage": [
   {
    "child": "first_mover_advantage",
    "parent": "opportunity_asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Calls opportunity_asymmetry the prime's genus: first-mover advantage is the species where the asymmetry is TEMPORAL and order-indexed (the same move pays differently by its rank in a sequence).",
    "reason": "Calls opportunity_asymmetry the prime's genus: first-mover advantage is the species where the asymmetry is TEMPORAL and order-indexed (the same move pays differently by its rank in a sequence). opportunity_asymmetry is the parent. Opportunity Asymmetry supplies the genus: Agents possess unequal access to actions and favorable outcomes. First Mover Advantage preserves that general structure while adding its differentia: When a contest rewards early arrival, the same move yields a different return depending on when in the sequence it is taken. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "first_mover_advantage",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The same move yields a different return by sequence position, locking in early arrivals \u2014 path dependence in a rewarded contest.",
    "reason": "The same move yields a different return by sequence position, locking in early arrivals \u2014 path dependence in a rewarded contest. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. First Mover Advantage preserves that general structure while adding its differentia: When a contest rewards early arrival, the same move yields a different return depending on when in the sequence it is taken. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "fold": [
   {
    "child": "fold",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A fold is transformation specialized to stress-induced bending that changes shape while preserving continuity.",
    "reason": "The input structure maps to a curved output under load while connectivity is invariant; the hinge, stress regime, and bend-rather-than-break condition supply the child's differentia."
   }
  ],
  "foreseeing_prediction": [
   {
    "child": "foreseeing_prediction",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Foreseeing is a specific kind of inductive reasoning, drawing a future-state conclusion from observed patterns whose support strength is calibrated.",
    "reason": "Foreseeing is a specialization of inductive reasoning. The general pattern is ampliative inference from specific observations to conclusions whose content exceeds what the premises logically guarantee, with quality measured by support strength, calibration, and coverage. Prediction instantiates this with the conclusion being a future state and the premises being the current state plus historical pattern; the predictive model is the inductive bridge, and the calibration loop is precisely the quality test inductive reasoning's framework requires. Prediction carries the characteristic uncertainty of induction because the future may always depart from the observed regularity."
   },
   {
    "child": "foreseeing_prediction",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Foreseeing presupposes uncertainty because predicting a future state requires the incomplete knowledge that makes the future an unknown to be characterized.",
    "reason": "Foreseeing forms a structured belief about a future state, specifying not just what will happen but the range of plausible outcomes with confidence or probability attached. This presupposes uncertainty: the structural condition of incomplete knowledge about a future state, with the commitment to specify the unknown, the evidence base, and the form of unknowing. The future is the canonical unknown variable; the predictive model is a tool for navigating it; the projected range with attached probability is the uncertainty quantification itself. Without uncertainty's framing of incomplete knowledge as a structured object, prediction collapses into mere assertion."
   },
   {
    "child": "foreseeing_prediction",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Foreseeing (prediction) is a specialization of foresight that targets specific future-state claims with calibrated uncertainty rather than scenario sets.",
    "reason": "Foreseeing (prediction) is a specialization of foresight. Specifically, it instantiates the structured-future-anticipation stance in the point-estimate-with-uncertainty mode: an explicit predictive model maps current state and historical pattern to a projected future state with attached confidence, closed by a calibration loop comparing predicted to realized outcomes. Like other foresight methods, it serves present perception and choice under uncertainty; unlike scenario planning, it commits to specific outcome claims with probability rather than mapping a plural space of possibilities."
   }
  ],
  "form_and_content": [
   {
    "child": "form_and_content",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Form and content presupposes representation because the dualism separating what is conveyed from how it is structured operates within representational mappings between target and medium.",
    "reason": "Form and content presupposes representation because the dualism that separates the message from its manner of presentation operates only where a structured mapping from a target onto a medium is in play. Representation supplies the target-medium-faithfulness machinery within which the medium's structure (form) shapes how the target's structure (content) is conveyed. Without representation's mapping, there is no medium whose form could constrain or constitute the received content. The form-content distinction is the explicit acknowledgment that representation's medium-side choices are not inert \u2014 they channel, distort, and partly constitute what the target conveys."
   }
  ],
  "formal_system": [
   {
    "child": "formal_system",
    "parent": "formalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Not formalization \u2014 formalization is the PROCESS, a formal_system is the ARTIFACT that process aims at.' The finished four-component package presupposes (is the product of) the formalization process.",
    "reason": "'Not formalization \u2014 formalization is the PROCESS, a formal_system is the ARTIFACT that process aims at.' The finished four-component package presupposes (is the product of) the formalization process. Formalization supplies the prerequisite condition: Rendering informal practice into explicit, codified, rule-governed form. Formal System operates against that background: Symbols, formation rules, axioms, and inference rules closed under mechanical derivation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "formal_vs_informal_structures": [
   {
    "child": "formal_vs_informal_structures",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Social norms commonly form part of the informal layer that interacts with an organization's codified formal structure.",
    "reason": "Formal-versus-informal structures distinguishes codified roles, procedures, and authority from the emergent practices through which a system also operates. Social norms commonly constitute part of that informal layer by supplying shared behavioral expectations and decentralized sanctions absent from the formal chart. The relation is typical rather than strict because an informal layer can also be organized through personal networks, tacit knowledge, reputation-based influence, or improvised workarounds without a clearly norm-governed component."
   },
   {
    "child": "formal_vs_informal_structures",
    "parent": "formalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Formal vs informal structures presupposes formalization because the formal layer is by definition the codified, rule-governed counterpart to the informal practice.",
    "reason": "The formal-versus-informal duality requires that some practices be rendered explicit and codified into rules, charters, and policies \u2014 the very move that formalization names. Without the formalization machinery \u2014 making tacit practice statable, checkable, and transmissible \u2014 there would be no formal layer to contrast with the informal layer; the distinction would collapse into a single tier of uncodified practice. Formalization is the structural operation that produces the formal half of the duality, and is therefore presupposed by the dual structure."
   }
  ],
  "formalization": [
   {
    "child": "formalization",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Formalization presupposes representation because making practice explicit requires a medium in which axioms, notation, and rules can stand for the target.",
    "reason": "Formalization is the move up the explicitness gradient \u2014 replacing tacit know-how with codified notation, axioms, or statutes \u2014 and that move only operates inside a representational medium. To articulate a previously implicit rule one needs symbols, schemas, or formal language that map onto the practice being captured under a faithfulness convention. Representation supplies the structured mapping of target to medium that formalization then sharpens into mechanically operable, audit-checkable form, so formalization cannot get off the ground without a representational substrate already available."
   },
   {
    "child": "formalization",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formalization is the specific shape transformation takes when tacit practice is restructured into explicit, codified, rule-governed form.",
    "reason": "Formalization is the particularization of transformation to the explicitness gradient: the input is tacit, conventional, or intuitive practice; the rule is articulation into notation, axioms, statutes, or schemas; the output is explicit, checkable, transmissible system. Where transformation names structured input-to-output mapping with preserved invariants generally, formalization specifies that the invariant targeted is the substantive content of the practice while the degree of freedom being reshaped is its representational explicitness \u2014 moving up from implicit know-how to codified knowledge."
   }
  ],
  "formative_assessment": [
   {
    "child": "formative_assessment",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment is a kind of monitoring whose continuous evidence-gathering informs in-flight instructional decisions rather than final judgment.",
    "reason": "Formative assessment is a specialization of monitoring: continuous in-process observation (quizzes, exit tickets, think-pair-share, draft reviews) accumulates evidence about student learning to detect deviation from expected progress and trigger instructional response. It inherits monitoring's commitment to continuous or periodic observation with threshold comparison and corrective action, particularized to the pedagogical case where the monitored variable is learning state and the response is adjustment of teaching strategy rather than final summative judgment."
   },
   {
    "child": "formative_assessment",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment is a specific pedagogy that gathers in-process evidence of learning to inform ongoing instructional and learning decisions.",
    "reason": "Formative assessment is a specialization of pedagogy whose distinctive move is continuous, in-process evidence-gathering whose purpose is to inform teaching and learning decisions during the instructional cycle rather than render a final verdict. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific machinery of assessment-for-learning: quick checks, exit tickets, draft reviews, and feedback loops that let the instructional agent adjust sequencing and support based on evidence of where each learner currently stands."
   },
   {
    "child": "formative_assessment",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment implements a measure-compare-act feedback loop routing learning evidence back to instruction.",
    "reason": "Formative assessment implements a measure-compare-act feedback loop routing learning evidence back to instruction. Feedback supplies the prerequisite condition: Outputs influence inputs. Formative Assessment operates against that background: Ongoing feedback. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "founder_effect": [
   {
    "child": "founder_effect",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Founder effect is one specific path-dependence mechanism: a small high-variance initial sample conservatively amplified into durable identity.",
    "reason": "Founder effect is one specific path-dependence mechanism: a small high-variance initial sample conservatively amplified into durable identity. names path_dependence as its genus; sibling of critical_juncture and lock_in. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Founder Effect preserves that general structure while adding its differentia: A small unrepresentative initial subset starts a new population through a narrow gate, and its idiosyncratic composition is amplified into the descendant's durable identity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "fractal_geometry": [
   {
    "child": "fractal_geometry",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fractal geometry presupposes recurrence because scale-invariant self-similar structure is recurrence operating across scales rather than time.",
    "reason": "Fractal geometry studies sets whose detail repeats, exactly or statistically, across scales, with non-integer dimension quantifying space-filling roughness. This presupposes recurrence: the structural property by which a pattern, condition, or value reappears across iterations or instances. Self-similarity is recurrence operating along the scale axis rather than the time axis: zooming in reproduces, exactly or statistically, the same form. The recursive generating rules that produce Mandelbrot sets and the statistical scale-invariance of coastlines both rely on the same reappearance-of-pattern structure that recurrence names as foundational."
   },
   {
    "child": "fractal_geometry",
    "parent": "self_organization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fractal geometry presupposes self-organization because the recursive scale-invariant structures it studies typically arise from local rules without a central designer.",
    "reason": "Fractal geometry presupposes self-organization because the natural and physical instances it catalogs (coastlines, vascular networks, lungs, large-scale structure, asset-price series) acquire their scale-repeating roughness through local interaction rules under their own dynamics rather than from an externally imposed blueprint. Self-organization supplies the causal architecture by which macro-order emerges from micro-rule; fractal geometry then provides the quantitative vocabulary, especially fractal dimension, for measuring the recursive structure that self-organizing processes characteristically generate across scales."
   },
   {
    "child": "fractal_geometry",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fractal geometry is the specific shape scale takes when structure repeats across scales and dimension itself becomes non-integer.",
    "reason": "Fractal geometry is the structurally-particularized instance of scale in which structure does not change qualitatively across scales but instead repeats, exactly or statistically, so that a single scale-invariant description applies across the range. It carries forward scale's general commitment that properties and behaviors vary as size or resolution changes, and gives this idea its specific shape: the change across scales is itself a self-similarity transformation, and the appropriate quantitative measure is a non-integer Hausdorff or box-counting dimension capturing roughness and space-filling capacity."
   },
   {
    "child": "fractal_geometry",
    "parent": "scale_invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Fractal Geometry is typically a specialization of Scale Invariance, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Scale Invariance supplies the genus: Behavior unchanged under scaling. Fractal Geometry preserves that general structure while adding its differentia: Self-similar patterns. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "fracture_toughness": [
   {
    "child": "fracture_toughness",
    "parent": "defect",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fracture Toughness begins after a localized defect already exists and asks whether the substrate arrests or permits its coupling-mediated spread.",
    "reason": "This preserves the source's decisive initiation-versus-propagation separation. Defect is not an internal arrest mechanism or a genus of toughness; it is the required damaged initial condition against which the toughness property is defined."
   },
   {
    "child": "fracture_toughness",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Fracture Toughness claim contains a critical defect length, energy, reproduction number, or blast-radius boundary separating arrest from runaway spread.",
    "reason": "The threshold is an internal decision boundary in the toughness property, not a background assumption. Its coordinates vary by substrate, but below-versus- above reversal of propagation outcome is invariant."
   }
  ],
  "frame_change": [
   {
    "child": "frame_change",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frame Change is Transformation specialized to preserving a referent while substituting the organizing frame that assigns its coordinates or meaning.",
    "reason": "Frame Change is Transformation specialized to preserving a referent while substituting the organizing frame that assigns its coordinates or meaning. The parent supplies the genus and can occur without the child; the child preserves it while adding commitments the parent does not require."
   },
   {
    "child": "frame_change",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A change of frame requires specifiable old and new frames plus the mapping and invariants by which their assignments can be compared.",
    "reason": "A change of frame requires specifiable old and new frames plus the mapping and invariants by which their assignments can be compared. The parent can occur independently, but without it the child\u2019s mechanism is undefined, establishing prerequisite dependence."
   }
  ],
  "frame_of_reference": [
   {
    "child": "frame_of_reference",
    "parent": "viewpoint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Frame of Reference is typically a specialization of Viewpoint, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "They are siblings, not parent/child. (Listed here only to flag the considered-and-rejected relation.). Viewpoint supplies the genus: A position fixes an access set, an occlusion set, and a bias profile. Frame of Reference preserves that general structure while adding its differentia: Observational perspective. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "frame_problem": [
   {
    "child": "frame_problem",
    "parent": "invariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Facts held unchanged under the current action form a constitutive invariant region of every frame-problem solution.",
    "reason": "The frame is precisely the set of represented facts licensed to persist under a transformation while only direct effects and relevant ramifications are recomputed. Invariance supplies an internal constituent: Properties unchanged under transformation. Frame Problem requires that role within this mechanism: After a change, the challenge of bounding which facts now need re-derivation and which persist by default, without re-checking everything. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "frame_problem",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The frame problem presupposes a represented state whose facts can persist, change, or require re-derivation.",
    "reason": "Without an explicit or implicit world model there is no bounded fact set over which an action's consequences and default persistence can be computed. Representation supplies the prerequisite condition: Model complex ideas. Frame Problem operates against that background: After a change, the challenge of bounding which facts now need re-derivation and which persist by default, without re-checking everything. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "framing": [
   {
    "child": "framing",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Framing presupposes representation because configuring a presentation that shapes evaluation requires a representational medium whose features can be configured.",
    "reason": "Framing is the structural claim that presentational choices \u2014 what is salient, what reference point is used, what vocabulary applies \u2014 systematically shape evaluation even when underlying facts are equivalent. The construct presupposes that there is a presentation in the first place: a structured mapping of target onto medium under conventions, with selected features foregrounded and others dropped. Representation supplies that substrate \u2014 the structured mapping with its faithfulness claim and selection of features. Framing specializes representation by analyzing how the variable choices within that mapping move judgment, exploiting the selection-and-configuration latitude representation always contains."
   },
   {
    "child": "framing",
    "parent": "context",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'a frame is a deliberately set context' \u2014 framing is the chosen/active special case of context.",
    "reason": "'a frame is a deliberately set context' \u2014 framing is the chosen/active special case of context. Context supplies the genus: Surrounding state that selects which content a fixed focal signal carries. Framing preserves that general structure while adding its differentia: Presentation shapes perception. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "free_riding": [
   {
    "child": "free_riding",
    "parent": "social_dilemma",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Free riding presupposes social dilemma because exploiting collective provision is the characteristic individually-rational defection in a public-goods dilemma.",
    "reason": "Free riding presupposes social dilemma because the act it names \u2014 benefiting from a collectively-produced good without contributing proportionately \u2014 is the prototypical defection move in the dilemma's incentive structure: when the good is non-excludable and individual benefit exceeds individual cost-share, withholding contribution is privately dominant while universal withholding leaves everyone worse off. Without the social dilemma's prior conflict between individually rational and collectively optimal action, free riding would not be a structural pathology but merely an accounting irregularity. Free riding instantiates the dilemma in the specific setting of non-excludable goods."
   }
  ],
  "frictionless_benchmark_reasoning": [
   {
    "child": "frictionless_benchmark_reasoning",
    "parent": "zero_force_null_baseline",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frictionless Benchmark Reasoning is the Zero-Force Null Baseline subtype whose idealized case yields a sharp invariance, irrelevance, conservation, or efficiency result that becomes the program's coordinate origin.",
    "reason": "Both retain a deliberately false no-perturbation reference and interpret real departures through separately named forces. Frictionless Benchmark Reasoning adds a theorem-like result\u2014an invariance, irrelevance, conservation, or efficiency claim\u2014and uses that sharp result as the fixed origin for an organized research program. Zero-Force Null Baseline remains broader because its reference may instead yield another exact distribution, level, trajectory, or equilibrium without that invariance-style differentia."
   }
  ],
  "functional_redundancy_degeneracy": [
   {
    "child": "functional_redundancy_degeneracy",
    "parent": "redundancy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Functional redundancy is a specialization of redundancy in which the duplicated elements are non-identical pathways that converge on the same function.",
    "reason": "Functional redundancy specializes redundancy by relaxing the duplicate-component constraint: instead of identical replicas, multiple non-identical mechanisms each suffice for the critical function, so the loss of any one leaves the function intact. Where redundancy names deliberate duplication for fault tolerance with independence of failure as the central design variable generally, functional redundancy specifies that the duplicates are structurally diverse pathways, which both reduces common-mode failures and broadens the operating envelope across conditions where any single mechanism might be impaired."
   }
  ],
  "fundamental_attribution_error": [
   {
    "child": "fundamental_attribution_error",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fundamental attribution error is a specialization of bias in which dispositional explanations are systematically over-weighted relative to situational ones.",
    "reason": "The fundamental attribution error is a specialization of bias. The general bias pattern is systematic, signed displacement of a process's outputs from a true or fair value, persisting despite more data. The FAE specializes by giving the displacement a specific direction: explanations of others' behavior systematically over-weight dispositional causes and under-weight situational ones, with asymmetric application to self versus other. The same systematic-rather-than-random-displacement logic of bias applies, with dispositional-versus-situational attribution as the specific dimension and observer-actor asymmetry as the specific signature."
   },
   {
    "child": "fundamental_attribution_error",
    "parent": "responsibility_attribution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fundamental attribution error presupposes responsibility attribution because it names a systematic bias inside the very act of assigning causes to agents.",
    "reason": "Fundamental attribution error presupposes responsibility attribution because it is defined as a characteristic distortion in how the assignment from outcome to agent is performed: over-weighting dispositional sources and under-weighting situational ones, with an asymmetric self-other pattern. Without the prior operation of mapping observed behavior back onto candidate causes and apportioning credit or blame, there is no assignment for the bias to skew. The error is parasitic on the attribution machinery; it specifies which input weights get systematically miscalibrated when agents perform the directed assignment from effects to responsible sources."
   }
  ],
  "fungibility": [
   {
    "child": "fungibility",
    "parent": "equivalence_relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fungibility is the APPLIED equivalence-class claim: within a class individuation drops out of every downstream computation (balance, not inventory).",
    "reason": "Fungibility is the APPLIED equivalence-class claim: within a class individuation drops out of every downstream computation (balance, not inventory). It is an equivalence_relation plus losslessness + identity-erasure."
   },
   {
    "child": "fungibility",
    "parent": "substitutability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Calls fungibility 'a strict, symmetric strengthening of substitutability' \u2014 the lossless, symmetric, any-for-any case.",
    "reason": "Calls fungibility 'a strict, symmetric strengthening of substitutability' \u2014 the lossless, symmetric, any-for-any case. Substitutability supplies the genus: One component replaces another without functional degradation. Fungibility preserves that general structure while adding its differentia: Any unit of a class substitutes for any other without loss, erasing individual identity in favor of type and quantity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "funnel_analysis": [
   {
    "child": "funnel_analysis",
    "parent": "pipeline",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Funnel analysis presupposes an ordered pipeline whose stage boundaries let entrants, exits, and conditional survival be attributed to particular transitions.",
    "reason": "Per-stage attrition is meaningful only when a population moves through a defined sequence with countable entry and exit at each boundary. Pipeline supplies that ordered stage structure; Funnel Analysis supplies the diagnostic accounting that localizes loss and identifies the binding stage."
   }
  ],
  "future_or_promise": [
   {
    "child": "future_or_promise",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not state_and_state_transition in general \u2014 a future has a CONSTRAINED state machine': a single irreversible transition pending -> fulfilled|rejected.",
    "reason": "'Not state_and_state_transition in general \u2014 a future has a CONSTRAINED state machine': a single irreversible transition pending -> fulfilled|rejected. A specialization of state_and_state_transition (general machines cycle/revisit). State and State Transition supplies the genus: Captures system condition and evolution. Future Or Promise preserves that general structure while adding its differentia: A first-class placeholder for a value committed to be supplied later. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "future_or_promise",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A future/promise is a reified placeholder interposed between consumer and eventual value, matching indirection's definition of an interposed reference decoupling access from binding.",
    "reason": "A future/promise is a reified placeholder interposed between consumer and eventual value, matching indirection's definition of an interposed reference decoupling access from binding. Indirection supplies the genus: Introduces intermediary references. Future Or Promise preserves that general structure while adding its differentia: A first-class placeholder for a value committed to be supplied later. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "future_wheel": [
   {
    "child": "future_wheel",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A future wheel is the specific shape causality takes when consequences are mapped outward in concentric layers from a triggering event.",
    "reason": "A future wheel is the specific shape causality takes when the causal relation is unfolded forward as a branching cascade: a triggering event sits at the center, first-order consequences radiate from it, each first-order consequence then generates second- and higher-order consequences in successive concentric layers. It is a structurally-particularized instance of cause-and-effect with productive connection and counterfactual robustness, with the added commitments that the mapping is exhaustive across orders rather than tracing a single chain, the structure is graphical-radial, and the value lies in surfacing indirect higher-order effects that linear analysis misses."
   }
  ],
  "futures_literacy": [
   {
    "child": "futures_literacy",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Futures literacy is the specific shape modal reasoning takes when the structured space of alternative possibilities is plural possible futures.",
    "reason": "Futures literacy is the structurally-particularized form modal reasoning takes in the future-anticipation case: the structured space of alternatives is the set of plural possible futures, the modal operators are \"could,\" \"would,\" and \"should,\" and the truth of a futures claim is grounded in the set of accessible scenarios in which an inner proposition holds. It inherits modal reasoning's apparatus of operators quantifying over alternatives, particularized by the reflexive awareness of the anticipatory assumptions shaping each scenario set."
   },
   {
    "child": "futures_literacy",
    "parent": "foresight",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Futures literacy presupposes foresight because it is the developed capability to use foresight methods reflexively and well.",
    "reason": "Futures literacy presupposes foresight because it is defined as the underlying capability that enables effective use of foresight methods \u2014 scenario planning, horizon scanning, backcasting \u2014 along with reflexive awareness of the anticipatory assumptions in play. Without foresight as the object-domain of structured future-anticipation, there is no skill content for the literacy to be literacy in. Foresight supplies the practices, stances, and outputs that futures literacy then becomes capable of deploying critically, distinguishing it from any specific method by being the capability dimension underneath the methods stack."
   }
  ],
  "fuzzing": [
   {
    "child": "fuzzing",
    "parent": "variation_strategies",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fuzzing is the generate-broadly-then-select-on-anomalies pattern aimed at falsification: inject controlled (wider-than-designed) variation, watch an oracle, iterate.",
    "reason": "Fuzzing is the generate-broadly-then-select-on-anomalies pattern aimed at falsification: inject controlled (wider-than-designed) variation, watch an oracle, iterate. A specialization of variation_strategies (deliberately inject variation + select from the results), specialized to surfacing latent failures."
   }
  ],
  "gain_control": [
   {
    "child": "gain_control",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Gain control is a specific adaptive mechanism: a slow secondary loop measures recent input statistics and retunes the forward path's input-output SLOPE to keep it in range.",
    "reason": "Gain control is a specific adaptive mechanism: a slow secondary loop measures recent input statistics and retunes the forward path's input-output SLOPE to keep it in range. A specialization of adaptation (system adjusts to conditions). Loosest defensible genus; not feedback (different regulated quantity). Adaptation supplies the genus: Systems adjust to conditions. Gain Control preserves that general structure while adding its differentia: A slow secondary loop continuously retunes the gain of a fast forward signalling pathway so it stays in its useful range across changing input statistics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "gain_control",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Gain control is homeostatic regulation whose regulated variable is signalling gain, held in useful range by a slow secondary loop.",
    "reason": "Gain control is homeostatic regulation whose regulated variable is signalling gain, held in useful range by a slow secondary loop. Homeostasis supplies the genus: Maintain internal stability. Gain Control preserves that general structure while adding its differentia: A slow secondary loop continuously retunes the gain of a fast forward signalling pathway so it stays in its useful range across changing input statistics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "gains_from_trade": [
   {
    "child": "gains_from_trade",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presuppose exchange because the positive-sum surplus only realizes when specialized parties actually transfer outputs to each other.",
    "reason": "Gains from trade presuppose exchange because the surplus produced by specialization is only realized when the specialized parties transfer their output to each other on mutually agreeable terms. Without exchange's bilateral conditional-transfer structure, specialization yields autarkic stockpiles, not mutual gain. Exchange supplies the substrate on which comparative advantage can be cashed out: parties produce where opportunity cost is lowest precisely because they expect to swap surpluses, and the swap is what converts production differences into the strictly-better consumption possibilities the gains-from-trade claim asserts."
   },
   {
    "child": "gains_from_trade",
    "parent": "comparative_advantage",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presupposes comparative advantage because the welfare improvement requires that parties specialize according to their relative opportunity costs.",
    "reason": "Gains from trade is the positive-sum outcome that arises when parties specialize and exchange, but the welfare improvement depends on the prior structural fact that the parties differ in relative opportunity cost \u2014 comparative advantage. Without the underlying commitment that relative efficiencies determine the welfare-improving specialization pattern, the specialization that generates gains would have no basis: parties with identical opportunity-cost ratios produce no surplus from trade. The comparative-advantage structure is what makes the exchange positive-sum rather than zero-sum."
   },
   {
    "child": "gains_from_trade",
    "parent": "opportunity_cost",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presupposes opportunity cost because the relative efficiencies that drive specialization are differences in the value of alternatives foregone.",
    "reason": "Gains from trade arise from specializing according to comparative advantage, which is itself defined in terms of relative opportunity costs \u2014 the value of the next-best alternative production each party gives up. Without opportunity cost's machinery of valuing alternatives foregone under scarcity, the comparison of parties' relative production capabilities collapses: there would be no metric by which to identify who should specialize in what, and the welfare improvement of exchange would have no basis. Opportunity cost supplies the comparative metric on which gains-from-trade rests."
   }
  ],
  "game_theory_strategy": [
   {
    "child": "game_theory_strategy",
    "parent": "function_mapping",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A game-theoretic strategy is the specific shape function takes when the mapping is from observed game history to a chosen action at each information set.",
    "reason": "A game-theoretic strategy is the specific shape function takes when the input is the player's observed history up to an information set and the output is the action prescribed at that point. It is a structurally-particularized instance of a deterministic single-valued rule from domain to codomain, with the added commitments that the domain is the set of information sets reachable in a fully described game, the codomain is the player's action set at each, and the rule must be specified at every contingency \u2014 including off-equilibrium paths \u2014 because rational analysis requires behavior closed under counterfactual play."
   }
  ],
  "garbage_collection": [
   {
    "child": "garbage_collection",
    "parent": "network_traversal",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Garbage collection contains a reachability traversal from declared roots to distinguish live resources from reclaimable ones.",
    "reason": "Root declaration, eligible-reference walking, and visited-state marking are constitutive parts of reachability-bounded garbage collection; the traversal exposes the live set before the unreachable complement can be reclaimed."
   }
  ],
  "garbage_in_garbage_out": [
   {
    "child": "garbage_in_garbage_out",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "GIGO is a quality-MONOTONICITY constraint on a transformation (fidelity to ground truth cannot rise across a single-input map \u2014 the data-processing inequality); it presupposes the transformation whose output quality it bounds.",
    "reason": "GIGO is a quality-MONOTONICITY constraint on a transformation (fidelity to ground truth cannot rise across a single-input map \u2014 the data-processing inequality); it presupposes the transformation whose output quality it bounds. transformation is its genus, GIGO 'a constraint on one dimension of it'. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Garbage In, Garbage Out operates against that background: The quality of a transformation's output is bounded above by the quality of its inputs; no downstream sophistication can repair defects already present in the input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "gatekeeping": [
   {
    "child": "gatekeeping",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gatekeeping is selection specialized to a choke point where an arbiter controls passage and the downstream audience cannot directly observe the rejected stream.",
    "reason": "Gatekeeping inherits Selection's input population, passage basis, differential continuation, admitted output, and excluded complement. It adds a single choke-point topology, an identifiable or accountable arbiter with discretion, asymmetric power over senders, and a downstream audience that sees the admitted stream but not the rejected one. Economic Screening is not the genus: its canonical identity is menu-induced self-revelation by privately informed agents, a mechanism a gate need not use."
   }
  ],
  "gauge_invariance_gauge_symmetry": [
   {
    "child": "gauge_invariance_gauge_symmetry",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gauge invariance is a specific kind of symmetry where the invariance is under a group of local transformations of unobservable internal degrees of freedom.",
    "reason": "Gauge invariance is a specialization of symmetry. The general pattern is invariance of a system under a specified group of transformations: applying the action leaves the system unchanged in a specified sense. Gauge invariance instantiates this with the transformation group acting locally on unobservable internal degrees of freedom (phase, color index, reparameterization), so physical observables correspond to equivalence classes under the action. The structural commitment is precisely symmetry's algebraic claim, with the particular feature that the group action is local and the invariant content is the gauge-equivalence class."
   },
   {
    "child": "gauge_invariance_gauge_symmetry",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gauge invariance is a specialization of invariance whose preserved feature is observable physics and whose transformation group is local gauge transformations.",
    "reason": "Gauge invariance is a specialization of invariance. Specifically, it names the case in which the family of transformations is a local symmetry group acting on unobservable internal degrees of freedom (phase, color, spacetime reparameterization) and the preserved feature is the set of physical observables. Like every invariance claim, it commits jointly to what is preserved and under which operations; gauge invariance is the subclass where the operations form a Lie group acting locally and physical states correspond to entire gauge-equivalence classes rather than individual configurations."
   }
  ],
  "geometric_chronology": [
   {
    "child": "geometric_chronology",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Geometric chronology presupposes temporal succession because its spatial rules recover an earlier-later relation among events.",
    "reason": "Superposition, cross-cutting, inclusion, and overprint are meaningful as chronology only relative to time's ordering dimension; geometry supplies evidence for that order but is not itself the temporal relation."
   }
  ],
  "gestalt_principles": [
   {
    "child": "gestalt_principles",
    "parent": "holism",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the automatic-perception and named-grouping-rule frame from Gestalt principles leaves holism's claim that whole-level relational properties are not recoverable from isolated part properties.",
    "reason": "Gestalt organization begins with discrete elements but makes the organized whole the primary percept and gives it shape, motion, figurehood, and meaning not present in the elements independently. Holism is the exact substrate-neutral irreducibility core; Gestalt adds a perceiver, a field, automatic parallel grouping rules, and perceptual-economy commitments."
   }
  ],
  "goal_congruence_alignment": [
   {
    "child": "goal_congruence_alignment",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goal congruence is a specialization of coordination in which the aligned elements are the objectives, incentives, and metrics of separate units.",
    "reason": "Goal congruence is a specialization of coordination in which the elements being aligned are not actions in real time but the underlying objectives, incentives, metrics, and decision criteria of individuals, teams, and departments. It inherits coordination's general structure of independently controlled actors combining into a coherent collective outcome, and specializes by fixing the alignment target to the objective functions agents pursue. When goals point in mutually reinforcing directions, local optimization contributes to global success; when they diverge, agents coordinate locally but produce collective failure \u2014 so goal alignment is the upstream condition that makes downstream coordination productive."
   }
  ],
  "goal_shielding": [
   {
    "child": "goal_shielding",
    "parent": "attention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'attention is the broad allocation of a scarce processing resource; goal shielding is its specifically goal-protective application \u2014 the active denial of that resource to competing goals while one is held.' attention is the genus.",
    "reason": "'attention is the broad allocation of a scarce processing resource; goal shielding is its specifically goal-protective application \u2014 the active denial of that resource to competing goals while one is held.' attention is the genus. Attention supplies the genus: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Goal Shielding preserves that general structure while adding its differentia: While pursuing an active goal, suppressing access to competing goals that would compromise it, releasing the suppression only once the active goal ends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "goal_shielding",
    "parent": "open_goal_persistence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Goal Shielding presupposes Open-Goal Persistence because competitors can be suppressed during pursuit only while one selected goal remains active across the execution interval.",
    "reason": "Goal Shielding controls rival access around an already selected goal; it does not itself explain why that goal retains active status until completion, abandonment, or swap. Open-Goal Persistence supplies the maintained selection and release event. Shielding adds asymmetric inhibition of alternatives and the interrupt policy governing what can break through."
   }
  ],
  "good_regulator_theorem": [
   {
    "child": "good_regulator_theorem",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The theorem's necessity claim is that every effective regulator contains a behaviorally adequate representation of the system it regulates.",
    "reason": "The model may be explicit or encoded in policy, weights, rules, or structure, but removing representational correspondence destroys the theorem's invariant. Representation supplies an internal constituent: Model complex ideas. Good Regulator Theorem requires that role within this mechanism: Every effective regulator of a system must be, or must contain, a model of that system. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "goodharts_law": [
   {
    "child": "goodharts_law",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goodhart's Law is Proxy-Target Divergence specialized to the mechanism in which binding optimization pressure on the proxy destroys its correlation with the construct.",
    "reason": "Proxy-Target Divergence is the umbrella for any decoupling between an operational measure and the underlying target. Goodhart's Law fixes the mechanism to a control loop that rewards or penalizes the proxy, causing effort to move into the exploitable proxy-target wedge until the relationship collapses."
   },
   {
    "child": "goodharts_law",
    "parent": "intervention_induced_model_invalidation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goodhart's Law is Intervention-Induced Model Invalidation specialized to a proxy relationship that breaks because the proxy is placed under binding optimization pressure.",
    "reason": "The proxy's pre-intervention correlation with the construct is an implicit calibrated model. Using that relationship to allocate reward, penalty, or control changes agent behavior toward the cheapest proxy-improving actions, so the relationship no longer transports into the targeted regime. Goodhart specializes the parent with a proxy, construct, exploitable wedge, and metric-directed optimization."
   }
  ],
  "governance": [
   {
    "child": "governance",
    "parent": "accountability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Accountability is an internal element of Governance, assigning who must answer for decisions, conduct, and outcomes.",
    "reason": "Governance is the durable architecture of authority, accountability, and decision rights through which a collective system is steered. Accountability is one internal element: it identifies who must answer for an action or outcome, to whom, and through what review or sanction mechanism. Authority without accountability would allocate power while omitting the answerability structure that Governance explicitly includes."
   },
   {
    "child": "governance",
    "parent": "authority",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Authority is an internal element of Governance, distributed and bounded through roles, rules, legitimacy sources, and decision rights.",
    "reason": "Governance is defined as the durable architecture of authority, accountability, and decision rights. It allocates, channels, limits, and legitimates binding decision power as part of its internal design. Accountability is a separate internal element whose own Authority dependency does not replace this direct constituent relation."
   }
  ],
  "gradual_deterioration": [
   {
    "child": "gradual_deterioration",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gradual deterioration presupposes temporal decay because incremental accumulation of damage only makes sense against the broader pattern of time-driven degradation.",
    "reason": "Gradual deterioration is the structural pattern in which small persistent stressors accumulate to erode functional capacity over time. This presupposes the more general pattern of temporal decay and degradation: that system properties systematically diminish through use, exposure, or natural processes following predictable functional forms. Without the underlying time-driven degradation pattern as a frame, the accumulation of microscopic damage below the failure threshold has no destination to converge toward; gradual deterioration is the slow, sub-threshold realization of the broader one-way tendency that temporal decay names."
   },
   {
    "child": "gradual_deterioration",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gradual Deterioration is a kind of aggregation: integrated stress accumulates many small damage increments into a single decaying functional capacity.",
    "reason": "Gradual deterioration is the accumulation of many small, individually-tolerable damage events \u2014 fatigue cycles, corrosion increments, information losses \u2014 into a single trajectory of declining functional capacity. The downstream measurement collapses the granular history into a summary state (remaining strength, residual fidelity, remaining life). That is the move of Aggregation: many items collapsed into a unified form that retains chosen features and suppresses granular detail. Gradual deterioration specializes aggregation to summed micro-damage and its macroscopic functional reading."
   },
   {
    "child": "gradual_deterioration",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gradual Deterioration presupposes Time: incremental decay is by definition the integration of stress over temporal extent.",
    "reason": "Gradual deterioration is decay accumulated as stress is applied across temporal duration, with the present capacity a function of integrated history. The very content of the prime \u2014 that small persistent stressors below the immediate failure threshold accumulate into substantial decline \u2014 requires Time as the ordered dimension along which the stressors are distributed and the accumulation runs. Without temporal extent there is no integration interval and no gradual pattern; deterioration presupposes time as its supporting dimension."
   }
  ],
  "grand_narrative_metanarrative": [
   {
    "child": "grand_narrative_metanarrative",
    "parent": "narrative",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A grand narrative is a specialization of narrative; it is a story-structure scaled up to give a unifying account of history or a whole domain.",
    "reason": "Narrative is the structural pattern of selecting, sequencing, and causally connecting events into a whole with an interpretive arc. A grand narrative or metanarrative is the specific case where the story is scaled to cover history, society, or a whole domain under a single trajectory or logic \u2014 progress, emancipation, rationalization, salvation. It inherits the basic emplotment machinery of narrative and adds commitments to comprehensive scope, directional teleology, and a legitimating function that organizes many local narratives under a common trajectory."
   }
  ],
  "graph_coloring": [
   {
    "child": "graph_coloring",
    "parent": "partition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Graph Coloring is a specialization of Partition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Partition supplies the genus: A division of a set into non-overlapping, collectively exhaustive blocks. Graph Coloring preserves that general structure while adding its differentia: Conflict-free labeling so that no two items joined by a conflict edge share a label. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "great_man_theory": [
   {
    "child": "great_man_theory",
    "parent": "responsibility_attribution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Great Man Theory presupposes responsibility attribution because it concentrates causal credit for historical outcomes onto exceptional individuals.",
    "reason": "Great Man Theory attributes major historical outcomes to the actions and characteristics of exceptional individuals rather than to structural or sociological forces, treating those individuals as causally efficacious in ways structural accounts cannot reduce. The position is a particular application of responsibility attribution: mapping outcomes back to agents, with counterfactual-dependence as the test. Responsibility attribution supplies the underlying directed-assignment-from-effects-to-sources operation. Great Man Theory specializes it by concentrating the assignment heavily on individual agents and privileging their counterfactual significance over structural variables in the historical case."
   }
  ],
  "greedy_algorithm": [
   {
    "child": "greedy_algorithm",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not heuristic in general \u2014 greedy is a specific heuristic schema (local-best, irrevocable, no-backtrack) with a sharp optimality theorem (matroids) most heuristics lack.' A specialization of heuristic.",
    "reason": "'Not heuristic in general \u2014 greedy is a specific heuristic schema (local-best, irrevocable, no-backtrack) with a sharp optimality theorem (matroids) most heuristics lack.' A specialization of heuristic. Heuristic supplies the genus: Mental shortcuts. Greedy Algorithm preserves that general structure while adding its differentia: Committing irrevocably to the locally best choice at each step, with no lookahead. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "green_beard_effect": [
   {
    "child": "green_beard_effect",
    "parent": "cooperation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Calls cooperation the genus: green-beard is one specific sustaining mechanism within it (a tag-keyed conditional disposition recognized one-shot), distinct from kin selection and reciprocity.",
    "reason": "Calls cooperation the genus: green-beard is one specific sustaining mechanism within it (a tag-keyed conditional disposition recognized one-shot), distinct from kin selection and reciprocity. cooperation is the parent. Cooperation supplies the genus: Agents bear individual costs to produce a shared benefit. Green-Beard Effect preserves that general structure while adding its differentia: Cooperation is sustained by a single observable marker that is both correlated with the cooperative disposition and recognizable by fellow carriers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "green_beard_effect",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Green-Beard Effect is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Green-Beard Effect preserves that general structure while adding its differentia: Cooperation is sustained by a single observable marker that is both correlated with the cooperative disposition and recognizable by fellow carriers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "greshams_law": [
   {
    "child": "greshams_law",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gresham's Law is selection specialized to an enforced nominal parity that gives lower-quality goods greater passage through a channel and higher-quality goods greater retention outside it.",
    "reason": "Gresham's Law contains Selection's eligible population, operative pressure, differential continuation, and shifted output composition. Heterogeneous goods enter a parity-constrained channel; the parity makes holders pass the lower-quality units while retaining, diverting, or converting the higher-quality units, so the circulating population changes. Gresham adds an imposed nominal parity, holder choice, a directional withdrawal-and-concentration result, and re-emergence of the better grade in a channel where quality can be priced. Adverse Selection is a sibling under Selection, not the genus: its differential participation is caused by hidden type rather than an imposed rule."
   }
  ],
  "ground_truth": [
   {
    "child": "ground_truth",
    "parent": "measurement",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ground truth presupposes measurement because the designated reference must produce a comparable observation against which another channel can be scored.",
    "reason": "A reference channel cannot function as ground truth merely by being trusted. It must observe or assign the target in a frame comparable with the system being evaluated. Measurement supplies that value-producing and comparison-ready apparatus; Ground Truth adds the asymmetric authority designation and its known fallibility."
   }
  ],
  "group": [
   {
    "child": "group",
    "parent": "monoid",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Group is exactly a Monoid in which every element additionally has an inverse.",
    "reason": "Forget the inverse requirement from a Group and its carrier, closed associative operation, and two-sided identity still satisfy every Monoid commitment. Monoid can occur without universal inverses, while Group adds that strict differentia, establishing the non-flattened subsumption chain Group \u2192 Monoid \u2192 Semigroup."
   }
  ],
  "group_cohesion": [
   {
    "child": "group_cohesion",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cohesion presupposes a Boundary that identifies which elements are bound internally and what fragmentation of the unit would mean.",
    "reason": "Internal binding is distinguishable from adhesion or external coupling only once a system boundary separates members from nonmembers. The boundary need not be social or cognitively represented; it may delimit a droplet, ecological guild, code module, or team."
   }
  ],
  "groupthink": [
   {
    "child": "groupthink",
    "parent": "conformity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Groupthink is the specific shape conformity takes when high cohesion and directive leadership suppress dissent and produce premature consensus.",
    "reason": "Groupthink is the structurally-particularized form conformity takes under specific antecedent conditions: high cohesion, insulation, directive leadership, member homogeneity, and stress combine to amplify the individual-yields-to-aggregate pull until private information is suppressed and consensus precedes deliberation. It inherits conformity's pattern of individual judgment pulled toward group standard under normative and informational pressure, particularized to the small-group decision-making case where the eight Janis symptoms diagnose the pathology."
   }
  ],
  "habit": [
   {
    "child": "habit",
    "parent": "automaticity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A habit is a specialized automatic regime in which a recurring cue selects a learned action that persists even after its outcome has been devalued.",
    "reason": "Automaticity supplies low-supervision execution; habit adds a learned cue-action binding and the diagnostic of outcome-devaluation insensitivity, so every habit is automatic but not every automatic process is a habit."
   },
   {
    "child": "habit",
    "parent": "conditioning_behavioral",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A habit is the installed result of (operant) conditioning \u2014 the durable cue-action binding that conditioning writes; it presupposes the conditioning process.",
    "reason": "A habit is the installed result of (operant) conditioning \u2014 the durable cue-action binding that conditioning writes; it presupposes the conditioning process. Conditioning (Behavioral) supplies the prerequisite condition: Learning via association. Habit operates against that background: A cue-triggered, automatically executed action sequence that persists under outcome devaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "habituation": [
   {
    "child": "habituation",
    "parent": "tolerance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habituation is tolerance specialized to learned, stimulus-specific response decrement that can recover after a pause or reverse under a novel stimulus.",
    "reason": "Both require repeated or sustained exposure to reduce a capable receiver's response. Habituation adds a history of inconsequential stimulation plus the diagnostic differentia of stimulus specificity, spontaneous recovery, and dishabituation, excluding receptor damage, undifferentiated fatigue, and static insensitivity admitted by the broader response-tolerance family."
   }
  ],
  "habituation_to_repeated_signal": [
   {
    "child": "habituation_to_repeated_signal",
    "parent": "habituation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habituation to repeated signal is general habituation specialized to a condition-flagging channel whose false-positive history also degrades the receiver's posterior and creates an ignore equilibrium.",
    "reason": "Both require repeated exposure to reduce response as a stimulus proves unworthy of its initial recruiting force. The child adds a finite-specificity signal channel, base-rate degradation, rational posterior collapse, and the operator pathology of adding more alarms."
   }
  ],
  "habitus": [
   {
    "child": "habitus",
    "parent": "implicit_knowledge",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Habitus presupposes implicit knowledge because its durable, transposable dispositions operate pre-reflectively without explicit articulation by the agent.",
    "reason": "Habitus is the system of durable, transposable dispositions that an individual acquires through sustained social exposure and that operates as the pre-reflective structuring principle of perception, judgment, and action. The dispositions guide behavior without being available for explicit articulation \u2014 agents act as though they know rules they cannot state. Implicit knowledge supplies precisely that structural commitment: knowledge influencing performance without verbal accessibility. Habitus specializes implicit knowledge to socially-acquired class-and-context-specific dispositions, with the social conditions of acquisition as the specific source of the implicit content."
   },
   {
    "child": "habitus",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habitus is the specific shape internalization takes when durable social-positional dispositions become the pre-reflective principle of perception and action.",
    "reason": "Habitus is the specific shape internalization takes when the external item being taken inward is the structuring effect of a social position \u2014 class, family, profession \u2014 and what becomes endogenous is a durable, transposable system of dispositions: perceptual schemes, evaluative categories, bodily comportments. It is a structurally-particularized instance of an external governor crossing into the interior and becoming part of how the agent simply is. The added commitment is that what gets internalized is not a discrete norm but a whole generative grammar of practice, operating beneath reflection across contexts unlike those in which it was acquired."
   }
  ],
  "half_life": [
   {
    "child": "half_life",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Half-Life is a kind of invariance: the time to halve a quantity is preserved across all starting amounts for first-order processes.",
    "reason": "Half-life is the time required for a first-order decay process to reduce a quantity to half its initial value, with the defining property that this time is constant regardless of the starting amount. The named feature (the halving time) is preserved under the named family of transformations (rescaling of the initial amount). That is precisely a claim of Invariance. Half-life specializes invariance by fixing the preserved feature as the characteristic halving duration and the transformation as initial-amount rescaling."
   },
   {
    "child": "half_life",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Half-Life presupposes Scale: it sets the characteristic time at which the process is naturally described and at which decay regimes change.",
    "reason": "Half-life provides the characteristic temporal scale of a first-order decay process \u2014 the natural unit at which the system's dynamics are most ergonomically described and across which population reductions of one-half, one-quarter, one-eighth are read off cleanly. That is exactly the role Scale plays: the specification of the size or resolution at which the system is naturally described, with behavior best understood at that band. Half-life presupposes scale as the dimension whose value it picks out for decay processes."
   },
   {
    "child": "half_life",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Half-life presupposes recurrence because halving repeats at constant intervals, producing a recurrent equal-spacing pattern across the decay trajectory.",
    "reason": "Half-life presupposes recurrence because its defining property is that for a first-order process the time to halve recurs with constant value regardless of starting amount: each successive halving event takes the same characteristic time. Recurrence supplies the general structural pattern of reappearance with predictable spacing across time, iterations, or instances; half-life is a quantitative parameter of one particular recurrence pattern (the geometric sequence of halvings) that characterizes any exponentially decaying process and lets one infer remaining quantity from elapsed time."
   }
  ],
  "harmonic_distortion": [
   {
    "child": "harmonic_distortion",
    "parent": "distortion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Harmonic Distortion is a specialization of Distortion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Distortion supplies the genus: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. Harmonic Distortion preserves that general structure while adding its differentia: Passing a signal through a nonlinear transfer function generates new frequency components \u2014 harmonics and intermodulation products \u2014 absent from the input, an artifact of the nonlinearity itself rather than of any sampling or discretization. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "hashing": [
   {
    "child": "hashing",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hashing is a deterministic many-to-one function from an unbounded input space to a short fixed-size token (a bounded codomain), used as the object's handle.",
    "reason": "Hashing is a deterministic many-to-one function from an unbounded input space to a short fixed-size token (a bounded codomain), used as the object's handle. A specialized function_mapping (deterministic, many-to-one-by-design, with a chosen sensitivity property)."
   }
  ],
  "hebbian_learning": [
   {
    "child": "hebbian_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hebbian Learning is a specialization of Learning, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Learning supplies the genus: Durable, experience-driven update of an agent's internal state that carries forward to alter later behavior or prediction. Hebbian Learning preserves that general structure while adding its differentia: A connection between two units strengthens as a function of their correlated activity, through a local, correlational, unsupervised, cumulative update. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "helpful_inflow_displacement": [
   {
    "child": "helpful_inflow_displacement",
    "parent": "crowding_out",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Helpful-inflow displacement is crowding out specialized to unsolicited pro-social inflow consuming the coordinator attention needed for the primary work.",
    "reason": "Both identities require an introduced activity to consume the finite substrate on which an incumbent activity depends. The child fixes that substrate to coordinator attention and adds unsolicited pro-social presentation, per-unit handling cost above operational value, a social cost of refusal, and a volume threshold at which apparent help becomes displacement."
   }
  ],
  "herding_behavior": [
   {
    "child": "herding_behavior",
    "parent": "conformity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Herding is conformity specialized to alignment with the crowd's visible choices under uncertainty, usually through informational rather than purely normative pressure.",
    "reason": "Both make a unit's expressed choice depend on a perceived aggregate rather than only on its private judgment. Herding fixes the aggregate signal to others' visible choices and foregrounds imitation under uncertainty; Conformity also admits alignment driven by sanction, belonging, or a group norm. Information Cascade remains a separate sequential strict child and is not an alias."
   }
  ],
  "hermeneutic_circle": [
   {
    "child": "hermeneutic_circle",
    "parent": "interpretation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle is the specific shape interpretation takes when understanding the whole and the parts must be revised against each other iteratively.",
    "reason": "The hermeneutic circle is the specific shape interpretation takes when the representational substrate is a complex whole whose meaning depends on its parts and whose parts depend on the whole. Interpretation's general operation \u2014 recovering meaning from a substrate given a constraining framework \u2014 is structurally particularized into iterative movement between part-reading and whole-reading, with the interpreter's fore-structure revised at each pass. The general activity of producing a constrained reading is preserved; the specific shape is the spirally-convergent loop with no terminal closure that this interdependence forces."
   },
   {
    "child": "hermeneutic_circle",
    "parent": "sensemaking",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle presupposes sensemaking because its part-whole revising operation supplies the iterative refinement that working accounts under ambiguity require.",
    "reason": "The hermeneutic circle presupposes sensemaking when deployed as an organizational interpretive practice because constructing a plausible working account of ambiguous events relies on iteratively revising part-understandings against whole-understandings as new cues arrive. Sensemaking supplies the broader cognitive-social process of cue-extraction, bracketing, and commitment to a working frame; the hermeneutic circle supplies the specific part-whole iteration mechanism that makes the working frame refinable rather than fixed at the first pass. The two operate together: sensemaking under ambiguity needs the circle's iterative coherence-tightening to converge on usable interpretation."
   },
   {
    "child": "hermeneutic_circle",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle is the specific shape iteration takes when interpretation alternates between part and whole, with each pass revising both.",
    "reason": "The hermeneutic circle is the interpretive particularization of iteration: each pass reads parts in light of a provisional whole and re-reads the whole in light of refined parts, with the fore-structure carried as state between passes and convergence measured by interpretive coherence. Where iteration names repeated application of a step with cumulative use of prior outputs generally, the hermeneutic circle fixes the step as interpretation, the state as the evolving fore-understanding, and the progress notion as tightening coherence between part-readings and whole-readings."
   }
  ],
  "heuristic": [
   {
    "child": "heuristic",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A heuristic is a specialization of approximation in which a tractable rule of judgment is substituted for exhaustive optimal analysis.",
    "reason": "A heuristic is a kind of approximation specialized to decision and inference under cognitive or computational constraint: a simplified rule yields a good-enough judgment much faster than exhaustive analysis at the cost of accuracy in some cases. It inherits approximation's commitment to substituting a tractable surrogate for an intractable target while accepting a bounded, named error in exchange for tractability, and supplies the specific case where the intractable target is optimal reasoning and the surrogate is a fast rule whose ecological fit determines whether the error budget is acceptable."
   },
   {
    "child": "heuristic",
    "parent": "trade_offs",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Heuristic is the specific shape trade-offs take in inference, where speed and cognitive cost are gained at the price of accuracy.",
    "reason": "Trade-offs is the general structural situation in which improving one valued dimension requires worsening another within a feasible set. A heuristic is the particular shape this pattern takes for decision and inference rules: speed and cognitive-or-computational cost are improved at the price of accuracy in some cases and systematic error in others, with the rule's value defined by the favorable trade in its actual deployment environment. It is a structurally-particularized instance of trade-off whose specific dimensions are speed-cost-accuracy and whose feasible set is the available rule space."
   }
  ],
  "hidden_path_and_barrier_crossing": [
   {
    "child": "hidden_path_and_barrier_crossing",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Hidden path and barrier crossing presupposes probability because barrier transit is a calculable transmission amplitude over forbidden regions.",
    "reason": "Hidden path and barrier crossing names transitions through classically forbidden regions with calculable probability, whether via quantum tunneling amplitudes or stochastic rare-event escape over an activation barrier. This presupposes probability: the calibrated quantification of uncertainty assigning numerical values to events under coherence rules. The transmission factor in the WKB approximation and the Arrhenius escape rate are both probability assignments to events that classical analysis would assign zero. Without probability's framework for numerical event-likelihood that obeys additivity and conditioning, the hidden-path transition has no quantitative content."
   },
   {
    "child": "hidden_path_and_barrier_crossing",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Hidden path and barrier crossing presupposes state and state transition because tunneling and rare-event escape are transitions between states across a barrier.",
    "reason": "Hidden path and barrier crossing describes transitions between system states through a classically forbidden region \u2014 quantum tunneling, thermal-fluctuation escape \u2014 with calculable probability. The phenomenon is constitutively a state-to-state transition: there is an initial state on one side of the barrier, a final state on the other, and a transition rate governed by the barrier shape. State-and-state-transition supplies that substrate: a state space and transition rules. Without an underlying notion of distinct states and rule-governed transitions between them, there is nothing for the hidden path to connect."
   }
  ],
  "hierarchical_address": [
   {
    "child": "hierarchical_address",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A string that ENCODES A PATH THROUGH a hierarchy, fusing identity and tree-position into one self-locating token; presupposes the containment hierarchy and adds the string-encoding (and its restructuring fragility) the bare relation lacks.",
    "reason": "A string that ENCODES A PATH THROUGH a hierarchy, fusing identity and tree-position into one self-locating token; presupposes the containment hierarchy and adds the string-encoding (and its restructuring fragility) the bare relation lacks. Hierarchy supplies the prerequisite condition: Organizes elements into levels or ranks. Hierarchical Address operates against that background: A single string whose substring structure encodes a path through a tree, so the identifier simultaneously names an entity and locates it within a containment hierarchy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "hierarchical_decomposability": [
   {
    "child": "hierarchical_decomposability",
    "parent": "hierarchy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Hierarchical decomposability presupposes hierarchy's ranked-levels structure and adds within-level-dominates-cross-level coupling as a refinement.",
    "reason": "Hierarchical decomposability presupposes hierarchy's ranked-levels structure and adds within-level-dominates-cross-level coupling as a refinement. Hierarchy supplies the genus: Organizes elements into levels or ranks. Hierarchical Decomposability preserves that general structure while adding its differentia: Nested decomposition where within-level coupling dominates over cross-level coupling, making complex systems tractably analyzable one scope at a time. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "hierarchy": [
   {
    "child": "hierarchy",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hierarchy is the restricted kind of Network whose edges impose asymmetric, transitive levels rather than an unrestricted connection pattern.",
    "reason": "The Hierarchy and Network dossiers independently state this genus relation. Every hierarchy has nodes and edges whose pattern is first-class; the child adds an antisymmetric level order, direction-sensitive cross-level flow, and a tree-to-DAG-to-heterarchy restriction axis."
   },
   {
    "child": "hierarchy",
    "parent": "order",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hierarchy is order with explicit levels and asymmetric cross-level structure.",
    "reason": "Hierarchy retains the general ordering relation and adds explicit ranked levels, transitive asymmetric cross-level semantics, and often rooted parent structure. The order entry explicitly treats hierarchy as a kind of order rather than every order as hierarchical."
   }
  ],
  "higher_order_function": [
   {
    "child": "higher_order_function",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not function_mapping \u2014 a function-mapping is the FIRST-ORDER layer (data to data); a higher-order function operates on the NEXT layer up, taking or returning functions themselves...",
    "reason": "'Not function_mapping \u2014 a function-mapping is the FIRST-ORDER layer (data to data); a higher-order function operates on the NEXT layer up, taking or returning functions themselves... a STRATIFIED EXTENSION of function_mapping.' A specialization where inputs/outputs are themselves mappings. Function (Mapping) supplies the genus: Relates inputs to outputs. Higher Order Function preserves that general structure while adding its differentia: Treating a rule itself as a first-class object that other rules consume or produce. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "historical_determinism": [
   {
    "child": "historical_determinism",
    "parent": "determinism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical determinism is a kind of determinism in which historical outcomes are held to be fixed by underlying lawful forces independent of individual agency.",
    "reason": "Historical determinism is a specialization of determinism: it asserts that the present state of a society plus the underlying forces (economic base, technological trajectory, geographic endowment) fix the trajectory of historical outcomes via lawful regularity. It inherits determinism's structural thesis \u2014 state plus laws yields unique successor \u2014 particularized to the macro-historical case where the relevant state and laws operate over civilizational rather than physical variables, with the corresponding deflation of contingency and agency."
   }
  ],
  "historical_empathy": [
   {
    "child": "historical_empathy",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical Empathy is a kind of interpretation: reconstructing past actors' frames recovers meaning under their available beliefs and constraints.",
    "reason": "Historical empathy interprets past actors under the beliefs, values, information, and options they actually faced, deliberately reconstructing the decision environment of the period rather than imposing present-day frameworks. That is the activity of Interpretation \u2014 recovering meaning from a representational substrate under a framework that makes some readings available and others not \u2014 specialized to historical evidence under the period's own conceptual scheme. Historical empathy is interpretation disciplined by anachronism-avoidance and period-internal framing."
   },
   {
    "child": "historical_empathy",
    "parent": "presentism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historical empathy presupposes presentism because it is a corrective discipline defined precisely against presentism's import of present values into the past.",
    "reason": "Historical empathy presupposes presentism because its methodological structure is defined as the corrective to presentism: it deliberately reconstructs past actors' decision environments under the beliefs, norms, and information they actually held rather than under those of the interpreter's present. Presentism supplies the diagnostic error pattern (import of present categories into past contexts) against which historical empathy positions its discipline. Without the prior identification of presentism as the systematic interpretive error, there is no contrast that historical empathy is engineered to avoid and against which its methods are justified."
   },
   {
    "child": "historical_empathy",
    "parent": "historicism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Historical empathy interprets past actors under their own beliefs and constraints \u2014 a historicist, context-bound method.",
    "reason": "Historical empathy interprets past actors under their own beliefs and constraints \u2014 a historicist, context-bound method. Historicism supplies the genus: Context-bound understanding. Historical Empathy preserves that general structure while adding its differentia: Interpret in context. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "historicism": [
   {
    "child": "historicism",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historicism is a specific kind of interpretation that recovers meaning by reconstructing the period-specific conditions of a phenomenon.",
    "reason": "Historicism is a specialization of interpretation. The general pattern recovers meaning from a representational substrate given a framework that makes some readings available and others not, producing readings that are answerable to evidence and convention. Historicism instantiates this with the framework being the documentary, institutional, and material conditions of the phenomenon's specific historical period, treated as a precondition for understanding. Beliefs, institutions, and practices are read on their own terms by reconstructing the period; abstracting from those conditions is held to misread the phenomenon."
   },
   {
    "child": "historicism",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historicism presupposes path dependence because interpreting phenomena on their own period-specific terms requires that historical conditions constitutively shape outcomes.",
    "reason": "Historicism holds that phenomena \u2014 beliefs, institutions, practices \u2014 are products of specific historical conditions and cannot be adequately understood by abstracting from those conditions. The methodological commitment to contextualization presupposes that historical trajectories constitutively shape what exists at any time, not merely as background but as causally determinative. Path dependence supplies exactly that: outcomes determined not by current conditions alone but by the specific historical trajectory that produced them. Without the path-dependence claim that history accumulates constraints, historicism's insistence on period-specific interpretation has no structural ground."
   }
  ],
  "holarchy": [
   {
    "child": "holarchy",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes modularity because each holon's dual-facing identity as whole-and-part requires the well-bounded self-contained module that modularity supplies.",
    "reason": "A holarchy is a nested ordering whose every unit is a holon, simultaneously a whole with respect to its parts and a part with respect to the level above. This presupposes modularity: decomposition into discrete, largely self-contained components with stable interfaces. Each holon must be self-contained enough to be a whole downward (internally coherent module) while interfacing cleanly enough to be a part upward (composable with peers). Without modularity's commitment to bounded units with explicit interfaces, the Janus-faced identity collapses; the holon needs the modular structure to face both directions coherently."
   },
   {
    "child": "holarchy",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes emergence because each level above the holons must possess properties or behaviors not attributes of the constituent holons.",
    "reason": "A holarchy is a nested ordering whose every unit is a holon that integrates upward into a higher-level whole. This presupposes emergence: the appearance, at a higher level of organization, of properties or behaviors that are not attributes of lower-level constituents and are not trivially predictable from them. Each level above contributes new descriptive vocabulary and causal roles that the constituent holons do not individually possess. Without emergence supplying the structural reason that the higher level is more than the sum of holons, the nesting collapses into a mere set membership rather than a layered ordering of qualitatively distinct levels."
   },
   {
    "child": "holarchy",
    "parent": "layering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes layering because Janus-faced holons only exist where a system is already organized into stacked strata of whole-and-part levels.",
    "reason": "A holarchy is composed of holons that face downward as wholes governing their parts and upward as parts within a larger whole. This dual-facing identity requires that the system already be organized into a stack of horizontal strata with each layer providing abstractions and services to the next \u2014 the structural commitment layering names. Without an underlying multi-level stratification, there would be no upward face for a unit to be a part of and no downward face for it to govern as a whole. Holarchy specializes layering by demanding mutual whole-part status at every level."
   }
  ],
  "holdout_set": [
   {
    "child": "holdout_set",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Holdout Set typically presupposes Validation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Validation supplies the prerequisite condition: Confirming that an artifact actually solves the intended problem in its real operational context, as distinct from confirming it was merely built to specification. Holdout Set operates against that background: Reserve a disjoint portion of evidence to score a candidate it never shaped. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "homeostasis": [
   {
    "child": "homeostasis",
    "parent": "stability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'homeostasis is one biological instance of stability \u2014 a regulated variable held near a setpoint by negative feedback'; stability is the general structural pattern covering passive cases (a damped pendulum, a peg) with no homeostat.",
    "reason": "'homeostasis is one biological instance of stability \u2014 a regulated variable held near a setpoint by negative feedback'; stability is the general structural pattern covering passive cases (a damped pendulum, a peg) with no homeostat. Stability supplies the genus: A system's tendency to return toward an operating point after perturbation. Homeostasis preserves that general structure while adding its differentia: Maintain internal stability. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "homeostasis",
    "parent": "discrepancy_driven_correction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'homeostasis is one biological OUTCOME of a stabilising correction loop...",
    "reason": "'homeostasis is one biological OUTCOME of a stabilising correction loop... this prime is the general loop mechanism.' discrepancy_driven_correction is the broad loop of which homeostasis (constant-setpoint biological case) is a special instance. Discrepancy-Driven Correction supplies the genus: Iteratively close the signed gap between a target and an observation. Homeostasis preserves that general structure while adding its differentia: Maintain internal stability. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "horizon_scanning": [
   {
    "child": "horizon_scanning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Horizon scanning is a specific foresight method that systematically surveils weak signals of nascent change before they reach the mainstream.",
    "reason": "Horizon scanning is a specialization of foresight whose distinctive move is broad, ongoing surveillance for weak signals \u2014 emerging technologies, slow-burning trends, anomalies \u2014 that have not yet become mainstream but could reshape decisions if they grow or converge. It inherits foresight's commitment to structured anticipation of plural futures informing present action, and supplies the specific monitoring component of the foresight methods stack, focusing on the small-but-potentially-significant end of the signal-to-noise spectrum that single-future forecasting and reactive news monitoring miss."
   },
   {
    "child": "horizon_scanning",
    "parent": "weak_signals_emerging_issues",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Horizon scanning presupposes weak signals & emerging issues because its systematic peripheral search targets exactly the weak-signal end of the spectrum.",
    "reason": "Horizon scanning is the systematic, ongoing search for early signals of change \u2014 nascent technologies, emerging shifts, anomalies \u2014 not yet mainstream but structurally significant. The method is meaningful only against the prior recognition that meaningful change typically begins with individually weak and collectively discordant observations at the periphery. Weak signals and emerging issues names that substrate: the structural commitment that early-phase change appears as weak signals requiring deliberate peripheral attention. Without weak signals as a first-class category, horizon scanning would have nothing distinctive to look for and no rationale for its counter-routine attention."
   },
   {
    "child": "horizon_scanning",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Horizon scanning is a specialization of monitoring focused on weak early signals of change that have not yet become mainstream.",
    "reason": "Horizon scanning is a specialization of monitoring in which the observation function is tuned to the weak-signal end of the signal-to-noise spectrum: nascent technologies, slow-burning trends, emergent shifts not yet mainstream but with structural potential. It inherits monitoring's general apparatus of continuous observation and alerting and specializes by fixing the target band to faint, anomalous, leading-indicator signals and by combining broad-source surveillance with interpretive practices for amplifying what would otherwise be dismissed as noise. Where standard monitoring tracks deviations from a known setpoint, horizon scanning tracks signs that the setpoint itself may shift."
   }
  ],
  "human_centered_accommodation": [
   {
    "child": "human_centered_accommodation",
    "parent": "accommodation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Human-centered accommodation is a specialization of accommodation in which the external pressures are real human cognitive and physical capacities.",
    "reason": "Human-centered accommodation is a specialization of accommodation. The general pattern is selective internal adjustment to external pressure that preserves identity while restoring fit; the human-centered case specifies the external pressures as the actual cognitive, physical, sensory, and temporal capacities of the humans interacting with the system. The system reconfigures itself around real human constraints rather than around idealized users. The same fit-by-internal-modification logic applies, with human capability as the specific source of the demands to which the system must accommodate."
   }
  ],
  "hypothesis_testing_null_vs_alternative": [
   {
    "child": "hypothesis_testing_null_vs_alternative",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hypothesis testing is a specific kind of verification, checking sample evidence against a pre-specified null with controlled error rates.",
    "reason": "Hypothesis testing is a specialization of verification. The general pattern checks that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Hypothesis testing instantiates this with the object being a research claim about a parameter, the specification being a pre-specified null hypothesis (often no effect), and the procedure being a test statistic with known null distribution evaluated against a pre-set threshold controlling Type I error. The verdict is reject or fail-to-reject H0. It is verification with calibrated long-run error control as the procedure's structural guarantee."
   },
   {
    "child": "hypothesis_testing_null_vs_alternative",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hypothesis testing is a specialization of statistical inference that frames the inferential question as a pre-specified decision between two complementary hypotheses.",
    "reason": "Hypothesis testing is a specialization of statistical inference in which the inference is cast as a formal decision under sampling uncertainty: a null and an alternative are stated in advance, a test statistic with a known null distribution is chosen, and a threshold is set to control long-run error rates. It inherits the general inferential commitment of reasoning from finite samples to population claims under explicit accounting for variability, and specializes by structuring that reasoning as a dichotomous reject/retain verdict with controlled error probabilities."
   }
  ],
  "hysteresis": [
   {
    "child": "hysteresis",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hysteresis is a specific kind of state transition where current state depends on the path by which conditions were reached.",
    "reason": "Hysteresis is a specialization of state and state transition. The general pattern specifies a state space and a transition relation, with future behaviour depending on current state plus inputs. Hysteresis instantiates this with multiple stable states existing at the same external parameter value: which one the system occupies depends on the path through parameter space, so the response curve forms a loop rather than a single-valued function. History is encoded in the system's internal state in a way external parameters alone cannot reveal, which is exactly the state-as-Markovian-summary structure the parent pattern names."
   },
   {
    "child": "hysteresis",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hysteresis is a specialization of path dependence in which the loop structure is visible in the response curve to a varied parameter.",
    "reason": "Hysteresis is a specialization of path dependence. The general path-dependence pattern says current state depends on the historical trajectory, not just on current external conditions. Hysteresis specializes by adding a particular signature: as an external parameter is varied up and down, the system's state traces a loop rather than a single-valued curve, with multiple stable states accessible at the same parameter value depending on history. The same history-encodes-state commitment persists, with the loop in the response curve as the diagnostic shape of the path dependence."
   }
  ],
  "icon_index_symbol_distinction": [
   {
    "child": "icon_index_symbol_distinction",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Icon-index-symbol distinction is the specific shape representation takes when signs are classified by the ground of their relation to the referent.",
    "reason": "Icon-index-symbol distinction is the structurally-particularized form representation takes when Peirce's trichotomy is applied: the icon-target correspondence is grounded in resemblance, the index-target correspondence in existential or causal contiguity, and the symbol-target correspondence in convention. It inherits representation's faithfulness-claim apparatus \u2014 target, medium, correspondence convention \u2014 particularized by classifying the three structurally distinct ways the correspondence can be grounded, each with different inference rules for the interpreter."
   }
  ],
  "iconicity": [
   {
    "child": "iconicity",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Iconicity is a specific kind of representation where the form-meaning correspondence is motivated by resemblance rather than pure convention.",
    "reason": "Iconicity is a specialization of representation. The general pattern maps a target onto a medium under a stated convention so operations on the medium correspond to operations on the target, with a faithfulness claim about preserved structure. Iconicity instantiates this with the convention being motivated by perceptible resemblance between sign form and meaning, so an interpreter with sufficient exposure can infer meaning from formal properties rather than rote memorization. The mapping is grounded in shared structure between form and referent, distinguishing iconic representation from the purely conventional symbolic mode."
   }
  ],
  "iconography": [
   {
    "child": "iconography",
    "parent": "symbolic_representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Iconography is a specific kind of symbolic representation organized as culturally-systematic repertoires of visual forms.",
    "reason": "Iconography is a specialization of symbolic representation. The general pattern fixes sign-meaning relations through collective convention rather than resemblance or causal link. Iconography instantiates this with the convention being a culturally-organized visual repertoire (icons, emblems, allegorical figures, attributes, colors, gestures) whose meanings are prescribed within a shared visual system. It is symbolic representation specifically operating across visual channels with a systematic catalog of conventional forms, so that interpreting a visual element draws on the shared cultural code rather than on perceptible resemblance to what it denotes."
   }
  ],
  "idealized_substrate_fallacy": [
   {
    "child": "idealized_substrate_fallacy",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The fallacy is carrying a (legitimate) idealizing ABSTRACTION across a deployment boundary without re-introducing the friction terms it dropped; it presupposes an abstraction and is the specific decision-error of trusting it where its preconditions stop holding.",
    "reason": "The fallacy is carrying a (legitimate) idealizing ABSTRACTION across a deployment boundary without re-introducing the friction terms it dropped; it presupposes an abstraction and is the specific decision-error of trusting it where its preconditions stop holding. Abstraction supplies the prerequisite condition: Focus on core elements. Idealized-Substrate Fallacy operates against that background: Designing against a friction-stripped idealized substrate, then deploying onto a real one where the elided terms dominate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "idempotence": [
   {
    "child": "idempotence",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Idempotence is a specialization of iteration whose progress-rule collapses every repeat application to the same state as the first.",
    "reason": "Idempotence is a kind of iteration in which the iteration step f satisfies f(f(x)) = f(x), so the state carried between rounds stops changing after the first application and every stopping condition is trivially met. It inherits iteration's commitment to repeated application of a process, but specializes the notion of progress: there is no further convergence to chase once the operation has fired once. This is what makes idempotent operations safe to retry, replay, or duplicate under uncertain delivery \u2014 repetition adds nothing beyond round one."
   },
   {
    "child": "idempotence",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Idempotence is a specialization of invariance in which the preserved feature is the operation's output and the transformation family is repeated application of the operation.",
    "reason": "Idempotence is a specialization of invariance in which the preserved feature is the result of applying an operation and the transformation family is further applications of the same operation: f(f(x)) equals f(x), so repetition leaves the output unchanged after the first application. It inherits the general invariance commitment that a named feature remains unchanged under a named family of transformations, and specializes by fixing both: the feature is the operation's value and the transformation is self-repetition. This grounds safe retry, replay, and duplicate-tolerance in distributed systems."
   }
  ],
  "identifiability": [
   {
    "child": "identifiability",
    "parent": "injectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identifiability is injectivity of an admissible internal-target-to-observation map.",
    "reason": "Identifiability specializes injectivity to a model or target parameter mapped into observable distributions. Success means singleton preimages on the admissible target subspace, with an epistemic gating interpretation."
   }
  ],
  "identification": [
   {
    "child": "identification",
    "parent": "social_identity_theory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Identification typically presupposes Social Identity Theory, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Social Identity Theory supplies the prerequisite condition: Identity via groups. Identification operates against that background: One party aligns belief or action with another because it recognizes itself \u2014 its values, memberships, identity \u2014 in the other, with persuasion proceeding via self-concept rather than argument. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "identifier_assignment": [
   {
    "child": "identifier_assignment",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Identifier_assignment CREATES the handle that indirection later resolves (dereference uses indirection); minting+binding is a prior distinct act that presupposes the indirection-resolution machinery.",
    "reason": "Identifier_assignment CREATES the handle that indirection later resolves (dereference uses indirection); minting+binding is a prior distinct act that presupposes the indirection-resolution machinery. Indirection supplies the prerequisite condition: Introduces intermediary references. Identifier Assignment operates against that background: Mint a durable handle for an entity and bind it to that entity in a public, queryable record, so future reference can route through the handle without re-describing the entity. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "identifier_assignment",
    "parent": "naming_act_object",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identifier assignment is the managed-reference species of appellation, adding namespace uniqueness, a durable binding record, and a dereference protocol to authoritative token-to-entity binding.",
    "reason": "Every identifier assignment performs Naming Act/Object's authoritative binding of an opaque portable token to an entity. It adds guaranteed uniqueness within a namespace, a durable public binding record, and a resolution protocol that ordinary personal, ceremonial, or descriptive appellation need not provide."
   }
  ],
  "identity_providing_kind": [
   {
    "child": "identity_providing_kind",
    "parent": "essentialism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Identity_providing_kind ISOLATES the one essentialist sub-question (which category fixes sameness over time) and supplies the cease-to-exist test the broad notion lacks \u2014 a specialization of essentialism narrowed to persistence-over-time.",
    "reason": "Identity_providing_kind ISOLATES the one essentialist sub-question (which category fixes sameness over time) and supplies the cease-to-exist test the broad notion lacks \u2014 a specialization of essentialism narrowed to persistence-over-time. Not every essential property is identity-providing. Essentialism supplies the genus: Inherent defining properties. Identity-Providing Kind preserves that general structure while adding its differentia: A category whose membership fixes what it takes for an instance to remain the same instance over time, supplying persistence criteria rather than a temporary description. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "identity_providing_kind",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identity-Providing Kind is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Identity-Providing Kind preserves that general structure while adding its differentia: A category whose membership fixes what it takes for an instance to remain the same instance over time, supplying persistence criteria rather than a temporary description. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "identity_test": [
   {
    "child": "identity_test",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identity Test is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Identity Test preserves that general structure while adding its differentia: The rule that decides, in a given system, when two presentations refer to the same entity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "immutability": [
   {
    "child": "immutability",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Immutability is the specific shape a constraint takes when in-place modification of a value or record is forbidden across all subsequent operations.",
    "reason": "Immutability is the constraint-particularized commitment that in-place mutation is excluded from the admissible operations on a value once created: any apparent change must be realized as a new value while the original is preserved. Where constraint names binding restrictions on admissible configurations generally, immutability fixes the restriction at the operation of overwriting, so that the feasible set of operations on any created entity excludes destructive modification and the historical states remain separately addressable."
   }
  ],
  "impartiality": [
   {
    "child": "impartiality",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Impartiality is the specific shape symmetry takes when the transformation group is permutation of party identities applied to treatment.",
    "reason": "Impartiality is a structurally-particularized instance of symmetry, where the transformation group is the permutation of party identities and the object held invariant is the treatment, judgment, or allocation. Once a line is drawn between relevant features and irrelevant identity features, impartiality asserts that swapping the identities of the parties leaves the outcome unchanged. The general algebraic pattern of invariance-under-a-named-group takes on its ethical-political form here, with identity as the action and like-treatment as the invariant."
   }
  ],
  "impedance_mismatch_and_coupling_efficiency": [
   {
    "child": "impedance_mismatch_and_coupling_efficiency",
    "parent": "interoperability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Impedance mismatch and coupling efficiency presupposes interoperability because mismatch only makes sense as a deviation from a baseline of effective cross-system transfer.",
    "reason": "Impedance mismatch and coupling efficiency presupposes interoperability because its core claim, that transfer between subsystems is lossy when their characteristic properties diverge, is a claim about the degree to which two systems can effectively work together across an interface. Interoperability supplies the structural baseline of cross-system cooperation through agreed interfaces; impedance mismatch then names the structural pattern by which efficiency degrades as the interface conditions are not met. Without the prior commitment to systems composing through specified interfaces, there is no notion of mismatch to grade."
   },
   {
    "child": "impedance_mismatch_and_coupling_efficiency",
    "parent": "compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Impedance mismatch and coupling efficiency presupposes compatibility because lossy transfer between subsystems is the failure of their characteristic properties to align.",
    "reason": "Impedance mismatch and coupling efficiency presupposes compatibility because the efficiency of energy, signal, or influence transfer across an interface is exactly compatibility's relational alignment condition expressed quantitatively: matched impedances are the compatibility condition for non-reflecting transfer, mismatched ones are the breakage. Without compatibility's framing of coexistence-and-interaction as a between-entity property, mismatch has no reference baseline; coupling efficiency is a continuous measure of how nearly the interface satisfies compatibility at the relevant characteristic property. Compatibility supplies the prerequisite condition: The relational condition under which two or more entities can coexist or compose without breakage, interference, or contradiction. Impedance Mismatch and Coupling Efficiency operates against that background: Property differences reduce energy or signal transfer efficiency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "implementation_intention": [
   {
    "child": "implementation_intention",
    "parent": "prospective_memory",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An implementation intention is prospective memory specialized by pre-binding a future cue to a particular action.",
    "reason": "An implementation intention is prospective memory specialized by pre-binding a future cue to a particular action. Prospective Memory supplies the genus: An intended future action is encoded paired with a triggering cue, persists latently without rehearsal, and is retrieved and executed when a parallel cue-detection process fires. Implementation Intention preserves that general structure while adding its differentia: Pre-binding a specific future cue to a specific action so that at execution time the cue triggers the behavior without re-deliberation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "improvisation": [
   {
    "child": "improvisation",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A live backbone of rules, resources, timing, or form is a constitutive part of improvisation rather than an incidental limitation.",
    "reason": "Improvisation generates competent moves within and against a developing constraint set; remove that backbone and the result is unconstrained production or noise rather than situated improvisation."
   }
  ],
  "incentive": [
   {
    "child": "incentive",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An incentive contains a consequence-to-future-choice feedback path linking payoff signals to subsequent behavior.",
    "reason": "A payoff attached to an act functions as an incentive only when its consequence can alter later selection or effort; without that return path it is merely an outcome, not a behavior-shaping signal."
   }
  ],
  "incentive_compatibility": [
   {
    "child": "incentive_compatibility",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incentive compatibility is a specialization of compatibility in which the entities reconciled are an agent's self-interest and a designer's objective.",
    "reason": "Incentive compatibility is a specialization of compatibility in which the entities being made to coexist without breakage are the participants' private payoff calculations and the mechanism designer's desired outcomes. It inherits compatibility's general structure of two systems aligning so they can interact without contradiction, and specializes by fixing the systems to self-interested agents and a rule structure: the mechanism is compatible with the agents' incentives when truthful or socially desired action is also their best response. The compatibility relation here is between motivations and rules rather than between physical plugs, formats, or organisms."
   },
   {
    "child": "incentive_compatibility",
    "parent": "mechanism_design",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incentive compatibility and mechanism design are interdefinable complements \u2014 the property a mechanism must have to do its job, and the field that engineers for it.",
    "reason": "Incentive compatibility and mechanism design are interdefinable structural complements: mechanism design is the engineering discipline that searches for rule structures implementing desired outcomes under private information and self-interest, while incentive compatibility is precisely the property such a rule structure must satisfy \u2014 that each agent's best response coincides with the designer's intended action. Neither is prior. The field is defined by the property it pursues; the property is defined by its role in the field. Each makes sense only with the other already in view, as the question and its required answer."
   }
  ],
  "incident_response": [
   {
    "child": "incident_response",
    "parent": "event_lifecycle_phases",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incident Response is a specialization of Event Lifecycle Phases, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Event Lifecycle Phases supplies the genus: Decomposing a hazard-bearing event into pre-event, event, and post-event regimes and treating each phase, not the event, as the primary unit of intervention design. Incident Response preserves that general structure while adding its differentia: A system facing acute, time-critical disruption engages a temporary command regime that prioritises stabilisation over diagnosis, accepts reversible degradation, defers root-cause analysis, and compresses decision authority for the duration of the acute phase only. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "incomplete_contract": [
   {
    "child": "incomplete_contract",
    "parent": "contract",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An incomplete contract is, structurally, a contract (a rule-set fixing outcomes for some contingencies) plus the distinctive move of an acknowledged gap and designated gap-handler and governance.",
    "reason": "An incomplete contract is, structurally, a contract (a rule-set fixing outcomes for some contingencies) plus the distinctive move of an acknowledged gap and designated gap-handler and governance. contract is the canonical genus; incomplete_contract is the specific kind that deliberately leaves gaps. severs it from interface (complete contract over its cases), delegation (only the decision-right piece), and optionality (a held right) \u2014 none is the genus; contract is. Good conviction: the is a specialization of holds even though the prime is heavily framed (law/econ), because every instance is literally a contract or rule-set. Contract supplies the genus: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. Incomplete Contract preserves that general structure while adding its differentia: A rule-set that deliberately leaves gaps and designates a handler to fill them. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "inconsistent_shared_model": [
   {
    "child": "inconsistent_shared_model",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Inconsistent Shared Model contains two or more representations of one referent whose individually coherent contents cannot jointly be true.",
    "reason": "The failure is not raw data difference or evaluative disagreement; it requires separately maintained surrogates that guide inference until joint action exposes the mismatch. Representation supplies an internal constituent: Model complex ideas. Inconsistent Shared Model requires that role within this mechanism: Subsystems hold mutually incompatible models of the same external state, undetected until a forcing event requires joint action. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "index": [
   {
    "child": "index",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Not search_and_retrieval \u2014 search is the ACT; an index is a pre-built side structure that makes certain searches fast.' An index presupposes a retrieval setting it accelerates; it is the apparatus-for-retrieval, not the retrieval activity.",
    "reason": "'Not search_and_retrieval \u2014 search is the ACT; an index is a pre-built side structure that makes certain searches fast.' An index presupposes a retrieval setting it accelerates; it is the apparatus-for-retrieval, not the retrieval activity. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Index operates against that background: An auxiliary key-to-location table that makes lookup fast at the cost of maintenance. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "indexicality": [
   {
    "child": "indexicality",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indexicality is representation specialized to signs whose reference is grounded in existential, causal, or contextual connection.",
    "reason": "An index stands for an object while adding the differentia that the sign-object relation is actual contiguity or dependence rather than resemblance or arbitrary convention."
   }
  ],
  "indifference_curves": [
   {
    "child": "indifference_curves",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indifference curves presuppose preference because each curve is a level set of the agent's preference-based ordering over consumption bundles.",
    "reason": "Indifference curves presuppose preference because each curve is by definition the locus of bundles the consumer ranks as equally preferred \u2014 a level set of the preference ordering rendered visually as a curve in commodity space. Without preference as the underlying ordering on the choice set, there is no equivalence class of equally-ranked bundles to draw, no marginal rate of substitution to read off, and no ordinal structure for the curves to represent. Preference supplies the ordering primitive; indifference curves are its geometric representation."
   },
   {
    "child": "indifference_curves",
    "parent": "marginal_utility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indifference curves presuppose marginal utility because their slope \u2014 the marginal rate of substitution \u2014 is the ratio of marginal utilities of the two goods.",
    "reason": "Indifference curves presuppose marginal utility because the slope of any indifference curve at a point \u2014 the marginal rate of substitution between the two goods \u2014 is by definition the ratio of their marginal utilities. The construction of a level set of the utility function requires the partial-derivative machinery of marginal utility to determine how much of one good compensates for less of the other while keeping satisfaction constant. Marginal utility supplies the local rate-of-change apparatus that gives indifference curves their slope and curvature."
   },
   {
    "child": "indifference_curves",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indifference curves are the specific shape representation takes when consumer preferences are mapped onto level sets in commodity space.",
    "reason": "Indifference curves are the specific shape representation takes when an ordinal preference structure is mapped onto geometric level sets in commodity space. Representation's general anatomy \u2014 target, medium, faithfulness-preserving mapping under a stated convention \u2014 is structurally particularized into the consumer's preference ordering as the target, two-dimensional curves in commodity space as the medium, and the convention that movement along a curve preserves indifference. The general structured-mapping operation is preserved; the specific shape is its geometric realization that makes substitution and choice tractable through visual reasoning."
   }
  ],
  "indirection": [
   {
    "child": "indirection",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indirection is a specific kind of layering, interposing a reference between consumer and provider to decouple them.",
    "reason": "Indirection is a specialization of layering. The general pattern organizes a system into horizontal strata where each layer provides abstractions higher layers depend on while hiding internal implementation. Indirection instantiates this at minimum scale: a single interposed reference between consumer and provider, hiding the provider's identity, location, or implementation behind the reference. The reference is a one-element layer that the consumer talks through; substituting the provider does not propagate to the consumer because the layer absorbs the change. Late binding, polymorphism, and virtualization are all instances of this minimal-layer pattern."
   },
   {
    "child": "indirection",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indirection presupposes abstraction because interposing a referencing layer requires deciding which features of the provider to retain as the contract.",
    "reason": "Indirection presupposes abstraction because the referencing mechanism interposed between consumer and provider must commit to a purpose-relative projection: what features of the provider the reference exposes (the interface contract) and what it hides (identity, location, implementation). Without abstraction's judged choice of load-bearing structure, the indirection layer has no principled content to mediate -- it would have to forward everything, defeating the decoupling, late binding, and substitution that motivate it. The reference is an abstraction made concrete as a runtime handle. Abstraction supplies the prerequisite condition: Focus on core elements. Indirection operates against that background: Introduces intermediary references. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "indirection",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Indirection contains the reference-to-provider mapping that its resolution mechanism evaluates while decoupling consumer from provider.",
    "reason": "The live Indirection signature explicitly includes a single-valued mapping from each admitted reference to its provider. Remove that map and an intermediate name or handle cannot resolve, so there is only an extra object, not a usable layer of indirection. The whole adds reference lifecycle, decoupling, resolution timing, substitution, costs, and failure modes."
   }
  ],
  "infinite_regress": [
   {
    "child": "infinite_regress",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An infinite regress is a kind of dependency chain in which each element depends on a further element of the same kind without termination.",
    "reason": "An infinite regress is a specialization of dependency where the directed relation \"A relies on B being prior, present, or supplied\" iterates without natural stopping point: each justifier, explainer, or ground itself requires another of the same kind. It inherits dependency's core asymmetry but adds the structural feature that the chain is non-terminating unless exited via foundationalism, circularity, or explicit endorsement of the unbounded series. The pathology is precisely a dependency relation that fails to reach a base case."
   },
   {
    "child": "infinite_regress",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An infinite regress is a kind of reflexivity in which the chain loops back to reference itself when coherentist closure is taken.",
    "reason": "An infinite regress is a specialization of reflexivity in its coherentist resolution: when the unending chain of same-kind dependencies cannot be grounded foundationally, the regress can only be closed by looping back on itself, producing the self-referential structure that reflexivity formalizes. Inheriting reflexivity's pattern in which a system's representation becomes part of what is represented, infinite regress is the diagnostic shape that exposes when justification, explanation, or grounding has no exit except a return to its own starting point."
   },
   {
    "child": "infinite_regress",
    "parent": "recursion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Infinite regress is a specialization of recursion in which the self-referential chain lacks a base case and continues without terminating.",
    "reason": "Infinite regress is a specialization of recursion in which the defining feature of a base case is absent: each step generates a further step of the same kind, and no terminating condition halts the chain. It inherits the recursive structure of a rule that relates each instance to a smaller or similar one, and specializes by stripping out the well-founded measure that would force termination. The same self-similar structure that grounds productive mathematical recursion, deprived of its base case, becomes the diagnostic problem of an unending justification chain."
   },
   {
    "child": "infinite_regress",
    "parent": "infinity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An infinite regress contains an unbounded same-kind sequence whose continuation beyond every finite stopping point is its infinity constituent.",
    "reason": "The dependency or justificatory relation gives a regress its domain-specific content, while the absence of any finite terminal member gives it its unbounded structure. Infinity is therefore a constituent of the regress rather than a synonym: many infinite structures are not regresses, but a genuine infinite regress cannot be reduced to any finite chain."
   }
  ],
  "informal_enforcement": [
   {
    "child": "informal_enforcement",
    "parent": "social_norms",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Informal enforcement and social norms are interdefinable complements: each norm requires diffuse sanctioning, and informal sanctioning presupposes a shared expectation.",
    "reason": "Social norms and informal enforcement are interdefinable structural complements \u2014 neither is prior; each is the negation/complement of the other. A norm without distributed disapproval is just a private preference; diffuse sanctioning without a shared expectation about how people should behave has no rule to enforce. The expectation gives the sanction its target and legitimacy; the sanctioning gives the expectation its bite and stability. They co-constitute the same order phenomenon viewed from the rule side and the enforcement side respectively."
   }
  ],
  "information_asymmetry": [
   {
    "child": "information_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Information asymmetry is a kind of asymmetry in which two parties hold unequal private knowledge relevant to their interaction.",
    "reason": "Information asymmetry is a specialization of asymmetry: the relation between two parties' knowledge states fails the swap-test \u2014 exchanging the better-informed and less-informed party changes the terms, prices, and risks of the interaction. It inherits asymmetry's directed-imbalance structure and particularizes it to the epistemic-distribution case where the relevant imbalance is who knows what, not who has what. Akerlof's lemons market is the canonical instance of asymmetry in the knowledge dimension."
   }
  ],
  "information_cascade": [
   {
    "child": "information_cascade",
    "parent": "herding_behavior",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An information cascade is a kind of herding behavior in which actors sequentially copy predecessors' choices, overriding private information.",
    "reason": "An information cascade is a specialization of herding behavior: sequential actors place more weight on the visible aggregate of prior choices than on their own private signals, producing a chain in which each subsequent decision contributes little new information. It inherits herding's commitment to crowd-imitation under uncertainty and the resulting collective divergence from integrated-private-signal outcomes, particularized to the Bayesian-rational case Bikhchandani, Hirshleifer, and Welch formalized where copying is locally optimal given observed history."
   }
  ],
  "information_hiding": [
   {
    "child": "information_hiding",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information hiding is a deliberately-drawn boundary with a controlled-access policy (concealed-side vs visible-side); it presupposes a boundary as its load-bearing element.",
    "reason": "Information hiding is a deliberately-drawn boundary with a controlled-access policy (concealed-side vs visible-side); it presupposes a boundary as its load-bearing element. Boundary supplies the prerequisite condition: Defines system limits. Information Hiding operates against that background: Deliberately concealing internal facts behind a stable public surface to control dependencies. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "information_hiding",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Both present a simplified surface over a complex interior; frames hiding as a change-protection-motivated specialization adjacent to abstraction (which selects for comprehension).",
    "reason": "Both present a simplified surface over a complex interior; frames hiding as a change-protection-motivated specialization adjacent to abstraction (which selects for comprehension). Abstraction supplies the genus: Focus on core elements. Information Hiding preserves that general structure while adding its differentia: Deliberately concealing internal facts behind a stable public surface to control dependencies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "information_locality": [
   {
    "child": "information_locality",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information Locality becomes discriminating only when candidate owners differ in access to information material to the criterion they might own.",
    "reason": "If all candidate levels possessed the same relevant information, moving responsibility among them would create no information-locality consequence; unequal, non-interchangeable informational positions generate the placement constraint."
   }
  ],
  "information_scent": [
   {
    "child": "information_scent",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information scent is the cue-guided traversal mechanism within search that applies when the space is too large to enumerate and the goal is not directly perceptible.",
    "reason": "Information scent is the cue-guided traversal mechanism within search that applies when the space is too large to enumerate and the goal is not directly perceptible. 'the cue-guided traversal mechanism within search,' absent in exhaustive enumeration and direct retrieval. Presupposes the search-and-retrieval problem. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Information Scent operates against that background: An agent navigates a partially-known space by reading local cues at decision points that predict the value of going further, with cue-destination correlation governing traversal efficiency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "information_use_license": [
   {
    "child": "information_use_license",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Information Use License is the already-transmitted-information species of a present act binding future conduct to another party under release and breach terms.",
    "reason": "An Information Use License is the already-transmitted-information species of a present act binding future conduct to another party under release and breach terms. A recipient presently self-binds a future course on which a relying party may depend, with a before/after boundary, release conditions, and breach consequence. The bound future conduct is specifically the use, attribution, or disclosure of information the recipient has already received and cannot unlearn."
   }
  ],
  "inheritance": [
   {
    "child": "inheritance",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Inheritance is the specific dependency of a derivative on a parent ALONG A LINEAGE, with default carry-over and substitutability \u2014 a specialization of bare dependency ('not dependency in general').",
    "reason": "Inheritance is the specific dependency of a derivative on a parent ALONG A LINEAGE, with default carry-over and substitutability \u2014 a specialization of bare dependency ('not dependency in general'). Dependency supplies the genus: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Inheritance preserves that general structure while adding its differentia: Transmitting structure along a lineage by default, with selective override. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "inherited_substrate_risk": [
   {
    "child": "inherited_substrate_risk",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Inherited-substrate risk operates on a borrowed substrate the system relies on without re-deriving it; it presupposes a dependency relation and adds the audit-boundary asymmetry and latent origin condition.",
    "reason": "Inherited-substrate risk operates on a borrowed substrate the system relies on without re-deriving it; it presupposes a dependency relation and adds the audit-boundary asymmetry and latent origin condition. 'every inherited substrate is a dependency' but adds a direction-of-attention claim. Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Inherited-Substrate Risk operates against that background: A system built on a borrowed or inherited substrate carries forward latent conditions of the substrate's origin through an inheritance channel that the new system's audit boundary does not cross, so the risk concentrates exactly where attention does not. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "injectivity": [
   {
    "child": "injectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Injectivity is a Function Mapping specialized by the no-collision requirement that distinct inputs receive distinct outputs.",
    "reason": "Both have a declared domain, codomain, and single-valued assignment from inputs to outputs. Injectivity adds the strict differentia that no two distinct inputs share an output, yielding recoverability by a left inverse on the image. General Function Mappings may collide or leave distinctions unrecoverable, so the relation is strict subsumption."
   }
  ],
  "innovation_sandbox": [
   {
    "child": "innovation_sandbox",
    "parent": "containment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Innovation Sandbox presupposes Containment, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Containment supplies the prerequisite condition: Holding a hazard, process, or agent within a deliberately maintained perimeter to prevent its spread or uncontrolled interaction with the surroundings. Innovation Sandbox operates against that background: A bounded enclosure where prohibited or untested behaviour runs without its consequences escaping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "inoculation_theory": [
   {
    "child": "inoculation_theory",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inoculation is learning specialized to durable defensive updating from attenuated pre-exposure paired with successful response.",
    "reason": "Experience with a weakened threat changes retained internal state so later behavior or prediction resists the threat family; adaptive memory, generalization, and booster decay supply the child's differentia."
   }
  ],
  "input_partition": [
   {
    "child": "input_partition",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Input Partition presupposes Conservation Laws because its defining closure requires the named output channels to account for the incident quantity without unexplained creation or loss.",
    "reason": "The split is closed only when every unit of incident quantity is assigned to one named output channel, including any explicitly modeled conversion or loss channel. Without conservation across the accounting boundary, the output amounts need not sum to the input and the complement or sum-to-one inference fails. Input Partition is the routing-and-closure operation; Conservation Laws supplies the invariant that makes that closure valid."
   }
  ],
  "input_pressure": [
   {
    "child": "input_pressure",
    "parent": "flow",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Input Pressure is the externally sourced, sustained-rate specialization of Flow acting as load on a bounded receiving system.",
    "reason": "Flow supplies quantity per time across a boundary; Input Pressure fixes source externality, persistence, rate distribution, bounded response, and driver-side factoring. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Flow: Structured movement of energy, matter, or information. Input Pressure adds the local frame and commitments expressed in its identity: A sustained external input rate acts as the load variable a bounded receiving system must absorb or respond to. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "inquiry_based_learning": [
   {
    "child": "inquiry_based_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inquiry-based learning is a specific pedagogy in which the structured encounter takes the form of investigating questions like disciplinary practitioners.",
    "reason": "Inquiry-based learning is a specialization of pedagogy in which the instructional agent arranges the learner's encounter so that the learner formulates questions, plans investigations, gathers evidence, constructs explanations, and revises understanding \u2014 approximating disciplinary practice. It inherits pedagogy's commitment to deliberate, calibrated structuring of content engagement aimed at durable capability change, and adds the specific commitment that the structure mimics authentic inquiry rather than transmission, treating the learner's own investigative activity as the load-bearing mechanism through which the targeted capability is acquired."
   }
  ],
  "inquiry_change_learning_loop": [
   {
    "child": "inquiry_change_learning_loop",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains feedback because observed consequences must return to alter the next model-guided action.",
    "reason": "The loop contains feedback because observed consequences must return to alter the next model-guided action. Cut the evidence return path and changes can be observed but cannot correct later understanding or action, destroying the loop. parent_in_child"
   },
   {
    "child": "inquiry_change_learning_loop",
    "parent": "iteration",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains iteration because revised practical and epistemic state is carried into a subsequent pass.",
    "reason": "The loop contains iteration because revised practical and epistemic state is carried into a subsequent pass. Remove recurrence with state carried forward and there is no cross-cycle accumulation, only a one-off action study. parent_in_child"
   },
   {
    "child": "inquiry_change_learning_loop",
    "parent": "learning",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains learning because evidence must durably update the retained model or capability that selects later action.",
    "reason": "The loop contains learning because evidence must durably update the retained model or capability that selects later action. Remove durable experience-driven model change and the process may react or regulate but does not conduct cumulative inquiry. parent_in_child"
   }
  ],
  "inspection_paradox": [
   {
    "child": "inspection_paradox",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inspection paradox is the species of selection_bias where inclusion probability is PROPORTIONAL to the attribute being measured (encounter-based, length-weighted), giving a known mechanically-correctable bias E[L^2]/E[L].",
    "reason": "Inspection paradox is the species of selection_bias where inclusion probability is PROPORTIONAL to the attribute being measured (encounter-based, length-weighted), giving a known mechanically-correctable bias E[L^2]/E[L]. selection_bias is the parent. Selection Bias supplies the genus: Skewed sampling. Inspection Paradox preserves that general structure while adding its differentia: When sampling proceeds by encountering items rather than enumerating them, longer items are over-represented in proportion to their length. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "instability": [
   {
    "child": "instability",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instability presupposes feedback because perturbations grow only when an amplification loop routes output back into input.",
    "reason": "Instability is the property whereby small perturbations grow rather than decay, characterized by an amplification mechanism that overcomes restorative or dissipative tendencies. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence its subsequent input, with the sign and strength of coupling determining whether the loop opposes or reinforces. Positive feedback supplies exactly the amplification that turns small disturbances into growing deviations. Without a closed loop returning the system's behaviour to its own input, perturbations have no channel through which to compound into instability."
   },
   {
    "child": "instability",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instability presupposes equilibrium because growth-rather-than-decay of small perturbations is defined relative to a reference state's balance.",
    "reason": "Instability is the property whereby small perturbations grow rather than decay, causing departure from a reference state. The construct is meaningful only relative to a specified reference state whose balance is being assessed, and the diagnostic is the failure of restorative mechanisms to dominate amplifying ones. Equilibrium supplies that reference state \u2014 the balance condition on a named set of quantities \u2014 against which perturbations are measured. Without an underlying equilibrium concept defining the balanced state and its restorative tendency, there would be nothing for instability to deviate from."
   }
  ],
  "institution": [
   {
    "child": "institution",
    "parent": "role",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Roles are internal constituents of institutions, defining durable positions whose expectations persist across occupants.",
    "reason": "An institution is a durable, self-reproducing complex of rules, roles, and shared expectations that structures recurrent behavior beyond particular participants. Roles are internal constituents of that complex: each role defines a position with associated rights, duties, and expected conduct that remains stable as occupants change. Removing roles would eliminate the position-to-expectation structure through which an institution distributes action and reproduces itself across successive incumbents."
   },
   {
    "child": "institution",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An institution presupposes normativity because its rules and roles only function when participants treat them as prescriptions to be followed and sanctioned.",
    "reason": "An institution is a self-reproducing complex of rules and roles whose force depends on participants treating its prescriptions as binding standards: deviations are sanctioned, expectations are reproduced across generations. This requires the normative dimension \u2014 the standing distinction between correct and incorrect conduct relative to a standard, with criticism and guidance keyed to it. Without normativity's ought-side architecture, institutional rules would be mere regularities with no enforcement logic and no basis for the expectation that participants ought to comply."
   }
  ],
  "institutional_lag": [
   {
    "child": "institutional_lag",
    "parent": "institution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes institution because the temporal maladjustment it names occurs between fast-changing conditions and slow-adapting institutional rule systems.",
    "reason": "Institutional lag is the temporal maladjustment between rapidly changing material or technological conditions and the formal institutions \u2014 laws, regulators, bureaucratic procedures \u2014 that should govern them. The construction requires institutions in place as the slow-changing object whose adaptation is being measured. Institution supplies the durable self-reproducing rule-and-role complex whose stability gives it both durability and rigidity. Institutional lag is the consequence of that rigidity meeting accelerating change: the formal rule complex cannot adapt at the rate conditions demand, so it presupposes institutions as the slow-adapting reference body."
   },
   {
    "child": "institutional_lag",
    "parent": "adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes adaptation because the diagnosis only makes sense against the expectation that institutions ought to adapt to changed conditions.",
    "reason": "Institutional lag names the temporal maladjustment between fast-changing material conditions and slow-changing formal rule systems, which is intelligible only against the prior commitment that institutions ought to adapt to track the conditions they govern. Without adaptation's machinery \u2014 the process by which a system modifies internal structure in response to sustained environmental change \u2014 there would be no benchmark against which lag could be measured. Adaptation supplies the expected fit-tracking behavior whose absence or delay the lag pattern diagnoses."
   },
   {
    "child": "institutional_lag",
    "parent": "culture_lag",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes culture lag because mismatched adaptation rates between formal institutions and material conditions instantiate the general culture-lag pattern.",
    "reason": "Institutional lag names the temporal maladjustment between fast-changing material conditions and slower-changing formal institutions like laws and regulatory bodies. This is a particular case of the broader culture-lag pattern in which a society's components change at different rates, producing strain when faster components outpace slower dependents. Culture lag supplies the general structural commitment \u2014 differential adaptation rates across coupled components \u2014 that institutional lag instantiates with formal rule systems as the slow-changing side. Without the general lag pattern, the institutional case loses its analytical frame."
   }
  ],
  "instrument_interpretive_drift": [
   {
    "child": "instrument_interpretive_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A time-dependent, correlated (non-zero-mean) drift of a measurement instrument's interpretive practice while its stated spec stays fixed \u2014 a specialization of temporal degradation applied to interpretive calibration (vs a static bias removable by one calibration).",
    "reason": "A time-dependent, correlated (non-zero-mean) drift of a measurement instrument's interpretive practice while its stated spec stays fixed \u2014 a specialization of temporal degradation applied to interpretive calibration (vs a static bias removable by one calibration). Temporal Decay and Degradation supplies the genus: System properties or capabilities systematically diminish over time. Instrument Interpretive Drift preserves that general structure while adding its differentia: A measurement instrument's interpretive practice silently shifts over time while its stated specification stays fixed, contaminating longitudinal trends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "integer_linear_programming_ilp": [
   {
    "child": "integer_linear_programming_ilp",
    "parent": "linear_programming_lp",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Integer Linear Programming is Linear Programming specialized by integrality restrictions on some or all decision variables.",
    "reason": "Integer Linear Programming retains Linear Programming's linear objective and linear constraint system while adding the differentia that some or all decision variables must take integer values. Dropping that restriction yields the corresponding continuous LP relaxation. ILP therefore inherits its optimization and internal-constraint structure through LP rather than repeating those broader heads directly."
   },
   {
    "child": "integer_linear_programming_ilp",
    "parent": "discreteness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Integer linear programming presupposes discreteness because the integrality restriction on decision variables imposes the separated-states structure on the feasible set.",
    "reason": "Integer linear programming is defined by adding to linear programming the requirement that some or all decision variables take integer values, which is precisely the discreteness commitment: the variables range over an enumerable set of separated states rather than a continuum. Without discreteness's machinery \u2014 the separated-states property that admits enumeration and combinatorial reasoning \u2014 there would be no integrality to impose and the problem would collapse back to continuous linear programming. The Discreteness prime supplies the separated-states structure that integer programming requires for its yes/no, on/off, and assignment decisions."
   }
  ],
  "interface": [
   {
    "child": "interface",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An interface is the specific shape boundary takes when it adds an explicit contract specifying what crosses, what is hidden, and what guarantees hold on each side.",
    "reason": "An interface is the particularization of boundary to a setting where the demarcation between systems carries an explicit exchange protocol: a contract specifying exposed surfaces, hidden internals, signal types, and side-specific guarantees. Where boundary names the conceptual demarcation between an entity and its outside generally, interface fixes the boundary as bilateral and structured: it adds asymmetric visibility, formal protocol, and the commitment that each side can evolve independently provided the contract is honored \u2014 a richer particular form of the boundary pattern."
   }
  ],
  "interface_mismatch": [
   {
    "child": "interface_mismatch",
    "parent": "interface",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A rule-governed exchange surface is the internal locus at which an interface mismatch's offered and required contracts fail to align.",
    "reason": "Interface Mismatch contains an Interface as its defining locus. The parent supplies two sides, a bounded exchange surface, and an interaction contract; the child adds an offered-versus-required contract gap that prevents composition even though each side may remain locally workable."
   }
  ],
  "interfacial_energy": [
   {
    "child": "interfacial_energy",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interfacial energy is the per-unit-area COST a boundary carries while it exists \u2014 it presupposes a boundary (the line) and prices it.",
    "reason": "Interfacial energy is the per-unit-area COST a boundary carries while it exists \u2014 it presupposes a boundary (the line) and prices it. 'a boundary is the static line; interfacial energy is the pressure on that line.' Presupposes-parent. Boundary supplies the prerequisite condition: Defines system limits. Interfacial Energy operates against that background: A per-unit-boundary cost that scales with seam length rather than bulk, driving systems toward configurations with less total boundary unless opposed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "interference_and_contention": [
   {
    "child": "interference_and_contention",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interference and contention is a specific kind of constraint, where shared-resource competition restricts admissible concurrent throughput.",
    "reason": "Interference and contention is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Contention instantiates this with the binding condition being shared-resource capacity: when multiple processes demand a single resource, only a subset of concurrent access patterns are admissible, and exceeding capacity produces measurable degradation. It is constraint operating dynamically at the resource bottleneck: the resource's capacity binds the joint feasible region of concurrent demands, producing latency increases and dropped transactions when the bound is approached."
   },
   {
    "child": "interference_and_contention",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interference and contention presupposes concurrency because mutual interference among shared-resource consumers requires the consumers to proceed in overlapping time.",
    "reason": "Interference and contention presupposes concurrency because its mechanism is multiple simultaneous demands competing for the same limited resource: take away the time-overlapping execution and contention disappears, since sequential consumers would each get the resource in turn without mutual interference. Concurrency supplies the structural condition of overlapping loci of activity with their attendant ordering and coordination problems; contention names what happens when those overlapping activities collide on a bottleneck and degrade each other's latency, throughput, or quality."
   },
   {
    "child": "interference_and_contention",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interference and contention presupposes scarcity because competing demands for a single limited resource is the contention dynamic scarcity induces.",
    "reason": "Interference and contention presupposes scarcity because the degradation pattern -- mutual interference, queueing, dropped throughput -- arises only when simultaneous demands exceed a shared resource's capacity, which is exactly scarcity's defining condition. Without finite supply relative to demand, parallel processes do not contend; they simply proceed. Contention is scarcity manifesting at the operational interface where each consumer's presence reduces capacity for the others, making the allocation problem visible as latency rather than as price. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Interference and Contention operates against that background: Competing demands for shared bottleneck degrade throughput. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "interior_lines": [
   {
    "child": "interior_lines",
    "parent": "positional_advantage",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interior Lines is a specialization of Positional Advantage, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Positional Advantage supplies the genus: Occupying a location in a value-graded space such that the position itself confers advantage \u2014 leverage, reach, defensibility, reaction-time \u2014 independent of the resources or force held at that location. Interior Lines preserves that general structure while adding its differentia: A centrally-positioned actor with shorter paths to multiple fronts converts a positional property into a reaction-time advantage, reallocating a shared reservoir faster than a dispersed periphery can coordinate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "interleaving": [
   {
    "child": "interleaving",
    "parent": "multiplexing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interleaving is a specialization of multiplexing in which the dividing dimension is sequential order rather than a physical channel split.",
    "reason": "Interleaving is a specialization of multiplexing in which the dividing scheme is time-order within a single sequence: multiple logically distinct item-streams share one resource by alternating their slots rather than each owning a contiguous run. It inherits the general multiplexing commitment of many logical channels over one physical substrate, with the resource partitioned so streams remain non-interfering and a reverse operation can separate them. Its distinctive specialization is that the dividing dimension is fine-grained sequential interleave, which buys the discrimination-forcing and fault-scattering properties characteristic of the pattern."
   }
  ],
  "intermittency": [
   {
    "child": "intermittency",
    "parent": "rhythm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Intermittency presupposes rhythm because identifying bursts as exceptional requires a baseline expectation of patterned recurrence against which they register as exceptional.",
    "reason": "Intermittency presupposes rhythm because its central claim is that activity is dominated by rare bursts separated by long quiet intervals, which only registers as a structural pattern against an implicit expectation of how events should be distributed in time. Rhythm supplies that expectation: it organizes time into a parsable frame of grouping, accent, and interval, against which deviations stand out. Without a rhythmic background frame defining what counts as on-time or as smooth flow, the burst-and-quiet signature collapses into mere unstructured variation with nothing to mark its exceptionality."
   },
   {
    "child": "intermittency",
    "parent": "heavy_tailed_distributions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intermittency is a specialization of heavy-tailed distributions in which rare high-amplitude bursts dominate an otherwise quiescent signal.",
    "reason": "Intermittency is a specialization of heavy-tailed distributions. Specifically, it instantiates the rare-extremes-dominate-aggregates pattern in the time-series subclass: signal amplitude distributions exhibit heavy tails (flatness above 3, burst clustering, multifractal spectra) so that quiet periods contribute little to totals while sporadic bursts contribute most of the variance and higher moments. Like other heavy-tailed phenomena, it inverts the assumption that the bulk governs behavior; intermittency is the temporal subclass where burst-and-quiet cycling makes the dominance of rare events visible as activity profile."
   }
  ],
  "internal_intensification": [
   {
    "child": "internal_intensification",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Internal intensification is a structured trade-off between two qualitatively distinct cost structures (densify-within-boundary vs expand-boundary).",
    "reason": "Internal intensification is a structured trade-off between two qualitatively distinct cost structures (densify-within-boundary vs expand-boundary). concedes 'a pure capacity-cost comparison with no boundary at stake is ordinary trade_offs' \u2014 this prime is the boundary-laden specialization. Trade-offs supplies the genus: Balancing competing priorities. Internal Intensification preserves that general structure while adding its differentia: A system needing more capacity densifies, deepens, or re-uses underused positions inside its existing boundary before expanding the boundary outward, a choice between two qualitatively different cost structures that compounds over the trajectory of growth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "interoperability": [
   {
    "child": "interoperability",
    "parent": "modularity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interoperability is a specific kind of modularity, requiring components to compose via shared interface specifications.",
    "reason": "Interoperability is a specialization of modularity. The general pattern decomposes a system into discrete components with stable interfaces defining what each provides and depends on, enabling independent design and modification. Interoperability instantiates this across system boundaries: distinct, independently-designed systems can compose and cooperate provided they conform to shared specifications, moving from one-off integration to systematic compatibility. The shared protocol or standard is the stable interface; conformance is the modularity commitment extended across organizational and implementation boundaries. It is modularity as the ecosystem-level capacity for any two protocol-conforming systems to interoperate."
   },
   {
    "child": "interoperability",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interoperability is a specialization of compatibility that achieves cross-system function through shared standards rather than pairwise adaptation.",
    "reason": "Interoperability is a specialization of compatibility. Specifically, it instantiates the relational coexist-and-compose-without-breakage property by routing the alignment through explicitly agreed-upon standards, interfaces, or protocols, so that any two systems conforming to the spec can communicate and coordinate. Where compatibility names the broad condition that entities can interact without contradiction, interoperability is the engineered subclass where the alignment is achieved systematically and scalably via shared specifications rather than one-off bridges between particular pairs."
   }
  ],
  "interpretation": [
   {
    "child": "interpretation",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interpretation presupposes representation because recovering meaning from a substrate requires that substrate already encode something interpretable.",
    "reason": "Interpretation is the activity of recovering meaning, intent, or applicable function from a representational substrate \u2014 sign, text, dataset, behavior, trace \u2014 within a framework that makes some readings available and others not. The operation presupposes a representation: a structured mapping where features of the medium correspond to features of a target under some convention. Representation supplies that substrate with its faithfulness claim. Without an underlying representation carrying encoded structure, interpretation would have nothing to decode and no convention against which to test the legitimacy of a reading."
   }
  ],
  "intersection": [
   {
    "child": "intersection",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Set-and-membership supplies the collections and the \u2208 test; intersection is one OPERATION on them.' Intersection presupposes the set apparatus and adds the simultaneous-AND combiner.",
    "reason": "'Set-and-membership supplies the collections and the \u2208 test; intersection is one OPERATION on them.' Intersection presupposes the set apparatus and adds the simultaneous-AND combiner. Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Intersection operates against that background: The elements common to all of several collections. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "intervention_coupled_harm": [
   {
    "child": "intervention_coupled_harm",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'this prime is the specific coupling of a beneficial mechanism's output to a harmful output through one inseparable step' \u2014 a specialization of coupling.",
    "reason": "'this prime is the specific coupling of a beneficial mechanism's output to a harmful output through one inseparable step' \u2014 a specialization of coupling. The 0.858 nearest neighbour is coupling, the genuine genus (here child-not-parent). Coupling supplies the genus: Interdependence among subsystems. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "intervention_coupled_harm",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sharper case of trade_offs where the harm-benefit ratio is FIXED BY THE mechanism (not independently dialable).",
    "reason": "Sharper case of trade_offs where the harm-benefit ratio is FIXED BY THE mechanism (not independently dialable). frames it explicitly against generic trade_offs. Trade-offs supplies the genus: Balancing competing priorities. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "intervention_coupled_harm",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The harm is by definition a state change outside the intervention's declared benefit interface, riding the same channel as the benefit.",
    "reason": "The harm is by definition a state change outside the intervention's declared benefit interface, riding the same channel as the benefit. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "intervention_induced_model_invalidation": [
   {
    "child": "intervention_induced_model_invalidation",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention-Induced Model Invalidation is Reflexivity specialized to a model or calibrated relationship becoming an input to the represented system and thereby undermining its own validity.",
    "reason": "The representation enters the causal loop: it selects, justifies, or parameterizes an intervention; affected actors or mechanisms respond; and the relationship the representation encoded changes. Reflexivity is broader and also includes self-fulfilling stabilization, recursive representation, and self-reference that need not invalidate a model."
   },
   {
    "child": "intervention_induced_model_invalidation",
    "parent": "concept_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention-Induced Model Invalidation is Concept Drift specialized to endogenous change caused by deploying an action based on the calibrated rule itself.",
    "reason": "It retains Concept Drift's learned relationship, calibration regime, stationarity assumption, changed input-outcome mapping, and silent loss of validity. It adds a causal restriction: the shift is produced by the intervention or control action whose justification depended on that relationship, rather than by an independently moving world."
   }
  ],
  "intervention_stack_accretion": [
   {
    "child": "intervention_stack_accretion",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention Stack Accretion is a specialization of Ratchet Effect, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Intervention Stack Accretion preserves that general structure while adding its differentia: A system accumulates concurrently active interventions, each justified at add-time, whose joint cost grows super-linearly and whose removal requires a distinct named operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "intrinsic_ceiling_vs_input": [
   {
    "child": "intrinsic_ceiling_vs_input",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Intrinsic Ceiling vs Input strictly presupposes a response mapping from which its independent ceiling and input-to-approach coordinates are read.",
    "reason": "Every admissible instance in the prime's identity has quantifiable input, response, an asymptote, and an EC50-like position. The source calls the dose-response curve the empirical object and the prime the decision discipline read from it; no exception is supplied that lacks the mapping. The inherited typical qualifier therefore understates a strict identity dependency."
   }
  ],
  "invasive_species": [
   {
    "child": "invasive_species",
    "parent": "release_from_controlling_context",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Invasive_species is the ecology-specific child; this is the substrate-general parent covering virgin-soil epidemics, financial-instrument export, platform diffusion, regulatory arbitrage.",
    "reason": "Invasive_species is the ecology-specific child; this is the substrate-general parent covering virgin-soil epidemics, financial-instrument export, platform diffusion, regulatory arbitrage. Release From Controlling Context supplies the genus: An actor's intrinsic dynamics, calibrated by a home context's constraints, run unconstrained when moved to a recipient context lacking them. Invasive Species preserves that general structure while adding its differentia: A newcomer enters a system whose native controls are absent or weak against it, and outpaces them to spread and displace incumbents before the system can adapt. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "inversion": [
   {
    "child": "inversion",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inversion is a specific kind of symmetry, reversing a relation or sequence while preserving some underlying equivalence.",
    "reason": "Inversion is a specialization of symmetry. The general pattern is invariance under a specified group of transformations, with the algebraic commitment that the transformation leaves a stated feature unchanged. Inversion instantiates this with the transformation being reversal (of a relation, sequence, or dependency chain), and the preserved feature being some underlying element or equivalence (composition with the inverse returns the identity). Jacobi's invert-always-invert heuristic exploits the fact that the inversion transformation belongs to the symmetry group of the structure, so working in the inverted regime is mathematically equivalent for many purposes."
   },
   {
    "child": "inversion",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Inversion presupposes reversibility because reversing a relation, sequence, or dependency requires that the operation admits an inverse.",
    "reason": "Inversion reverses a relation, sequence, or structure, producing the dual or converse form. This presupposes reversibility: the structural property of whether an action or transition can be undone or restored, with reversibility-as-option distinguished from irreversibility-as-commitment. Inversion can be applied only to relations and operations that admit an inverse; an irreversible process cannot be inverted in the operational sense, only reasoned about counterfactually. The existence of R^(-1) given R, and the preservation under composition with the inverse, are exactly the structural conditions reversibility names."
   },
   {
    "child": "inversion",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inversion is a specialization of transformation that reverses a relation, sequence, or dependency structure while preserving underlying equivalence.",
    "reason": "Inversion is a specialization of transformation. Specifically, it instantiates the input-rule-output mapping where the rule reverses a relation, sequence, or dependency chain (R to R-inverse, or a structure to its dual), preserving certain elements or equivalences while altering relational direction. Like other transformations, it specifies what is preserved (the underlying equivalence) and what is reshaped (the order, direction, or dependency); inversion is the subclass whose reshaping operation is reversal itself, generating regimes whose dynamics differ from the unreversed case."
   }
  ],
  "inverted_pyramid": [
   {
    "child": "inverted_pyramid",
    "parent": "prioritization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The inverted pyramid is prioritization PLUS the structural commitment to truncation-resilience: it takes an importance ranking and arranges the artifact so any prefix carries the load-bearing content and degrades gracefully.",
    "reason": "The inverted pyramid is prioritization PLUS the structural commitment to truncation-resilience: it takes an importance ranking and arranges the artifact so any prefix carries the load-bearing content and degrades gracefully. 'prioritization ranks; the pyramid arranges for truncation-resilience.' Presupposes the ranking and adds the truncation envelope and graceful-degradation invariant. Prioritization supplies the prerequisite condition: Ordering competing claims on finite resources by a value or urgency metric to produce a ranked sequence of action under constraint, making explicit what gets done first and what does not get done at all. Inverted Pyramid operates against that background: A communication ordered so the most decision-relevant content appears first, in decreasing order of importance, degrading gracefully under truncation from the bottom. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "inverted_u_response": [
   {
    "child": "inverted_u_response",
    "parent": "nonlinearity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The inverted-U is a single-peaked non-monotone (hence nonlinear) response shape with an interior optimum where the first derivative is zero.",
    "reason": "The inverted-U is a single-peaked non-monotone (hence nonlinear) response shape with an interior optimum where the first derivative is zero. It is a specialization of nonlinearity (disproportionate, non-proportional output)."
   }
  ],
  "invisible_affordance": [
   {
    "child": "invisible_affordance",
    "parent": "affordance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Invisible Affordance is a genuine affordance whose action-possibility exists but is absent from every surface the prospective user reliably samples.",
    "reason": "Invisible Affordance inherits Affordance's real agent-environment fit: the capability genuinely supports an action for the relevant user. It adds an announcement apparatus, a sampled-surface set, and a mismatch that excludes the real option from the user's perceived option set. An invisible affordance cannot lack the underlying affordance, while ordinary affordances may be visible; the relation is therefore strict one-way specialization rather than a sibling analogy."
   }
  ],
  "irreducible_floor": [
   {
    "child": "irreducible_floor",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The floor 'is a constraint, formally a binding inequality at the optimum' but adds the two-level structure (intra-regime vs structural lever) the general constraint concept does not carry.",
    "reason": "The floor 'is a constraint, formally a binding inequality at the optimum' but adds the two-level structure (intra-regime vs structural lever) the general constraint concept does not carry. It is a specialization of constraint, specialized to a mechanism-generated bound that transfers variance when over-driven. Constraint supplies the genus: Limits possibilities to guide outcomes. Irreducible Floor preserves that general structure while adding its differentia: A quantity of interest has a structural lower (or upper) bound that the available proximate levers cannot push past without inducing pathology elsewhere, because the floor is a consequence of the system's generating mechanism rather than a target the operator chose. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "irreversibility": [
   {
    "child": "irreversibility",
    "parent": "reversibility_and_irreversibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Irreversibility is a specialization of reversibility-and-irreversibility focused specifically on the one-way pole of the dual structure.",
    "reason": "Irreversibility is a specialization of the broader reversibility-and-irreversibility structure, isolating the case where the process has a privileged direction and restoration to the prior state is structurally precluded without compensating environmental change. It inherits the general framework of whether system transitions can be undone and specializes by fixing the answer to one-way: entropy increase, lost information, broken-symmetry selections, sunk costs that cannot be recovered. The reversibility-irreversibility pair frames the dual options; irreversibility names the commitment pole \u2014 locked-in resources, closed pathways, thermodynamic or practical infeasibility of return."
   }
  ],
  "isomorphism": [
   {
    "child": "isomorphism",
    "parent": "bijectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Isomorphism is Bijectivity specialized by two-sided preservation of the named operations, relations, order, topology, or other structure.",
    "reason": "Every isomorphism is a one-to-one and onto mapping with a unique inverse. It adds the strict differentia that both the mapping and its inverse preserve the structure declared for the objects. Arbitrary bijections need preserve only cardinality, so Bijectivity is the immediate set-level genus."
   },
   {
    "child": "isomorphism",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Isomorphism presupposes invariance because a structure-preserving bijection is the family of transformations under which the structure is preserved.",
    "reason": "Isomorphism presupposes invariance because the structure-preservation requirement on the bijection -- group operation, graph adjacency, vector-space linearity, topology -- is exactly the joint commitment to a named preserved feature under a named family of transformations. The isomorphism is the transformation, and the preserved structure is what makes it an isomorphism of that kind rather than a mere bijection. Without invariance's framing of preserved-feature-under-operations, there is no criterion separating structure-preserving maps from arbitrary set-bijections. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Isomorphism operates against that background: Structure-preserving mapping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "jevons_paradox": [
   {
    "child": "jevons_paradox",
    "parent": "efficiency_rebound",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Jevons Paradox is the more-than-full Efficiency Rebound region in which demand expansion reverses the sign and raises total resource use.",
    "reason": "It inherits the efficiency gain, effective-cost reduction, expandable demand, aggregate recombination, and graded offset. It adds the strict magnitude condition that rebound exceeds 100 percent, so total input use rises rather than merely falling less than expected."
   }
  ],
  "joint_attention": [
   {
    "child": "joint_attention",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Joint attention is not 'more attention' but a second-order multi-agent relation BUILT ON attention ('built on top of it') \u2014 two+ attenders plus mutual registration.",
    "reason": "Joint attention is not 'more attention' but a second-order multi-agent relation BUILT ON attention ('built on top of it') \u2014 two+ attenders plus mutual registration. It presupposes attention; it does not subsume it. Attention supplies the prerequisite condition: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Joint Attention operates against that background: Two or more agents share an attentional target and each knows the other attends to it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "joint_vs_separate_evaluation": [
   {
    "child": "joint_vs_separate_evaluation",
    "parent": "evaluation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Joint-vs-Separate Evaluation presupposes Evaluation because it is a mode effect defined over procedures that map criteria and attributes into verdicts.",
    "reason": "The phenomenon cannot occur without an Evaluation: both joint and separate modes evaluate the same bounded options, but each mode changes the criterion frame by making a different subset of attributes evaluable and therefore can change the verdict. Evaluation supplies the common operation on which the mode toggle acts. Comparison remains foundational through Evaluation; the old direct edge was a flattened shortcut and was only typical because comparison is engaged explicitly in joint mode but suppressed in separate mode."
   },
   {
    "child": "joint_vs_separate_evaluation",
    "parent": "context_dependent_preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Joint versus Separate Evaluation is the evaluation-procedure species in which simultaneous comparison changes attribute evaluability and can reverse judgments.",
    "reason": "Joint versus Separate Evaluation is the evaluation-procedure species in which simultaneous comparison changes attribute evaluability and can reverse judgments. The evaluated objects remain fixed while a change in their comparison context changes their ordering or valuation. The manipulated context is whether alternatives are evaluated together or separately, and the mechanism is mode-dependent attribute evaluability."
   }
  ],
  "journalistic_objectivity": [
   {
    "child": "journalistic_objectivity",
    "parent": "procedural_fairness_due_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frames detached verification as the SUBCLASS of procedural_fairness_due_process aimed specifically at neutralizing an interested party's path to the verifier ('procedural fairness is the genus; detached verification is the conflict-of-interest-cutting species').",
    "reason": "Frames detached verification as the SUBCLASS of procedural_fairness_due_process aimed specifically at neutralizing an interested party's path to the verifier ('procedural fairness is the genus; detached verification is the conflict-of-interest-cutting species'). A specialization. Procedural Fairness (Due Process) supplies the genus: Due process. Journalistic Objectivity preserves that general structure while adding its differentia: A claim is licensed by a procedure whose authority depends on holding the verifier structurally outside the interests at stake, so preferred-outcome leakage is made expensive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "juxtaposition": [
   {
    "child": "juxtaposition",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Juxtaposition is a specialization of comparison in which proximity placement is the alignment rule and relational reading is the output.",
    "reason": "Juxtaposition is a kind of comparison specialized by its alignment mechanism: placing elements in close spatial, temporal, or conceptual proximity so that their relational reading becomes the primary content-carrying feature. It inherits comparison's commitment to placing items under a shared frame with an alignment rule that yields a relational output, and supplies the specific case where the alignment rule is unmediated adjacency and the output is whatever meaning, contrast, or connection the audience derives from the bare pairing without explicit comparative markers."
   },
   {
    "child": "juxtaposition",
    "parent": "contrast",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Juxtaposition presupposes contrast because relational placement of elements derives its content from the perceptually emphasized differences between them.",
    "reason": "Juxtaposition presupposes contrast because placing elements in close proximity produces relational content only when the difference between them is perceptually or cognitively detectable as emphasized. Without contrast's mechanism of foregrounding differences against a background of less-prominent features, mere co-location of elements would not produce meaning beyond the elements themselves. Contrast supplies the difference-detection that makes the bare adjacency content-bearing; juxtaposition is then the specific compositional move that arranges elements to exploit that contrast as the primary message."
   }
  ],
  "kairos": [
   {
    "child": "kairos",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Kairos is the specific structure within temporal_dynamics where action effectiveness is conditional on a transient receiving-system state the actor must detect and reach within.",
    "reason": "Kairos is the specific structure within temporal_dynamics where action effectiveness is conditional on a transient receiving-system state the actor must detect and reach within. 'temporal_dynamics is the broad study; kairos is the specific structure.' A specialization. Temporal Dynamics supplies the genus: System outcomes depend fundamentally on timing, sequencing, duration. Kairos preserves that general structure while adding its differentia: An action's effectiveness depends not on its own quality but on its alignment with a transient state of the receiving system \u2014 a window that opens and closes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "keynesian_beauty_contest": [
   {
    "child": "keynesian_beauty_contest",
    "parent": "coordination_problem_and_equilibrium_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The beauty contest is a coordination game, but a peculiar one whose target is RECURSIVE (the population's own expectation) rather than an exogenous landmark.",
    "reason": "The beauty contest is a coordination game, but a peculiar one whose target is RECURSIVE (the population's own expectation) rather than an exogenous landmark. A specialization of coordination_problem_and_equilibrium_selection where the focal point is a belief about a belief. Coordination Problem and Equilibrium Selection supplies the genus: Multiple stable equilibria require alignment on single outcome. Keynesian Beauty Contest preserves that general structure while adding its differentia: The rational choice is not what you most prefer, nor what you think others prefer, but what you think others believe others will choose. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "last_mile_delivery": [
   {
    "child": "last_mile_delivery",
    "parent": "economies_of_scale",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Last Mile Delivery contains upstream Economies of Scale whose shared trunk amortizes cost across volume, creating the cost contrast that makes endpoint delivery disproportionately expensive.",
    "reason": "The pattern requires a consolidated upstream channel whose average cost falls as shared volume amortizes fixed coordination, transport, or infrastructure. Removing those trunk economies erases both the trunk-versus-endpoint contrast and the growing-share invariant by which upstream improvement makes the last mile more dominant. Economies of Scale is therefore a constituent of the mechanism, not a claim that last-mile work itself enjoys scale economies."
   },
   {
    "child": "last_mile_delivery",
    "parent": "variability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Last Mile Delivery contains endpoint Variability because differences in location, access, timing, language, infrastructure, behavior, or trust defeat the trunk's consolidation logic.",
    "reason": "The final segment must adapt separately to heterogeneous endpoints, and its cost scales with their cross-instance differences rather than with trunk volume. If endpoints are interchangeable, the shared channel can extend to them and the characteristic last-mile concentration disappears. Variability is thus a load-bearing constituent, while Last Mile Delivery adds the consolidated trunk, interface adaptation, and growing cost-share relation."
   }
  ],
  "last_mile_failure": [
   {
    "child": "last_mile_failure",
    "parent": "bottleneck",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Last-Mile Failure is typically a specialization of Bottleneck, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bottleneck supplies the genus: The single limiting stage that caps an entire system's throughput. Last-Mile Failure preserves that general structure while adding its differentia: A distribution network's per-unit cost, latency, and failure rate spike at the final stage where its geometry fans out from few-trunks-carrying-much to many-leaves-each-carrying-little, so upstream throughput overstates endpoint coverage. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "latency": [
   {
    "child": "latency",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Latency is a specific kind of constraint, binding system response time below an irreducible transit minimum.",
    "reason": "Latency is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Latency instantiates this with the binding condition being the irreducible time interval between stimulus and observable response: no configuration can produce a response faster than the transit cost through the channel or pathway. The bound is physical (signal propagation, processing time, dead time) rather than statistical, and it partitions the achievable response-time region. It is constraint operating along the time dimension as an irreducible lower bound on signal transit."
   },
   {
    "child": "latency",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Latency presupposes time because the irreducible interval between stimulus and response is a temporal duration measured along time's ordering.",
    "reason": "Latency is the irreducible time interval between stimulus and observable response \u2014 the transit cost of a single signal through a channel or process. The construct is constitutively temporal: it measures the gap between an input event and its corresponding output event along the earlier-to-later dimension. Time supplies that ordering with measurable duration and irreversible succession. Without time as a structural foundation, there would be no interval to measure, no past input distinct from present output, and no characteristic delay distinguishing latency from throughput."
   }
  ],
  "latent_service_bundle": [
   {
    "child": "latent_service_bundle",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The bundle's invisibility is a per-category accounting frame failing to aggregate across heterogeneous categories \u2014 it presupposes the aggregation operation (and critiques its absence across categories).",
    "reason": "The bundle's invisibility is a per-category accounting frame failing to aggregate across heterogeneous categories \u2014 it presupposes the aggregation operation (and critiques its absence across categories). Loosely held; the prime is more a valuation-discipline than an aggregation specialization."
   }
  ],
  "lateral_inhibition": [
   {
    "child": "lateral_inhibition",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes figure-ground because suppressing neighbors to amplify a winner is the mechanism by which figure separates from ground.",
    "reason": "Lateral inhibition has activated elements suppress their neighbours, amplifying local differences so a single winner or sharp boundary emerges from a field of competitors. This presupposes figure-ground: the structural organization of a perceptual field into a salient figure and a recessive ground, with reciprocal mutually-exclusive assignment in which the boundary belongs to the figure. The neighbour-suppression dynamic is the computational mechanism by which a distributed system manufactures the figure-ground assignment: the more strongly an element is excited, the harder it pushes neighbours toward ground, producing the bounded shaped figure that pops out from formless context."
   },
   {
    "child": "lateral_inhibition",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes feedback because peer-to-peer mutual suppression is a closed loop in which each element's activity controls its neighbors' inputs.",
    "reason": "Lateral inhibition operates as mutual sideways suppression among peers: the more strongly an element is excited, the harder it pushes its neighbours down. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence subsequent input, closing a loop between cause and effect. Each element's activity becomes a (negative-signed) input to its neighbours' subsequent state. The contrast-enhancing dynamic that produces edges and winners depends on the closed mutual loop; without feedback's routing of output back into input, peer suppression has no mechanism by which to act on the field."
   },
   {
    "child": "lateral_inhibition",
    "parent": "contrast",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes contrast because its sideways suppression mechanism exists to amplify local differences into sharp boundaries.",
    "reason": "Lateral inhibition presupposes contrast because its functional role is precisely the construction of perceptual contrast: an activated element suppresses its neighbors, so that local differences are amplified into edges, peaks, and crisp boundaries from a smooth gradient. Contrast supplies the general structural notion that meaning, identity, and discrimination emerge through emphasized differences between elements; lateral inhibition is one distributed mechanism by which a system manufactures that discreteness without central control. Without contrast as the goal-state, mutual sideways suppression has no purpose."
   },
   {
    "child": "lateral_inhibition",
    "parent": "inhibition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lateral_inhibition is the specific SPATIAL arrangement (active units suppress neighbours to sharpen contrast) of the general applied block; plain inhibition makes no spatial/contrast commitment.",
    "reason": "lateral_inhibition is the specific SPATIAL arrangement (active units suppress neighbours to sharpen contrast) of the general applied block; plain inhibition makes no spatial/contrast commitment. inhibition is the substrate-general parent. The 0.9087 similarity resolves to parent-of, not duplicate."
   }
  ],
  "law_of_conservation_of_complexity": [
   {
    "child": "law_of_conservation_of_complexity",
    "parent": "complexity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The law presupposes complexity (the quantity it conserves) and adds two specific claims \u2014 an irreducible FLOOR and a SHIFT relation that relocates burden without lowering the total.",
    "reason": "The law presupposes complexity (the quantity it conserves) and adds two specific claims \u2014 an irreducible FLOOR and a SHIFT relation that relocates burden without lowering the total. complexity is the embedding-nearest (0.95) and the quantity the prime is about but not identical to. Complexity supplies the prerequisite condition: Measures system intricacy. Law of Conservation of Complexity operates against that background: Every problem has an irreducible complexity floor that design can shift between parties or moments but cannot reduce below the floor. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "law_of_conservation_of_complexity",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Tesler's law is adjacent to trade_offs but is CONSERVATION not exchange (file 'Not': it conserves the SAME quantity across an interface rather than swapping one good for another).",
    "reason": "Tesler's law is adjacent to trade_offs but is CONSERVATION not exchange (file 'Not': it conserves the SAME quantity across an interface rather than swapping one good for another). Trade-offs supplies the prerequisite condition: Balancing competing priorities. Law of Conservation of Complexity operates against that background: Every problem has an irreducible complexity floor that design can shift between parties or moments but cannot reduce below the floor. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "law_of_large_numbers": [
   {
    "child": "law_of_large_numbers",
    "parent": "convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The law of large numbers is convergence specialized to stochastic empirical averages or frequencies approaching their expectation under stated conditions.",
    "reason": "The law of large numbers is convergence specialized to stochastic empirical averages or frequencies approaching their expectation under stated conditions. An indexed family approaches a declared limit so that sufficiently late members lie arbitrarily close in the relevant convergence mode. The indexed family is a normalized aggregate of random observations, the limit is their expectation or long-run rate, and convergence is in probability or almost surely under probabilistic regularity conditions."
   },
   {
    "child": "law_of_large_numbers",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The law of large numbers presupposes probability because its random observations, expectation target, and convergence modes are probabilistic objects.",
    "reason": "The law of large numbers presupposes probability because its random observations, expectation target, and convergence modes are probabilistic objects. Remove probability measures, random variables, expectation, and probabilistic convergence and the theorem loses both its sequence model and limit claim. The law is a theorem inside probability theory, not a probability measure or the general apparatus for quantifying uncertainty."
   },
   {
    "child": "law_of_large_numbers",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The law contains aggregation because its empirical mean or relative frequency is constructed by combining observations into a normalized summary.",
    "reason": "The law contains aggregation because its empirical mean or relative frequency is constructed by combining observations into a normalized summary. Remove the sum, count, or empirical-measure aggregation across observations and there is no sample average or frequency whose limit can be asserted. parent_in_child"
   }
  ],
  "law_of_the_instrument": [
   {
    "child": "law_of_the_instrument",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The cross-batch note and both frame law_of_the_instrument as a bias, but a STRONGER, structurally-distinct one: the tool inventory shapes which problem is PERCEIVED (upstream construction), not just the downstream verdict.",
    "reason": "The cross-batch note and both frame law_of_the_instrument as a bias, but a STRONGER, structurally-distinct one: the tool inventory shapes which problem is PERCEIVED (upstream construction), not just the downstream verdict. is a specialization of bias, specialized to capability-shaped perception. 'often filed loosely as a cognitive bias' \u2014 admit bias as parent while preserving the perceptual-upstream distinction. Bias supplies the genus: Systematic, directional error distinct from random noise. Law of the Instrument preserves that general structure while adding its differentia: The tools an agent possesses systematically bias what it recognises as a problem, what category the problem is sorted into, and what intervention is generated \u2014 the world's joints get carved into shapes the tool can grip, and joints it cannot grip become invisible. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "layered_accumulation": [
   {
    "child": "layered_accumulation",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered accumulation is a specific kind of aggregation, retaining sequential deposition history rather than collapsing entries into a flat summary.",
    "reason": "Layered accumulation is a specialization of aggregation. The general pattern collapses many items into a unified form that retains chosen features while suppressing detail, with the function encoding a claim about what matters. Layered accumulation instantiates this with the retained feature being deposition sequence and conditions: discrete units stack in time-ordered strata, and the current state is the vertical integral of every preserved past state. The aggregation function preserves time-order and per-layer conditions rather than averaging them away. It is aggregation that retains the historical depth dimension as a readable record."
   },
   {
    "child": "layered_accumulation",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered accumulation is a specialization of layering in which strata deposit sequentially over time and preserve their conditions of formation.",
    "reason": "Layered accumulation is a specialization of layering. The general layering pattern organizes a system into stacked strata with each layer providing services or abstractions to the next. Layered accumulation specializes by adding two commitments: the layers deposit sequentially in time-ordered fashion, and each layer preserves the conditions of its deposition so the stratigraphy reads as a record of history. The horizontal-strata architecture is retained, with the additional temporal-deposition and history-preservation properties making the stack a readable archive."
   },
   {
    "child": "layered_accumulation",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered Accumulation is a specialization of Accumulation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Accumulation supplies the genus: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Layered Accumulation preserves that general structure while adding its differentia: Sequential time-ordered deposition in which each new layer rests atop the prior ones, so the position of a layer encodes when it formed and the stack becomes a readable record of history. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "layered_coordination_oversight": [
   {
    "child": "layered_coordination_oversight",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered coordination and oversight is a specialization of coordination in which alignment is achieved through tiers of authority with bounded scope.",
    "reason": "Layered coordination and oversight is a specialization of coordination in which the alignment of independently controlled actors is achieved through multiple tiers of authority, each responsible for tasks at its own scope, with higher tiers providing strategy, resources, and conflict resolution and lower tiers retaining routine decision rights. It inherits coordination's general apparatus of aligning distributed actors into coherent collective outcomes and specializes by fixing the mechanism to tier differentiation with downward flows of strategy and resources, upward flows of reporting and escalation, and within-tier peer coordination."
   }
  ],
  "lazy_evaluation": [
   {
    "child": "lazy_evaluation",
    "parent": "postponement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lazy Evaluation is a specialization of Postponement, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Postponement supplies the genus: Delay the point at which a system commits to a final configuration until more information about which configuration is wanted arrives, trading earliness for accuracy. Lazy Evaluation preserves that general structure while adding its differentia: Defer work until its result is actually demanded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "lead_and_support_hierarchy": [
   {
    "child": "lead_and_support_hierarchy",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Lead-and-support PRODUCES a figure-ground organisation across channels \u2014 figure_ground is the effect, deference design is the craft.",
    "reason": "Lead-and-support PRODUCES a figure-ground organisation across channels \u2014 figure_ground is the effect, deference design is the craft. It presupposes figure_ground (the perceptual foreground/background the craft authors) and adds the active cross-channel deference apparatus along four axes. Figure-Ground supplies the prerequisite condition: Perceptual organization of a field into salient figure and receding ground. Lead-and-Support Hierarchy operates against that background: When multiple simultaneous channels carry related content, one channel takes the lead while the others provide coordinated, structurally subordinate support that actively defers to it in prominence, timing, and register, producing a figure-ground hierarchy across the channels. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "learned_helplessness": [
   {
    "child": "learned_helplessness",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learned helplessness is a specialization of learning in which the acquired internal capability is a belief that action and outcome are independent.",
    "reason": "Learned helplessness is a kind of learning specialized to a maladaptive content: the durable update an agent acquires is a generalized representation that its actions do not control outcomes. It inherits learning's general commitment that experience produces a durable change in internal state altering future behavior, and adds the specific case where uncontrollable aversive exposure produces a learned non-contingency belief that then suppresses escape attempts even when escape becomes possible \u2014 a real learning episode whose acquired model is a wrong, action-suppressing one."
   }
  ],
  "learning": [
   {
    "child": "learning",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning is a specialization of adaptation in which an agent's internal capability is the structure modified in response to experience.",
    "reason": "Learning is a kind of adaptation specialized to an agent's internal cognitive or behavioral capability. Both share the adaptation pattern of modifying internal structure in response to sustained environmental input so that continued functioning under new conditions improves. Learning narrows the substrate to knowledge, skill, model, or behavior held by an agent, and narrows the trigger to experience or information. The broader adaptation prime spans physiological, developmental, and evolutionary modification; learning is the particular case where the modified system is an information-processing agent whose future predictions or performance change as the durable trace of acquisition."
   },
   {
    "child": "learning",
    "parent": "memory_consolidation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Memory Consolidation is an internal stabilization phase of Learning when durable change depends on converting a fragile trace into stable memory.",
    "reason": "Learning produces a durable, experience-driven change in an agent's knowledge, capability, model, or behavior. Where that durability is achieved through a newly encoded memory trace, Memory Consolidation is the internal stabilization phase that converts the initially fragile trace into a persistent form capable of affecting later performance. The relation is conditional because some learning mechanisms update behavior or parameters without a separately identifiable fragile-to-stable memory stage."
   }
  ],
  "learning_curve_effects": [
   {
    "child": "learning_curve_effects",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning curve effects are a specialization of increasing returns in which unit cost or error rate falls as cumulative experience grows.",
    "reason": "Learning curve effects are a kind of increasing returns specialized to cumulative practice as the state variable: each doubling of cumulative output yields a roughly constant fractional improvement in unit cost, time, or error rate. They inherit the general pattern that the marginal benefit of additional accumulation rises rather than falls, producing self-reinforcing advantage and lock-in for the practitioner, and supply the specific case where the accumulating variable is repetitions performed and the increasing-returns mechanism is acquired skill rather than scale, demand-side adoption, or expectational feedback."
   },
   {
    "child": "learning_curve_effects",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Learning curve effects presuppose learning because the predictable cost decline with cumulative experience is a downstream signature of durable self-update.",
    "reason": "Learning curve effects describe the empirical regularity that unit cost, time, or error rate falls predictably with cumulative experience, often following a power law. The pattern is parasitic on actual learning happening: without durable experience-driven self-update of the producing agent's internal capability, repetition would yield no improvement. Learning supplies the underlying durable update mechanism; the learning curve is its aggregate quantitative signature visible in production data. So learning curve effects presuppose learning as the underlying capability change that produces the observable cumulative-volume improvement."
   }
  ],
  "learning_substrate_contamination": [
   {
    "child": "learning_substrate_contamination",
    "parent": "learning",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning-substrate contamination contains a normal learning process whose durable update converts adversarially selected evidence into later behavior.",
    "reason": "The adversary shapes experience or evidence rather than directly writing retained state. A learner must incorporate that substrate and preserve its influence for the later distortion to exist."
   }
  ],
  "legacy_integration": [
   {
    "child": "legacy_integration",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Legacy integration presupposes dependency because preserving institutional knowledge across rupture requires explicit linkage between new and prior systems.",
    "reason": "Legacy integration presupposes dependency because maintaining practice continuity, institutional knowledge, or cultural identity across discontinuous shifts requires that the new structure be linked to and rely on elements of the prior one. Without dependency's directed reliance relation, the post-rupture system could simply discard the legacy without consequence; legacy integration arises precisely because functions, data, or commitments in the new structure remain bound to artifacts from the old. Dependency supplies the structural couplings that make integration \u2014 rather than clean replacement \u2014 the operative engineering or organizational choice."
   },
   {
    "child": "legacy_integration",
    "parent": "continuity_vs_rupture",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Legacy integration is the specific shape continuity-vs-rupture takes when accumulated institutional knowledge is selectively preserved across a discontinuous structural change.",
    "reason": "Legacy integration is the continuity-side particularization of the continuity-versus-rupture dimension: in the face of a discontinuous organizational shift, the practice selectively threads elements of the predecessor system into the successor structure, producing layered continuity rather than clean rupture. Where the parent prime situates change between fully continuous evolution and full discontinuous break, legacy integration specifies the active choice to preserve causal and epistemic continuity across what would otherwise be a sharp organizational boundary."
   }
  ],
  "legibility": [
   {
    "child": "legibility",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Legibility is Abstraction specialized to retaining the features a distant actor can compare and act on while discarding heterogeneous local context.",
    "reason": "It preserves purpose-relative selection from a richer target and fixes the purpose to observation, comparison, coordination, or control at a distance. The child adds an administrative vantage, standardized categories, an action interface, and characteristic loss of local knowledge."
   },
   {
    "child": "legibility",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Legibility contains a simplified Representation through which the distant actor sees and acts on selected features of the richer target.",
    "reason": "A census, cadastral map, KPI dashboard, schema, or classification is not the target itself but the medium that makes selected target features readable. Remove that target-to-medium mapping and there is no legibility scheme, only direct local familiarity or opaque reality."
   }
  ],
  "legitimacy": [
   {
    "child": "legitimacy",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Legitimacy presupposes authority because it names the property by which an authority's commands are treated as rightful rather than merely powerful.",
    "reason": "Legitimacy presupposes authority because it is defined as a structural property of authority itself \u2014 the condition under which those subject to authority voluntarily comply, recognizing it as rightful rather than as bare coercion. Without the prior existence of authority as the capacity to issue binding decisions, there is nothing for legitimacy to qualify. Legitimacy inherits authority's general apparatus of recognized right-to-decide and specializes it by adding the further commitment that compliance flows from acknowledgment of rightfulness \u2014 backed by procedural, democratic, performance, traditional, charismatic, or legal sources \u2014 rather than from continuous enforcement."
   }
  ],
  "legitimacy_yielding_inquiry": [
   {
    "child": "legitimacy_yielding_inquiry",
    "parent": "legitimacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The prime is the specific pathology of an inquiry that YIELDS legitimacy while its findings are structurally insulated from the decision; it presupposes legitimacy as the currency it concerns.",
    "reason": "The prime is the specific pathology of an inquiry that YIELDS legitimacy while its findings are structurally insulated from the decision; it presupposes legitimacy as the currency it concerns. 'legitimacy is the currency this prime is about'. Legitimacy supplies the prerequisite condition: Accepted authority. Legitimacy-Yielding Inquiry Insulated from Decision operates against that background: An organisation runs an inquiry, consultation, or review whose nominal purpose is to inform a decision but whose findings are structurally insulated from changing it, so the activity persists because it confers legitimacy rather than because it informs. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "leverage_points": [
   {
    "child": "leverage_points",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Leverage points typically presuppose feedback because the disproportionate effect of small interventions runs through reinforcing or balancing loops.",
    "reason": "A leverage point is a location where a small change produces disproportionate effects on system trajectory. The mechanism that amplifies small interventions into large outcomes is typically feedback: a reinforcing loop magnifies the change as it cycles, or a balancing loop transmits the change through compensating dynamics that reshape goals or rules. Feedback supplies the closure A-B-A in which the system's output becomes its own input. Leverage operates through such loops in most cases, though some high-leverage paradigm-level interventions act through belief-restructuring without immediate feedback, hence typical."
   },
   {
    "child": "leverage_points",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Leverage points is the specific shape causality takes when systems have locations where small causes produce disproportionately large effects.",
    "reason": "Causality is the structural relation between cause and effect, gated by a productive connection and modal robustness so that variations in the cause produce variations in the effect. Leverage points is the particular shape this relation takes in complex systems where causal influence is highly non-uniform across locations: small changes at certain variables, rules, or paradigm-level commitments produce outsized downstream effects. It is a structurally-particularized instance of causal influence whose specific signature is amplification \u2014 disproportionate effect size for a given intervention magnitude \u2014 ranked across intervention sites by depth."
   }
  ],
  "license_as_coordination": [
   {
    "child": "license_as_coordination",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "License as coordination is coordination specialized to aligning independent actors through standing published permissions.",
    "reason": "Coordination aligns independently controlled actors so their actions can combine coherently. License as Coordination does so by publishing reusable permission terms in advance, allowing actors to plan and transact against the same rule without negotiating separately with the rights holder."
   }
  ],
  "liebigs_law_of_the_minimum": [
   {
    "child": "liebigs_law_of_the_minimum",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liebig's Law is Constraint specialized to the binding minimum among non-substitutable complementary inputs.",
    "reason": "Each required input imposes a bound on feasible output: output cannot exceed that input's available quantity divided by its per-unit requirement. Their intersection is a constrained feasible region, and the smallest ratio is the active binding constraint. Liebig's Law adds fixed-proportion complementarity, a min-operator, a kinked response, and migration of the active constraint when the current minimum is lifted."
   },
   {
    "child": "liebigs_law_of_the_minimum",
    "parent": "anna_karenina_principle",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liebig's Law is the quantitative min-over-complements species of the Anna Karenina Principle's conjunction of necessary conditions.",
    "reason": "At any proposed output level, every non-substitutable input requirement must be satisfied; a shortfall in any one defeats that level. Liebig's Law specializes the parent by assigning quantities and per-unit requirements to the necessary conditions, making feasible output the minimum supply-to-requirement ratio and causing the binding input to migrate when it is lifted. The distinction is structural, not ecological: both primes transfer across domains, while Liebig fixes the quantitative fixed-proportion production form."
   }
  ],
  "life_cycle_assessment_lca": [
   {
    "child": "life_cycle_assessment_lca",
    "parent": "boundary_critique",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Life Cycle Assessment presupposes boundary critique because its accounting depends on a deliberate, defensible choice of system boundary and functional unit.",
    "reason": "Life Cycle Assessment presupposes boundary critique because the entire accounting \u2014 what counts inside the system and what is externalized \u2014 is determined by the goal-and-scope definition phase that sets the system boundary and functional unit. Different boundary choices produce radically different impact totals, so the analysis is conditional on the boundary as drawn. Boundary critique supplies the reflective-framing machinery that surfaces, questions, and renegotiates that choice; without it, LCA results would be presented as objective measurement when they are in fact conditional on an embedded normative-strategic decision about where to cut."
   },
   {
    "child": "life_cycle_assessment_lca",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Life cycle assessment presupposes traceability because totaling environmental burden requires linking impacts back to specific upstream stages and flows.",
    "reason": "LCA quantifies the full environmental burden of a product across raw-material extraction, manufacturing, distribution, use, and end-of-life \u2014 requiring that every material and energy flow be linked to the specific stage where it occurred. Traceability supplies exactly the infrastructure that lets any element of a system be linked backward through its history of derivation, origin, and custody. Without traceable flows there is no defensible inventory, no attribution of impacts to stages, and no auditable LCA result. LCA therefore presupposes traceability as the data-substrate on which its accounting depends."
   }
  ],
  "liminality": [
   {
    "child": "liminality",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liminality is the specific shape boundary takes in the time dimension, where the threshold itself becomes a marked transitional zone.",
    "reason": "Liminality is the specific shape boundary takes when an actor is suspended in the threshold between a prior and subsequent status, neither fully in nor fully out. The boundary pattern names a demarcation between inside and outside with permeability governing flows; liminality particularizes this by extending the boundary into a dwellable temporal interval in which the demarcation criterion is suspended, ordinary rules do not fully apply, and the actor is ritually or institutionally bracketed. It is the boundary turned into a habitat: ambiguity, plasticity, and communitas are what living-on-the-edge looks like structurally."
   },
   {
    "child": "liminality",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liminality presupposes state and state transition because the threshold middle phase between prior and subsequent statuses requires a state space with transitions.",
    "reason": "Liminality is the threshold state in which an actor is suspended between prior and subsequent statuses, marked by status ambiguity and characteristic dissolution-and-plasticity. The construct is constitutively about being mid-transition: there is a state before, a state after, and a recognized intermediate region between them. State-and-state-transition supplies that architecture, with the additional commitment that transitions are not instantaneous but can occupy an extended state of their own. Without underlying states and transition structure, there would be no before-and-after for liminality to lie between."
   }
  ],
  "lindy_effect": [
   {
    "child": "lindy_effect",
    "parent": "heavy_tailed_distributions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A heavy-tailed lifetime distribution is the PRIOR the effect requires; Lindy adds the age-conditioned update (survival to age t shifts mass into the tail) the bare distribution does not assert.",
    "reason": "A heavy-tailed lifetime distribution is the PRIOR the effect requires; Lindy adds the age-conditioned update (survival to age t shifts mass into the tail) the bare distribution does not assert. Presupposes heavy_tailed_distributions. Heavy-Tailed Distributions supplies the prerequisite condition: Distributions where rare, extreme events carry most of the weight. Lindy Effect operates against that background: For entities that do not age, the longer they have already survived, the longer their expected remaining survival becomes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "linear_combination": [
   {
    "child": "linear_combination",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Linear Combination is aggregation specialized to scaling each input by a weight and adding the results with no interaction terms.",
    "reason": "Linear Combination inherits Aggregation's many-to-one construction from several inputs. It adds a coefficient for each input, scalar multiplication, addition, a stated weight domain, and the no-interaction invariant. Aggregation also includes maxima, medians, nonlinear roll-ups, and other rules, but every admitted linear combination is an additive weighted aggregation."
   }
  ],
  "linear_independence": [
   {
    "child": "linear_independence",
    "parent": "basis",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Linear Independence is the framed or domain-specific realization of Basis; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Basis: A minimal independent generating set \u2014 the smallest collection from which every element of a space can be produced, with no member derivable from the others. Linear Independence adds the local frame and commitments expressed in its identity: No member of a collection is reproducible as a weighted sum of the others. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "linear_independence",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Linear Independence presupposes Linear Combination, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Linear Combination supplies the prerequisite condition: Scale each of several objects by a weight and add them together. Linear Independence operates against that background: No member of a collection is reproducible as a weighted sum of the others. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "linear_programming_lp": [
   {
    "child": "linear_programming_lp",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Linear Programming contains linear Constraints that define which candidates are feasible.",
    "reason": "A linear program combines an objective with linear equalities, inequalities, and domain restrictions that delimit its feasible candidates. Those Constraints are internal terms of the full optimization problem alongside its decision variables and objective; the whole program is not itself a single Constraint. Removing the restrictions destroys the polyhedral feasible region and leaves at most an unconstrained linear objective."
   },
   {
    "child": "linear_programming_lp",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linear programming is a specialization of optimization with linear objectives, linear constraints, and continuous variables over a polyhedral feasible region.",
    "reason": "Linear programming is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints by restricting both objective and constraints to linear functions and allowing continuous decision variables. The decision variables, objective, constraints, and notion of optimality are exactly an optimization quartet; the linear-and-continuous restriction places the problem in a polyhedral geometric setting where optima lie at vertices and the simplex and interior-point algorithms guarantee efficient global solution, distinguishing it within the broader optimization class."
   }
  ],
  "linearization_meaning_mismatch": [
   {
    "child": "linearization_meaning_mismatch",
    "parent": "sequencing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "This prime is the specific MISMATCH failure-mode of order in serial delivery \u2014 order-as-failure where sequencing is order-as-existence.",
    "reason": "This prime is the specific MISMATCH failure-mode of order in serial delivery \u2014 order-as-failure where sequencing is order-as-existence. A specialization of sequencing. Sequencing supplies the genus: Deliberately ordering steps under precedence constraints so that the arrangement itself, not just the set of tasks, determines the outcome. Linearization-Meaning Mismatch preserves that general structure while adding its differentia: Multi-dimensional content forced through a serial channel is ordered by a principle that does not match the one the consumer reasons by. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "linearization_meaning_mismatch",
    "parent": "representational_structure_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linearization-Meaning Mismatch is the species of representational structure mismatch in which a multi-relational source is projected into one serial order whose principle differs from the consumer's reasoning order.",
    "reason": "Linearization-Meaning Mismatch is the species of representational structure mismatch in which a multi-relational source is projected into one serial order whose principle differs from the consumer's reasoning order. Representational Structure Mismatch supplies the genus: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. Linearization-Meaning Mismatch preserves that general structure while adding its differentia: Multi-dimensional content forced through a serial channel is ordered by a principle that does not match the one the consumer reasons by. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "linguistic_universals": [
   {
    "child": "linguistic_universals",
    "parent": "invariance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linguistic universals is the specific shape invariance takes when structural properties are preserved across the world's languages.",
    "reason": "Linguistic universals is the structurally-particularized form invariance takes in the cross-linguistic case: the preserved feature is the named structural property (e.g., \"every language distinguishes nouns from verbs\"), the transformation group is variation across the ~7,000 languages, and the empirical evidence is the typological sample. It satisfies invariance's joint commitment \u2014 what is preserved under which operations \u2014 particularized to the case where the operations are inter-linguistic comparison and the invariants are the universals themselves."
   }
  ],
  "liquidity": [
   {
    "child": "liquidity",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liquidity presupposes exchange because the speed of converting an asset to usable form is a property of the exchange channels available for it.",
    "reason": "Liquidity presupposes exchange because the ease and speed with which an asset converts to immediately usable form is a measurement of the exchange channels available \u2014 how readily counterparties can be found and conditional transfers consummated without significant loss of value. Without exchange's bilateral-transfer pattern, conversion has no meaning: there is no other party to receive the asset and supply the medium. Exchange supplies the structural substrate; liquidity describes how friction-free that substrate is for a particular asset in a particular context."
   },
   {
    "child": "liquidity",
    "parent": "transaction_costs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liquidity presupposes transaction costs because the friction it measures is precisely the cost of converting an asset into usable form.",
    "reason": "Liquidity presupposes transaction costs because the friction it measures \u2014 the time, price concession, and uncertainty between holding an asset and using it \u2014 is itself a species of transaction cost: search for counterparty, negotiation, bid-ask spread, settlement. Without transaction costs as a prior category, the concept of liquidity-as-ease-of-conversion would have nothing to vary against; an asset would either be cash or not, with no intermediate gradient. Liquidity inherits the transaction-cost framework and specializes it to the cost of monetization, making it the inverse measure of friction along the convert-to-cash dimension."
   }
  ],
  "livelock": [
   {
    "child": "livelock",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Livelock contains a coupled feedback loop in which each responsive move elicits the compensating move that sustains non-progress.",
    "reason": "The recurrent active-but-stalled state is constituted by outputs from each participant feeding back as inputs to the other; without that response loop there may be delay or blockage, but not livelock."
   }
  ],
  "load_balancing": [
   {
    "child": "load_balancing",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Load balancing is the specific shape allocation takes when divisible work is assigned across substitutable units of parallel capacity.",
    "reason": "Load balancing is the particularization of allocation to a setting where the limited supply is the aggregate capacity of a pool of interchangeable units and the competing claimants are increments of a divisible workload. Where allocation names the bare assignment of finite supply to competing demands generally, load balancing fixes the structural features: the resources are substitutable in parallel, the demands are stream-like increments that can be split, and the assignment rule routes each increment to wherever spare capacity exists."
   },
   {
    "child": "load_balancing",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Load balancing is a canonical specific resource-allocation technique (distributing work across capacity) within the broader resource management discipline.",
    "reason": "Load balancing is a canonical specific resource-allocation technique (distributing work across capacity) within the broader resource management discipline. Resource Management supplies the genus: Allocation of finite assets. Load Balancing preserves that general structure while adding its differentia: Distributing work across resources so none is overloaded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "loading_dose": [
   {
    "child": "loading_dose",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A loading dose presupposes a stock that accumulates net inflow, because the initial excess input exists to fill that stock faster than the maintenance inflow can.",
    "reason": "The loading regime is meaningful only for a stock whose level changes by accumulated inflow minus outflow. The temporary excess input closes the initial stock deficit; once the target is reached, only the replacement of ongoing outflow remains."
   },
   {
    "child": "loading_dose",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A loading dose presupposes a target steady operating range whose balancing maintenance input is smaller than the temporary loading input.",
    "reason": "The defining contrast between loading and maintenance requires a target operating state in which ordinary inflow balances loss. Without that steady target, there is no principled point at which the exceptional initial input should fall to a maintenance rate. Loading Dose is not a kind of Bootstrapping: it needs neither self-produced stages nor recursive construction from its own outputs."
   }
  ],
  "local_autonomy_tiered_escalation": [
   {
    "child": "local_autonomy_tiered_escalation",
    "parent": "delegation_of_authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Local autonomy with tiered escalation presupposes delegation of authority because resolving issues at the lowest competent level requires authority distributed downward with reserved escalation paths.",
    "reason": "Local autonomy with tiered escalation presupposes delegation of authority because the principle of resolving issues at the lowest competent tier requires that decision-making power be formally assigned downward, with specified limits and reserved escalation pathways back upward. Without delegation's apparatus -- principal-agent assignment, defined scope, accountability mechanisms -- there is no lower competent level to hold the decision and no procedure for escalating when scope exceeds local capacity. Subsidiarity is delegation patterned by competence-band rather than by hierarchy alone. Delegation of Authority supplies the prerequisite condition: Assign responsibility. Local Autonomy & Tiered Escalation operates against that background: Escalate when needed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "local_autonomy_tiered_escalation",
    "parent": "autonomy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A scoped-delegation, decide-at-lowest-competent-level specialization of the inner/outer-authority relation \u2014 a kind-of autonomy.",
    "reason": "A scoped-delegation, decide-at-lowest-competent-level specialization of the inner/outer-authority relation \u2014 a kind-of autonomy. Autonomy supplies the genus: A unit's behavior is governed by its own internal rules or chosen reasons rather than external direction, defined by the inner-versus-outer authority asymmetry over a scoped domain. Local Autonomy & Tiered Escalation preserves that general structure while adding its differentia: Escalate when needed. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "local_optimum": [
   {
    "child": "local_optimum",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Optimization is the ACTIVITY of which a local optimum is a failure MODE.' A local optimum presupposes a value landscape under improvement search \u2014 it is the trap the optimization search falls into.",
    "reason": "'Optimization is the ACTIVITY of which a local optimum is a failure MODE.' A local optimum presupposes a value landscape under improvement search \u2014 it is the trap the optimization search falls into. Optimization supplies the prerequisite condition: Finds best solution under constraints. Local Optimum operates against that background: A point best within its neighborhood but not across the whole landscape. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "local_optimum",
    "parent": "optimization_landscape",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A local_optimum is one POINT (where local search halts) on the landscape; the optimization landscape is the whole country (basins, ridges, plateaus, connectivity).",
    "reason": "A local_optimum is one POINT (where local search halts) on the landscape; the optimization landscape is the whole country (basins, ridges, plateaus, connectivity). Part-to-whole \u2014 landscape is the broader frame. Optimization Landscape supplies the genus: The topology of a value function over a configuration space, whose shape predicts which search strategies will succeed or get stuck. Local Optimum preserves that general structure while adding its differentia: A point best within its neighborhood but not across the whole landscape. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "local_sequence_legality": [
   {
    "child": "local_sequence_legality",
    "parent": "local_to_global_aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Local Sequence Legality is a specialization of Local-to-Global Aggregation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Local-to-Global Aggregation supplies the genus: Locally checkable properties promote to a global verdict under an explicit aggregation discipline. Local Sequence Legality preserves that general structure while adding its differentia: The acceptability of an arrangement of units drawn from a finite inventory is decided by local constraints over short windows of context, prior to and independent of higher-level interpretation, so global legality is the composition of local verdicts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "locality_of_reference": [
   {
    "child": "locality_of_reference",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Locality of reference is a kind of recurrence in which recently or nearby accessed items reappear with predictable frequency.",
    "reason": "Locality of reference is a specialization of recurrence: it asserts that access events reappear across time (temporal locality: recently-used items return soon) and space (spatial locality: items near a used one are used next). It inherits recurrence's structural commitment that patterns reappear with predictable spacing, particularized to the access-distribution domain. The working-set phenomenon is precisely the autocorrelated-recurrence signature in which past usage predicts future usage at non-uniform rates."
   },
   {
    "child": "locality_of_reference",
    "parent": "heavy_tailed_distributions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Locality of reference presupposes heavy-tailed distributions because clustered access patterns produce heavy-tailed access frequencies across the address space.",
    "reason": "Locality of reference presupposes heavy-tailed distributions because the empirical regularity that a small slowly-drifting working set absorbs the vast majority of accesses is a heavy-tailed access-frequency distribution: a few addresses account for most references while the bulk receive almost none. Without heavy tails' signature of a few extremes dominating sums and averages, locality reduces to uniform access. The working-set phenomenon, page-fault rates, and cache-hit predictions all rest on the same skewed distribution heavy-tailed analysis describes. Heavy-Tailed Distributions supplies the prerequisite condition: Distributions where rare, extreme events carry most of the weight. Locality Of Reference operates against that background: Accesses cluster in time and space, making prediction and caching effective. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "locality_of_reference",
    "parent": "spatial_indexing",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spatial indexing exploits locality of reference (the access-pattern property) for its output-sensitive payoff.",
    "reason": "Spatial indexing exploits locality of reference (the access-pattern property) for its output-sensitive payoff. After the computer_science frame is stripped away, the retained structural roles are those of Spatial Indexing: Organizing items by position in a space so retrieval, neighborhood, and range queries become geometric and output-sensitive. Locality Of Reference adds the local frame and commitments expressed in its identity: Accesses cluster in time and space, making prediction and caching effective. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "located_in_relation": [
   {
    "child": "located_in_relation",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Located_in is a relation but the specific mereotopological within-a-region-at-a-time relation with its own inference rules (no transitivity into parthood, time-indexed, non-constitutive) the generic relation lacks.",
    "reason": "Located_in is a relation but the specific mereotopological within-a-region-at-a-time relation with its own inference rules (no transitivity into parthood, time-indexed, non-constitutive) the generic relation lacks. Relation supplies the genus: Describes associations or dependencies. Located-In Relation preserves that general structure while adding its differentia: One entity is situated within the region of another at a time, without that entity being a part of, or strictly contained by, the location. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "lock_in": [
   {
    "child": "lock_in",
    "parent": "increasing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lock-in presupposes increasing returns because the accumulating non-transferable value that makes switching costly is the increasing-returns mechanism.",
    "reason": "Lock-in is the state in which the forward-looking cost of switching from a current commitment exceeds the cost of continuing, because investment, learning, network growth, or standard adoption has accumulated value that does not transfer to alternatives. This accumulation is precisely the increasing-returns pattern: marginal benefit rising as the cumulative state variable grows, with each successive unit making the option more attractive. Without increasing returns supplying the rising-advantage curve, no asymmetry would build between the current commitment and clean-slate alternatives, and lock-in would not arise."
   },
   {
    "child": "lock_in",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lock-in is a specific kind of path dependence where past commitments make the present forward cost of switching exceed continuation.",
    "reason": "Lock-in is a specialization of path dependence. The general pattern is that outcomes depend on the specific historical trajectory of choices, with past decisions foreclosing alternatives and accumulating constraints. Lock-in instantiates this with a particular structural form: history is encoded as accumulated non-transferable value such that, from the present, the cost of switching exceeds the cost of continuing with the suboptimal commitment. It is path dependence with the specific signature that the path's encoded constraints are forward-cost-binding rather than merely contingent."
   },
   {
    "child": "lock_in",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Lock_in is the TERMINAL committed state a ratchet climbs toward (staircase-to-landing); the ratchet is the incremental process of cheap captured advances.",
    "reason": "Lock_in is the TERMINAL committed state a ratchet climbs toward (staircase-to-landing); the ratchet is the incremental process of cheap captured advances. Lower confidence than the path_dependence parent. Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Lock-In preserves that general structure while adding its differentia: Forward-looking cost of switching exceeds the forward-looking cost of staying, even when a superior alternative exists. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "logarithmic_perception_and_encoding": [
   {
    "child": "logarithmic_perception_and_encoding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Log encoding is a representational CHOICE \u2014 re-expressing a wide-dynamic-range magnitude on a log axis so equal internal steps mean equal ratios; the commitment lives in the axis (the representation), not the data.",
    "reason": "Log encoding is a representational CHOICE \u2014 re-expressing a wide-dynamic-range magnitude on a log axis so equal internal steps mean equal ratios; the commitment lives in the axis (the representation), not the data. is-a representation, specialized to ratio-scale re-encoding under wide range + proportional importance."
   }
  ],
  "logging": [
   {
    "child": "logging",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Logging is the append-only, event-time, deferred-reading mechanism that makes a system's internal history externally inspectable \u2014 it presupposes/serves observability (infer internal state externally), as its retrospective record-now-interpret-later instance.",
    "reason": "Logging is the append-only, event-time, deferred-reading mechanism that makes a system's internal history externally inspectable \u2014 it presupposes/serves observability (infer internal state externally), as its retrospective record-now-interpret-later instance. Observability supplies the prerequisite condition: Infer internal state externally. Logging operates against that background: Record events as they occur, append-only, for inspection after the fact. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "logistic_growth": [
   {
    "child": "logistic_growth",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Logistic Growth presupposes a finite ceiling that bounds the trajectory and supplies the remaining-capacity term in its multiplicative brake.",
    "reason": "The logistic equation is distinguished from exponential growth by a finite K that the trajectory approaches asymptotically. Boundedness supplies the fixed finite envelope; Logistic Growth adds endogenous growth, a multiplicative remaining-fraction brake, two fixed points, and a sigmoid time path."
   },
   {
    "child": "logistic_growth",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Logistic Growth contains the coupled positive engine and negative ceiling brake whose loop interaction produces its sigmoid trajectory.",
    "reason": "Growth proportional to the current quantity supplies reinforcing feedback; proximity to the finite ceiling supplies a multiplicative balancing feedback. Their conjunction produces takeoff, inflection, and decelerating saturation, while Feedback alone commits to neither a ceiling nor a logistic form."
   }
  ],
  "logistics_overreach": [
   {
    "child": "logistics_overreach",
    "parent": "bottleneck",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Logistics Overreach is typically a specialization of Bottleneck, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bottleneck supplies the genus: The single limiting stage that caps an entire system's throughput. Logistics Overreach preserves that general structure while adding its differentia: An operating front advances faster than the trailing supply line that sustains it, and because the lengthening line itself consumes delivery, beyond a crossover point further advance strands what has already advanced rather than extending reach. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "loss_and_damage": [
   {
    "child": "loss_and_damage",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Loss and damage operates on a pre-existing risk exposure \u2014 it is the post-defense slice of a threat distribution.",
    "reason": "Loss and damage operates on a pre-existing risk exposure \u2014 it is the post-defense slice of a threat distribution. Presupposes risk; the 0.88 escape_and_leakage neighbor is the scope-narrower sibling, not the parent."
   }
  ],
  "loss_aversion": [
   {
    "child": "loss_aversion",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is a specialization of preference in which the ordering is reference-dependent and weighs losses more than equivalent gains.",
    "reason": "Loss aversion is a kind of preference specialized by a reference-dependent, asymmetric value function: outcomes below the reference point are coded as losses and weighted more heavily than equivalent gains above it. It inherits preference's general commitment to an ordering over a choice set on an evaluative dimension, and supplies the specific case where the evaluative dimension is gain/loss relative to a reference point and the ordering relation systematically privileges loss avoidance \u2014 producing reproducible deviations from expected-utility predictions in framing, endowment pricing, and status-quo bias."
   },
   {
    "child": "loss_aversion",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is the specific shape asymmetry takes in value perception, where losses weigh more heavily than equivalent gains.",
    "reason": "Asymmetry names the structural property of a relation whose two sides are not interchangeable \u2014 swap the positions and something changes. Loss aversion is the specific shape this pattern takes around a reference point in the value function: subjective weight on a loss of size x exceeds the weight on a gain of the same size by a factor of roughly 1.5 to 2.5, producing a kinked value function. It is a structurally-particularized instance of directed imbalance whose specific diagnostic is the failed swap-test between gain frame and loss frame at the reference point."
   },
   {
    "child": "loss_aversion",
    "parent": "reference_point_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is reference-point dependence specialized by a value function whose loss-side response is steeper than its gain-side response.",
    "reason": "Loss aversion is reference-point dependence specialized by a value function whose loss-side response is steeper than its gain-side response. Both evaluate outcomes as signed departures from a movable baseline and predict changed valuation when that baseline moves while the outcome is held fixed. Loss aversion requires unequal weighting, with negative departures exerting more influence than equal positive departures; reference-point dependence alone is silent on slope symmetry."
   }
  ],
  "mach_s_principle": [
   {
    "child": "mach_s_principle",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mach's Principle is a kind of reflexivity: a body's inertia is shaped by the total mass distribution it is itself part of.",
    "reason": "Mach's Principle holds that inertia is not intrinsic to a body but arises from its relation to the total matter distribution in the universe, so a body's resistance to acceleration is co-constituted by the very cosmos that includes it. That is a specialization of reflexivity: the system's behavior is determined by a structural feature in which the system is itself embedded, so the body's inertial state is set by a whole it is part of and acts back upon, instantiating the self-referential coupling that defines reflexivity."
   },
   {
    "child": "mach_s_principle",
    "parent": "relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mach's principle presupposes relation because it grounds inertia in a body's relation to the total matter distribution.",
    "reason": "Mach's principle presupposes relation because its entire claim is that inertia is not intrinsic to a body but arises from how the body stands in association with the rest of the universe's matter. Without the prior availability of a well-defined association-between-elements that can hold across distance and configuration, there is nothing for inertial structure to depend on. Relation supplies the general apparatus of specifying which entities stand together under a designated link; Mach's principle imports that apparatus and asserts that the inertial link is the one that constitutes mass."
   },
   {
    "child": "mach_s_principle",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mach's principle presupposes frame of reference because relational inertia requires that what counts as non-accelerating be defined by a frame fixed by matter.",
    "reason": "Mach's principle presupposes frame of reference because its relational claim about inertia is precisely a claim about which frames count as inertial: in the Machian view, the local inertial frame is determined by the distribution of matter rather than by an absolute space. Without the prior availability of a frame of reference as a chosen coordinate system relative to which accelerations are defined, there is nothing for matter to fix and no question of what makes a frame non-accelerating. Frame supplies the structural slot that Mach's principle fills with a relational determinant."
   }
  ],
  "maintenance": [
   {
    "child": "maintenance",
    "parent": "homeostasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Maintenance presupposes homeostasis because sustaining intended function against entropy and wear requires a regulating mechanism tracking variables against bands.",
    "reason": "Maintenance is the sustained activity of preserving intended function against entropy, wear, and environmental change \u2014 working ahead of catastrophic failure. The activity presupposes that there is a specifiable intended function with characteristic variables that drift under degradation and corrective actions that return those variables toward acceptable bands. Homeostasis supplies that architecture: sensor-comparator-actuator closure that holds key variables within bands against disturbance. Without an underlying homeostatic loop tracking system state against a reference, maintenance has no target condition to preserve and no signal of drift to act on."
   }
  ],
  "maintenance_rehearsal": [
   {
    "child": "maintenance_rehearsal",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Maintenance_rehearsal is the STRICT SUBSET of maintenance whose only intervention is bare re-assertion (no repair/replace/upgrade), carrying two load-bearing inequalities (refresh-period<decay-period, refresh-cost<<storage-cost) the parent does not name.",
    "reason": "Maintenance_rehearsal is the STRICT SUBSET of maintenance whose only intervention is bare re-assertion (no repair/replace/upgrade), carrying two load-bearing inequalities (refresh-period<decay-period, refresh-cost<<storage-cost) the parent does not name. Maintenance supplies the genus: Sustained preventive work that keeps a system's intended function intact against inevitable degradation, acting ahead of failure rather than repairing after it. Maintenance Rehearsal preserves that general structure while adding its differentia: Holding a decay-prone state above its disappearance threshold by repeated low-cost refresh actions that re-assert it without enriching or moving it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "majority_dominated_aggregate_objective": [
   {
    "child": "majority_dominated_aggregate_objective",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This prime is 'a specific, diagnosable pathology of aggregation' \u2014 an additive/expected-value objective whose mass concentrates on a skewed majority so the optimum is minority-blind by construction.",
    "reason": "This prime is 'a specific, diagnosable pathology of aggregation' \u2014 an additive/expected-value objective whose mass concentrates on a skewed majority so the optimum is minority-blind by construction. It presupposes the aggregation operation (the average revealed as a weighting) and names its failure mode. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Majority-Dominated Aggregate Objective operates against that background: An aggregate objective whose mass lies with the majority systematically underweights an operationally important minority. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "managed_retreat": [
   {
    "child": "managed_retreat",
    "parent": "sacrifice_periphery_to_defend_core",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Managed retreat is sacrificing peripheral ground to defend a retained core, specialized to planned withdrawal before a rising defense-cost trajectory closes the option.",
    "reason": "Every managed retreat deliberately yields a no-longer-worth-holding position so resources and exposure can be reorganized around a defensible retained core. It adds the rising defense-cost trajectory, an explicit threshold, voluntary prior timing, a chosen new boundary, a sequenced migration, and support for parties exposed by the contraction."
   }
  ],
  "mandatory_vs_default_norms": [
   {
    "child": "mandatory_vs_default_norms",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mandatory versus default norms is the specific shape constraint takes when rules are sorted by whether they can or cannot be opted out of.",
    "reason": "Mandatory versus default norms is the specific shape constraint takes when the rule system distinguishes binding restrictions that cannot be waived from those that apply unless overridden. The constraint structure -- a condition that restricts the admissible set, binding for the purpose at hand -- splits into two operative modes: mandatory rules where the restriction holds absolutely, and default rules where the restriction is overrideable by explicit modification. The distinction operationalizes choice-architecture: which constraints are hard floors versus which are flexible-but-sticky starting points."
   }
  ],
  "maneuver": [
   {
    "child": "maneuver",
    "parent": "positional_advantage",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Maneuver contains Positional Advantage as the value realized by occupying the better position reached by the move.",
    "reason": "Maneuver is the action of changing position in a value-graded state space. Positional Advantage is the value conferred by the favorable position reached: leverage, reach, defensibility, or optionality that arises from location rather than force at the point. That realized advantage is an internal term of the maneuver's full signature, not the taxonomic genus of the repositioning act. Remove the value differential and the move becomes mere relocation rather than maneuver."
   }
  ],
  "manifold": [
   {
    "child": "manifold",
    "parent": "topology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A manifold ADDS to a topological space the crucial extra: a system of local flat charts glued by smooth transition maps.",
    "reason": "'A manifold ADDS to a topological space the crucial extra: a system of local flat charts glued by smooth transition maps. Every manifold has an underlying topology, but topology alone is not a manifold.' Manifold presupposes topology and adds chart structure. Topology supplies the prerequisite condition: Studies properties preserved under deformation. Manifold operates against that background: A space that is locally flat but globally curved or topologically non-trivial. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "manufactured_dependency_for_role_capture": [
   {
    "child": "manufactured_dependency_for_role_capture",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Role capture is 'a species of' the agency problem \u2014 the specific, sharp case where the agent's reward gradient points toward SUSTAINING the problem the role exists to remove, plus the covert-manufacture commitment and counterfactual-demand signature.",
    "reason": "Role capture is 'a species of' the agency problem \u2014 the specific, sharp case where the agent's reward gradient points toward SUSTAINING the problem the role exists to remove, plus the covert-manufacture commitment and counterfactual-demand signature. agency_problem is the genus. Agency Problem supplies the genus: Misaligned incentives. Manufactured Dependency for Role Capture preserves that general structure while adding its differentia: An agent covertly sustains a problem to keep occupying the valued role attached to solving it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "margin_of_safety": [
   {
    "child": "margin_of_safety",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Margin of safety is a specialization of reserve in which the surplus is the quantitative gap between expected demand and the system's failure threshold.",
    "reason": "Margin of safety is a specialization of reserve in which the surplus is the explicit, quantified gap between the system's nominal expected demand and its maximum permissible limit, sized to absorb modeling uncertainty without crossing the failure threshold. It inherits reserve's general structure of deliberately held capacity available for variation or shock, and specializes by fixing the form to an engineered ratio, percentage, or absolute clearance and the justification to the consequences of failure. It renders designer uncertainty as explicit margin rather than implicit optimism, making robustness a quantitative design parameter."
   }
  ],
  "marginal_analysis": [
   {
    "child": "marginal_analysis",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Marginal analysis presupposes optimization because the incremental comparison of costs and benefits is the first-order-condition apparatus of finding optima.",
    "reason": "Marginal analysis evaluates decisions by comparing the incremental cost and benefit of small changes, with the canonical result that at an interior optimum marginal benefit equals marginal cost. The whole technique presupposes an optimization problem in place \u2014 an objective being maximized or minimized over a choice set subject to constraints. Optimization supplies the well-defined search for the best element; marginal analysis presupposes that search and provides the calculus-based first-order-condition method that locates interior optima. Without an optimization target, the marginal calculation has nothing to characterize."
   }
  ],
  "marginal_utility": [
   {
    "child": "marginal_utility",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Marginal utility presupposes preference because the additional satisfaction from one more unit is a derivative of the agent's preference-grounded utility function.",
    "reason": "Marginal utility presupposes preference because it is formally the partial derivative of the agent's utility function with respect to one good, and that utility function exists only as a representation of the agent's preference ordering over consumption bundles. Without preference as the underlying ordering on the choice set, there is no utility function whose marginal change can be measured, no trade-off rate, and no scarce-budget allocation problem. Preference supplies the ordering primitive; marginal utility is the local rate at which moving along that ordering changes value as quantity changes."
   },
   {
    "child": "marginal_utility",
    "parent": "marginal_analysis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Marginal utility is the specific shape marginal analysis takes when the incremental quantity is the additional satisfaction from one more unit consumed.",
    "reason": "Marginal analysis is incremental reasoning that compares the marginal cost and marginal benefit of small changes to characterize optima. Marginal utility is the particular shape this analysis takes on the consumption side: the partial derivative of a utility function with respect to one good \u2014 the additional welfare gained from one more unit \u2014 holding others fixed. It is a structurally-particularized instance of marginal reasoning whose specific quantity is the utility-function partial, providing the consumer-side magnitude that gets equated to price ratios at the optimum."
   }
  ],
  "markedness": [
   {
    "child": "markedness",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Markedness is the specific shape asymmetry takes when a linguistic opposition designates one member as unmarked default and the other as marked.",
    "reason": "Markedness is the structurally-particularized form asymmetry takes in linguistic oppositions: the two sides of a binary contrast (singular/plural, voiced/voiceless, present/past) fail the swap-test \u2014 one is privileged as default (shorter, more frequent, broader distribution) while the other carries specifying morphology. It inherits asymmetry's directed-imbalance structure and particularizes it to the formal opposition where the privileged side is the morphologically simpler default and the marked side is the specified specialization."
   }
  ],
  "markov_blanket": [
   {
    "child": "markov_blanket",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The blanket is a boundary, but a specific testable one \u2014 exactly the minimal set whose observation renders interior conditionally independent of exterior, with a screening test and minimality criterion attached.",
    "reason": "The blanket is a boundary, but a specific testable one \u2014 exactly the minimal set whose observation renders interior conditionally independent of exterior, with a screening test and minimality criterion attached. A specialization of boundary. Boundary supplies the genus: Defines system limits. Markov Blanket preserves that general structure while adding its differentia: The minimal set of variables that, once observed, render a target conditionally independent of everything else \u2014 the system's statistical interface with its environment. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "markov_decision_processes_mdps": [
   {
    "child": "markov_decision_processes_mdps",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presuppose Decision: an MDP is machinery for selecting policies, which are decision rules over states.",
    "reason": "A Markov Decision Process formalizes sequential choice as the selection, at each state, of an action that commits future trajectory and forecloses alternatives. Its solution concept is a policy that picks actions from a feasible set under uncertainty and trade-off. That apparatus is meaningless without Decision as the underlying act: MDPs presuppose the existence of an agent that selects one alternative from a set under constraint, then assemble probability and reward structure around that primitive."
   },
   {
    "child": "markov_decision_processes_mdps",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presuppose Probability: the transition kernel and expected-reward objective are defined as probabilistic objects.",
    "reason": "An MDP's transition kernel P(s' | s, a) is a calibrated probability assignment over next states, and its optimality criterion is expected cumulative discounted reward. Both depend on Probability's apparatus \u2014 numerical measures obeying additivity, normalization, and conditioning \u2014 to combine uncertain outcomes coherently. Without probability the kernel collapses to an unspecified relation and expectation has no meaning, so the MDP framework cannot be stated or solved except as a structure built on top of probability."
   },
   {
    "child": "markov_decision_processes_mdps",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presupposes state and state transition because the MDP tuple is built on a state space with Markov-property transitions.",
    "reason": "An MDP is the tuple (S, A, P, R, \u03b3) specifying states, actions, a stochastic transition kernel, rewards, and a discount factor \u2014 with the Markov property that next-state depends only on current state and action. The framework directly instantiates the state-and-state-transition architecture: state space, transition relation, and history-compressed-into-state. Without that underlying state-machine substrate, there would be no S over which P could be a kernel and no Markov closure on which policy optimization depends. MDPs add actions and rewards atop the bare state-transition structure."
   }
  ],
  "markov_process": [
   {
    "child": "markov_process",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Markov process presupposes probability because the transition rule is specified as conditional probabilities over a sample space of next states.",
    "reason": "A Markov process presupposes probability because its defining apparatus \u2014 a transition rule giving the conditional distribution of the next state given the present \u2014 is itself a probability assignment obeying additivity, normalization, and conditioning. Without probability's coherence rules quantifying uncertainty over sample spaces, the memorylessness claim (future is independent of past given present) would have no content: the screening-off relation is precisely a conditional-independence statement that lives inside the probabilistic framework Kolmogorov axiomatized."
   },
   {
    "child": "markov_process",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov process presupposes state and state transition because the memorylessness property operates on a state space with transition rules.",
    "reason": "A Markov process is defined by the memorylessness property: the future evolution is conditionally independent of the entire past given the current state. This commitment is meaningful only against a state-and-state-transition substrate \u2014 a state space and a transition rule. The Markov property is precisely the closure condition the state-transition framework already invokes as the principle that history is compressed into state. The Markov process makes this closure stochastic and rigorous, but it presupposes the underlying state-transition architecture as its operational ground."
   },
   {
    "child": "markov_process",
    "parent": "stochastic_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Markov Process is a specialization of Stochastic Process, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Stochastic Process supplies the genus: A quantity indexed (usually by time) whose evolution is governed by randomness \u2014 an indexed family of random variables sharing one probability law. Markov Process preserves that general structure while adding its differentia: Future state depends only on the present, not the full history. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "mass": [
   {
    "child": "mass",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mass is a specialized allocation move: concentrate a finite resource at a decisive point against a threshold-shaped response curve, rather than spread it evenly.",
    "reason": "Mass is a specialized allocation move: concentrate a finite resource at a decisive point against a threshold-shaped response curve, rather than spread it evenly. It is allocation (assign limited supply) plus a response-curve-shape bet + locator + vulnerability cost. Sibling of economy_of_force under allocation."
   }
  ],
  "mastery_learning": [
   {
    "child": "mastery_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mastery learning is a specific pedagogy that fixes the achievement threshold and varies time and support until every learner meets it.",
    "reason": "Mastery learning is a specialization of pedagogy whose distinctive move is inverting the conventional time-fixed model: it holds the achievement standard constant at a high threshold and lets time, feedback, and instructional support vary so that no learner advances with persistent deficits. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific architecture of diagnostic formative assessment, immediate remediation, and alternative paths organized around an unconditional unit-by-unit mastery requirement."
   }
  ],
  "mathematical_induction": [
   {
    "child": "mathematical_induction",
    "parent": "well_foundedness_well_ordering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mathematical Induction presupposes Well-Foundedness (Well-Ordering), whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Well-Foundedness (Well-Ordering) supplies the prerequisite condition: Prevents infinite descent. Mathematical Induction operates against that background: Proof method across natural numbers. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "maturity_mismatch": [
   {
    "child": "maturity_mismatch",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Maturity mismatch is the TEMPORAL dimension of coupling between two sides of a system \u2014 how fast each can respond \u2014 a specialized two-clock duration-ratio coupling.",
    "reason": "Maturity mismatch is the TEMPORAL dimension of coupling between two sides of a system \u2014 how fast each can respond \u2014 a specialized two-clock duration-ratio coupling. itself contrasts it with bare coupling (strength) as the temporal specialization. Coupling supplies the genus: Interdependence among subsystems. Maturity Mismatch preserves that general structure while adding its differentia: A system holds two-sided commitments whose durations differ \u2014 a short side that must be repeatedly refreshed against a long side that cannot accelerate \u2014 so it fails when refreshing stops, not because it lacks resources but because they are locked in durations longer than the moment requires. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "measure": [
   {
    "child": "measure",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Measure is aggregation specialized to collapsing every admissible subset to a non-negative size under countable additivity over disjoint parts.",
    "reason": "Every Measure maps a potentially many-element subset to one retained feature, its size, while suppressing the subset's remaining granular structure. It therefore satisfies Aggregation's many-to-one collapse. Measure adds a base space, an admissible family of subsets, non-negativity, empty-set zero, and countable additivity over disjoint parts. Medians, maxima, votes, and nonlinear roll-ups show why Aggregation is broader, not why any Measure falls outside it."
   },
   {
    "child": "measure",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measure strictly presupposes Set and Membership because its domain is an admissible family of subsets of a base set.",
    "reason": "Every Measure begins with a base set, a family of its subsets closed under the required set operations, and a rule assigning size to each admissible subset. Without elements, membership, subsets, complement, and union, neither the \u03c3-algebra nor countable additivity can be stated. Set and Membership is therefore a constitutive dependency, not merely a frequent implementation."
   }
  ],
  "measurement_and_disturbance": [
   {
    "child": "measurement_and_disturbance",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement and disturbance presupposes uncertainty because the trade-off between information gained and disturbance incurred is fundamentally an uncertainty-management problem.",
    "reason": "Measurement and disturbance names the structural challenge that every measurement couples the system to an apparatus and thereby alters what is being measured, producing a trade-off between information gained and disturbance incurred. This presupposes uncertainty: the structural condition of incomplete knowledge about a system's state, with the commitment to distinguish what is known from what is not. The measurement act is a controlled reduction of epistemic uncertainty that introduces new uncertainty about the perturbed state. Without uncertainty's framing of incomplete knowledge as the target of inquiry, there is no information-versus-disturbance trade-off to characterize."
   },
   {
    "child": "measurement_and_disturbance",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement and disturbance presupposes observability because the back-action perturbation matters only against the standard of inferring true internal state from outputs.",
    "reason": "Measurement and disturbance presupposes observability because the disturbance-versus-information trade-off is intelligible only relative to observability's framing: a measurement is supposed to recover internal state, and disturbance is the systematic alteration the measurement coupling imposes on that state. Without observability's commitment to reconstructing state from outputs, there is no baseline against which to count the back-action as systematic perturbation of the inference target. The disturbance is a structural cost paid against the observability budget."
   }
  ],
  "measurement_uncertainty": [
   {
    "child": "measurement_uncertainty",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement uncertainty and observational noise presuppose observability because they characterize the gap between true state and what outputs reveal about it.",
    "reason": "Measurement uncertainty and observational noise presuppose observability because they name the irreducible gap between a system's true internal state and what external measurements can recover. Observability frames the question -- can internal state be inferred from outputs over time -- and noise is the corruption layer between state and output that degrades that inference. Without the observability framing of state-versus-output, there is no canonical 'true value' against which instrument precision, observer error, and environmental variation count as displacement; noise becomes meaningful only as deviation from the inferable signal."
   },
   {
    "child": "measurement_uncertainty",
    "parent": "measurement",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Measurement's own structural signature names the uncertainty envelope as one of its seven constituent links; measurement is the whole that decomposes into this part.",
    "reason": "Measurement's own structural signature names the uncertainty envelope as one of its seven constituent links; measurement is the whole that decomposes into this part. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Measurement: Mapping a target's attribute onto a scale via an instrument and procedure, yielding a value-plus-uncertainty tied to a unit and frame. Measurement Uncertainty and Observational Noise adds the local frame and commitments expressed in its identity: Measurement noise arises from instrument and observation limits. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "mechanism_design": [
   {
    "child": "mechanism_design",
    "parent": "incentive_compatibility",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mechanism design and incentive compatibility are interdefinable complements \u2014 the field that engineers for the property and the property the engineering targets.",
    "reason": "Mechanism design and incentive compatibility are interdefinable structural complements: mechanism design is the engineering discipline that searches for rule structures implementing desired outcomes under private information and self-interest, while incentive compatibility is precisely the property such a rule structure must satisfy \u2014 that each agent's best response coincides with the designer's intended action. Neither is prior. The field is defined by the property it pursues; the property is defined by its role in the field. Each makes sense only with the other already in view, as the question and its required answer."
   }
  ],
  "mediator_availability_constraint": [
   {
    "child": "mediator_availability_constraint",
    "parent": "bottleneck",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mediator availability constraint is the specific shape a bottleneck takes when expert mentorship or authoritative feedback is the scarce stage capping system throughput.",
    "reason": "Mediator availability constraint is the bottleneck-particularized commitment for systems that depend on expert mediation: the scarce resource is expert time per learner, and the slowest stage in the learning pipeline is the mentoring or feedback step. Where bottleneck names the single binding capacity limit governing aggregate throughput generally, the mediator variant fixes the identity of the limiting element as human expert capacity, with the structural consequence that scaling material resources does not relieve the constraint."
   }
  ],
  "memoing": [
   {
    "child": "memoing",
    "parent": "logging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Memoing is event-time durable logging specialized to the reasoning trajectory that produces a parallel primary artifact.",
    "reason": "Logging records temporally ordered, context-bearing events when they occur for deferred inspection. Memoing inherits that whole structure and narrows the recorded events to interpretations, alternatives, decisions, doubts, and frame shifts arising while a separate artifact is produced. Its parallel-artifact placement, signal filter, and emphasis on why are the differentia; they do not change the underlying record-now/read-later genus."
   }
  ],
  "memory_palace_method_of_loci": [
   {
    "child": "memory_palace_method_of_loci",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The memory palace is a specialization of schema in which the spatial schema of a familiar route serves as a structured scaffold for binding items to locations.",
    "reason": "The memory palace is a specialization of schema in which the schema deployed is specifically a familiar spatial route, with its sequenced locations providing pre-built slots into which items-to-remember are imaginatively placed. It inherits the general schema commitment of a type-level cognitive structure with slots, default values, and expected relations that scaffold encoding and retrieval. Its specialization is to fix the schema's slots to spatial locations along a well-known path and to bind discrete content through vivid multisensory associations that exploit the route's pre-existing organization."
   }
  ],
  "mental_model": [
   {
    "child": "mental_model",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A mental model is a specialization of representation in which the medium is an individual reasoner's internal cognitive structure.",
    "reason": "A mental model is a specialization of representation in which the medium is an individual reasoner's internal cognitive structure and the target is some domain whose behavior must be predicted, explained, or intervened upon. It inherits representation's commitment to selective faithfulness \u2014 preserving the entities and causal rules that matter while dropping detail \u2014 and specializes by locating the medium in working memory and requiring tractability for mental simulation. The model is held by a particular mind, revisable on prediction failure, and supports the characteristic what-if running that distinguishes it from external representations."
   }
  ],
  "mere_exposure_effect": [
   {
    "child": "mere_exposure_effect",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The mere exposure effect presupposes recurrence because the liking shift only emerges after a stimulus reappears across multiple encounters.",
    "reason": "The mere exposure effect is the empirical pattern that repeated encounters with a stimulus produce positive attitudinal change, with liking growing roughly logarithmically in the number of exposures. The phenomenon presupposes recurrence as its enabling structure: a single one-shot encounter cannot produce the effect. Recurrence \u2014 the structural property by which a pattern or event reappears across instances, often with predictable spacing \u2014 is exactly what the repetition counts on. The dose-response curve operates on the recurrence pattern, so mere exposure cannot function without reappearance as its substrate."
   }
  ],
  "message_passing": [
   {
    "child": "message_passing",
    "parent": "modularity",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Message passing enforces modular boundaries \u2014 autonomous private state interacting only through interfaces is modular decoupling realized.",
    "reason": "Message passing enforces modular boundaries \u2014 autonomous private state interacting only through interfaces is modular decoupling realized. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Message Passing operates against that background: Autonomous holders of private state interact only through discrete addressed messages over intermediating channels. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "meta_symbolic_reflection": [
   {
    "child": "meta_symbolic_reflection",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Meta-symbolic reflection is the specific shape reflexivity takes when a symbol system is used to refer to and analyze itself.",
    "reason": "Meta-symbolic reflection is the structurally-particularized form reflexivity takes in the symbolic-cognitive case: the system's self-referential apparatus is a symbol system (language, code, logic, notation) that turns its own syntax into an object of reference, often using the same system reflexively. It inherits reflexivity's structural pattern \u2014 observations or models of the system become inputs shaping the system \u2014 particularized to the case where the loop runs through symbolic self-reference rather than empirical feedback."
   }
  ],
  "metacognition": [
   {
    "child": "metacognition",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metacognition is the specific shape reflexivity takes when a cognitive system represents and regulates its own cognitive processes.",
    "reason": "Metacognition is the specific shape reflexivity takes when the system is a cognitive agent and the self-referential operation is thinking about one's own thinking \u2014 second-order representations of first-order cognitive acts that feed back to regulate them. Reflexivity supplies the underlying pattern: a system's observations or models of itself become inputs that shape its own behavior, creating a self-referential loop. Metacognition is a structurally-particularized instance: the loop runs through cognitive monitoring and control, where awareness of one's own performance regulates subsequent processing \u2014 strategy choice, study allocation, help-seeking."
   },
   {
    "child": "metacognition",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metacognition is built on a self-monitoring-and-regulation feedback loop over the agent's own cognitive processes.",
    "reason": "Metacognition is built on a self-monitoring-and-regulation feedback loop over the agent's own cognitive processes. Feedback supplies the prerequisite condition: Outputs influence inputs. Metacognition operates against that background: Awareness of thinking processes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "metaphor": [
   {
    "child": "metaphor",
    "parent": "analogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metaphor is a specialization of analogy; it is structural mapping from a source to a target domain in language and conceptual thought.",
    "reason": "Analogy is the general pattern of structural mapping between two domains in which relational roles align so that inferences in the source become candidate inferences in the target. Metaphor is the specific case in which the source domain is typically concrete and embodied, the target is typically abstract, and the mapping organizes how the target can be thought about and talked about at all. It inherits analogy's relational-alignment machinery but commits additionally to constitutive cognitive-linguistic projection \u2014 a specialization of analogy applied to thought and discourse."
   }
  ],
  "metaphor_visual_artistic": [
   {
    "child": "metaphor_visual_artistic",
    "parent": "metaphor",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Visual-artistic metaphor is a specialization of metaphor in which the source and target are mapped through visual form rather than language.",
    "reason": "Visual-artistic metaphor is a specialization of metaphor in which the cross-domain mapping is carried by visual form, imagery, or compositional relation rather than by linguistic expression. It inherits metaphor's general structure of importing selected relations and inferences from a source domain into a target domain to support reasoning, communication, or perception, and specializes by fixing the medium of the mapping to visual transfer: one visual form stands for or illuminates another through perceived similarity, structural correspondence, or cultural convention. The conceptual content travels through the image rather than through the word."
   }
  ],
  "metaplasticity": [
   {
    "child": "metaplasticity",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metaplasticity is a specialization of Adaptation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Adaptation supplies the genus: Systems adjust to conditions. Metaplasticity preserves that general structure while adding its differentia: A system's capacity to change is itself modulated by prior activity, so a slow second-order process governs how readily the fast first-order adaptive process can operate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "metastability": [
   {
    "child": "metastability",
    "parent": "local_optimum",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Metastability is a local optimum in a dynamical/energy landscape held by a kinetic barrier, satisfying local_optimum's neighborhood-best-not-global-best definition.",
    "reason": "Metastability is a local optimum in a dynamical/energy landscape held by a kinetic barrier, satisfying local_optimum's neighborhood-best-not-global-best definition. Local Optimum supplies the genus: A point best within its neighborhood but not across the whole landscape. Metastability preserves that general structure while adding its differentia: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "metasystem_transition": [
   {
    "child": "metasystem_transition",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A metasystem transition is the specific shape emergence takes when previously autonomous subsystems become integrated under a new level of control.",
    "reason": "A metasystem transition is the structurally-particularized form emergence takes when independent or loosely-coupled subsystems coordinate through a new integrating mechanism (genetic code, nervous system, social hierarchy, market institution), producing higher-level properties impossible at the prior level. It satisfies emergence's four-part specification \u2014 lower-level constituents, higher-level phenomenon, sense of novelty, conditions \u2014 particularized by the additional commitment that integration produces a new control hierarchy rather than just a new descriptive vocabulary."
   }
  ],
  "metonymy": [
   {
    "child": "metonymy",
    "parent": "symbolic_representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metonymy is 'the specific sub-mechanism' of standing-for licensed by ATTACHMENT/contiguity rather than resemblance or arbitrary convention \u2014 a species of symbolic_representation (the genus).",
    "reason": "Metonymy is 'the specific sub-mechanism' of standing-for licensed by ATTACHMENT/contiguity rather than resemblance or arbitrary convention \u2014 a species of symbolic_representation (the genus). Add symbolic_representation as parent. Symbolic Representation supplies the genus: Sign-meaning link sustained by collective convention rather than resemblance or causal connection. Metonymy preserves that general structure while adding its differentia: Referring to a thing via a contiguous element attached to it \u2014 part, locale, instrument, institution, address \u2014 with the substitution valid only while the contiguity holds. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "metric": [
   {
    "child": "metric",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Metric is a Function Mapping from ordered pairs of objects to non-negative real distances, with metric axioms added.",
    "reason": "A Metric is definitionally a single-valued function from pairs in a set to non-negative real numbers. It inherits Function Mapping's domain, codomain, and determinate input-output rule, then adds identity of indiscernibles, symmetry, and the triangle inequality. Functions with other domains, codomains, or constraints show only that Function Mapping is broader."
   }
  ],
  "microhistory_vs_macrohistory": [
   {
    "child": "microhistory_vs_macrohistory",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Microhistory vs. macrohistory is the specific shape scale takes when historical inquiry varies its resolution between bounded subjects and sweeping processes.",
    "reason": "Microhistory vs. macrohistory is the specific shape scale takes in historical inquiry, where the band of analysis ranges from a single village, trial, or household over a short span (microhistory) to civilizational processes across long durations and wide geographies (macrohistory). It is a structurally-particularized instance of the recognition that properties and patterns vary with scale, with the added commitment that contingency, agency, and texture are visible at the micro band while structural regularities and long-run trends are visible at the macro band, and that neither scale dominates \u2014 they make different features available."
   }
  ],
  "microstructure": [
   {
    "child": "microstructure",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing substrate vocabulary from Microstructure leaves lower-level parts whose meso-scale relations generate macro properties not fixed by composition alone.",
    "reason": "This is not subsumption: Microstructure names the load-bearing intermediate arrangement, while Emergence names the higher-level novelty it explains. Nevertheless, the part-interaction-to-macro-property core is universal to the prime."
   },
   {
    "child": "microstructure",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Microstructure requires distinguishable constituent, intermediate, and bulk scales so the mediating arrangement is neither part inventory nor gross form.",
    "reason": "The prime is not a kind of magnitude. Scale supplies the relative observation regimes needed to locate its subject; Microstructure adds arrangement, processing history, macro-property mediation, and composition-held-fixed counterfactuals."
   }
  ],
  "minimal_modification_principle": [
   {
    "child": "minimal_modification_principle",
    "parent": "modal_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The minimal modification principle presupposes modal reasoning because it constrains which alternative possible worlds count as legitimate counterfactual scenarios.",
    "reason": "The minimal modification principle presupposes modal reasoning because it operates over a structured space of alternative possibilities \u2014 the closest possible worlds Lewis analyzed \u2014 selecting which alternatives are admissible when an antecedent is varied. Without the modal apparatus that introduces operators quantifying over accessible alternatives, there would be no space of counterfactual worlds in which to apply the minimality criterion. The principle is precisely a constraint on the accessibility ordering that modal semantics requires."
   },
   {
    "child": "minimal_modification_principle",
    "parent": "counterfactuals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The minimal modification principle presupposes counterfactuals because it constrains which counterfactual scenarios are legitimate by requiring closeness to actuality.",
    "reason": "The minimal modification principle presupposes counterfactuals because it is a constraint on how to construct and evaluate counterfactual scenarios: vary only the antecedent and preserve as many actual facts as possible. Without the prior commitment to reason about \"if A had been the case, then B would have followed\" claims by comparing the actual world to relevantly-altered alternatives, there is nothing for the minimality requirement to discipline. The principle supplies the closeness ordering that makes counterfactual evaluation tractable rather than degenerating into unbounded reimagining."
   },
   {
    "child": "minimal_modification_principle",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lewis's minimal-modification rule is a constraint governing how counterfactual scenarios are constructed within counterfactual reasoning, a component not a kind.",
    "reason": "Lewis's minimal-modification rule is a constraint governing how counterfactual scenarios are constructed within counterfactual reasoning, a component not a kind. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Minimal Modification Principle operates against that background: Preserve true facts when constructing alternative scenarios. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "minimal_pairs": [
   {
    "child": "minimal_pairs",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A minimal pair is 'a comparison engineered so that exactly one feature differs', which upgrades difference-noting into causal attribution \u2014 a specialization of comparison.",
    "reason": "A minimal pair is 'a comparison engineered so that exactly one feature differs', which upgrades difference-noting into causal attribution \u2014 a specialization of comparison. Comparison supplies the genus: Place items in a shared frame along chosen dimensions to read off a relation between them. Minimal Pairs preserves that general structure while adding its differentia: Hold everything constant except one feature, observe whether the output changes, and attribute the difference to that feature. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "minimalism": [
   {
    "child": "minimalism",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimalism is the specific shape abstraction takes when the retention principle is reduction to the essential by elimination of the inessential.",
    "reason": "Abstraction is the purpose-relative retention of structure: keeping what is load-bearing for a use and discarding what is not. Minimalism is the particular shape this pattern takes when the principle of selection is positive elimination \u2014 fewer colors, fewer steps, fewer words \u2014 chosen to heighten clarity or potency rather than to under-specify. It inherits abstraction's selective-retention move and adds the commitment that reduction itself is constitutive of value. A structurally-particularized instance of abstraction whose specific selection principle is necessity through deliberate elimination."
   },
   {
    "child": "minimalism",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimalism presupposes constraint because its disciplined stripping-away operates as a binding restriction on what counts as admissible in the design.",
    "reason": "Minimalism is the deliberate elimination of everything inessential, which operates as a binding restriction on the admissible set of design moves: ornamental, redundant, or non-load-bearing elements are forbidden from inclusion. Without constraint's machinery of treating a binding restriction as a first-class structural object, there would be no structural difference between an under-specified design and a minimalist one. Minimalism is the active imposition of a necessity-only restriction on the design space, deploying constraint's binding-restriction structure as an aesthetic and functional discipline."
   }
  ],
  "minimalism_in_art": [
   {
    "child": "minimalism_in_art",
    "parent": "minimalism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimalism in art is a kind of minimalism that applies radical reduction of formal elements to visual and sculptural composition.",
    "reason": "Minimalism in art is a specialization of minimalism: the disciplined removal of ornament, figuration, and illusionistic depth, leaving only geometric primitives, industrial materials, and essential structural components so that what remains carries all the weight. It inherits minimalism's commitment to necessity-through-elimination and heightened emphasis on remaining elements, particularized to the visual-aesthetic case where the reduction operates on representational and decorative content and the encounter becomes phenomenological rather than illustrative."
   }
  ],
  "minimax_strategy": [
   {
    "child": "minimax_strategy",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimax is the specific quantifier-alternation specialization of optimization \u2014 optimize over actions against a SUPREMUM over an adversary set (a sup-over-set rule), distinct from optimization in general.",
    "reason": "Minimax is the specific quantifier-alternation specialization of optimization \u2014 optimize over actions against a SUPREMUM over an adversary set (a sup-over-set rule), distinct from optimization in general. makes optimization/multiobjective_optimization the genus it is not identical to. Optimization supplies the genus: Finds best solution under constraints. Minimax Strategy preserves that general structure while adding its differentia: Choose the action whose worst possible outcome is the best worst possible outcome \u2014 minimize the maximum loss an adversarial environment can inflict. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "minimum_necessary_disclosure": [
   {
    "child": "minimum_necessary_disclosure",
    "parent": "access_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimum_necessary_disclosure operates AFTER authorization \u2014 access_control gates who-may-read; this prime governs response-payload breadth under authorized access, projecting surplus at the source.",
    "reason": "Minimum_necessary_disclosure operates AFTER authorization \u2014 access_control gates who-may-read; this prime governs response-payload breadth under authorized access, projecting surplus at the source. It presupposes access_control (entry is already granted) and bounds what travels. Access Control supplies the prerequisite condition: Restrict system access. Minimum-Necessary Disclosure operates against that background: A producer delivers only the subset of its record a consumer's role requires, stripping the surplus at the source. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "minimum_viable_product_mvp": [
   {
    "child": "minimum_viable_product_mvp",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimum Viable Product presupposes Iteration: an MVP is meaningful only as the first round of a learn-and-refine cycle.",
    "reason": "An MVP is the smallest version of a product that can be released to real users to gather feedback, and its defining commitment is that speed-to-feedback drives subsequent refinement. That stance collapses without Iteration as the surrounding structure: the MVP's output must become input to the next build, with state carried between rounds and progress measured across them. Stripped of the iterative loop it sits in, the MVP is just an underbuilt product rather than a learning instrument."
   },
   {
    "child": "minimum_viable_product_mvp",
    "parent": "satisficing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimum viable product is a specialization of satisficing that releases the simplest feature-set meeting core user needs to learn quickly.",
    "reason": "Minimum viable product is a specialization of satisficing. Specifically, it instantiates the aspiration-level-search-and-terminate pattern in the product development context: the aspiration is core-user-need-met, the search proceeds by progressively trimming features rather than expanding them, and the launch decision terminates search the moment the threshold is reached, accepting the design without proving no better one exists. Like other satisficing, it sacrifices optimality for speed; MVP is the subclass that explicitly trades pre-launch completeness for real-world feedback learning."
   },
   {
    "child": "minimum_viable_product_mvp",
    "parent": "galls_law",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MVP is 'Gall's Law operationalized for the venture substrate' \u2014 the prime is strictly more general (its viability predicate is 'works in its own environment', not 'customers pay').",
    "reason": "MVP is 'Gall's Law operationalized for the venture substrate' \u2014 the prime is strictly more general (its viability predicate is 'works in its own environment', not 'customers pay'). galls_law is the parent; mvp keeps its satisficing/iteration parents. Gall's Law supplies the genus: A complex working system is reached only through a connected chain of simpler systems that each worked, never by from-scratch design of the whole. Minimum Viable Product (MVP) preserves that general structure while adding its differentia: Minimum viable product. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "minority_signal_preservation": [
   {
    "child": "minority_signal_preservation",
    "parent": "optionality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "This prime is 'a species of' optionality \u2014 the specific BACKWARD-looking form, preserving dominated residues already produced by a selection process, in addressable form, against a regime shift.",
    "reason": "This prime is 'a species of' optionality \u2014 the specific BACKWARD-looking form, preserving dominated residues already produced by a selection process, in addressable form, against a regime shift. is a specialization of optionality, specialized to retained out-voted signals. Optionality supplies the genus: The asymmetric value of having a choice\u2014bounded downside, unbounded upside\u2014without obligation to act. Minority Signal Preservation preserves that general structure while adding its differentia: A system deliberately retains dominated, out-voted signals in addressable form to preserve optionality against future regime shifts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "missing_data_mechanisms_mcar_mar_mnar": [
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "bias",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Missing-data mechanisms are the specific shape bias takes when systematic data absence skews inferences from observed values.",
    "reason": "Missing-data mechanisms (MCAR, MAR, MNAR) are the specific shape bias takes when observations are absent rather than mis-measured. Bias is a systematic, sign-bearing displacement of estimator outputs away from a true value that survives in the infinite-sample limit. Each missingness mechanism inscribes a particular bias signature: MCAR is unbiased complete-case but inefficient, MAR yields bias correctable by conditioning on observed variables, and MNAR produces bias that cannot be removed without modeling the missingness process itself. The taxonomy is precisely the structural anatomy of one bias source."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Missing-data mechanisms is a specific kind of classification, sorting missingness processes into three categories that determine valid handling.",
    "reason": "Missing-data mechanisms is a specialization of classification. The general pattern assigns entities to discrete categories according to explicitly defined rules, with the category structure carrying meaning about what properties matter and what purposes the grouping serves. Rubin's MCAR/MAR/MNAR taxonomy instantiates this by sorting missingness processes into three bins defined by whether missingness is independent of all variables, conditional on observed values only, or dependent on the unobserved values themselves. The classification is consequential because it determines which estimation procedures yield valid inference."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "observability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MCAR/MAR/MNAR is the specific shape observability takes when the unobservable elements are missing data entries and the inference problem is reconstructing them.",
    "reason": "Missing data mechanisms is the specific shape observability takes when the inference problem is recovering values that were never recorded. Observability frames the general question of whether internal state can be inferred from available outputs; Rubin's classification specifies how the missingness process -- independent of the data (MCAR), conditional on observed variables (MAR), or dependent on unobserved values (MNAR) -- determines whether the missing entries are recoverable from what was observed. Each category corresponds to a distinct observability regime over the missingness mechanism."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "imputation",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The MCAR/MAR/MNAR classification is the load-bearing missingness-assumption COMPONENT that imputation depends on to specify its fill.",
    "reason": "The MCAR/MAR/MNAR classification is the load-bearing missingness-assumption COMPONENT that imputation depends on to specify its fill. 'imputation depends on that classification to specify its assumption.' The taxonomy is the input; imputation is the whole response (fill and propagated uncertainty). After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Imputation: Filling missing values from patterns in the available data under an explicit missingness assumption, with the imputation uncertainty propagated downstream. Missing Data Mechanisms (MCAR, MAR, MNAR) adds the local frame and commitments expressed in its identity: MCAR, MAR, MNAR. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "mission_command": [
   {
    "child": "mission_command",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Mission command is one specific coordination architecture: actors cohere through shared intent rather than a stream of orders.",
    "reason": "Mission command specializes coordination by centralizing a transmissible purpose while decentralizing the locally informed execution choices that serve it. Coordination supplies the genus: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. Mission Command preserves that general structure while adding its differentia: Centralize intent and decentralize execution, holding the slowly-evolving why at the top while delegating the rapidly-evolving how to the edge where information is freshest. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "mission_command",
    "parent": "goal_congruence_alignment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mission command presupposes alignment between the center's intent and the edge actors' operative objectives.",
    "reason": "Decentralized execution coheres only when edge actors' default choices serve the centrally held intent; without that alignment, delegation produces fragmentation rather than mission command. Goal Congruence (Alignment) supplies the prerequisite condition: Alignment of objectives. Mission Command operates against that background: Centralize intent and decentralize execution, holding the slowly-evolving why at the top while delegating the rapidly-evolving how to the edge where information is freshest. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "mission_command",
    "parent": "authority_delegation_under_uncertainty",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Pre-positioned authority for unforeseeable local choices is a constituent of mission command's decentralized-execution layer.",
    "reason": "Mission command is built from centralized intent and authority placed at the informed edge before changing conditions are known, allowing local execution without waiting for renewed central orders."
   }
  ],
  "mixed_layer": [
   {
    "child": "mixed_layer",
    "parent": "buffering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The mixed layer is a specific structural mechanism that performs buffering (a homogenizing stirred surface sealing a stratified interior across a sharp discontinuity), with a stagnation failure mode generic buffering lacks.",
    "reason": "The mixed layer is a specific structural mechanism that performs buffering (a homogenizing stirred surface sealing a stratified interior across a sharp discontinuity), with a stagnation failure mode generic buffering lacks. Presupposes/specializes the buffering function. Buffering supplies the prerequisite condition: A maintained intermediate capacity that absorbs excess and releases it during shortfall, smoothing variation and decoupling a source from a consumer whose rates do not match. Mixed Layer operates against that background: An actively-stirred, locally-homogeneous surface zone that buffers a stratified interior, joined to it by a sharp discontinuity. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "mixed_layer",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A specific configuration of layered zones (uniform stirred surface and stratified interior and sharp boundary) \u2014 a specialization of generic layering.",
    "reason": "A specific configuration of layered zones (uniform stirred surface and stratified interior and sharp boundary) \u2014 a specialization of generic layering. Layering supplies the genus: Segments systems into levels. Mixed Layer preserves that general structure while adding its differentia: An actively-stirred, locally-homogeneous surface zone that buffers a stratified interior, joined to it by a sharp discontinuity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "mixed_strategy": [
   {
    "child": "mixed_strategy",
    "parent": "game_theory_strategy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mixed Strategy is Game-Theoretic Strategy specialized to choosing a probability distribution over actions and drawing afresh to deny an adversary predictive advantage.",
    "reason": "Every Mixed Strategy is a player's contingent strategic policy, but it replaces selection of one action with selection of a calibrated probability distribution over actions. It adds an adversarial prediction-denial purpose, fresh draws, and an indifference condition; pure, dominant, signaling, and commitment strategies show why the parent is broader."
   },
   {
    "child": "mixed_strategy",
    "parent": "randomness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Mixed Strategy presupposes a Randomness source whose realized draws remain unpredictable to the relevant adversary.",
    "reason": "The live Mixed Strategy identity requires an action to be sampled afresh from a calibrated distribution so that an adversary who knows the weights still cannot predict the realization. That is Randomness relative to the adversary's predictor class. The encyclopedia's Randomization prime instead means chance assignment of experimental units to treatments for causal inference, which mixed strategic play neither is nor requires."
   }
  ],
  "mixing": [
   {
    "child": "mixing",
    "parent": "flow",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Mixing contains transport flows that exchange constituents among regions while conserving the total amount being redistributed.",
    "reason": "Flow is the movement constituent inside Mixing. Whether the carrier is advection, diffusion, circulation, shuffling, or exchange, distinguishable material or information must cross local partitions for composition to become less dependent on original position. Mixing adds repeated interpenetration and the resulting reduction of spatial or sequential segregation; a flow can transport without mixing."
   }
  ],
  "mobilization": [
   {
    "child": "mobilization",
    "parent": "latent_realizable_capacity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mobilization presupposes a capacity that exists before deployment and can be activated into manifestation under triggering conditions.",
    "reason": "Remove the bearer and its standing but inactive capacity and there is no reservoir to trigger, coordinate, sustain, or demobilize. Mobilization is the transition and channeling process; Latent Realizable Capacity is the prior dispositional state on which that process operates."
   }
  ],
  "model_assumption_failure": [
   {
    "child": "model_assumption_failure",
    "parent": "assumption",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A model-assumption failure contains a proposition whose truth was required for the model-supported conclusion or action.",
    "reason": "The failed assumption is a load-bearing constituent of the model's warrant. If no proposition was being treated as true, there is no assumption to fail; if its truth was not load-bearing, discovering it false may revise detail but does not instantiate this pattern. Model Assumption Failure adds the dependency break and its consequence."
   },
   {
    "child": "model_assumption_failure",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The pattern presupposes a model, plan, theory, or specification that represents relevant conditions selectively.",
    "reason": "A model-assumption failure is relative to an artifact that stands in for a target system or future situation. The representation may be mathematical, verbal, procedural, or implicit in a plan, but it must encode enough of the world for an assumption to bear inferential or operational load. Reality can change without a model failing; failure arises when the represented dependency no longer holds."
   }
  ],
  "modifiable_areal_unit_problem": [
   {
    "child": "modifiable_areal_unit_problem",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "MAUP is the specific finding that the CHOICE OF PARTITION used to aggregate is a non-neutral input determining the conclusions; it presupposes the aggregation operation.",
    "reason": "MAUP is the specific finding that the CHOICE OF PARTITION used to aggregate is a non-neutral input determining the conclusions; it presupposes the aggregation operation. 'aggregating is the operation; MAUP is the specific finding that the choice of partition... is non-neutral'. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Modifiable Areal Unit Problem operates against that background: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "modifiable_areal_unit_problem",
    "parent": "grain_of_analysis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MAUP \"is the spatial special case; this prime is the general representation-phenomenon match of which MAUP, overfitting, overcoding, and over-splitting are all substrate instances,\" and the What-It-Is-Not section repeats \"Not modifiable_areal_unit_problem...",
    "reason": "MAUP \"is the spatial special case; this prime is the general representation-phenomenon match of which MAUP, overfitting, overcoding, and over-splitting are all substrate instances,\" and the What-It-Is-Not section repeats \"Not modifiable_areal_unit_problem... this prime is the general... of which MAUP... are substrate instances.\" Direction verified: general grain-mismatch subsumes the spatial-unit special case. Grain of Analysis supplies the genus: The choice of the level of decomposition at which an operation is applied to a phenomenon, relative to the level at which the phenomenon's structure actually exists, where mismatch in either direction silently corrupts the operation's results. Modifiable Areal Unit Problem preserves that general structure while adding its differentia: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "modification_event": [
   {
    "child": "modification_event",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "An event taking a before-state to an after-state under an identity-condition that licenses calling the after-state a CONTINUATION (not a replacement) of the same entity \u2014 a specialization of state_and_state_transition with an alter-without-ending invariant and an append-only record.",
    "reason": "An event taking a before-state to an after-state under an identity-condition that licenses calling the after-state a CONTINUATION (not a replacement) of the same entity \u2014 a specialization of state_and_state_transition with an alter-without-ending invariant and an append-only record. State and State Transition supplies the genus: Captures system condition and evolution. Identity-Preserving Modification preserves that general structure while adding its differentia: An entity undergoes an event that changes some of its properties while an identity-condition licenses calling the after-state a continuation of the same entity rather than its replacement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "modularity": [
   {
    "child": "modularity",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Modularity is decomposition into discrete, independently-revisable units joined by stable interfaces.",
    "reason": "Modularity is decomposition into discrete, independently-revisable units joined by stable interfaces. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Modularity preserves that general structure while adding its differentia: Breaks systems into smaller units. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "monitoring": [
   {
    "child": "monitoring",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monitoring presupposes observability because continuous detection of deviation requires that internal state be inferable from outputs.",
    "reason": "Monitoring presupposes observability because its core operation \u2014 continuous or periodic observation of state to detect deviation \u2014 requires that the system's internal state be inferable from externally-visible outputs over time. It inherits observability's structural commitment that outputs over a sufficient interval reconstruct state, and operationalizes that property through metrics, logs, traces, and threshold checks. Without observability, monitoring has no readable signal and threshold-based detection collapses."
   },
   {
    "child": "monitoring",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monitoring is the observe-compare-trigger sensing arm that closes a regulatory feedback loop.",
    "reason": "Monitoring is the observe-compare-trigger sensing arm that closes a regulatory feedback loop. Feedback supplies the prerequisite condition: Outputs influence inputs. Monitoring operates against that background: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "monoid": [
   {
    "child": "monoid",
    "parent": "semigroup",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monoid is a strict specialization of Semigroup.",
    "reason": "Monoid is a strict specialization of Semigroup. Forget the neutral-element requirement from any monoid and the same carrier-operation pair remains closed and associative, satisfying every Semigroup commitment. Monoid requires one two-sided identity, licensing empty products, empty folds, and a do-nothing element without requiring inverses."
   },
   {
    "child": "monoid",
    "parent": "identity_element",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A two-sided Identity Element is a constitutive part of every Monoid.",
    "reason": "A Monoid is not merely associative and closed: it must contain one element that leaves every carrier element unchanged on both sides and supplies the empty product. Identity Element can occur relative to operations outside this algebraic tier, but removing it reduces the structure to a Semigroup, establishing strict part-of composition."
   }
  ],
  "monopoly": [
   {
    "child": "monopoly",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Monopoly typically presupposes Scarcity, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Monopoly operates against that background: A single locus controls access to something for which there are no close substitutes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "monte_carlo_simulation": [
   {
    "child": "monte_carlo_simulation",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation presupposes iteration because convergence to the empirical distribution requires repeatedly drawing and aggregating samples until error shrinks sufficiently.",
    "reason": "Monte Carlo simulation presupposes iteration because the law-of-large-numbers convergence at rate 1/\u221aN is achieved only through repeated sampling, with each draw updating the empirical distribution that approximates the target. It depends on iteration's structural commitments: a single step (draw and evaluate), state carried between rounds (the accumulating sample), a stopping condition (target variance reached), and a progress notion (variance shrinkage). Without the iterative apparatus, Monte Carlo collapses to a single sample with no statistical guarantee."
   },
   {
    "child": "monte_carlo_simulation",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation is a kind of approximation that substitutes a sampled empirical distribution for an intractable analytical target.",
    "reason": "Monte Carlo simulation is a specialization of approximation: it deliberately substitutes a tractable surrogate \u2014 the empirical distribution from N random draws \u2014 for an intractable target distribution or integral, accepting bounded error (variance scaling as 1/\u221aN) in exchange for computability. It inherits approximation's four-part discipline: the exact object (the true expectation or distribution), the simpler surrogate (the sample mean), the error measure (variance or confidence interval), and the tolerance the use case can absorb."
   },
   {
    "child": "monte_carlo_simulation",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation presupposes probability because its random-sampling-and-aggregation method requires a calibrated quantification of input uncertainty.",
    "reason": "Monte Carlo simulation presupposes probability because its method draws random samples from specified input distributions and aggregates the resulting outputs into an empirical distribution approximating the true answer. Without the prior calibration of uncertainty as probability, with sample spaces, events, distributions, and laws of additivity, conditioning, and normalization, there is nothing from which to sample, no convergence guarantee from the law of large numbers, and no meaningful interpretation of the empirical-distribution output. Probability supplies the formal substrate that the simulation samples from and converges to."
   }
  ],
  "moral_hazard": [
   {
    "child": "moral_hazard",
    "parent": "information_asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Moral hazard is the specific shape information asymmetry takes when the hidden information is an agent's action after a contract is in place.",
    "reason": "Moral hazard is the specific shape information asymmetry takes when the unequal private knowledge concerns an agent's post-contract action \u2014 level of care, effort, risk-taking \u2014 that the other party cannot observe or can observe only at prohibitive cost. It is a structurally-particularized instance of one side knowing something material that the other cannot verify, with the added commitments that the hidden element is an action rather than a type, the asymmetry arises after agreement rather than before, and the agent's insulation from full consequences distorts the action away from what full-information contracting would produce."
   },
   {
    "child": "moral_hazard",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Moral hazard is a specialization of the agency problem in which the agent's hidden element is a post-contract action rather than a type.",
    "reason": "Moral hazard is a specialization of the agency problem in which the divergence between principal and agent runs specifically through hidden action: after the contract is in place, the agent chooses an unobservable level of effort, care, or risk, and being insulated from full consequences chooses differently than full-information contracting would prescribe. It inherits the agency problem's structure of delegation under misaligned interests and unobservability, and specializes by fixing the hidden element to action rather than type. The contractual remedy then centers on incentive design rather than screening or signaling."
   },
   {
    "child": "moral_hazard",
    "parent": "peltzman_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Moral_hazard is 'the Peltzman effect WITH explicit contracts' \u2014 the special case where the cost-lowering mechanism is a written risk transfer; Peltzman is the general case (any safeguard: helmet, vaccine, perimeter control).",
    "reason": "Moral_hazard is 'the Peltzman effect WITH explicit contracts' \u2014 the special case where the cost-lowering mechanism is a written risk transfer; Peltzman is the general case (any safeguard: helmet, vaccine, perimeter control). Peltzman is the more-general parent. Peltzman Effect supplies the genus: When a safeguard lowers the cost of failure, an agent reallocates the freed risk-budget into riskier behavior, partly offsetting the intended gain. Moral Hazard preserves that general structure while adding its differentia: Risk-taking under protection. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "moral_panic": [
   {
    "child": "moral_panic",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Moral panic presupposes feedback because its self-amplifying wave of concern requires output-to-input loop closure across media, public, and authority.",
    "reason": "A moral panic is a self-amplifying episode of concern about a perceived threat, disproportionate to actual threat magnitude, following a recognizable life cycle. The self-amplification is constitutively a feedback structure: media coverage drives public concern, public concern drives political response, political response drives more coverage. Each round's output feeds back as the next round's input. Feedback supplies the closure between cause and effect that makes self-amplification possible. Without a loop routing output back to input, the wave could not build to disproportionate magnitude or run its characteristic course."
   }
  ],
  "moral_relativism": [
   {
    "child": "moral_relativism",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Moral relativism presupposes normativity because it operates on moral judgments \u2014 claims of correctness \u2014 by indexing them to evaluative frames.",
    "reason": "Moral relativism presupposes normativity because its entire thesis is a claim about the truth conditions of moral judgments: that the standard of correctness is not absolute but indexed to a culture, period, or appraiser. Without the prior availability of an ought-side practice in which evaluation against a standard occurs, there is nothing for the relativizing move to operate on. Relativism does not deny that moral claims have evaluative force; it inherits normativity's structure of standard-and-evaluation and adds the further commitment that the standard varies with the indexed frame."
   }
  ],
  "motif": [
   {
    "child": "motif",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Motif = recurrence PLUS variation-under-invariance (equivalence class under a permitted-transformation group) and cumulative significance.",
    "reason": "Motif = recurrence PLUS variation-under-invariance (equivalence class under a permitted-transformation group) + cumulative significance. Identical return is repetition, not motif; motif is the enriched specialization of recurrence."
   }
  ],
  "motivated_reasoning": [
   {
    "child": "motivated_reasoning",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Motivated Reasoning is a strict specialization of Bias.",
    "reason": "Motivated Reasoning is a strict specialization of Bias. Both are process-level systematic directional displacements from a true, fair, or intended target rather than random scatter or one mistaken output. Motivated Reasoning fixes the displaced process to evidence handling or belief update and fixes the direction to one selected by a non-epistemic goal or preferred conclusion."
   },
   {
    "child": "motivated_reasoning",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The child presupposes Preference.",
    "reason": "The child presupposes Preference. Remove the ordering that favors one conclusion, identity outcome, comfort state, action policy, or social result over another and the directional motivation disappears; cold error may remain, but not motivated reasoning. Motivated reasoning is an evidence-handling process steered by a preference, not an ordering relation over alternatives. Preference is the directional stake the process consumes."
   }
  ],
  "movement_visual_movement": [
   {
    "child": "movement_visual_movement",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Visual movement presupposes attention because directional cues only function by selectively guiding the viewer's limited gaze resource through the composition.",
    "reason": "Visual movement presupposes attention because compositional flow operates by selectively gating the viewer's perceptual resource: implied lines, diagonals, and rhythmic repetitions only carry meaning when they capture and route the limited gaze the viewer can deploy. Without attention's filter mechanism that selects a subset of available information for deep processing, the directional cues would have no purchase. The eye's traced path through a work is precisely an attentional allocation, sequenced by the artist."
   },
   {
    "child": "movement_visual_movement",
    "parent": "emphasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Visual movement presupposes emphasis because directing the viewer's eye through a composition is the foregrounding mechanism applied across time.",
    "reason": "Visual movement presupposes emphasis because orchestrating directional cues, rhythmic relations, and spatial flow is the act of foregrounding selected pathways against the composition's static background. The emphasis quartet -- foregrounded element, contrast background, emphasis vehicle, attentional payoff -- maps onto the movement case as the path-of-attention, the surrounding field, the implied-line or rhythm vehicle, and the perceptual sequencing. Without emphasis's structure of differential salience against ground, movement would be undirected flow rather than guided perceptual journey. Emphasis supplies the prerequisite condition: Highlighting priority element. Movement (Visual Movement) operates against that background: Guides viewer\u2019s eye. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "multi_path_convergence": [
   {
    "child": "multi_path_convergence",
    "parent": "convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Multi Path Convergence is typically a specialization of Convergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Calls it 'the equifinality specialization of convergence'. BUT the dedup dossier disputes this parent (see discrepancy). Confidence on THIS edge: low-medium. Convergence supplies the genus: Movement toward stable state. Multi Path Convergence preserves that general structure while adding its differentia: Multiple distinct trajectories from different starts arrive at the same end-state, with the destination doing the work. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "multi_path_convergence",
    "parent": "attractor_selection_and_basin_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Multi Path Convergence typically presupposes Attractor Selection and Basin Control, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Attractor Selection and Basin Control supplies the prerequisite condition: System dynamics directed toward stable states via basin manipulation. Multi Path Convergence operates against that background: Multiple distinct trajectories from different starts arrive at the same end-state, with the destination doing the work. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "multiobjective_optimization": [
   {
    "child": "multiobjective_optimization",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiobjective optimization is a specific kind of trade-off where multiple objectives are formalized into a Pareto frontier of non-dominated solutions.",
    "reason": "Multiobjective optimization is a specialization of trade-offs. The general pattern is the structural situation in which improving on one valued dimension requires worsening on another within a feasible set, with multiple dimensions genuinely cared about. Multiobjective optimization instantiates this by formalizing the dimensions as objective functions and the trade-off as the Pareto frontier of non-dominated solutions, requiring a-priori, a-posteriori, or interactive preference articulation to select one. It is the trade-off pattern made explicit as a mathematical search whose output is the geometry of the trade-off surface itself."
   },
   {
    "child": "multiobjective_optimization",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiobjective optimization is a specialization of optimization with two or more incommensurable objectives yielding a Pareto frontier rather than a single optimum.",
    "reason": "Multiobjective optimization is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints pattern with the objective being a vector rather than scalar, so that the notion of optimality becomes Pareto non-dominance and the solution becomes a set of trade-off-distinct candidates. Like single-objective optimization, it specifies decision variables, objectives, constraints, and an operative notion of best; multiobjective is the subclass where preference articulation -- a priori, a posteriori, or interactive -- is required to collapse the Pareto frontier to a chosen solution."
   }
  ],
  "multiple_comparisons_correction": [
   {
    "child": "multiple_comparisons_correction",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Multiple-comparisons correction presupposes the false-positive/false-negative error framework because it controls aggregate false positives by trading threshold stringency against missed true effects.",
    "reason": "The correction is defined over false-rejection risk aggregated across a family of tests. Choosing FWER, FDR, or another family-level criterion and tightening or ranking thresholds is unintelligible without distinguishing false positives from false negatives and recognizing their power trade-off. Type I/II Errors supplies that prior error framework; the correction is not a species of the Texas Sharpshooter Fallacy and is not merely a remedy link encoded as taxonomy."
   }
  ],
  "multiplexing": [
   {
    "child": "multiplexing",
    "parent": "scarcity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiplexing is a kind of scarcity management: many logical streams share one physical channel because channel capacity is the binding constraint.",
    "reason": "Multiplexing partitions a single physical channel along time, frequency, code, or space so that multiple logical streams share it without interference. The pattern only earns its keep when channel capacity is scarce relative to demand: where bandwidth is abundant, no division scheme is needed. Multiplexing is therefore a specialization of scarcity \u2014 specifically a structural allocation response to scarce shared substrate \u2014 that uses non-overlapping interleaving rather than competition or pricing to share the resource."
   },
   {
    "child": "multiplexing",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Multiplexing presupposes aggregation because it collapses many logical streams onto one physical substrate while retaining the per-stream identities for later separation.",
    "reason": "Multiplexing presupposes aggregation because the many-into-one move -- packing multiple logical channels onto a single physical resource -- is aggregation applied to a transport substrate, with the division scheme (time, frequency, code, space) acting as the function that decides what is retained and what is interleaved. The reverse demultiplex operation depends on the aggregation's structure being chosen so that per-stream identity is recoverable. Without aggregation's discipline of deciding-what-to-fold-together, the streams would interfere rather than share the substrate non-destructively. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Multiplexing operates against that background: Sharing one channel among many signals by dividing time, frequency, or code. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "multiplicative_random_growth": [
   {
    "child": "multiplicative_random_growth",
    "parent": "random_walk",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Multiplicative Random Growth contains an additive Random Walk in log-state because logarithms turn the product of proportional shocks into their running sum.",
    "reason": "For a positive state X with X(t+1) = X(t)R(t+1), taking logarithms gives log X(t+1) = log X(t) + log R(t+1). Under the prime's independence and common-increment assumptions, log X is therefore an additive Random Walk. The multiplicative prime adds positivity, proportional change, the exponential map back to levels, and the resulting asymmetric distributional interpretation."
   }
  ],
  "mutual_exclusion": [
   {
    "child": "mutual_exclusion",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Mutual Exclusion is typically a specialization of Coordination, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coordination supplies the genus: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. Mutual Exclusion preserves that general structure while adding its differentia: Guarantee that at most one party occupies a designated state or resource at a time. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "naming_convention": [
   {
    "child": "naming_convention",
    "parent": "standardization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Naming_convention's load-bearing fourth leg is a \"community commitment\" \u2014 a community agreeing to mint identifiers by these rules and not otherwise \u2014 which is a species of the agreement-on-a-norm ACT that standardization (canonical, island seed) names as its genus.",
    "reason": "Naming_convention's load-bearing fourth leg is a \"community commitment\" \u2014 a community agreeing to mint identifiers by these rules and not otherwise \u2014 which is a species of the agreement-on-a-norm ACT that standardization (canonical, island seed) names as its genus. A naming convention is a standardization act applied to the artifact-minting problem (generator+grammar+uniqueness+commitment). Direction is clean: naming_convention is the narrower, identifier-specific instance. Standardization supplies the genus: The act or process by which independent parties converge on a single shared specification, format, or interface \u2014 agreement on a common norm rather than the benefits that follow from it. Naming Convention preserves that general structure while adding its differentia: Names or identifiers are minted not freely but by explicit generative rules a community commits to, buying predictability, parseability, and collision-avoidance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "narrative": [
   {
    "child": "narrative",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Narrative is the specific shape representation takes when events are sequenced and causally linked into a story with agents and an arc.",
    "reason": "Representation is the structured mapping of a target system onto a medium under a faithfulness convention, preserving selected features. Narrative is the particular shape this mapping takes when the target is a stream of events and the medium is sequenced emplotted prose: selected events are connected by causal-temporal links into a whole with beginning, middle, and end, organized around agents. It is a structurally-particularized instance of representation in which the structure preserved is temporal-causal ordering and the convention is emplotment that confers significance through ordered connection."
   }
  ],
  "narrative_construction_in_history": [
   {
    "child": "narrative_construction_in_history",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historical narrative construction presupposes interpretation because selecting and connecting evidentiary traces into a story requires reading them within a meaning-recovery framework.",
    "reason": "Historical narrative construction presupposes interpretation because selecting events, sequencing them, and connecting them through causal and thematic links is interpretive work \u2014 each selection and connection is a reading of the evidentiary record under a framework that makes some readings available and others not. Without interpretation's underlying meaning-recovery operation, the construction would be mere chronology without significance, plot, or agency. Interpretation supplies the constrained-reading machinery on which the historian's emplotment, foregrounding, and moral commitments operate to produce a story rather than a list."
   },
   {
    "child": "narrative_construction_in_history",
    "parent": "narrative",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical narrative construction is the specific shape narrative takes when its events are drawn from an evidentiary record about the past.",
    "reason": "Historical narrative construction is the specific shape narrative takes when the events being selected, sequenced, and connected are drawn from an evidentiary historical record. Narrative's general anatomy \u2014 selection of events, causal-temporal connection, beginning-middle-end emplotment, interpretive arc \u2014 is structurally particularized into the historian's choices: which traces enter the story, which causal and moral links are made explicit, which elements are backgrounded or footnoted. The general emplotment operation is preserved; the specific shape is its accountability to an evidentiary record that constrains but underdetermines the narrative produced."
   }
  ],
  "narrative_persuasion": [
   {
    "child": "narrative_persuasion",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Narrative persuasion presupposes framing because story-mediated transportation works by selecting and configuring how the storyworld presents its content.",
    "reason": "Narrative persuasion shifts attitudes by drawing audiences into a storyworld whose assumptions are imported wholesale into their working model while counter-argumentation is suppressed. This rests on framing: the structural claim that presentation systematically shapes perception by what is made salient, what is taken as reference, what vocabulary and categories organize the content. A narrative is a sustained configuration of exactly these framing choices, made through character, setting, and plot. Without the framing mechanism by which configuration shapes judgment, story-mediated transportation would have no purchase."
   },
   {
    "child": "narrative_persuasion",
    "parent": "narrative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Narrative persuasion presupposes narrative because the persuasive mechanism operates through emplotted story structure, not bare claims.",
    "reason": "Narrative persuasion shifts belief through story-mediated transportation: the audience inhabits a storyworld and imports its assumptions into their working model. This presupposes narrative itself, the structural pattern in which events are selected, sequenced, and emplotted into a whole with beginning, development, and closure organized around agents. Without an emplotted artifact whose meaning arises from ordered connection rather than from individual claims, there is no storyworld to be transported into and no character to identify with; the suppression of counter-argument depends on processing a world-to-inhabit rather than a proposition."
   }
  ],
  "nash_equilibrium": [
   {
    "child": "nash_equilibrium",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Nash Equilibrium is the strategic-choice analogue of generic Equilibrium, but unilateral-deviation stability need not supply the restoring dynamics required by every strict Equilibrium case.",
    "reason": "A Nash Equilibrium is commonly and usefully read as an Equilibrium: each participant's best response balances the others' choices so no unilateral change improves the participant's payoff. The generic Equilibrium entry, however, also requires a restoring or maintaining mechanism and a stability regime under perturbation. A Nash profile can be dynamically unstable or unreachable, so the relation remains typical rather than strict."
   },
   {
    "child": "nash_equilibrium",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Nash Equilibrium is a strategy profile containing one Game-Theoretic Strategy for each agent.",
    "reason": "A Nash Equilibrium is constituted by a profile of agents' strategies. Each component strategy maps that agent's information or contingency to an action, and the equilibrium condition tests every component against unilateral replacement while holding the others fixed. Game-Theoretic Strategy is therefore a strict part of the equilibrium profile, not a merely typical background frame and not the genus of the profile."
   },
   {
    "child": "nash_equilibrium",
    "parent": "fixed_point",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Nash equilibrium is by definition a fixed point of the joint best-response correspondence.",
    "reason": "A Nash equilibrium is by definition a fixed point of the joint best-response correspondence. Fixed Point supplies the genus: A state a transformation leaves unchanged \u2014 self-consistency under update \u2014 organizing analysis into existence, uniqueness, stability, and basin of attraction. Nash Equilibrium preserves that general structure while adding its differentia: A strategy profile in which no agent can improve its payoff by unilaterally changing strategy, given the others' choices \u2014 the fixed point of the joint best-response correspondence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "native_category_flattening": [
   {
    "child": "native_category_flattening",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The failure is a lossy recoding of a source's meaning-bearing partition into a foreign taxonomy; it presupposes a classification/recoding act and names its destructive (merge/split, irrecoverable) special case.",
    "reason": "The failure is a lossy recoding of a source's meaning-bearing partition into a foreign taxonomy; it presupposes a classification/recoding act and names its destructive (merge/split, irrecoverable) special case. Built on the recoding step."
   },
   {
    "child": "native_category_flattening",
    "parent": "translation_and_conceptual_bridging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "It is a pathology of translating one category scheme into another \u2014 lossy, asymmetric, one-way.",
    "reason": "It is a pathology of translating one category scheme into another \u2014 lossy, asymmetric, one-way. Translation and Conceptual Bridging supplies the genus: Convert concepts or meanings between incommensurable frameworks. Native-Category Flattening preserves that general structure while adding its differentia: A source system's own partition of the world is silently collapsed when an external observer recodes it into a foreign taxonomy without first preserving the source partition, destroying distinctions the downstream analysis would have needed and that recoded labels cannot recover. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "natural_selection": [
   {
    "child": "natural_selection",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Natural selection is selection specialized to heritable variants whose unequal reproduction or persistence shifts population composition across repeated rounds.",
    "reason": "Natural selection contains Selection's candidate population, operative pressure, differential continuation, and resulting composition shift. It adds heritable variation, differential reproduction or persistence, transmission of retained traits, and iteration across generations or rounds. Those differentiae distinguish it from one-shot filtering, institutional admission, and pruning of components within one already built system."
   }
  ],
  "near_miss_normalization": [
   {
    "child": "near_miss_normalization",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Near-Miss Normalization is typically a specialization of Bias, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bias supplies the genus: Systematic, directional error distinct from random noise. Near-Miss Normalization preserves that general structure while adding its differentia: A system reads the absence of harm in a narrowly-averted event as evidence of robustness rather than as a signal of lost margin, so it resets the margin to the smaller value and drifts its operating envelope toward the failure boundary while still counting itself safe. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "near_miss_normalization",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Near-Miss Normalization is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Near-Miss Normalization preserves that general structure while adding its differentia: A system reads the absence of harm in a narrowly-averted event as evidence of robustness rather than as a signal of lost margin, so it resets the margin to the smaller value and drifts its operating envelope toward the failure boundary while still counting itself safe. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "need_solution_alignment": [
   {
    "child": "need_solution_alignment",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Need\u2013Solution Alignment is compatibility specialized from non-interference to positive functional adequacy for a stated need.",
    "reason": "The proposed solution and the need-side context must be capable of composing without contradiction across their relevant interfaces and constraints. Need\u2013Solution Alignment inherits that relational fit and adds a beneficiary, a capability that addresses the need, and a better-than-current-alternative performance condition."
   },
   {
    "child": "need_solution_alignment",
    "parent": "comparison",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Alignment is established relative to a current alternative or threshold, not from the solution's qualities in isolation.",
    "reason": "A proposed intervention fits only relative to what the beneficiary can already do, including doing nothing. Comparing supplied capability, burdens, and outcomes with that alternative is an internal constituent of the alignment test. The same solution can therefore fit one context and fail another without changing intrinsically."
   },
   {
    "child": "need_solution_alignment",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The need is operationalized through binding conditions the solution must satisfy in the beneficiary's context.",
    "reason": "Needs become testable when expressed as requirements, limits, tolerances, timing, access conditions, or other constraints. A benefit that ignores a binding condition does not align even if it improves some secondary dimension. Constraint is therefore part of the fit relation rather than background decoration."
   }
  ],
  "negative_case_analysis": [
   {
    "child": "negative_case_analysis",
    "parent": "falsifiability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Negative Case Analysis typically presupposes Falsifiability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Falsifiability supplies the prerequisite condition: A claim is scientific only if it could in principle be empirically refuted. Negative Case Analysis operates against that background: Deliberately hunt the cases that would overturn your account, then revise or scope it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "negative_space": [
   {
    "child": "negative_space",
    "parent": "figure_ground",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Negative space is the specific shape figure-ground takes when the ground is deliberately structured as a compositional element rather than merely backdrop.",
    "reason": "Negative space is the specific shape figure-ground takes when the recessive ground is deliberately structured and made to do compositional work \u2014 directing attention, providing rest, generating meaning through emptiness \u2014 rather than being treated as unattended backdrop. It is a structurally-particularized instance of the figure-ground organization in which something stands out against context, with the added commitment that the ground itself is shaped, scaled, and weighted as a design element. Absence becomes presence: the unpopulated area carries communicative force precisely as the non-figure half of the reciprocal assignment."
   },
   {
    "child": "negative_space",
    "parent": "complement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Negative space is one ARTISTIC instance of the complement...",
    "reason": "'Negative space is one ARTISTIC instance of the complement... Complement is the substrate-independent operator; negative space is its application in visual composition.' complement is the general parent, negative_space the art-aesthetics child. Add complement as parent (negative_space keeps figure_ground). Complement supplies the genus: Everything in a declared universe that is not in a designated subset. Negative Space preserves that general structure while adding its differentia: Empty space shaping form. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "neighborhood": [
   {
    "child": "neighborhood",
    "parent": "topology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "'the neighborhood of a point is the PRIMITIVE of topology itself: open sets, continuity, limits, convergence are all defined locally.' Neighborhood presupposes/founds a proximity structure; topology is its native home.",
    "reason": "'the neighborhood of a point is the PRIMITIVE of topology itself: open sets, continuity, limits, convergence are all defined locally.' Neighborhood presupposes/founds a proximity structure; topology is its native home. (Could be read as foundational; topology-presupposes is the cleanest hook.). Topology supplies the prerequisite condition: Studies properties preserved under deformation. Neighborhood operates against that background: The local-context window of elements close to a focal point under a proximity structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "network": [
   {
    "child": "network",
    "parent": "reservoir_flux_network",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Network is the framed or domain-specific realization of Reservoir-Flux Network; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Reservoir-Flux Network: Named stocks linked by conserved flows. Network adds the local frame and commitments expressed in its identity: Models interactions between components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "network_broker_role": [
   {
    "child": "network_broker_role",
    "parent": "role",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "And dedup-style read: a specific role-type fixed by three positional features (upstream access, downstream capacity, interpretive authority) and pass-through.",
    "reason": "And dedup-style read: a specific role-type fixed by three positional features (upstream access, downstream capacity, interpretive authority) and pass-through. role is the genus; this is the enriched child. Role supplies the genus: A bundle of expected behaviours attached to a social position. Network Broker Role preserves that general structure while adding its differentia: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "network_broker_role",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A positional property OF a network \u2014 presupposes a network substrate (nodes/ties with a source side and receiver side).",
    "reason": "A positional property OF a network \u2014 presupposes a network substrate (nodes/ties with a source side and receiver side). Network supplies the prerequisite condition: Models interactions between components. Network Broker Role operates against that background: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "network_broker_role",
    "parent": "gatekeeping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A network broker sitting between source access and audience ties with interpretive authority is a specific instantiation of the choke-point-plus-arbiter gatekeeping structure.",
    "reason": "A network broker sitting between source access and audience ties with interpretive authority is a specific instantiation of the choke-point-plus-arbiter gatekeeping structure. Gatekeeping supplies the genus: An actor or mechanism at a choke point exercises selective passage control, shaping the downstream distribution in ways the audience cannot directly observe. Network Broker Role preserves that general structure while adding its differentia: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "network_effect": [
   {
    "child": "network_effect",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network effects are a specialization of increasing returns in which the rising marginal value comes from demand-side adoption rather than supply-side scale.",
    "reason": "Network effects are a kind of increasing returns specialized to a demand-side accumulation: each additional user raises the value of the good for every other user, so marginal utility rises rather than falls as the installed base grows. It inherits the general pattern that the marginal benefit of additional accumulation rises with the cumulative state variable, producing self-reinforcing dynamics and lock-in, and supplies the specific case where the accumulating variable is user adoption and the increasing-returns mechanism operates on the demand side rather than through production cost."
   },
   {
    "child": "network_effect",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network effects is the specific shape feedback takes when each new user makes the system more valuable to all existing users, reinforcing further adoption.",
    "reason": "Feedback is the closure in which a system's output is routed back to influence its subsequent input, with the present depending on the system's own prior output. Network effects is the particular shape this closure takes in adoption dynamics: each additional user raises the platform's value to all users, which raises the probability that further potential users adopt, which raises the value again. It is a structurally-particularized instance of positive feedback whose specific tap is installed-base size and whose specific coupling is the value-to-adoption-probability relation."
   },
   {
    "child": "network_effect",
    "parent": "strategic_complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'network effects are one prominent MANIFESTATION of complementarity (more users raise the value of joining), but complementarity is the general payoff mechanism.' strategic_complementarity is the more-general parent of network_effect.",
    "reason": "'network effects are one prominent MANIFESTATION of complementarity (more users raise the value of joining), but complementarity is the general payoff mechanism.' strategic_complementarity is the more-general parent of network_effect. Strategic Complementarity supplies the genus: One actor's action raises the marginal benefit of others taking the same action. Network Effect preserves that general structure while adding its differentia: Value increases with users. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "network_flow_models": [
   {
    "child": "network_flow_models",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network Flow Models is a specialization of Optimization, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Optimization supplies the genus: Finds best solution under constraints. Network Flow Models preserves that general structure while adding its differentia: Optimize flow across networks. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "network_flow_models",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network flow models presuppose flow because they formalize routing and allocation as directed transport with capacity limits and conservation at every node.",
    "reason": "Network flow models presuppose flow because their entire formulation imports flow's structural commitments: a conserved quantity moves through directed edges with capacity limits, conservation at internal nodes equates inflow with outflow, and the objective is to maximize or cost-minimize a directional throughput from source to sink. Without the prior availability of flow as continuous directional transfer obeying conservation and gradient-driven movement through a structured channel network, max-flow, min-cost flow, and multi-commodity flow have no substrate on which their LP structure can rest."
   },
   {
    "child": "network_flow_models",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network flow models presupposes network because flows, capacities, and conservation are defined on the underlying graph of nodes and connections.",
    "reason": "Network flow models route resources through graphs with capacitated directed edges subject to flow conservation at internal nodes, optimizing total flow or cost. The entire formulation requires a connection pattern as its substrate: nodes for junctions, edges for routes, and the topology that determines reachability and bottlenecks. Without a network as a first-class object \u2014 entities together with pairwise connections \u2014 there would be no graph over which to define capacities, no conservation constraints to write, and no specialized algorithms exploiting the network structure to invoke."
   }
  ],
  "network_traversal": [
   {
    "child": "network_traversal",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network traversal presupposes a network because its visitable states and permitted next steps are defined by nodes and edges in an underlying relational structure.",
    "reason": "A traversal requires a node set and an adjacency relation that determine what may be visited next. Network supplies that possibility structure. Traversal adds seeds, a frontier policy, visit-state bookkeeping, and a stopping rule; it is therefore a process operating on a network rather than a kind of network or one constituent inside every network."
   }
  ],
  "niche_construction": [
   {
    "child": "niche_construction",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Niche_construction is a SPECIALIZATION of feedback where the fed-back variable is specifically the ENVIRONMENT OF SELECTION (which variants are favored), not any state the agent influences.",
    "reason": "Niche_construction is a SPECIALIZATION of feedback where the fed-back variable is specifically the ENVIRONMENT OF SELECTION (which variants are favored), not any state the agent influences. feedback is the parent. Feedback supplies the genus: Outputs influence inputs. Niche Construction preserves that general structure while adding its differentia: An agent modifies its environment, and the modified environment changes the selection pressures acting back on the modifier \u2014 the environment is endogenous. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "nirvana_fallacy": [
   {
    "child": "nirvana_fallacy",
    "parent": "informal_fallacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nirvana Fallacy is a specialization of Informal Fallacy, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Informal Fallacy supplies the genus: A named, recurring pattern of defective argument whose error lies not in logical form but in content, context, or the relevance and acceptability of its premises \u2014 so it can be valid in form yet still fail as reasoning. Nirvana Fallacy preserves that general structure while adding its differentia: Rejecting a real, available option because it falls short of an idealized counterfactual, when the operative comparison should be against the best feasible alternative. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "no_free_lunch_theorem": [
   {
    "child": "no_free_lunch_theorem",
    "parent": "axiomatic_incompatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No Free Lunch is the impossibility result that universal method superiority cannot coexist with an unrestricted problem distribution.",
    "reason": "It rules out a procedure that dominates over the full problem space and forces the designer to restrict the domain or accept that every inductive bias gains on one class by losing on its complement."
   },
   {
    "child": "no_free_lunch_theorem",
    "parent": "conservation_laws",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No Free Lunch is a conservation law specialized to total method performance averaged over problem-space.",
    "reason": "Summed over all admissible problems, performance remains equal across methods, so any gain on one class is exactly offset by loss on the complementary class."
   }
  ],
  "no_one_is_above_the_rules": [
   {
    "child": "no_one_is_above_the_rules",
    "parent": "rule_of_law",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No one is above the rules is a specialization of rule of law that articulates its equality-before-law commitment as a universally applicable maxim.",
    "reason": "No one is above the rules is a specialization of rule of law. Specifically, it crystallizes the architectural commitment that no element is exempt from the system's governing rules -- including those who create or enforce them -- into the maxim that legal rules apply uniformly regardless of rank, status, or power. Like the broader rule-of-law principle, it rests on impartial application and reflexive self-binding of rule-makers; this subclass is the specific universal-applicability proposition that operationalizes uniformity and rejects hierarchical exemption."
   }
  ],
  "no_true_scotsman": [
   {
    "child": "no_true_scotsman",
    "parent": "informal_fallacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No True Scotsman is a specialization of Informal Fallacy, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Informal Fallacy supplies the genus: A named, recurring pattern of defective argument whose error lies not in logical form but in content, context, or the relevance and acceptability of its premises \u2014 so it can be valid in form yet still fail as reasoning. No True Scotsman preserves that general structure while adding its differentia: When a counterexample to a universal claim appears, membership in the subject category is redefined to exclude it, preserving the claim by emptying it of content. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "noether_s_theorem": [
   {
    "child": "noether_s_theorem",
    "parent": "principle_of_least_action",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Noether's Theorem presupposes Principle of Least Action, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Principle of Least Action supplies the prerequisite condition: Optimal system paths. Noether's Theorem operates against that background: Symmetry links to conservation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "noether_s_theorem",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Noether's theorem presupposes a continuous symmetry of the action from which it derives a conserved current.",
    "reason": "A continuous symmetry of the action is an explicit input to Noether's theorem. The theorem adds the correspondence to a conservation law; it is not itself a kind of symmetry. Its existing least-action prerequisite is retained as a separate parent."
   }
  ],
  "nominal_vs_actual_control": [
   {
    "child": "nominal_vs_actual_control",
    "parent": "formal_vs_informal_structures",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Both contrast an official/documented description with an enacted reality; nominal_vs_actual_control is the narrower, assurance-centred case specifically about a CONTROL/safeguard's documented vs enacted register PLUS the sampling-mismatch of the assurance apparatus.",
    "reason": "Both contrast an official/documented description with an enacted reality; nominal_vs_actual_control is the narrower, assurance-centred case specifically about a CONTROL/safeguard's documented vs enacted register PLUS the sampling-mismatch of the assurance apparatus. is a specialization of (specialized) formal-vs-informal split, scoped to controls and assurance. Formal vs. Informal Structures supplies the genus: Official vs actual systems. Nominal vs. Actual Control preserves that general structure while adding its differentia: Every control exists as a documented nominal form and an enacted actual form, and the assurance apparatus usually samples only the former. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "non_zero_sum_game": [
   {
    "child": "non_zero_sum_game",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Non-Zero-Sum Game strictly presupposes a strategy-profile space over which joint payoff can vary.",
    "reason": "Non-Zero-Sum Game classifies a strategic interaction by evaluating joint payoff across alternative strategy profiles. It therefore requires players, their admissible Game-Theoretic Strategies, and the profiles those strategies form. The game is not itself a contingent policy from information to action, so subsumption conflates the payoff structure with one of the objects it presupposes."
   }
  ],
  "nonparametric_methods": [
   {
    "child": "nonparametric_methods",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nonparametric Methods are a kind of approximation: ranks and flexible estimators substitute tractable surrogates for unspecified distributions.",
    "reason": "Nonparametric methods stand in for the true unknown distribution using ranks, order statistics, resampling, or flexible estimators rather than committing to a specified functional family. That is the canonical move of approximation: substituting a tractable surrogate for an intractable target while carrying explicit guarantees about the error. Nonparametric methods specialize approximation to the case where the surrogate avoids strong distributional assumptions, trading parametric efficiency for robustness to misspecification."
   },
   {
    "child": "nonparametric_methods",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nonparametric methods are a specialization of statistical inference characterized by minimal assumptions about the underlying distribution's functional form.",
    "reason": "Nonparametric methods are the distribution-free or distribution-light specialization of statistical inference: they draw conclusions about populations from samples without committing to a specific parametric distribution family, relying instead on ranks, order statistics, resampling, or flexible estimators. Where statistical inference names the broad reasoning from sample to population under explicit uncertainty accounting generally, the nonparametric specialization fixes the assumption profile as minimal, trading some efficiency under correctly-specified models for robustness across distributional shapes."
   },
   {
    "child": "nonparametric_methods",
    "parent": "distributional_assumption",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Nonparametric methods presuppose distributional assumption because they are constituted as the minimal-assumption alternative within the distributional-assumption design space.",
    "reason": "Nonparametric methods are defined by contrast with parametric approaches: they minimize or avoid the distributional assumption rather than abolish the framing of distributional choice. Without the distributional-assumption machinery \u2014 the recognition that modeling uncertain quantities requires a commitment about probability-distribution shape \u2014 there would be no design dimension along which nonparametric methods could be located as the minimal-commitment pole. The parent prime supplies the structural choice (what to assume about shape) that nonparametric methods occupy a particular position on."
   },
   {
    "child": "nonparametric_methods",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Distribution-free methods maintain valid inference across distributional variation \u2014 statistical robustness to functional-form misspecification.",
    "reason": "Distribution-free methods maintain valid inference across distributional variation \u2014 statistical robustness to functional-form misspecification. Robustness supplies the genus: Maintain functionality under stress. Nonparametric Methods preserves that general structure while adding its differentia: Distribution-free analysis. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "normalization_of_deviance": [
   {
    "child": "normalization_of_deviance",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Normalization of Deviance is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Normalization of Deviance preserves that general structure while adding its differentia: An operating standard drifts outward because small departures, each repeatedly observed without immediate catastrophe, are reclassified as normal. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "normativity": [
   {
    "child": "normativity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Normativity is the specific shape constraint takes when the binding restriction is an evaluative standard against which states can be judged correct or incorrect.",
    "reason": "Normativity is the specific shape constraint takes when the binding restriction operates evaluatively rather than physically: it specifies which states, actions, or beliefs count as correct, required, permissible, or prohibited, and renders the rest subject to criticism rather than impossible. It is a structurally-particularized instance of restricting an admissible set, with the added commitment that admissibility is enforced through evaluation, judgment, and the practice of holding-to-account rather than through physical incompatibility. The standard plays the role constraint plays generally \u2014 partitioning what counts as acceptable \u2014 but does so in the ought-mode."
   }
  ],
  "nucleation": [
   {
    "child": "nucleation",
    "parent": "threshold_driven_order_emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Nucleation is 'one route to threshold-driven order, not the genus' \u2014 the specific surface-cost-exceeds-volume-benefit-at-small-size mechanism (critical nucleus and hysteresis) within the broader family of order appearing past a threshold.",
    "reason": "Nucleation is 'one route to threshold-driven order, not the genus' \u2014 the specific surface-cost-exceeds-volume-benefit-at-small-size mechanism (critical nucleus and hysteresis) within the broader family of order appearing past a threshold. Threshold-Driven Order Emergence supplies the genus: Order after critical point. Nucleation preserves that general structure while adding its differentia: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "nucleation",
    "parent": "activation_energy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Nucleation's free-energy barrier is a kind of activation energy (the height one element of the mechanism crosses); the prime presupposes a barrier.",
    "reason": "Nucleation's free-energy barrier is a kind of activation energy (the height one element of the mechanism crosses); the prime presupposes a barrier. 'activation energy is one element' of nucleation. Activation Energy supplies the prerequisite condition: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. Nucleation operates against that background: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "nucleation",
    "parent": "metastability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nucleation is the specific mechanism by which a metastable system transitions via a critical seed overcoming surface-cost barrier, a specialized process presupposing metastability of the parent phase.",
    "reason": "Nucleation is the specific mechanism by which a metastable system transitions via a critical seed overcoming surface-cost barrier, a specialized process presupposing metastability of the parent phase. Metastability supplies the genus: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Nucleation preserves that general structure while adding its differentia: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "object_permanence": [
   {
    "child": "object_permanence",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A persistent internal representation carried through unobservable intervals is a constitutive part of object permanence.",
    "reason": "The entity's identity and predicted state must remain encoded while observations are absent so later evidence can be re-bound to the same continuing object. Representation supplies an internal constituent: Model complex ideas. Object Permanence requires that role within this mechanism: A system maintains persistent internal state for entities it cannot currently observe, modeling them as continuing to exist and re-binding them on re-emergence. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "objective_creep": [
   {
    "child": "objective_creep",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Objective creep is one expression of the ratchet effect (asymmetric add/subtract friction) operating specifically on goal-sets \u2014 low-friction to add a sub-objective, high-friction to subtract.",
    "reason": "Objective creep is one expression of the ratchet effect (asymmetric add/subtract friction) operating specifically on goal-sets \u2014 low-friction to add a sub-objective, high-friction to subtract. is a specialization of a ratchet on an authorized goal portfolio. Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Objective Creep preserves that general structure while adding its differentia: An actor's effective goal boundary expands beyond what its original plan was sized for, as locally-reasonable sub-objectives are added under engagement through low-friction addition and high-friction subtraction, diluting the original objective. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "observable_surface_becomes_contract": [
   {
    "child": "observable_surface_becomes_contract",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "This prime is path_dependence PLUS a scale law \u2014 history constrains the present (path dependence) AND the rate at which observables convert to binding constraints scales with observer count and elapsed time, making dependence a forecastable trajectory.",
    "reason": "This prime is path_dependence PLUS a scale law \u2014 history constrains the present (path dependence) AND the rate at which observables convert to binding constraints scales with observer count and elapsed time, making dependence a forecastable trajectory. is a specialization of path_dependence, specialized by the observability-creates-dependence scale mechanism. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Observable Surface Becomes Contract preserves that general structure while adding its differentia: Every observable behaviour, exposed to enough observers over enough time, becomes a binding dependency regardless of the nominal contract. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "observational_learning_social_learning": [
   {
    "child": "observational_learning_social_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Observational learning is a specialization of learning in which acquisition occurs through watching others rather than through direct trial-and-error.",
    "reason": "Observational learning is a kind of learning specialized to a particular acquisition channel: attending to, encoding, reproducing, and being motivated by others' modeled behavior and its consequences. It inherits learning's general commitment that the agent's internal capability is durably updated by experience or information, and narrows the experience to vicarious observation rather than direct trial-and-error or direct reinforcement. The four sub-processes \u2014 attention, retention, reproduction, motivation \u2014 are the specific machinery by which the general experience-driven self-update operates when the experience is watching another agent act."
   }
  ],
  "observer_effect": [
   {
    "child": "observer_effect",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Observer Effect is a kind of reflexivity: the act of observing a system feeds back as a perturbation of the system observed.",
    "reason": "The observer effect names the structural fact that measurement couples the apparatus to the system, so the value read is not the value that would have obtained absent measurement, and subsequent behavior is altered. That is reflexivity instantiated at the measurement interface: the observation enters as an input to what is observed, creating a self-referential loop between knower and known. It is the physical, measurement-side specialization of the broader reflexive pattern."
   },
   {
    "child": "observer_effect",
    "parent": "measurement_uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The observer effect is a specialization of measurement uncertainty in which the act of measuring perturbs the system and thereby alters what is measured.",
    "reason": "The observer effect specializes measurement uncertainty by fixing the source of error as the measurement-system interaction itself: the act of observation perturbs the observed quantity. Where measurement uncertainty names the general gap between true state and measured state arising from instrument limits, observer error, environmental variation, or systematic bias, the observer effect specifies that the noise source is not external limitation but the irreducible coupling between apparatus and system \u2014 a particular shape uncertainty takes when measurement is necessarily invasive."
   },
   {
    "child": "observer_effect",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The observer effect presupposes observability because the perturbation by measurement is the cost paid against the inference-of-state-from-output discipline.",
    "reason": "The observer effect presupposes observability because the phenomenon -- the measurement act altering the system being measured -- is intelligible only relative to observability's claim that internal state can be inferred from outputs. Observability frames the inference goal; the observer effect names the back-action coupling through which the measurement apparatus's read-out unavoidably perturbs the source state. Without the observability framing of state-versus-output, there is no clean signal-versus-perturbation distinction; the observer effect is observability's structural cost in coupled systems. Observability supplies the prerequisite condition: Infer internal state externally. Observer Effect operates against that background: Observation alters system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "observer_effect",
    "parent": "measurement_and_disturbance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Observer Effect is a specialization of Measurement and Disturbance, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Measurement and Disturbance supplies the genus: Obtaining information while minimizing measurement perturbation. Observer Effect preserves that general structure while adding its differentia: Observation alters system. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "offensive_action": [
   {
    "child": "offensive_action",
    "parent": "competition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Competition is the standing arena; offensive_action a posture within it.",
    "reason": "Competition is the standing arena; offensive_action a posture within it. Presupposes, not is a specialization of (competition can hold between non-agents; offensive_action requires a deliberate agentic move). Competition supplies the prerequisite condition: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Offensive Action operates against that background: Commit to unilateral first movement that forces opponents into a reactive posture, letting the initiator set the tempo, location, and terms of engagement and so control the agenda. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "omission_bias": [
   {
    "child": "omission_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Omission Bias is a specialization of Bias, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bias supplies the genus: Systematic, directional error distinct from random noise. Omission Bias preserves that general structure while adding its differentia: When acting and not acting carry similar expected outcomes, decision-makers systematically prefer inaction, judging a harm caused by acting as worse than an equal-or-greater harm caused by failing to act, because commission feels more causally and morally attributable than omission. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "ontology": [
   {
    "child": "ontology",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ontology presupposes set and membership because inventorying what exists requires the apparatus of collections, members, and inclusion criteria.",
    "reason": "Ontology presupposes set and membership because specifying what there is \u2014 basic categories, identity criteria, dependency relations \u2014 requires the prior conceptual apparatus of treating entities-considered-together as objects of reasoning. To say a kind exists is to circumscribe the collection of its members under a criterion of inclusion; to give an identity criterion is to fix the membership relation. Without set-and-membership's general structure of collection-as-first-class-object distinct from its members and its defining predicate, the ontologist has no framework for stating which entities populate which categories and how those categories relate."
   }
  ],
  "open_closed_principle": [
   {
    "child": "open_closed_principle",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Modularity is 'the prerequisite substrate \u2014 a system carved into parts with hidden internals'; OCP layers a directional change-stance (sealed kernel and additive surface and gate) onto a modular partition.",
    "reason": "Modularity is 'the prerequisite substrate \u2014 a system carved into parts with hidden internals'; OCP layers a directional change-stance (sealed kernel and additive surface and gate) onto a modular partition. Presupposes modularity; adds the additive-vs-destructive asymmetry. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Open-Closed Principle operates against that background: Harden a stable kernel against modification and route all change through an open extension surface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "open_goal_persistence": [
   {
    "child": "open_goal_persistence",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Open-Goal Persistence is a state-and-transition pattern specialized to an adopted goal held in an active state until an explicit release transition fires.",
    "reason": "The mechanism defines at least inactive, active-open, completed, and abandoned or substituted states, with adoption entering the active state and recognized completion or termination leaving it. State and State Transition supplies the state space, current-state sufficiency, and trigger-governed transitions. The child adds an agentic goal, maintained return priority, and release semantics."
   }
  ],
  "open_publication_for_interoperability": [
   {
    "child": "open_publication_for_interoperability",
    "parent": "standardization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Open_publication is a facilitating mechanism/tactic that promotes convergence.",
    "reason": "Open_publication is a facilitating mechanism/tactic that promotes convergence. Sub-case of the genus. Standardization supplies the genus: The act or process by which independent parties converge on a single shared specification, format, or interface \u2014 agreement on a common norm rather than the benefits that follow from it. Open Publication for Interoperability preserves that general structure while adding its differentia: Publishing artifacts in an addressable, license-clear, machine-readable, openly accessible, versioned form so other communities can build on them without per-use negotiation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "open_publication_for_interoperability",
    "parent": "interoperability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Open Publication for Interoperability is a specialization of Interoperability, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Interoperability supplies the genus: Systems function together. Open Publication for Interoperability preserves that general structure while adding its differentia: Publishing artifacts in an addressable, license-clear, machine-readable, openly accessible, versioned form so other communities can build on them without per-use negotiation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "open_publication_for_interoperability",
    "parent": "license_as_coordination",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Open publication contains a standing reuse license as one of its five defining publication commitments.",
    "reason": "Open Publication for Interoperability contains License as Coordination as its license-clear constituent: the published terms preauthorize a class of downstream uses and replace bilateral permission bargaining. The larger publication bundle additionally requires addressability, reusable form, public access, and version discipline, so the license mechanism is a necessary part rather than the whole pattern."
   }
  ],
  "operational_overextension": [
   {
    "child": "operational_overextension",
    "parent": "margin_of_safety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Overextension is the story of where a margin vanishes: backbone capacity minus frontier demand evaluated at expected shock reaches zero.",
    "reason": "Overextension is the story of where a margin vanishes: backbone capacity minus frontier demand evaluated at expected shock reaches zero. It presupposes a margin/buffer and specifies which one (frontier-to-backbone) and how it is consumed. frames margin_of_safety as the static buffer it dynamizes. Margin of Safety supplies the prerequisite condition: Buffer capacity. Operational Overextension operates against that background: A system advances a frontier of activity faster than the supporting backbone that sustains it can keep up, so the leading edge becomes brittle and fails on its next shock \u2014 the failure lying in the frontier-to-backbone ratio, not the frontier itself. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "operational_period": [
   {
    "child": "operational_period",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Operational Period is a specialization of Iteration, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Iteration supplies the genus: Repeats steps to refine outcomes. Operational Period preserves that general structure while adding its differentia: A bounded interval in which a plan is committed, executed, and reassessed at its boundary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "operational_reach": [
   {
    "child": "operational_reach",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Effective reach is set by a tip's DEPENDENCY on a support tail whose capacity decays with distance/duration (the tip can act only as far as the tail reaches).",
    "reason": "Effective reach is set by a tip's DEPENDENCY on a support tail whose capacity decays with distance/duration (the tip can act only as far as the tail reaches). Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Operational Reach operates against that background: Effective action extends only as far as the support tail can sustain it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "operationalization": [
   {
    "child": "operationalization",
    "parent": "refinement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Operationalization is the specific refinement of an intent-level specification into an executable procedure BOUND BY a correctness contract (making 'does this procedure satisfy this spec?' meaningful), with many-to-one freedom.",
    "reason": "Operationalization is the specific refinement of an intent-level specification into an executable procedure BOUND BY a correctness contract (making 'does this procedure satisfy this spec?' meaningful), with many-to-one freedom. is a specialization of refinement (adding detail), specialized to the what->how lowering under a discharge contract. Refinement supplies the genus: Iteratively improving a candidate solution toward adequacy through repeated cycles of evaluation and adjustment that narrow the gap to a target, rather than deriving the answer in one shot. Operationalization preserves that general structure while adding its differentia: A specification of what is wanted is mechanically lowered into an executable how, under a correctness contract relating the two. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "opportunity_asymmetry": [
   {
    "child": "opportunity_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Opportunity asymmetry is a kind of asymmetry in which agents' feasible action sets differ systematically by position and endowment.",
    "reason": "Opportunity asymmetry is a specialization of asymmetry: the relation between an agent and the set of actions available to them fails the swap-test \u2014 exchanging two agents' positions changes what each can do, not merely what each receives. It inherits asymmetry's directed-imbalance structure and particularizes it to the action-set case where the relevant asymmetry is in feasibility rather than outcome, distinguishing it from outcome inequality and locating the structural barrier at the access stage."
   }
  ],
  "opportunity_cost": [
   {
    "child": "opportunity_cost",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Opportunity cost presupposes decision because the forgone best alternative only has standing as a cost when a choice has actually been made.",
    "reason": "Opportunity cost is the value of the best alternative forgone when a choice is made \u2014 it is constituted by the act of choosing one option and thereby closing off others. Without a decision, no path is selected, no alternatives are foreclosed, and the comparative magnitude has nothing to attach to. Decision supplies the moment when deliberation collapses into commitment and other paths are closed; opportunity cost is the economic accounting of what that closure cost in terms of best forgone alternative, so it presupposes the decisional commitment."
   },
   {
    "child": "opportunity_cost",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Opportunity cost presupposes scarcity because the cost of the best forgone alternative only arises when resources are insufficient to do both.",
    "reason": "Opportunity cost is the value of the best alternative forgone when a choice is made, and it is meaningful only under constraint: if a resource were unlimited or the alternatives were not mutually exclusive, no alternative would actually be forgone. Scarcity supplies exactly this precondition \u2014 a finite supply insufficient to satisfy all simultaneous demands, so that allocating to one use necessarily denies another. Opportunity cost is the accounting consequence of that exclusivity, presupposing scarcity as the structural condition that makes forgone alternatives a real cost."
   }
  ],
  "optimal_stopping_rule": [
   {
    "child": "optimal_stopping_rule",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "An optimal stopping rule repeats a continue/halt DECISION over a stream under uncertainty and trade-off; it presupposes the decision prime (committing to one alternative under uncertainty) and specializes it to the sequential, irreversible, order-matters halt structure.",
    "reason": "An optimal stopping rule repeats a continue/halt DECISION over a stream under uncertainty and trade-off; it presupposes the decision prime (committing to one alternative under uncertainty) and specializes it to the sequential, irreversible, order-matters halt structure. distinct from a one-shot decision because alternatives arrive in sequence. Decision supplies the prerequisite condition: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. Optimal Stopping Rule operates against that background: A rule maps a sequence of observations to a halt decision, trading the cost of stopping too early against stopping too late. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "optimism_bias": [
   {
    "child": "optimism_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Optimism bias is a specialization of bias in which the systematic displacement favors better-than-true probability estimates for one's own outcomes.",
    "reason": "Optimism bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern in the self-prediction subclass: individuals' probability estimates for personal positive outcomes are consistently above base rates, estimates for personal negative outcomes consistently below, and belief updates asymmetric. It exhibits bias's defining signature -- a sign and direction surviving repeated estimation -- with the offset traced to motivated self-relevant projection and stronger for self than for comparable others, distinguishing it within the broader bias catalog."
   }
  ],
  "optionality": [
   {
    "child": "optionality",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality presupposes uncertainty because the asymmetric value of an option only exists when future states are not yet known.",
    "reason": "Optionality is the asymmetric value of holding a right without a duty \u2014 bounded downside, unbounded upside \u2014 preserved by paying a premium now for the privilege to decide later. That asymmetric value depends entirely on future states being unknown: if the future were certain, there would be no reason to keep choice open and the option would collapse to its expected exercise value. Uncertainty \u2014 the structural condition of incomplete knowledge about future states \u2014 is the very substrate that makes preserved maneuverability worth paying for, so optionality cannot exist without it."
   },
   {
    "child": "optionality",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality presupposes reversibility and irreversibility because an option's value depends on the asymmetry between flexible upside and bounded committed downside.",
    "reason": "Optionality is the structure of bounded downside and preserved upside choice, which requires the underlying distinction between paths that lock in commitment and paths that retain flexibility. Without the reversibility-irreversibility dimension, there would be no asymmetry to capture: the value of holding an option is precisely the value of remaining on the reversible side until exercise. The premium paid for an option is the price of avoiding premature irreversibility, so the parent prime's distinction is logically prior to optionality's payoff structure."
   }
  ],
  "order": [
   {
    "child": "order",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes Comparison: a precedence relation requires the ability to place elements under a shared frame and read off a relation.",
    "reason": "Order assigns a binary relation that says which element precedes which, subject to axioms like transitivity and antisymmetry. That relation cannot be established without Comparison as the underlying operation: pairs of elements must be brought under a shared dimension, aligned, and assigned a same/different or greater/lesser verdict. Order is comparison's outcome stabilized into a structured ranking over a whole set, so without the comparison operation no ordering relation can be constructed or checked."
   },
   {
    "child": "order",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes Set and Membership: a precedence relation is defined over the elements of some set whose membership is already settled.",
    "reason": "An order is a binary relation on a set, governed by axioms (reflexivity, antisymmetry, transitivity, or their strict variants) that quantify over that set's elements. The relation has no domain to act on unless Set and Membership has already fixed which items are in play and which are not. Order is therefore a structure layered onto a set: it presupposes the set as a first-class collection of distinct elements before it can rank, sort, or compare them."
   },
   {
    "child": "order",
    "parent": "relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes relation because a ranking is a particular binary relation satisfying transitivity together with reflexivity or irreflexivity and antisymmetry or asymmetry.",
    "reason": "Order presupposes relation because an order is, formally, a binary relation on a set obeying additional structural axioms: transitivity together with reflexivity and antisymmetry, or irreflexivity and asymmetry. Without the prior availability of relation as a designated pattern of association picking out which tuples stand together, there is no substrate on which the order axioms can act. Relation supplies the general apparatus of well-defined association; order adds the specific axioms that turn that association into a ranking with precedence."
   }
  ],
  "organizational_culture": [
   {
    "child": "organizational_culture",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Shared social norms are internal constituents of organizational culture alongside beliefs, values, assumptions, rituals, and interpretive frames.",
    "reason": "Organizational culture is the system of shared beliefs, values, norms, tacit assumptions, rituals, and interpretive frames that guides acceptable behavior within an organization. Social norms are therefore explicit internal constituents: they encode expectations about how members should behave and attach approval, disapproval, or organizational consequences to compliance and deviation. Culture contains additional elements, but without shared normative expectations it would lose the behavioral guidance and acceptability judgments central to its live definition."
   }
  ],
  "ornamentation": [
   {
    "child": "ornamentation",
    "parent": "form_and_content",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ornamentation presupposes form and content because decorative elaboration adds form to a substrate without altering its primary functional content.",
    "reason": "Ornamentation presupposes form and content because the very move of applying decorative detail to a functional substrate requires the form-content distinction: the substrate carries the primary function (content), and the ornament elaborates its presentation (form) without necessarily altering what the object does. Without the dualism that separates what-is-conveyed from how-it-is-presented, ornament collapses into structure and the discretionary aesthetic dimension disappears. Ornamentation operates precisely in the form-axis space the parent prime opens, while leaving content axis largely intact."
   }
  ],
  "oscillation": [
   {
    "child": "oscillation",
    "parent": "periodicity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Oscillation is Periodicity specialized to recurring variation around a reference under restoring dynamics.",
    "reason": "Every live Oscillation has a state that returns to similar values at a characteristic interval; damped, noisy, driven, and slowly modulated cases remain within Periodicity's approximate or conditional branches. Oscillation adds alternation around a reference, a restoring tendency, and storage or momentum that carries the state past the reference. Rotation, pulse trains, and externally scheduled stage cycles remain periodic without being oscillations."
   }
  ],
  "other_regarding_preferences": [
   {
    "child": "other_regarding_preferences",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Preference is the umbrella; the own-payoff-only agent is recovered at zero cross-weights (a measure-zero point).",
    "reason": "Preference is the umbrella; the own-payoff-only agent is recovered at zero cross-weights (a measure-zero point). Preference supplies the genus: Agent's ordering over a choice set on some evaluative dimension. Other-Regarding Preferences preserves that general structure while adding its differentia: An agent's evaluation of outcomes depends not only on its own payoff but on the payoffs of other agents. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "out_of_distribution_detection": [
   {
    "child": "out_of_distribution_detection",
    "parent": "extrapolation_beyond_sampled_regime",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Out-of-distribution detection presupposes the risk of applying a calibrated decision apparatus beyond the regime in which its competence was established.",
    "reason": "The scope detector exists to catch the regime exit that the primary apparatus cannot reliably recognize from its ordinary confidence output. Remove the calibration-versus-deployment boundary and the deferral mechanism no longer has an out-of-competence condition to detect."
   }
  ],
  "outlier_leverage": [
   {
    "child": "outlier_leverage",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Outlier leverage is a property of an aggregation rule's non-resistance (low breakdown point) to extremes applied to a tailed distribution \u2014 it presupposes an aggregation (mean, slope, ratio, ranking) whose result a few points dominate.",
    "reason": "Outlier leverage is a property of an aggregation rule's non-resistance (low breakdown point) to extremes applied to a tailed distribution \u2014 it presupposes an aggregation (mean, slope, ratio, ranking) whose result a few points dominate. Built on the collapse-to-a-summary operation."
   }
  ],
  "overfitting": [
   {
    "child": "overfitting",
    "parent": "inductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Overfitting presupposes Inductive Reasoning, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Inductive Reasoning supplies the prerequisite condition: Specific to general inference. Overfitting operates against that background: Poor generalization. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "overfitting",
    "parent": "trade_offs",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Overfitting is the high-capacity, high-variance endpoint of the bias-variance trade-off already canonically owned by Trade-offs.",
    "reason": "Increasing model flexibility can reduce bias while amplifying sensitivity to sample noise, so the child occupies one failure corner of the coupled capacity problem. Trade-offs owns the two-sided structure; Overfitting adds the train-test generalization gap and the capacity-reduction remedy."
   }
  ],
  "oversight_capacity": [
   {
    "child": "oversight_capacity",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Oversight capacity presupposes attention because the finite span of supervision is grounded in bounded cognitive attentional resources.",
    "reason": "Oversight capacity is the structural invariant that any single overseeing entity can handle only a finite number of direct sub-units before coordination and decision quality decay. The binding source of that finitude is bounded attention \u2014 the inherently scarce cognitive resource that must be allocated across reports, signals, and decisions. Attention names the gating mechanism by which a limited resource is selectively assigned across competing inputs; oversight capacity is the management-side consequence of attention's scarcity, presupposing the attentional constraint as the upstream cause of any span-of-control limit."
   },
   {
    "child": "oversight_capacity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Oversight capacity is the specific shape a constraint takes on the number of direct sub-units a single supervising entity can effectively manage.",
    "reason": "Oversight capacity is the particularization of constraint to the supervisory relationship: bounded cognitive attention and coordination cost impose a binding upper limit on how many direct sub-units a single overseer can effectively handle before quality degrades. Where constraint names binding restrictions on admissible configurations generally, oversight capacity fixes the variable being restricted \u2014 direct-report count \u2014 and locates the binding limit in the cognitive and structural properties of the supervising entity rather than in the resources or technology of the subordinates."
   }
  ],
  "overton_window": [
   {
    "child": "overton_window",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The window is the population-level band of currently-sayable positions maintained by graded social cost; it presupposes the normative/sanctioning apparatus social_norms supplies.",
    "reason": "The window is the population-level band of currently-sayable positions maintained by graded social cost; it presupposes the normative/sanctioning apparatus social_norms supplies. Social Norms supplies the prerequisite condition: Shared expectations about how members of a reference group should behave, maintained through internalization and anticipated decentralized approval, correction, or sanction. Overton Window operates against that background: A mobile range of positions that are currently sayable without social cost, with boundaries shifted by repeated exposure rather than argument. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "paradigmatic_vs_syntagmatic_relations": [
   {
    "child": "paradigmatic_vs_syntagmatic_relations",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Paradigmatic and syntagmatic relations presuppose set and membership because the paradigmatic axis is a set of substitutable alternatives for a position.",
    "reason": "Paradigmatic and syntagmatic relations presuppose set and membership because the paradigmatic axis is by definition a set of mutually substitutable alternatives that could fill a given slot \u2014 synonyms, chord-function substitutes, interface implementations \u2014 and identifying that set requires the membership relation that decides which candidates belong and which do not. Without set and membership's collection-as-first-class-object and inclusion-criterion machinery, there is no extension of substitutable alternatives to which a selected syntagmatic element belongs and from which it was drawn against the unrealized alternatives in absentia."
   }
  ],
  "paradox_of_unanimity": [
   {
    "child": "paradox_of_unanimity",
    "parent": "bayesian_updating",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The sign-flip is a Bayesian non-monotonicity: it presupposes posterior updating over a three-hypothesis model (true / false / independence-broken).",
    "reason": "The sign-flip is a Bayesian non-monotonicity: it presupposes posterior updating over a three-hypothesis model (true / false / independence-broken). It is the conservation result that updating yields once a systemic-failure prior is admitted. Bayesian Updating supplies the prerequisite condition: Update beliefs with evidence. Paradox of Unanimity operates against that background: Agreement beyond what independent observation could produce becomes evidence against the conclusion, signaling a broken-independence failure mode. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "parallel_independent_inspection": [
   {
    "child": "parallel_independent_inspection",
    "parent": "redundancy",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parallel independent inspection gains coverage by duplicating the inspection role across partially independent inspectors.",
    "reason": "Parallel independent inspection gains coverage by duplicating the inspection role across partially independent inspectors. After the operations_research frame is stripped away, the retained structural roles are those of Redundancy: Duplicate critical components. Parallel Independent Inspection adds the local frame and commitments expressed in its identity: Defect coverage of a fixed artifact rises with the number and diversity of independent inspectors working in overlapping parallel. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "pareto_effect_80_20_rule": [
   {
    "child": "pareto_effect_80_20_rule",
    "parent": "heavy_tailed_distributions",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Pareto effect is the specific shape heavy-tailed distributions take when ranked contribution shares concentrate roughly 80% of effects in roughly 20% of causes.",
    "reason": "The Pareto effect is the specific shape heavy-tailed distributions take when the underlying power-law structure is translated into a rule of thumb about cumulative contribution shares. Heavy-tailed distributions' general signature \u2014 extreme values dominate sums, averages, and totals because the tail decays slowly \u2014 is structurally particularized into the observation that a small fraction of items produces a disproportionately large fraction of outcomes, with the canonical 80/20 split as the management-friendly summary. The general tail-dominance pattern is preserved; the specific shape is its cumulative-share, prioritization-actionable form."
   }
  ],
  "pareto_efficiency": [
   {
    "child": "pareto_efficiency",
    "parent": "efficiency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency is efficiency specialized to a multi-objective or multi-party feasible set where no protected dimension can improve without another worsening.",
    "reason": "It inherits the feasible-set dominance test and undominated-frontier verdict. The child adds vector-valued outcomes across objectives or participants and refuses scalarization: improvement is free only when at least one dimension improves and none worsens."
   },
   {
    "child": "pareto_efficiency",
    "parent": "optimization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency is the specific shape optimization takes when multiple objectives are present and dominance is the operative criterion.",
    "reason": "Optimization is the search for an element of a specified set that maximizes or minimizes an objective subject to constraints, with operative optimality named \u2014 exact, approximate, local, or Pareto. Pareto efficiency is the particular shape this search takes in the multi-objective case where interpersonal utility comparison is refused: an allocation is optimal when no change can make anyone better off without making someone worse off. It is a structurally-particularized instance of optimization whose specific notion of best is the dominance frontier, not a scalarized aggregate."
   },
   {
    "child": "pareto_efficiency",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency presupposes allocation because the no-improvement criterion ranks assignments of limited supply across competing claimants.",
    "reason": "Pareto efficiency is the property of an allocation in which no change can make someone better off without making someone else worse off, which presupposes the underlying act of assigning limited supply to competing claimants. Without allocation's machinery of distributing scarce supply across competing demands, there would be no assignment whose efficiency the Pareto criterion could evaluate, no participants whose welfare comparisons would matter, and no feasible set of alternative assignments to scan for improvements. Allocation supplies the substrate on which Pareto efficiency operates as an evaluative criterion."
   }
  ],
  "parkinsons_law": [
   {
    "child": "parkinsons_law",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The law is the dynamics of ABSENT scarcity: an elastic activity fills its container's slack because no scarcity signal calls a stop short of the wall; its standard cure is to MANUFACTURE scarcity (tighter container).",
    "reason": "The law is the dynamics of ABSENT scarcity: an elastic activity fills its container's slack because no scarcity signal calls a stop short of the wall; its standard cure is to MANUFACTURE scarcity (tighter container). It presupposes the scarcity/slack frame as its governing variable. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Parkinson's Law operates against that background: An elastic activity expands to fill its allocated resource container up to the binding constraint when no counter-pressure calls a stop short of the wall. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "parrondos_paradox": [
   {
    "child": "parrondos_paradox",
    "parent": "synergy_and_antagonism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parrondo's Paradox is synergy specialized to state-coupled stochastic processes whose combination reverses negative individual expectations into a positive joint one.",
    "reason": "Its winning mixture is a super-additive interaction relative to the two losing baselines, with shared-state modification and opposite-signed regional effects supplying the child's exact mechanism."
   }
  ],
  "parsimony_occam_s_razor": [
   {
    "child": "parsimony_occam_s_razor",
    "parent": "minimalism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parsimony is a specialization of minimalism; it is the principle of cutting unnecessary explanatory structure from theories and models.",
    "reason": "Minimalism is the disciplined principle of stripping away unnecessary complexity to isolate and emphasize essential elements that serve a primary function. Parsimony is the specific case in which the domain is explanation and the elements being cut are theoretical entities, parameters, mechanisms, and assumptions beyond what is needed to account for the evidence. It inherits minimalism's reduction-by-necessity stance and adds the explanatory-adequacy criterion as the test of what counts as essential. A specialization of minimalism keyed to theory choice and model selection."
   }
  ],
  "parsing": [
   {
    "child": "parsing",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Parsing recovers latent hierarchical structure from a representational substrate (the sequence) under a framework (the grammar) \u2014 the syntactic-structure-recovery specialization of interpretation ('recover meaning from a representational substrate under a framework that makes some readings available').",
    "reason": "Parsing recovers latent hierarchical structure from a representational substrate (the sequence) under a framework (the grammar) \u2014 the syntactic-structure-recovery specialization of interpretation ('recover meaning from a representational substrate under a framework that makes some readings available'). Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Parsing preserves that general structure while adding its differentia: Recover hidden hierarchical structure from a flat sequence using a grammar. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "parsing",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Alternative lineage: parsing is the grammar-inverting, structure-recovering member of the transformation family (sequence -> tree).",
    "reason": "Alternative lineage: parsing is the grammar-inverting, structure-recovering member of the transformation family (sequence -> tree). Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Parsing preserves that general structure while adding its differentia: Recover hidden hierarchical structure from a flat sequence using a grammar. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "partition": [
   {
    "child": "partition",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A partition is the disjoint-and-exhaustive (MECE) discipline imposed on a carrier set via a single-valued membership function; it presupposes the set/membership apparatus it disciplines.",
    "reason": "A partition is the disjoint-and-exhaustive (MECE) discipline imposed on a carrier set via a single-valued membership function; it presupposes the set/membership apparatus it disciplines. Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Partition operates against that background: A division of a set into non-overlapping, collectively exhaustive blocks. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "partition_dependence_of_aggregates": [
   {
    "child": "partition_dependence_of_aggregates",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This prime is the structural consequence of the aggregation operation \u2014 that the operation's output depends on how the partition is drawn.",
    "reason": "This prime is the structural consequence of the aggregation operation \u2014 that the operation's output depends on how the partition is drawn. Presupposes aggregation as the collapsing step (the verb; this is a fact about the verb's output). Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Partition Dependence of Aggregates operates against that background: Any statistic computed on partition-aggregated data is a function of the partition itself, not solely of the underlying data. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "past_state_contamination": [
   {
    "child": "past_state_contamination",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing domain vocabulary leaves an ordered availability relation in which later evidence crosses into an artifact asserted to represent an earlier state.",
    "reason": "Removing domain vocabulary leaves an ordered availability relation in which later evidence crosses into an artifact asserted to represent an earlier state. Remove human memory, model training, finance, databases, legal review, and named validation protocols. A time-indexed state, evidence arriving after its index, an illicit backward information channel, a changed reconstruction, and a time-respecting repair remain."
   }
  ],
  "path": [
   {
    "child": "path",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A path is one COMMITTED realization of a connection through the underlying relational substrate (a network)...",
    "reason": "'A path is one COMMITTED realization of a connection through the underlying relational substrate (a network)... the path's leverage comes entirely from holding the realized route apart from the possibility structure.' A path presupposes a network to traverse. Network supplies the prerequisite condition: Models interactions between components. Path operates against that background: An ordered, traversable sequence of edges connecting one node to another through a relational structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "path_dependence": [
   {
    "child": "path_dependence",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Path dependence presupposes dependency because outcomes constrained by historical trajectory require the present to rely on prior decisions and states.",
    "reason": "Path dependence presupposes dependency because the claim that present options depend constitutively on the historical trajectory of choices requires the directed reliance relation between later and earlier states. Without dependency's structure \u2014 A cannot proceed, function, or retain value unless conditions on prior B are met \u2014 the present state would be fully determined by current conditions plus exogenous shock, and history would drop out. Dependency supplies the temporal reliance that makes the sequence of past decisions load-bearing for present and future possibilities."
   },
   {
    "child": "path_dependence",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Path dependence presupposes time because outcomes constrained by historical trajectory require the temporal ordering of earlier and later states.",
    "reason": "Path dependence presupposes time because the claim that present possibilities depend constitutively on the specific historical trajectory of past choices requires the temporal ordering of earlier and later states with irreversible succession. Without time's privileged direction \u2014 earlier states fixing branching points that constrain later ones \u2014 there would be no sequence in which past decisions could foreclose alternatives or accumulate constraints. Time supplies the directed-ordering substrate that makes the historical trajectory a structurally meaningful determinant of present state, not a redundancy on top of current conditions plus exogenous shock."
   },
   {
    "child": "path_dependence",
    "parent": "collingridge_dilemma",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Path_dependence (the rising lock-in curve alone) is one of the two curves the Collingridge dilemma composes \u2014 it adds the co-rising INFORMATION curve and the window between them.",
    "reason": "Path_dependence (the rising lock-in curve alone) is one of the two curves the Collingridge dilemma composes \u2014 it adds the co-rising INFORMATION curve and the window between them. After the economics_finance frame is stripped away, the retained structural roles are those of Collingridge Dilemma: Information about a system's consequences rises as the cost of changing it rises, so the window where intervention is both informed and feasible may be narrow or absent. Path Dependence adds the local frame and commitments expressed in its identity: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "pattern_completion": [
   {
    "child": "pattern_completion",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern completion is a specific kind of interpretation, recovering a coherent whole from partial input via stored priors.",
    "reason": "Pattern completion is a specialization of interpretation. The general pattern recovers meaning from a representational substrate given a framework that makes some readings available and others not, producing readings that are neither uniquely fixed by the input nor arbitrary. Pattern completion instantiates this with the substrate being partial, noisy, or ambiguous input and the framework being stored regularities, learned associations, or generative priors that fill in the unobserved parts. The reconstruction is constrained by priors and answerable to the input, which is exactly the productive-yet-bounded character of interpretation."
   },
   {
    "child": "pattern_completion",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern completion is a kind of inductive reasoning that infers the unobserved whole from partial input using stored regularities.",
    "reason": "Pattern completion is a specialization of inductive reasoning: it produces a conclusion about unobserved portions of a whole that goes beyond what the partial input logically guarantees, drawing on stored regularities, context, and predictive priors. It inherits induction's ampliative commitment \u2014 conclusions extend the evidence \u2014 and particularizes it to the reconstruction case, where the inference fills in occluded, noisy, or degraded parts. The reconstruction's accuracy depends on the same support-strength and calibration metrics induction uses."
   },
   {
    "child": "pattern_completion",
    "parent": "predictive_coding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pattern completion presupposes predictive coding because filling incomplete input requires a generative model whose predictions span the missing parts.",
    "reason": "Pattern completion presupposes predictive coding because reconstructing a coherent whole from partial input requires the same predict-compare-correct machinery: a generative model produces predictions for unobserved or degraded portions, the observed portion is compared against those predictions, and the inferred completion is the model-consistent extension of the input. Predictive coding supplies the prior-structure-as-generative-model and the residual-driven update that pattern completion deploys: the model contributes the missing parts, the input constrains the inference, and prediction error tunes the model toward better future completions."
   }
  ],
  "pattern_in_design": [
   {
    "child": "pattern_in_design",
    "parent": "recurrence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern in design is the specific shape recurrence takes when motifs are deliberately arranged to repeat across a surface or sequence.",
    "reason": "Pattern in design is the structurally-particularized form recurrence takes in the aesthetic-design case: the recurring unit is the motif, the predictable spacing is set by the compositional grid or rhythm, and the trigger is the designer's systematic placement. It inherits recurrence's structural property of pattern reappearance with predictable structure, particularized to the intentional-arrangement case where repetition is orchestrated with controlled variation rather than merely observed in natural data."
   }
  ],
  "pattern_recognition": [
   {
    "child": "pattern_recognition",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern recognition is a specialization of classification in which the assignment of a stimulus to a known category proceeds by feature matching against stored representations.",
    "reason": "Pattern recognition is a specialization of classification in which the rule-application is implemented by matching a stimulus's observable features against stored category representations: templates, prototypes, exemplars, or learned hierarchical detectors. It inherits the general classification commitment that entities are assigned to discrete categories according to explicit criteria, with the assignment carrying meaning for downstream reasoning. Its specialization is to identify the stimulus as an instance of a known category via similarity-driven feature analysis rather than via explicit rule application or definitional checklist."
   }
  ],
  "pedagogy": [
   {
    "child": "pedagogy",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pedagogy presupposes learning because the deliberate teaching act is only intelligible relative to the learner-side acquisition it aims to cause.",
    "reason": "Pedagogy presupposes learning because pedagogy is defined as the intentional, other-directed arrangement of conditions calibrated to cause a durable change in another agent's capability \u2014 and that change just is learning. Without the learner-side update as its target, pedagogy has no object: sequencing, modeling, support, and assessment all become uncalibrated activity. The teaching-side practice and the learner-side acquisition are explicitly framed as counterparts, so pedagogy cannot operate as a structured practice without presupposing learning as the process it is engineered to produce."
   }
  ],
  "peltzman_effect": [
   {
    "child": "peltzman_effect",
    "parent": "counterresponse_offset",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Peltzman Effect is a Counterresponse Offset specialized to a safeguard lowering expected failure cost and releasing a behavioral risk budget.",
    "reason": "It inherits direct improvement, a coupled adaptive response, and graded offset accounting. It adds an exposure-choosing agent, a safety or protection intervention, expected failure cost as the changed condition, and riskier behavior as the response."
   }
  ],
  "perception_action_loop": [
   {
    "child": "perception_action_loop",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The perception-action loop is the specific feedback structure in which 'action moves the sensing apparatus itself' \u2014 a constitutive coupling, not merely an error signal.",
    "reason": "The perception-action loop is the specific feedback structure in which 'action moves the sensing apparatus itself' \u2014 a constitutive coupling, not merely an error signal. Genus=feedback, differentia=acting-moves-sensing and reafference. Feedback supplies the genus: Outputs influence inputs. Perception Action Loop preserves that general structure while adding its differentia: Perception and action are constitutively coupled: action moves the sensing apparatus, that movement changes what is sensed, and what is sensed becomes the basis for the next action, in one closed loop with no clean sense-think-act stages. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "perceptual_expertise": [
   {
    "child": "perceptual_expertise",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perceptual Expertise is Learning specialized to a durable, exposure-driven change in representational resolution and later discrimination.",
    "reason": "Learning supplies experience-driven internal update that changes future performance. The child fixes the updated capability to a recognizer's feature allocation and category representation, with dense exposure improving within-category individuation and sparse exposure leaving coarse codes."
   },
   {
    "child": "perceptual_expertise",
    "parent": "pattern_recognition",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Perceptual Expertise contains Pattern Recognition because its learned granularity is expressed through feature extraction, stored category representations, and matching of new instances.",
    "reason": "Expertise is not mere familiarity or accumulated facts. Training changes which features the recognizer extracts and how finely members of a category are represented and matched. Pattern Recognition supplies that operational channel; the child adds the exposure-driven redistribution of resolution."
   }
  ],
  "percolation": [
   {
    "child": "percolation",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Percolation is 'the specific phase transition whose order parameter is connectivity' \u2014 the emergence of a system-spanning giant component, with its own critical exponents and universality classes.",
    "reason": "Percolation is 'the specific phase transition whose order parameter is connectivity' \u2014 the emergence of a system-spanning giant component, with its own critical exponents and universality classes. A species of the generic tipping-point/phase-transition. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Percolation preserves that general structure while adding its differentia: Local, often random short-range connections accumulated across a population suddenly produce system-spanning connectivity once their density crosses a critical threshold. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "percolation_threshold": [
   {
    "child": "percolation_threshold",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'percolation threshold is a phase transition, but a specific one' \u2014 the connectivity transition on a network substrate (giant component as order parameter, topology-dependent p_c).",
    "reason": "'percolation threshold is a phase transition, but a specific one' \u2014 the connectivity transition on a network substrate (giant component as order parameter, topology-dependent p_c). A specialization of the generic tipping-point/phase-transition family. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Percolation Threshold preserves that general structure while adding its differentia: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "percolation_threshold",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Defined on a network substrate of linkable sites; presupposes network (the relevant object is the connectivity graph).",
    "reason": "Defined on a network substrate of linkable sites; presupposes network (the relevant object is the connectivity graph). Network supplies the prerequisite condition: Models interactions between components. Percolation Threshold operates against that background: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "percolation_threshold",
    "parent": "porosity",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Percolation Threshold is the framed or domain-specific realization of Porosity; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the chemistry_materials frame is stripped away, the retained structural roles are those of Porosity: A bulk holds a distributed fraction of internal void space whose total, connectivity, and distribution jointly set storage capacity, transmissibility, and mechanical strength. Percolation Threshold adds the local frame and commitments expressed in its identity: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "periodicity": [
   {
    "child": "periodicity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Periodicity is Invariance specialized to preservation under displacement by a repeat interval.",
    "reason": "Every instance of the live Periodicity family identifies a value, waveform, state pattern, or statistical structure preserved exactly or within an explicit tolerance when its carrier is displaced by a characteristic interval. That is Invariance with the transformation fixed to discrete translation. Periodicity adds a nonzero period or period set, waveform, phase, frequency, and the distinction between exact, approximate, modulated, and conditional repetition."
   }
  ],
  "periodization": [
   {
    "child": "periodization",
    "parent": "segmentation_and_boundary_drawing",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Periodization is the specific shape segmentation takes when the continuous domain being partitioned is historical time.",
    "reason": "Periodization is the specific shape segmentation takes when the continuous domain being partitioned into discrete labeled segments is historical or temporal process, with boundaries placed at moments deemed transformative \u2014 political events, technological shifts, cultural reorientations. It is a structurally-particularized instance of partitioning by boundary placement, where each segment receives characteristic features defining internal coherence, with the added commitments that the boundaries are constructive choices by the partitioner rather than natural kinds, the segments serve as scaffolding for description and comparison, and the partition can always be contested or redrawn."
   }
  ],
  "permeability": [
   {
    "child": "permeability",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Permeability presupposes Boundary, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Boundary supplies the prerequisite condition: Defines system limits. Permeability operates against that background: A bounded medium selectively passes some carrier through connected pathways. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "permission_gated_hold": [
   {
    "child": "permission_gated_hold",
    "parent": "gatekeeping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A permission-gated hold is gatekeeping specialized to an otherwise-ready item awaiting an external arbiter's affirmative release decision.",
    "reason": "It inherits a choke point, an authority applying passage criteria, and selective control over onward flow. It adds the coexistence of physical or operational readiness with an unresolved administrative state and a release token that alone ends the hold."
   },
   {
    "child": "permission_gated_hold",
    "parent": "bottleneck",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The unresolved permission gate is the single limiting stage that prevents an otherwise-ready flow from completing.",
    "reason": "All non-administrative stages can be ready and still make no progress. Until authorization is emitted, the gate alone caps completion, so a bottleneck is inside the hold's defining structure."
   },
   {
    "child": "permission_gated_hold",
    "parent": "latency",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A permission-gated hold contains the delay between readiness or submission and the authority's release response.",
    "reason": "Remove the signed waiting interval and the construct collapses to an instantaneous authorization decision rather than a hold. Administrative response latency is therefore constitutive. Latency supplies an internal constituent: The irreducible delay between an input and the system's response. Permission-Gated Hold requires that role within this mechanism: An otherwise ready flow remains blocked until an external authority emits a required authorization, making completion depend on administrative release rather than on the flow's own movement or production capacity. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "permission_gated_hold",
    "parent": "queueing",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Institutional permission gates typically process competing pending cases through a bounded-capacity waiting line.",
    "reason": "Permits, reviews, sign-offs, and clearances usually arrive to a finite service channel and wait for attention, producing queue dynamics. A single exceptional hold can still exist without a population-level queue, so the constituent is typical rather than strict."
   }
  ],
  "persistent_identifier": [
   {
    "child": "persistent_identifier",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A persistent identifier is a specific, committed, institutionally-maintained indirection (opaque token and declared scope and guaranteed resolver) \u2014 a specialization of the bare indirection technique with a standing institutional obligation.",
    "reason": "A persistent identifier is a specific, committed, institutionally-maintained indirection (opaque token and declared scope and guaranteed resolver) \u2014 a specialization of the bare indirection technique with a standing institutional obligation. Indirection supplies the genus: Introduces intermediary references. Persistent Identifier preserves that general structure while adding its differentia: A designed token committed to keep resolving to its entity across changes in the entity's location, representation, custodian, or version, via a separately maintained resolver. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "persistent_identifier",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The stable handle is what lets provenance/traceable records stay referenceable across substrate change; presupposes the traceability infrastructure it underwrites.",
    "reason": "The stable handle is what lets provenance/traceable records stay referenceable across substrate change; presupposes the traceability infrastructure it underwrites. Traceability supplies the prerequisite condition: The infrastructure of bidirectional links that lets any element be followed backward to its origin and forward to its uses, turning opaque processes into auditable, queryable histories. Persistent Identifier operates against that background: A designed token committed to keep resolving to its entity across changes in the entity's location, representation, custodian, or version, via a separately maintained resolver. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "persistent_identifier",
    "parent": "identifier_assignment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Persistent Identifier presupposes the prior Identifier Assignment that minted its opaque handle and installed the authoritative entity binding.",
    "reason": "Persistence is a continuing property of an identifier after issuance. Before a token can remain stable and resolvable across change, an authority must define its namespace, mint it, bind it to an entity, and expose dereference. The token- plus-resolver is not itself the issuance act."
   }
  ],
  "perspective": [
   {
    "child": "perspective",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perspective is the specific shape representation takes when three-dimensional spatial relations are projected onto a two-dimensional surface.",
    "reason": "Perspective is the specific shape representation takes when the target is three-dimensional space with depth and volume and the medium is a two-dimensional surface, with the mapping accomplished through systematic projection. It is a structurally-particularized instance of structured mapping under a faithfulness convention, with the added commitments that the convention is a projection system (linear, multi-point, isometric), the faithfulness preserves spatial coherence and ordinal depth, and the dropped features include the literal third dimension. The viewer reconstructs depth from the projection's lawful regularities."
   },
   {
    "child": "perspective",
    "parent": "projection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Perspective is typically a specialization of Projection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Projection supplies the genus: Map a richer object onto a lower-dimensional target along a chosen direction, discarding the rest. Perspective preserves that general structure while adding its differentia: Representation of depth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "perturbation": [
   {
    "child": "perturbation",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Perturbation presupposes observability because the system's response to small deviations must be measurable in outputs to carry diagnostic information.",
    "reason": "Perturbation presupposes observability because the analytic value of introducing a small departure from a reference state lies entirely in reading the system's response \u2014 and that response must be inferable from externally-visible outputs. Without observability's structural guarantee that internal state can be reconstructed from outputs over time, the propagation of a perturbation would be undetectable and its sensitivity, stability, and response structure could not be extracted. Perturbation analysis is precisely observability put to diagnostic use."
   },
   {
    "child": "perturbation",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Perturbation presupposes state and state transition because a small departure from a reference state is only definable against a specified system state.",
    "reason": "A perturbation is a small departure from a reference state whose propagation through the system is analyzed as a correction around that state. Every perturbation claim must specify the reference state or baseline trajectory from which the departure is measured and the response of interest as the system transitions away from it. The state-and-state-transition framework supplies exactly that: a state space, a transition rule, and the Markov closure on which linearization around a baseline depends. Without the underlying state structure, there is no baseline against which a perturbation can be small."
   }
  ],
  "perturbation_theory": [
   {
    "child": "perturbation_theory",
    "parent": "approximation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape approximation takes when an intractable problem is split into a solvable part plus a small expansion parameter.",
    "reason": "Perturbation theory is the structurally-particularized form approximation takes when the intractable target H can be written as H\u2080 + \u03bbV with H\u2080 exactly solvable and \u03bb a small coupling. The tractable surrogate is the truncated power series in \u03bb; the error measure is the next-order correction; the tolerance is set by the asymptotic radius. It satisfies approximation's four-part discipline \u2014 exact object, simpler surrogate, controlled error, named tolerance \u2014 particularized by the splitting H\u2080 + \u03bbV that makes the expansion well-defined."
   },
   {
    "child": "perturbation_theory",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape decomposition takes when a Hamiltonian is split into a solvable part plus a small perturbing operator.",
    "reason": "Perturbation theory is the structurally-particularized form decomposition takes when the whole \u2014 an intractable Hamiltonian, Lagrangian, or operator \u2014 is broken into H\u2080 + \u03bbV such that H\u2080 is exactly solvable and the parts properly combined reconstitute the original. It inherits decomposition's commitment that the pieces, analyzed independently and recombined, reproduce the whole, particularized by the order-by-order expansion in \u03bb. The reversibility runs through resummation; the structure-preservation runs through the algebra of unperturbed eigenstates."
   },
   {
    "child": "perturbation_theory",
    "parent": "perturbation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape perturbation takes when the response is computed as a power-series expansion in a small coupling.",
    "reason": "Perturbation theory is the structurally-particularized instance of perturbation in which the small departure is treated as an additive term in a Hamiltonian or operator and the system's response is expanded as a power series in a small dimensionless coupling. It carries forward the general perturbation commitment that a small departure from a reference state can be analyzed as a controlled correction rather than a fresh problem, and gives this idea its specific algorithmic shape: solvable zeroth-order baseline plus order-by-order corrections computed from unperturbed eigenstates and matrix elements."
   }
  ],
  "phase_diagram": [
   {
    "child": "phase_diagram",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phase Diagram presupposes Classification: it partitions parameter space into discrete phase regions according to qualitative-distinction rules.",
    "reason": "A phase diagram divides a parameter space into regions labeled by qualitatively distinct phases, with boundaries where order parameters jump or become singular. Constructing the diagram requires the prior operation of Classification \u2014 assigning configurations to discrete categories by explicit criteria. Without classification rules deciding which configurations count as the same phase, the diagram's regions and boundaries have no content; the diagram is a graphical instantiation of a classification scheme over a continuous control space."
   },
   {
    "child": "phase_diagram",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A phase diagram presupposes tipping points because it charts the very threshold surfaces that separate qualitatively distinct phases.",
    "reason": "A phase diagram presupposes tipping points because its central content is a partitioning of parameter space by phase boundaries: codimension-one surfaces across which the system undergoes a phase transition, with critical points, triple points, and bifurcations identified as special features. Without the prior commitment that systems can exhibit abrupt qualitative shifts at threshold parameter values, there is nothing to chart, no surfaces to draw, and no distinct phases between which to navigate. Tipping points supply the discontinuities the diagram organizes."
   },
   {
    "child": "phase_diagram",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phase diagram presupposes state and state transition because it maps where in parameter space qualitatively distinct phase states obtain.",
    "reason": "A phase diagram partitions parameter space into regions where the system exhibits qualitatively distinct phases, with phase boundaries marking discontinuous or singular transitions between them. The diagram is meaningful only against an underlying state-and-state-transition structure: each phase is a state with characteristic order parameter, and phase boundaries are the transition surfaces. Without a notion of distinct states and rule-governed transitions, the partitioning would have nothing to demarcate and the triple and critical points would lose their identity as transition-structure features."
   }
  ],
  "phase_separation": [
   {
    "child": "phase_separation",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'phase separation is a phase transition, but a specific kind' \u2014 spontaneous SPATIAL demixing driven by like-with-like interaction asymmetry, with coexisting phases and a real interface.",
    "reason": "'phase separation is a phase transition, but a specific kind' \u2014 spontaneous SPATIAL demixing driven by like-with-like interaction asymmetry, with coexisting phases and a real interface. A specialization of the generic phase-transition family. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Phase Separation preserves that general structure while adding its differentia: A previously mixed system spontaneously demixes into distinct, spatially segregated regions once like-with-like interactions outweigh mixing above a threshold. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "phenomenalism": [
   {
    "child": "phenomenalism",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phenomenalism presupposes interpretation because reducing physical-object talk to sense-experience talk is a specific framework for recovering meaning from sensory signs.",
    "reason": "Phenomenalism presupposes interpretation because its central thesis, that statements about physical objects are analyzable into statements about actual and possible sense-experiences, is an interpretive program: a specific framework that recovers the meaning of object-talk from the structured patterns of sensory content. Interpretation supplies the general operation of recovering meaning from a representational substrate under a constraining framework that makes some readings available and others not; phenomenalism is the philosophical reading of object-talk in which the substrate is sensory content and the framework is reductionist."
   },
   {
    "child": "phenomenalism",
    "parent": "reductionism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Phenomenalism reduces object-claims to sense-data, an instance of the general reductionist stance.",
    "reason": "Phenomenalism reduces object-claims to sense-data, an instance of the general reductionist stance. Reductionism supplies the genus: Explaining a whole entirely in terms of its constituent parts. Phenomenalism preserves that general structure while adding its differentia: Reality known through perception. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "phenomenology": [
   {
    "child": "phenomenology",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phenomenology presupposes interpretation because describing structures of lived experience requires reading meaning from how things appear to a subject.",
    "reason": "Phenomenology presupposes interpretation because the disciplined description of experience-as-experienced -- intentionality, horizon, temporal flow, embodiment -- is itself the recovery of meaning from presented appearances under a methodological framework (the epoche, eidetic reduction). Without interpretation's structured movement from a presented medium toward a constrained reading, the phenomenological epoche has no procedure: bracketing the natural attitude requires deciding what counts as the structure of appearance versus the natural-attitude residue. Phenomenology is interpretation turned reflexively on first-person experience."
   }
  ],
  "pilot_to_scale_transition": [
   {
    "child": "pilot_to_scale_transition",
    "parent": "scaling_and_scale_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Pilot-to-scale is the EVALUATION-VALIDITY failure that scaling produces: scale-dependence is often the mechanism (the reactor's surface-to-volume falling as 1/L), and the pilot-mispredicts-scale claim presupposes the system's properties change with size.",
    "reason": "Pilot-to-scale is the EVALUATION-VALIDITY failure that scaling produces: scale-dependence is often the mechanism (the reactor's surface-to-volume falling as 1/L), and the pilot-mispredicts-scale claim presupposes the system's properties change with size. makes scale-dependence the mechanism behind a given instance. Scaling and Scale Dependence supplies the prerequisite condition: Patterns and constraints change qualitatively across different scales. Pilot To Scale Transition operates against that background: An effect proven in a curated niche need not survive the heterogeneous distribution of scale. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "pipeline": [
   {
    "child": "pipeline",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A pipeline presupposes iteration because work items advance through repeated stage transitions, each consuming the previous stage's output.",
    "reason": "A pipeline is a sequence of stages through which work items flow, with each stage accepting outputs from the prior stage and producing inputs for the next. This presupposes iteration: the repeated application of a step with state carried between rounds and progress measured across rounds. Each stage transition is an iteration step where the work item's state advances; the pipeline's throughput depends on the per-stage iteration consuming the previous stage's output. Without iteration's structure of repeated application with state passed forward, staging collapses into a single monolithic operation rather than an ordered flow."
   },
   {
    "child": "pipeline",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A pipeline presupposes modularity because the discrete separable stages with well-defined interfaces are exactly modular components.",
    "reason": "A pipeline divides a workflow into discrete, separable stages, each accepting outputs from the prior stage and producing inputs for the next, enabling overlap and parallelism. This presupposes modularity: decomposition into discrete, largely self-contained components with stable interfaces that define what each provides and what it depends on. Each pipeline stage is a module whose interface to neighbours is the stage's input and output types. Without modularity's commitment to clear boundaries and stable interfaces, stages could not be designed, tested, replaced, or run concurrently in isolation from one another."
   },
   {
    "child": "pipeline",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A pipeline is a specialization of decomposition that breaks a workflow into ordered stages whose outputs feed the next.",
    "reason": "A pipeline is a specialization of decomposition. Specifically, it instantiates the breaking-a-whole-into-recombinable-parts pattern with the additional commitment that the parts are sequenced stages and the recombination is a directed flow: each stage accepts the prior stage's output and produces input for the next. Like other decompositions, it assumes independent analysis of pieces yields the whole; the pipeline subclass enables concurrent processing of different stages on different items, trading staging overhead for throughput gains through overlap."
   }
  ],
  "pk_pd_modeling_pharmacokinetics_pharmacodynamics": [
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes flow because pharmacokinetic transport of drug across body compartments is structurally a flow of matter through a network.",
    "reason": "PK/PD modeling characterizes how drug concentration moves through body compartments \u2014 absorption, distribution, metabolism, excretion \u2014 which is structurally a flow process: a conserved quantity transported through a network along gradients, governed by rate and continuity equations. Without flow's machinery of directional transport with conservation, rate, and channel structure, the compartmental pharmacokinetic representation would have no transport-dynamics framework to deploy. Flow supplies the conserved-quantity transport substrate that pharmacokinetic modeling instantiates for drug molecules in physiological compartments."
   },
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes dose-response relationship because the pharmacodynamic half of the model is precisely the concentration-to-effect mapping the parent prime names.",
    "reason": "PK/PD modeling couples the pharmacokinetic dose-to-concentration mapping with the pharmacodynamic concentration-to-effect mapping, and this second half is structurally the dose-response relationship: how response magnitude depends on input intensity with characteristic potency, efficacy, slope, and ceiling parameters. Without dose-response's machinery \u2014 the quantitative mapping from input magnitude to response magnitude with its characteristic shape parameters \u2014 PK/PD would have no model of how concentration translates into clinical effect, and the dose-concentration-effect pipeline would terminate at concentration."
   },
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "therapeutic_window",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes therapeutic window because its dose-to-effect pipeline serves the goal of staying within a usable dose range.",
    "reason": "PK/PD modeling presupposes therapeutic window because the entire dose-to-concentration-to-effect pipeline it constructs is constructed in order to keep the patient in the operating range where intended effects are achieved without unacceptable toxicity. The window supplies the upper and lower bounds the pipeline must respect; PK/PD supplies the quantitative apparatus for predicting whether a given regimen will hold the time-course of effect-site concentration inside those bounds. Without the prior commitment to a clinically meaningful operating range, the modeling has no design target."
   }
  ],
  "planning_fallacy": [
   {
    "child": "planning_fallacy",
    "parent": "optimism_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Planning_fallacy is 'optimism bias as it manifests in forecasts of one's own goal-directed tasks' \u2014 the directional skew specialized to a specific mechanism (inside-view simulation substituting for the outside-view reference class).",
    "reason": "Planning_fallacy is 'optimism bias as it manifests in forecasts of one's own goal-directed tasks' \u2014 the directional skew specialized to a specific mechanism (inside-view simulation substituting for the outside-view reference class). A specialization of optimism_bias with extra mechanistic content (feedback-resistance, detail-worsens-it). Optimism Bias supplies the genus: Overestimate positive outcomes. Planning Fallacy preserves that general structure while adding its differentia: Forecasters of a novel task default to inside-view simulation over the outside-view reference class, systematically underestimating time, cost, and risk. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "planning_fallacy",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A named systematic directional forecasting error; a bias.",
    "reason": "A named systematic directional forecasting error; a bias. Secondary parent (optimism_bias is itself a child of bias). Bias supplies the genus: Systematic, directional error distinct from random noise. Planning Fallacy preserves that general structure while adding its differentia: Forecasters of a novel task default to inside-view simulation over the outside-view reference class, systematically underestimating time, cost, and risk. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "platform_design": [
   {
    "child": "platform_design",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Platform design presupposes modularity because the stable core and pluggable derivatives architecture is exactly modular decomposition with stable interfaces.",
    "reason": "Platform design creates a stable core foundation on which independent derivative applications are built without redesigning the core, with explicit interfaces letting external builders add specialized layers. This architecture is constituted by modularity: discrete components with well-defined boundaries, stable interfaces that decouple platform from applications, and low coupling between core and derivatives. Modularity supplies exactly this decomposition principle. Platform design presupposes it as the structural pattern that makes a stable core with interchangeable derivatives possible at all, so the platform discipline is modularity in a particular configuration."
   },
   {
    "child": "platform_design",
    "parent": "interface",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Standardized interfaces are internal constituents of platform design, exposing stable contracts through which independent extensions connect to the core.",
    "reason": "Platform design creates a stable core on which independently developed applications or variants can be built. Interfaces are internal, load-bearing constituents of that design: APIs, connectors, schemas, or protocols specify what the core exposes, what remains hidden, how extensions connect, and which guarantees remain stable. Without explicit interfaces, external systems could not vary independently of the core, and the result would be a monolithic product rather than the extensible platform described by the live definition."
   },
   {
    "child": "platform_design",
    "parent": "open_closed_principle",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Platform design's core mechanism is a stable-core-plus-extension-surface, explicitly OCP-style.",
    "reason": "Platform design's core mechanism is a stable-core-plus-extension-surface, explicitly OCP-style. Open-Closed Principle supplies the prerequisite condition: Harden a stable kernel against modification and route all change through an open extension surface. Platform Design operates against that background: Extensible core systems. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "pluralistic_ignorance": [
   {
    "child": "pluralistic_ignorance",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pluralistic Ignorance is the misread-conformity species of Private-Public Preference Divergence in which members mistake others' public compliance for private endorsement.",
    "reason": "Private-Public Preference Divergence supplies two distributions over one population, a systematic gap between what members privately hold and what is publicly expressed or inferred, and a loop that sustains the gap. Pluralistic Ignorance inherits that full structure and adds its distinctive mechanism: each member treats others' silence or conformity as sincere conviction, underestimates how many share the private dissent, and therefore continues the public behavior that misleads everyone else."
   }
  ],
  "poisson_process": [
   {
    "child": "poisson_process",
    "parent": "markov_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Poisson process is 'a particular continuous-time Markov process' whose state is the arrival count, incrementing at constant rate with exponential holding times.",
    "reason": "The Poisson process is 'a particular continuous-time Markov process' whose state is the arrival count, incrementing at constant rate with exponential holding times. A strict special case of the memoryless state-transition genus. Markov Process supplies the genus: Future state depends only on the present, not the full history. Poisson Process preserves that general structure while adding its differentia: The structural skeleton of memoryless, independent arrivals at a constant average rate, serving as both null model and diagnostic coordinate system. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "poisson_process",
    "parent": "stochasticity_vs_determinism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific generative stochastic model; presupposes the random/stochastic frame (it is the null model for 'events with no structure beyond their rate').",
    "reason": "A specific generative stochastic model; presupposes the random/stochastic frame (it is the null model for 'events with no structure beyond their rate'). Stochasticity vs. Determinism supplies the prerequisite condition: System behavior fully determined by prior state or fundamentally random. Poisson Process operates against that background: The structural skeleton of memoryless, independent arrivals at a constant average rate, serving as both null model and diagnostic coordinate system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "polyphony": [
   {
    "child": "polyphony",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Polyphony is 'a constrained special case' of emergence \u2014 the specific arrangement producing a whole-property while PRESERVING the legible independence of the parts (emergence-with-audible-voices, not emergence-by-dissolution).",
    "reason": "Polyphony is 'a constrained special case' of emergence \u2014 the specific arrangement producing a whole-property while PRESERVING the legible independence of the parts (emergence-with-audible-voices, not emergence-by-dissolution). Genus=emergence. Emergence supplies the genus: Complex patterns from simple rules. Polyphony preserves that general structure while adding its differentia: Several independent lines coexist on a shared substrate, each retaining its own legible identity, while their interaction generates a coherent whole that none produces alone. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "polysemy": [
   {
    "child": "polysemy",
    "parent": "signifier_signified_duality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Polysemy presupposes signifier-signified duality because multiple related senses sharing one form requires the two-faced sign structure to host the one-to-many mapping.",
    "reason": "Polysemy presupposes signifier-signified duality because the condition of a single form carrying multiple related senses requires the two-faced sign structure in which a signifier is conventionally linked to a signified. Without the duality, there is no signifier to bear multiple sense-attachments and no signified concepts to which it can point. The duality supplies the foundational sign architecture; polysemy is the specific deviation from the simplest one-signifier-one-signified case to one-signifier-many-related-signifieds, where context disambiguates among motivated senses sharing a conceptual core."
   }
  ],
  "population_coding": [
   {
    "child": "population_coding",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A population code recovers a quantity by a decoder that POOLS many noisy tuned elements; it presupposes an aggregation/pooling operation over the population.",
    "reason": "A population code recovers a quantity by a decoder that POOLS many noisy tuned elements; it presupposes an aggregation/pooling operation over the population. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Population Coding operates against that background: Information about a quantity is carried by the joint pattern across many individually noisy elements and read out by a decoder, yielding precision and robustness no single element provides. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "portable_context_bundle": [
   {
    "child": "portable_context_bundle",
    "parent": "context",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A portable context bundle contains the captured definition-time context that travels with and resolves the behavior unit.",
    "reason": "A portable context bundle contains the captured definition-time context that travels with and resolves the behavior unit. Context supplies an internal constituent: Surrounding state that selects which content a fixed focal signal carries. Portable Context Bundle requires that role within this mechanism: A behaviour-unit carries the context it was defined in, resolving against its definition-time environment rather than the ambient one at use. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "positional_advantage": [
   {
    "child": "positional_advantage",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Positional Advantage is an Asymmetry specialized to a value-graded position space where exchanging occupants changes the advantage conferred by location.",
    "reason": "Both patterns require non-interchangeable positions under a specified swap. Positional Advantage fixes the relata to locations and occupants, the currency of imbalance to leverage, reach, defensibility, or reaction time conferred by location, and the diagnostic to holding occupant resources constant while exchanging positions."
   }
  ],
  "postponement": [
   {
    "child": "postponement",
    "parent": "optionality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality is the value (open choices), postponement the mechanism that secures it by delaying commitment (reversibility is the other mechanism).",
    "reason": "Optionality is the value (open choices), postponement the mechanism that secures it by delaying commitment (reversibility is the other mechanism). Postponement presupposes optionality as the value it buys. Optionality supplies the prerequisite condition: The asymmetric value of having a choice\u2014bounded downside, unbounded upside\u2014without obligation to act. Postponement operates against that background: Delay the point at which a system commits to a final configuration until more information about which configuration is wanted arrives, trading earliness for accuracy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "potentiation": [
   {
    "child": "potentiation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Potentiation is a specific kind of adaptation where prior exposure modifies the system to respond more strongly to subsequent stimuli.",
    "reason": "Potentiation is a specialization of adaptation. The general pattern is a process by which a system changes its internal structure or parameters in response to sustained environmental input, preserving or improving fit to new conditions; the modification alters the system itself rather than being a moment-in-time response. Potentiation instantiates this with the modification being increased responsiveness: prior stimulus exposure sensitizes the system so that a subsequent identical or smaller dose produces a disproportionately larger response. It is adaptation directed toward amplified rather than dampened reactivity to the recurring stimulus class."
   },
   {
    "child": "potentiation",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Potentiation is a specific kind of state transition where prior exposure shifts the system into a sensitized state with different response dynamics.",
    "reason": "Potentiation is a specialization of state and state transition. The general pattern specifies a state space, a transition relation, and the Markov-style commitment that future behaviour depends on current state plus inputs. Potentiation instantiates this with prior stimulus exposure as the trigger that transitions the system from a baseline state into a sensitized state; in the new state, the same input produces a disproportionately larger output. The history-dependence of the response is compressed into the system's current state variable (sensitization level), exactly the state-as-history-compression structure the parent pattern names."
   },
   {
    "child": "potentiation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Potentiation presupposes feedback because history-dependent sensitization requires past output to route back and modify the system's response gain.",
    "reason": "Potentiation is the structural pattern in which prior exposure causes a system to respond disproportionately to a subsequent stimulus \u2014 the system's responsiveness, not the stimulus, has changed. This history-dependence requires that the past response be routed back to alter the parameters governing the next response, closing a loop between output and gain. The feedback structure supplies exactly that: a portion of the output influences subsequent input handling. Without that loop closure, no history-dependent sensitization could persist beyond the initial exposure."
   }
  ],
  "pragmatic_politeness_strategies": [
   {
    "child": "pragmatic_politeness_strategies",
    "parent": "social_norms",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pragmatic Politeness Strategies are a kind of social norm: face-management conventions group members expect, enforce, and internalize.",
    "reason": "Pragmatic Politeness Strategies are the patterned, group-shared expectations about how speakers should manage face threats in interaction, with deviations meeting disapproval and compliance sustained jointly by internalization and external sanction (raised eyebrows, social withdrawal, reputational cost). That is the defining structure of a social norm; politeness strategies specialize it to the domain of conversational face-work, supplying the specific repertoire (bald-on-record, positive politeness, negative politeness, off-record, withhold) that the norm prescribes."
   },
   {
    "child": "pragmatic_politeness_strategies",
    "parent": "speech_act_theory_illocution_perlocution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pragmatic politeness strategies presuppose speech act theory because face management operates on the illocutionary force of utterances threatening or supporting hearer-face.",
    "reason": "Pragmatic politeness strategies presuppose speech act theory because the face-threatening act framework operates on illocutions -- requests, refusals, criticisms, apologies, declarations -- whose performative force imposes the relational risk that politeness mitigates. Without speech act theory's separation of locution, illocution, and perlocution, there is no FTA to classify and no continuum of indirectness (bald-on-record through off-record) to navigate. The politeness vehicle works by adjusting how illocutionary force is delivered while preserving its perlocutionary aim."
   }
  ],
  "pragmatics": [
   {
    "child": "pragmatics",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pragmatics is 'the specific structural account of how SIGNALS acquire meaning beyond their literal content via patterned contextual machinery'; interpretation is the general act of assigning meaning to anything.",
    "reason": "Pragmatics is 'the specific structural account of how SIGNALS acquire meaning beyond their literal content via patterned contextual machinery'; interpretation is the general act of assigning meaning to anything. Pragmatics is the signal-specific species of interpretation. Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Pragmatics preserves that general structure while adding its differentia: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "precedent_stare_decisis": [
   {
    "child": "precedent_stare_decisis",
    "parent": "analogy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Precedent presupposes analogy because deciding like cases alike requires mapping the structural features of a prior case onto the present one.",
    "reason": "Stare decisis treats a prior case's outcome as presumptively binding on the present case when the cases are materially similar, and the work of identifying material similarity is analogical reasoning. Analogy provides the structural-mapping machinery \u2014 relational role-alignment between source and target \u2014 that lets the court project the rule from the precedent case onto the new fact pattern, and that lets the craft of distinguishing operate. Without analogical mapping, there is no way to determine which prior cases govern, so precedent cannot function without analogy as its inferential engine."
   },
   {
    "child": "precedent_stare_decisis",
    "parent": "path_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Precedent is the specific shape path dependence takes when prior decisions in a legal system bind or strongly guide present analogous cases.",
    "reason": "Precedent is the legal particularization of path dependence: the trajectory of prior decisions constrains present rulings through the binding or strongly-persuasive weight of analogous earlier cases. Where path dependence names the constitutive role of historical sequence in current options generally, precedent fixes the substrate as legal decision-making, the carrier of history as the published body of prior rulings, and the lock-in mechanism as analogical reasoning under stare decisis \u2014 a particular shape history takes when accumulated decisions structure subsequent ones."
   }
  ],
  "precision_weighting": [
   {
    "child": "precision_weighting",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Precision weighting is aggregation specialized to signals about one target whose influence scales with estimated inverse variance or an equivalent reliability measure.",
    "reason": "Precision weighting maps several signals about a shared latent quantity into one estimate or update, thereby inheriting Aggregation's many-to-one collapse. It specializes the aggregation rule by requiring a per-source reliability estimate and influence proportional to precision. Fixed inverse-variance pooling and context-modulated gains are both instances; arbitrary sums, medians, or equal-weight pools are aggregation without this differentia."
   }
  ],
  "precomputation_and_materialization": [
   {
    "child": "precomputation_and_materialization",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Eager materialization exists only as a balance between build, storage, refresh, and staleness costs and cheaper, more predictable use-time access.",
    "reason": "Eager materialization exists only as a balance between build, storage, refresh, and staleness costs and cheaper, more predictable use-time access. Without competing build-time and use-time costs there is no timing choice to optimize. The mechanism performs and retains work early; Trade-offs is the general relation among competing priorities."
   }
  ],
  "predicate": [
   {
    "child": "predicate",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'a predicate is a one-PLACE relation, a relation is a multi-place predicate.' A (one-place) predicate is the unary special case of a relation; relation is the genus.",
    "reason": "'a predicate is a one-PLACE relation, a relation is a multi-place predicate.' A (one-place) predicate is the unary special case of a relation; relation is the genus. Relation supplies the genus: Describes associations or dependencies. Predicate preserves that general structure while adding its differentia: A testable yes-or-no property of an object, returning a truth value. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "prediction_error": [
   {
    "child": "prediction_error",
    "parent": "baseline_deviation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prediction error is baseline deviation specialized to a model-generated predictive reference and an operational signed residual.",
    "reason": "Both compare an observation with an explicit reference and make the departure a first-class fact. Prediction Error requires that the reference be generated by an identifiable predictor for this trial or time, retains the residual's direction or structure, and makes it available to update, route through, or diagnose the predictor."
   }
  ],
  "predictive_coding": [
   {
    "child": "predictive_coding",
    "parent": "prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prediction-error signals are internal messages in the predictive-coding hierarchy, comparing level-specific predictions with incoming activity and routing the residual upward.",
    "reason": "Remove the level-specific observed-minus-predicted residuals and the architecture has nothing to propagate upward, nothing with which to update its generative models, and no compact remainder to encode. Prediction Error is an internal constituent; Predictive Coding is the hierarchy that produces, routes, and minimizes it."
   },
   {
    "child": "predictive_coding",
    "parent": "compression",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Predictive coding presupposes compression because transmitting only the prediction error exploits the predictable signal's redundancy to shorten its representation.",
    "reason": "Predictive coding presupposes compression because its central move is to suppress the expected component of an incoming signal and transmit only the residual prediction error: this is exactly the compression strategy of exploiting predictable structure to shorten what must be encoded. Compression supplies the general principle that redundant statistical regularity can be removed without loss; predictive coding instantiates it by making a generative model the source of the predicted regularity, so only the surprising remainder propagates as both message and learning signal."
   },
   {
    "child": "predictive_coding",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Predictive coding presupposes feedback because the predict-compare-correct loop routes prediction-error output back to update the generative model.",
    "reason": "Predictive coding maintains an internal generative model that predicts incoming signal, compares prediction to actual input, and transmits or acts upon only the residual error \u2014 which then updates the model. The construct is constitutively a closed loop: the error output feeds back to update the predictor that generated the prediction. Feedback supplies that loop closure between output and subsequent input. Without a feedback structure routing the residual back to revise the model, there would be no improvement of predictions over time and no closed predict-compare-correct cycle."
   },
   {
    "child": "predictive_coding",
    "parent": "encoding_and_decoding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Predictive_coding is one encoding scheme (transmit prediction-errors against a shared generative model); encoding_and_decoding is the general content<->code pair of which it is an instance.",
    "reason": "Predictive_coding is one encoding scheme (transmit prediction-errors against a shared generative model); encoding_and_decoding is the general content<->code pair of which it is an instance. this explicitly. Add encoding_and_decoding as parent; predictive_coding keeps its compression/feedback parents. Encoding And Decoding supplies the genus: The paired transformation by which content is converted into a transmissible code by an encoder and recovered from it by a decoder, with faithful round-trip conditional on a shared scheme. Predictive Coding preserves that general structure while adding its differentia: A system predicts its input and propagates only the prediction error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "preference_falsification": [
   {
    "child": "preference_falsification",
    "parent": "conformity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Operates against a conformist baseline (the cheaper public stance) under expression-cost asymmetry; but is emphatic it is not conformity (held preference preserved, not adopted).",
    "reason": "Operates against a conformist baseline (the cheaper public stance) under expression-cost asymmetry; but is emphatic it is not conformity (held preference preserved, not adopted). Conformity supplies the prerequisite condition: Aligning one's behaviour or beliefs to a group standard. Preference Falsification operates against that background: Under asymmetric cost on expression, agents voice a cheaper preference than the one they privately hold, so the visible distribution diverges from the held one. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "preference_falsification",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Preference Falsification is a specialization of Private-Public Preference Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Private-Public Preference Divergence supplies the genus: A systematic gap between the distribution of privately-held preferences (or beliefs) in a group and the distribution publicly expressed or inferred, sustained because each member reads others' conformity as conviction and conforms in turn. Preference Falsification preserves that general structure while adding its differentia: Under asymmetric cost on expression, agents voice a cheaper preference than the one they privately hold, so the visible distribution diverges from the held one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "preference_heterogeneity_and_conflict": [
   {
    "child": "preference_heterogeneity_and_conflict",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Preference heterogeneity and conflict presupposes preference because incompatible wants across agents requires each agent to have a definable preference ordering.",
    "reason": "Preference heterogeneity and conflict presupposes preference because the condition of substantively incompatible wants across agents only arises if each agent has a definable ordering over the choice set in the first place. Without preference as the per-agent ordering primitive, there is no individual ranking whose differences across agents could be incompatible, and no Arrow-style social-choice problem of aggregating those rankings. Preference supplies the per-agent ordering; heterogeneity and conflict name the structural condition where those orderings cannot be simultaneously satisfied, creating decision impasses requiring negotiation or aggregation."
   },
   {
    "child": "preference_heterogeneity_and_conflict",
    "parent": "diversity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Preference heterogeneity and conflict presupposes diversity because the irreconcilable wants it names require substantively varied agents whose ends differ.",
    "reason": "Preference heterogeneity and conflict presupposes diversity because the impasse it diagnoses \u2014 agents holding incompatible goals that cannot simultaneously be satisfied \u2014 requires the prior presence of meaningful, functional variation across the agents in their values, priorities, or stakes. Without diversity's general apparatus of distinct types whose differences have functional consequences, all agents would converge on a single preference and conflict would dissolve. Preference heterogeneity inherits diversity's structure of variation-that-matters and specializes it to the case where the dimension of variation is final ends, and the consequences are decision impasses rather than productive complementarity."
   }
  ],
  "preimage": [
   {
    "child": "preimage",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'The preimage RIDES ON a forward mapping but runs its arrow backward...",
    "reason": "'The preimage RIDES ON a forward mapping but runs its arrow backward... a preimage is only as trustworthy as the forward map is complete.' It is an operation defined ON a function_mapping (reverse the arrow), so it presupposes one. Function (Mapping) supplies the prerequisite condition: Relates inputs to outputs. Preimage operates against that background: The set of all inputs that map to a given output under some mapping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "premature_optimization": [
   {
    "child": "premature_optimization",
    "parent": "refinement",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Premature_optimization is 'refinement done at the wrong time' \u2014 a TIMING judgment about the refinement activity (same refinement is correct once structure settles).",
    "reason": "Premature_optimization is 'refinement done at the wrong time' \u2014 a TIMING judgment about the refinement activity (same refinement is correct once structure settles). It presupposes refinement and indicts only its ordering relative to information arrival. Refinement supplies the prerequisite condition: Iteratively improving a candidate solution toward adequacy through repeated cycles of evaluation and adjustment that narrow the gap to a target, rather than deriving the answer in one shot. Premature Optimization operates against that background: Committing local refinement effort before global structure is known pays both search-cost and rigidity-cost without the information to spend either well. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "preparation": [
   {
    "child": "preparation",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Preparation is 'one configuration within the state machine' \u2014 a specialization of state_and_state_transition (holding the system in a primed intermediate state nearer threshold).",
    "reason": "Preparation is 'one configuration within the state machine' \u2014 a specialization of state_and_state_transition (holding the system in a primed intermediate state nearer threshold). State and State Transition supplies the genus: Captures system condition and evolution. Preparation preserves that general structure while adding its differentia: Holding a system in a primed state nearer its activation threshold, paying a standing cost for a faster or larger response on trigger. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "preparatory_field_conditioning": [
   {
    "child": "preparatory_field_conditioning",
    "parent": "sequencing",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The conditioning action must take effect before the focal action and after any prerequisites, making precedence and ordering constitutive.",
    "reason": "The conditioning action must take effect before the focal action and after any prerequisites, making precedence and ordering constitutive. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   },
   {
    "child": "preparatory_field_conditioning",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lead-time, state duration, phase alignment, and reversion determine whether the focal action encounters the conditioned field.",
    "reason": "Lead-time, state duration, phase alignment, and reversion determine whether the focal action encounters the conditioned field. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   },
   {
    "child": "preparatory_field_conditioning",
    "parent": "dependency",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The focal action relies on the intermediate condition supplied upstream, with a specifiable failure or cost increase when it is absent.",
    "reason": "The focal action relies on the intermediate condition supplied upstream, with a specifiable failure or cost increase when it is absent. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   }
  ],
  "presentational_semantic_mismatch": [
   {
    "child": "presentational_semantic_mismatch",
    "parent": "representational_structure_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Presentational\u2013Semantic Mismatch is the species in which one presentation carries a task-relevant relation that a parallel explicit semantic representation omits.",
    "reason": "Presentational\u2013Semantic Mismatch is the species in which one presentation carries a task-relevant relation that a parallel explicit semantic representation omits. Representational Structure Mismatch supplies the genus: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. Presentational\u2013Semantic Mismatch preserves that general structure while adding its differentia: A presentation carries distinctions that the underlying machine-consumable representation does not encode, so a consumer restricted to the semantic model receives a silently impoverished or different structure even though the rendered artifact looks complete. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "presentism": [
   {
    "child": "presentism",
    "parent": "anachronism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Presentism is a specialization of anachronism in which the temporally misplaced element is the interpreter's own present-day values and concepts.",
    "reason": "Presentism is a specialization of anachronism in which the element placed in a time where it does not belong is specifically the interpreter's present-day values, concepts, and expectations, imported uncritically into the interpretation of past actors and events. It inherits anachronism's general structure of period-violation, where an item bound to one period appears in another, and specializes by fixing the direction (present-into-past), the carrier (the interpreter rather than a depicted object), and the consequence (systematic over-crediting of those who anticipated present views and under-crediting of those whose views reflected their own time's norms)."
   }
  ],
  "presupposition_smuggling": [
   {
    "child": "presupposition_smuggling",
    "parent": "common_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Presupposition Smuggling usually exploits a Common Ground system whose accommodation norm treats background propositions as mutually accepted.",
    "reason": "The child presents a contested, sender-favoring premise as though grounding and mutual recognition had already occurred, exploiting the abbreviation and accommodation budget of a shared substrate. Prompt-context and formal-document analogues can bind engagement to payload without literal iterated agent recognition, so the dependency is typical rather than strict."
   }
  ],
  "price_discrimination": [
   {
    "child": "price_discrimination",
    "parent": "price_mechanism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Price discrimination presupposes the price mechanism because it depends on the prior existence of prices as the medium through which value is captured.",
    "reason": "Price discrimination presupposes the price mechanism because its structure \u2014 charging different prices to different buyer segments for the same good \u2014 operates on top of the prior apparatus of prices as the medium through which exchanges occur and surplus is allocated between buyer and seller. Without the price mechanism's prior structure of buyer willingness-to-pay meeting seller offer, there is no scalar dimension along which to discriminate. Price discrimination inherits this machinery and adds the further commitments that the seller has market power, can identify segments by willingness-to-pay, and can prevent arbitrage between low- and high-priced buyers."
   }
  ],
  "price_elasticity": [
   {
    "child": "price_elasticity",
    "parent": "marginal_analysis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Price elasticity is the specific shape marginal analysis takes when applied to the responsiveness of quantity to price changes.",
    "reason": "Marginal analysis is the systematic deployment of incremental reasoning \u2014 evaluating decisions by comparing the marginal change in costs and benefits along one axis. Price elasticity is the particular shape this technique takes when the small change is in price and the marginal response is in quantity demanded or supplied. The dimensionless ratio (dQ/Q)/(dP/P) is the proportional marginal-response measure that scales the marginal-analysis derivative into a unit-free elasticity. It is a structurally-particularized instance of incremental reasoning specialized to price-quantity sensitivity."
   },
   {
    "child": "price_elasticity",
    "parent": "elasticity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Price_elasticity is 'the economic SPECIAL CASE \u2014 fractional quantity response to fractional price'; elasticity is the substrate-neutral ratio of ANY fractional response to any fractional stimulus (stress/strain, dose/effect, CO2/temperature), of which price_elasticity is one instance.",
    "reason": "Price_elasticity is 'the economic SPECIAL CASE \u2014 fractional quantity response to fractional price'; elasticity is the substrate-neutral ratio of ANY fractional response to any fractional stimulus (stress/strain, dose/effect, CO2/temperature), of which price_elasticity is one instance. elasticity is the general parent. Elasticity supplies the genus: The unit-free ratio of a fractional response to a fractional stimulus. Price Elasticity preserves that general structure while adding its differentia: Sensitivity to price changes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "price_mechanism": [
   {
    "child": "price_mechanism",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The price mechanism presupposes exchange because emergent prices arise only from the aggregate interaction of conditional transfers between buyers and sellers.",
    "reason": "The price mechanism presupposes exchange because the scalar price signal emerges from the aggregate interaction of buyers' and sellers' willingness to make conditional transfers. Without exchange's bilateral-transfer structure, there is no demand-supply interaction to compress into a price, and no opportunity-cost comparison for participants to make. Exchange supplies the substrate of conditional movements that, in aggregate across many participants, produces the decentralized scalar that then self-coordinates allocation. The invisible hand operates on exchange relations; price is what those relations summarize."
   },
   {
    "child": "price_mechanism",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The price mechanism is the specific shape allocation takes when assignments to claimants are coordinated by market prices summarizing decentralized information.",
    "reason": "The price mechanism is the specific shape allocation takes when the assignment of scarce resources to competing uses is coordinated by market prices that emerge from buyer demand and seller supply. It is a structurally-particularized instance of dividing limited supply among claimants, with the added commitment that the assignment is not directed by a central planner but produced by countless local decisions responding to a scalar signal \u2014 the price \u2014 that compresses dispersed information about scarcity, preferences, and costs. Allocation emerges as the aggregate of self-interested choices coordinated through that signal."
   }
  ],
  "price_of_anarchy": [
   {
    "child": "price_of_anarchy",
    "parent": "pareto_efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The worst-case ratio of selfish-equilibrium cost to the central-planner SOCIAL OPTIMUM presupposes a welfare/efficiency benchmark (the optimum it measures the gap against).",
    "reason": "The worst-case ratio of selfish-equilibrium cost to the central-planner SOCIAL OPTIMUM presupposes a welfare/efficiency benchmark (the optimum it measures the gap against). Pareto Efficiency supplies the prerequisite condition: Optimal allocation. Price of Anarchy operates against that background: The worst-case ratio between the aggregate cost of selfish equilibrium play and the cost under centralized optimal coordination. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "primary_vs_secondary_sources": [
   {
    "child": "primary_vs_secondary_sources",
    "parent": "classification",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Primary-vs-secondary sources is the specific shape classification takes when evidence is sorted by causal and temporal proximity to the phenomenon studied.",
    "reason": "Primary-vs-secondary sources is the specific shape classification takes when the entities being sorted are evidentiary materials and the criterion is causal-temporal proximity to the phenomenon under study: primary materials are produced by or in direct contact with the phenomenon at its time of occurrence, secondary materials interpret or synthesize primary materials afterward. It is a structurally-particularized instance of assigning items to discrete categories by explicit criteria, with the added commitment that the classification governs argumentative use \u2014 primary materials supply evidence, secondary materials supply interpretation \u2014 and that boundary cases require source-criticism."
   }
  ],
  "priming": [
   {
    "child": "priming",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Priming presupposes attention because the prime's facilitating effect runs through which representations attention transiently activates and gates downstream.",
    "reason": "Priming presupposes attention because the spreading-activation mechanism that makes a prior stimulus facilitate processing of related ones operates on the selective allocation of cognitive resource. The prime transiently raises activation of related representations, biasing what attention selects and processes deeply downstream. Without attention's gating function -- limited resource directed at some items at the expense of others -- there is no foreground for the prime's activation residue to bias. Priming exploits and depends on the same selection bottleneck attention names."
   }
  ],
  "principle_of_least_privilege": [
   {
    "child": "principle_of_least_privilege",
    "parent": "access_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Access_control is 'the mechanism' (the table/policy/gate); least_privilege is 'a normative rule about how to CONFIGURE that mechanism: grant the minimum'.",
    "reason": "Access_control is 'the mechanism' (the table/policy/gate); least_privilege is 'a normative rule about how to CONFIGURE that mechanism: grant the minimum'. It presupposes the access-control machinery and prescribes its setting. Access Control supplies the prerequisite condition: Restrict system access. Principle of Least Privilege operates against that background: Granting each component only the minimum authority its function requires bounds the blast radius of its compromise or error. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "principle_of_least_privilege",
    "parent": "selective_information_severance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Least_privilege is the security specialization (sever every channel a component does not need; blast-radius limitation).",
    "reason": "Least_privilege is the security specialization (sever every channel a component does not need; blast-radius limitation). Selective Information Severance supplies the genus: Deliberately cutting an information channel on a need-to-know basis, so a party cannot act on, be biased by, or leak information it never receives. Principle of Least Privilege preserves that general structure while adding its differentia: Granting each component only the minimum authority its function requires bounds the blast radius of its compromise or error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "prioritization": [
   {
    "child": "prioritization",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prioritization is a kind of preference: it expresses an evaluator's ordering over competing claims and acts on that ordering.",
    "reason": "Prioritization actively orders competing claims on finite resources by some criterion of value, urgency, dependency, or feasibility and commits to honoring that ranking. The ranking step is exactly an instance of preference: an evaluator imposes an ordering relation over a choice set on some evaluative dimension. Prioritization specializes preference by binding the ranking to scarce resources and to a downstream commitment about which item is served first, turning a disposition into an enforceable sequence."
   },
   {
    "child": "prioritization",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prioritization is a kind of optimization: it selects an execution sequence that maximizes value under resource constraints.",
    "reason": "Prioritization searches for an ordering of items that, when executed against finite resources, maximizes a chosen objective such as value delivered, urgency satisfied, or dependencies cleared. That is the optimization triplet: decision variable (the ordering), objective (the chosen value criterion), and constraints (resource and dependency limits). Prioritization specializes optimization to the case where the decision variable is an execution sequence and the constraints are scarce attention, time, or capital."
   },
   {
    "child": "prioritization",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Prioritization presupposes allocation because ordering competing claims is only meaningful when a finite resource must be assigned among them.",
    "reason": "Prioritization actively orders competing claims on finite resources by some criterion of value, urgency, or dependency, producing a sequence that maximizes a chosen objective. The ordering is meaningful only when the resource is scarce and multiple demands compete for it \u2014 exactly the allocation problem of assigning limited supply across competing claimants. Allocation supplies the bare assignment structure; prioritization is allocation refined by an explicit ranking rule. Without the underlying scarcity-driven assignment problem, prioritization has nothing to rank and no resource to route by its ordering."
   }
  ],
  "probability": [
   {
    "child": "probability",
    "parent": "measure",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Probability is a specialization of Measure, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Measure supplies the genus: An additive rule that assigns non-negative size to subsets of a space. Probability preserves that general structure while adding its differentia: Quantifies uncertainty and likelihoods. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "problem_framing": [
   {
    "child": "problem_framing",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A problem frame must encode selected units, relations, boundaries, and criteria in a representation that can be inspected and revised.",
    "reason": "A problem frame must encode selected units, relations, boundaries, and criteria in a representation that can be inspected and revised. The parent can occur independently, but without it the child\u2019s mechanism is undefined, establishing prerequisite dependence."
   },
   {
    "child": "problem_framing",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An explicit inclusion/exclusion boundary is an internal constituent of every problem frame rather than a background assumption.",
    "reason": "An explicit inclusion/exclusion boundary is an internal constituent of every problem frame rather than a background assumption. Removing the constituent makes the child incomplete although the constituent can occur independently."
   }
  ],
  "problem_representation": [
   {
    "child": "problem_representation",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Problem_representation is a specialization of the canonical representation prime, specifically the choice of encoding FOR a problem (state space, operators, cost, goal).",
    "reason": "problem_representation is a specialization of the canonical representation prime, specifically the choice of encoding FOR a problem (state space, operators, cost, goal). The dossier notes it sits between representation (genus) and problem_space (child)."
   }
  ],
  "problem_space": [
   {
    "child": "problem_space",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A problem space is a specialization of representation in which the represented target is a problem-solving task and the medium is a state-and-operator structure.",
    "reason": "A problem space is a kind of representation specialized to problem-solving tasks: the agent imposes a structured mapping from the task onto a formal medium comprising initial state, goal state, operators, and intermediate-state lattice. It inherits representation's commitment to structured mapping from a target onto a medium under a stated convention preserving selected target features, and supplies the specific case where the target is a problem-solving task whose structure does not come intrinsically given but is imposed through the agent's chosen representation, with different problem-space encodings producing different search dynamics."
   },
   {
    "child": "problem_space",
    "parent": "state_and_state_transition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Problem Space is State and State Transition framed as a problem-solving representation with initial states, goals, operators, and search.",
    "reason": "A problem space represents a task through an initial state, goal states, intermediate states, and operators that determine which transitions are possible. Removing the cognitive-agent, problem-solving, representation, and search framing leaves the portable state-transition skeleton: a state space, an initial condition, a transition relation, and reachable successor states. Problem Space is that structural machinery applied to making a task searchable and its possible solution paths explicit."
   },
   {
    "child": "problem_space",
    "parent": "problem_representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Problem Space presupposes the upstream encoding choice that fixes its states, operators, costs, goals, and reachable region.",
    "reason": "Problem Representation is the act or choice of encoding; Problem Space is the formal state-and-operator representation that choice induces. A searchable space is not a kind of encoding act, but without the choice no state variables, operators, costs, goals, or reachable region are fixed. The space therefore remains a strict species of Representation while depending on the Problem Representation that determines which particular space exists."
   }
  ],
  "procedural_fairness_due_process": [
   {
    "child": "procedural_fairness_due_process",
    "parent": "fairness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Procedural fairness (due process) is a specialization of fairness that locates the impartiality standard in the decision-making procedure rather than its outcomes.",
    "reason": "Procedural fairness is a specialization of fairness. Specifically, it instantiates the impartiality-or-principled-differentiation standard fairness names by attaching it to the procedure -- notice, opportunity to be heard, impartial decision-maker, reasoned justification -- rather than to outcome distributions. Like other fairness criteria, it satisfies a defensible standard of equal regard; due process is the subclass where consistency, voice, and bias-absence in process drive legitimacy and compliance independent of outcome favorability, distinguishing it from substantive fairness criteria over allocations."
   }
  ],
  "procedure_work_mismatch": [
   {
    "child": "procedure_work_mismatch",
    "parent": "formal_vs_informal_structures",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Procedure-work mismatch (work-as-imagined vs work-as-done) is the official-vs-actual divergence specialized to a prescriptive work artefact and its enacted practice, with the gap often load-bearing.",
    "reason": "Procedure-work mismatch (work-as-imagined vs work-as-done) is the official-vs-actual divergence specialized to a prescriptive work artefact and its enacted practice, with the gap often load-bearing. is-a the formal/informal-structures distinction applied to procedures. Clean fit."
   }
  ],
  "processing_fluency": [
   {
    "child": "processing_fluency",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Processing fluency is a specific kind of bias where the ease of cognitive processing systematically displaces evaluative judgments.",
    "reason": "Processing fluency is a specialization of bias. The general pattern is a systematic, sign-bearing displacement of a process's outputs away from a true or intended value that survives the infinite-sample limit. Processing fluency instantiates this with the process being evaluative judgment and the displacement being misattribution: stimuli that are easy to process are systematically rated higher on familiarity, quality, and truthfulness independently of content. The bias has a consistent sign (fluency raises evaluations, disfluency lowers them) and persists across repeated judgments, satisfying the structural definition of a bias source."
   },
   {
    "child": "processing_fluency",
    "parent": "heuristic",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Processing fluency presupposes the heuristic pattern because ease-of-processing is itself a fast cue substituted for slower analytical judgment.",
    "reason": "Processing fluency presupposes the heuristic pattern because it functions as a metacognitive shortcut: subjective ease is misattributed to stimulus properties (familiarity, truth, quality), substituting a fast subjective signal for slower content-evaluation. Without the heuristic framing -- a simplified rule that trades accuracy for speed and yields good-enough judgments under ecological fit -- fluency effects would be mere measurement artifacts rather than a systematic decision principle. The ease-as-cue mechanism is the heuristic rule whose costs and benefits fluency research charts. Heuristic supplies the prerequisite condition: Mental shortcuts. Processing Fluency operates against that background: Cognitive ease with stimulus influences judgment independent of content. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "production_signature": [
   {
    "child": "production_signature",
    "parent": "evidence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A production signature is the evidence species in which an observable output trace bears defeasibly on the hypothesis that a particular process made it.",
    "reason": "It inherits the hidden state, trace-producing mechanism, observable trace, inference rule, dependence-sensitive aggregation, and defeaters. It narrows the hypothesis to source identity and the trace to involuntary, stable, cross-output regularities surviving content normalization."
   },
   {
    "child": "production_signature",
    "parent": "invariance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Source attribution depends on signature features surviving changes of content, occasion, and output instance while non-signature features vary.",
    "reason": "The producer configuration supplies the preserved property; content changes and repeated productions supply transformations; normalization supplies the test; and signature collapse occurs when the trace no longer survives those transformations or ceases to discriminate producers."
   },
   {
    "child": "production_signature",
    "parent": "pattern_recognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reading a production signature requires extracting residual features, matching them to stored source profiles, and crossing a source-attribution threshold.",
    "reason": "The artifact does not name its producer. A recognizer must encode it, extract diagnostic features, compare them with candidate templates, and issue a classification. The physical imprint supplies the pattern; Pattern Recognition supplies the procedure by which it becomes source attribution."
   }
  ],
  "progressive_disclosure": [
   {
    "child": "progressive_disclosure",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Progressive_disclosure is 'the specific, receiver-facing SPECIES of layering' defined by three added constraints (per-layer sufficiency, minimum-sufficient visible layer, a visible affordance down) generic layering lacks.",
    "reason": "Progressive_disclosure is 'the specific, receiver-facing SPECIES of layering' defined by three added constraints (per-layer sufficiency, minimum-sufficient visible layer, a visible affordance down) generic layering lacks. Genus=layering. Layering supplies the genus: Segments systems into levels. Progressive Disclosure preserves that general structure while adding its differentia: Reveal information or options in stages calibrated to the receiver's current need-to-know, each stage sufficient to act on, with deeper layers reachable on demand behind a visible affordance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "progressive_refinement_from_core_model": [
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from core model presupposes iteration because successive correction terms are added round by round until accuracy targets are met.",
    "reason": "Progressive refinement from a core model writes the full phenomenon as baseline plus correction, with refinements added systematically in increasing orders of a small parameter until the required accuracy is reached. This presupposes iteration: the repeated application of a step with state carried between rounds, a progress measure, and a stopping condition. Each correction order is an iteration step that consumes the prior approximation and produces the next; the self-diagnostic check that higher-order terms remain small is the progress measure that licenses continued iteration or signals that the baseline must be reconsidered."
   },
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from core model presupposes abstraction because identifying a simpler solvable baseline requires purpose-relative retention of the dominant structure.",
    "reason": "Progressive refinement from a core model starts by identifying a simpler, solvable baseline that captures the dominant structure of a complex phenomenon. This presupposes abstraction: the purpose-relative retention of load-bearing structure, selecting what matters for the reasoning at hand while discarding what does not. The baseline is precisely such an abstraction, judged to retain the structure that controls leading-order behaviour while the corrections account for what was dropped. Without abstraction's judged-retention move, there is no principled baseline against which the small-parameter expansion can be organized."
   },
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "approximation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from a core model presupposes approximation because each successive correction is a controlled error term added to a tractable baseline.",
    "reason": "Progressive refinement from a core model presupposes approximation because its baseline-plus-correction structure requires that the baseline serves as a tractable surrogate for the full phenomenon with a named small-parameter error, and that each higher-order correction is controlled in size relative to what it corrects. Without approximation's discipline -- a controlled and bounded error in known units -- the refinement series has no convergence diagnostic and no stopping rule. The self-diagnostic ('higher-order terms must stay small') is the approximation tolerance check applied recursively. Approximation supplies the prerequisite condition: Good-enough representation. Progressive Refinement from Core Model operates against that background: Incremental refinement. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "projection": [
   {
    "child": "projection",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'Projection is the precise, geometric, idempotent SPECIAL CASE within the broader family of reductions that abstraction names.' Projection drops the dimensions perpendicular to a chosen target (vs abstraction's free-form essence-extraction).",
    "reason": "'Projection is the precise, geometric, idempotent SPECIAL CASE within the broader family of reductions that abstraction names.' Projection drops the dimensions perpendicular to a chosen target (vs abstraction's free-form essence-extraction). Abstraction supplies the genus: Focus on core elements. Projection preserves that general structure while adding its differentia: Map a richer object onto a lower-dimensional target along a chosen direction, discarding the rest. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "proof_by_contradiction": [
   {
    "child": "proof_by_contradiction",
    "parent": "deductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proof by contradiction is the deductive strategy that assumes a target's negation, derives impossibility, and discharges that temporary assumption.",
    "reason": "Deductive reasoning supplies truth-preserving consequence from premises. Proof by contradiction is its strict specialization that adds a temporary negated target, derives an impossibility from the augmented premise set, and concludes the target by discharging that assumption. Every proof by contradiction is deductive, while direct and constructive deductions need not use the indirect contradiction sequence."
   },
   {
    "child": "proof_by_contradiction",
    "parent": "contradiction",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Proof by contradiction contains a derived contradiction as the discharge condition that makes rejecting the temporary negated assumption valid.",
    "reason": "Remove the jointly incompatible consequences and the temporary assumption has not been shown impossible, so the indirect proof cannot close. Contradiction supplies the empty-model witness; proof by contradiction adds the controlled assumption, derivation, and discharge sequence."
   }
  ],
  "property_rights": [
   {
    "child": "property_rights",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Property rights are the specific shape boundary takes when the demarcated entity is a resource and the criterion is enforceable excludability with bundled entitlements.",
    "reason": "Property rights are the specific shape boundary takes when what is demarcated is a resource and the demarcation criterion is enforceable exclusion of non-holders by a defined holder. The four boundary components map directly: the bounded entity is the resource, the demarcation criterion is the legal-enforcement rule, permeability is the bundle of entitlements (use, capture, exclude, transfer) governing crossings, and accountability follows from holder identification. Property rights are jurisdictional boundaries around resources, structured as separable entitlement bundles backed by enforcement."
   }
  ],
  "proportion_scale": [
   {
    "child": "proportion_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proportion and scale is the specific shape scale takes when relative sizes among elements within a work are the operative concern.",
    "reason": "Proportion and scale is the specific shape scale takes when the band of interest is the relative sizing among elements within a single composition or work, rather than the level of aggregation at which a system is described. It is a structurally-particularized instance of treating scale as a first-class object, with the added commitment that the relevant quantity is ratio \u2014 golden ratio, perceptual relative size, dimensional relationship to the viewer \u2014 and that the aesthetic and functional payoff is governed by how parts relate to each other and to the whole rather than by absolute dimensions."
   },
   {
    "child": "proportion_scale",
    "parent": "ratio",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the art-and-design frame leaves the ordered ratio relation among relative dimensions and their reference quantity.",
    "reason": "Proportion and scale adds compositions, visual harmony, viewer-relative sizing, and aesthetic or functional judgment to the portable ratio relation; common rescaling preserves the underlying quotient."
   }
  ],
  "proportionality": [
   {
    "child": "proportionality",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Proportionality presupposes normativity because it specifies a standard of correctness \u2014 fit between response and triggering cause \u2014 for evaluating actions.",
    "reason": "Proportionality presupposes normativity because it is constituted as an ought-side standard: actions, sanctions, or restrictions are required to be calibrated in scale to the wrong, threat, or interest they address, and deviations from that fit are subject to criticism. Without the prior structure of evaluation against a standard, the claim that a response is too harsh or too lenient has no purchase. Proportionality inherits normativity's general machinery of correctness-claims and specializes it by making the standard a comparative one: the response must match the triggering cause in magnitude or weight."
   },
   {
    "child": "proportionality",
    "parent": "commensurability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proportionality is the specific shape commensurability takes when comparing the magnitude of a response to the magnitude of its triggering cause.",
    "reason": "Proportionality is the specific shape commensurability takes when the dimensions being placed on a common scale are a triggering cause and a response \u2014 a wrong and its sanction, a threat and a restriction, a contribution and a reward. It is a structurally-particularized instance of bringing heterogeneous quantities into a common metric, with the added commitment that the comparison yields a fitness verdict: the response is appropriate when its measured magnitude tracks the cause's measured magnitude, excessive when it overshoots, insufficient when it undershoots. Without commensurability's prior reduction to comparable units, the proportionality judgment has nothing to weigh."
   }
  ],
  "prospective_memory": [
   {
    "child": "prospective_memory",
    "parent": "associative_memory",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prospective memory is associative memory specialized to retrieving an encoded future intention when its event or time cue is encountered.",
    "reason": "Both store content so a matching cue can retrieve it without a separate explicit address. Prospective memory fixes the stored content to an intended future action, the cue to an event or time condition, and successful retrieval to execution or routing of that action."
   }
  ],
  "prototype_theory": [
   {
    "child": "prototype_theory",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prototype_theory is 'a specific model of category structure \u2014 center-with-gradient' standing against the definitional (necessary-and-sufficient) model; classification is the broad activity of sorting by any rule.",
    "reason": "Prototype_theory is 'a specific model of category structure \u2014 center-with-gradient' standing against the definitional (necessary-and-sufficient) model; classification is the broad activity of sorting by any rule. The two great models of what a category is; prototype_theory is one species of classification. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Prototype Theory preserves that general structure while adding its differentia: Categories are organized around their best examples rather than by necessary-and-sufficient definitions, modeling kinds as centers with gradients rather than boxes with edges. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "prototype_theory",
    "parent": "similarity_measure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prototype membership is constituted by measuring a candidate's likeness to a privileged exemplar under weighted relevant features.",
    "reason": "Remove the candidate-to-prototype degree of likeness and the center-with-gradient membership rule becomes unavailable: a privileged exemplar remains, but there is no structure that places members nearer or farther from it. Similarity Measure is therefore an internal constituent, not merely a common implementation."
   }
  ],
  "provenance": [
   {
    "child": "provenance",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Provenance presupposes traceability because the documented chain of origin and custody requires the underlying infrastructure that links elements to their history.",
    "reason": "Provenance presupposes traceability because the documented record of an entity's origin, custody transfers, and transformations is the content claim that traceability's infrastructure makes verifiable. Without traceability's backward-and-forward linkage capability \u2014 the navigable chain from any element to its derivation history \u2014 provenance assertions would be unsupported claims about origin with no way to audit them. Traceability supplies the infrastructure; provenance supplies the specific content of authentic-origin claims that traceability's chain makes inspectable and assignable for credit, blame, or verification."
   },
   {
    "child": "provenance",
    "parent": "attestation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Provenance contains Attestations when point-in-time principal-and-artifact bindings secure links in its multi-step history.",
    "reason": "An explicitly attested provenance chain uses each mark as an internal link binding a principal to a particular artifact state against a trust anchor. Documentary, observational, and reconstructed histories can still be provenance without formal or cryptographic attestation, so the relation is conditional."
   },
   {
    "child": "provenance",
    "parent": "custody_transfer",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Custody-Transfer records are internal links in Provenance when the tracked entity passes between successive holders.",
    "reason": "When custody changes, provenance internally represents each transfer event as a link connecting outgoing and incoming holders, the object, triggering act, and transferred duties. Provenance can remain complete for an entity that never changes custodian, so the relation is conditional."
   }
  ],
  "provenance_laundering": [
   {
    "child": "provenance_laundering",
    "parent": "provenance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Provenance laundering presupposes Provenance because the process is defined by making an item's origin and successive custody transfers harder to reconstruct.",
    "reason": "Laundering operates on the relation between a present item and its origin through a custody or publication chain. Without a provenance claim to obscure, sever, or replace with a cleaner-looking chain, there is no laundering operation\u2014only ordinary transfer."
   }
  ],
  "proxy_target_divergence": [
   {
    "child": "proxy_target_divergence",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proxy-Target Divergence is a specialization of Proxy\u2013Target Fidelity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Proxy-Target Divergence preserves that general structure while adding its differentia: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "proxy_target_fidelity": [
   {
    "child": "proxy_target_fidelity",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Proxy-target fidelity presupposes a representation relation in which an observable stand-in is designated to carry selected information about a distinct latent target.",
    "reason": "Fidelity has no referent until a proxy is appointed to represent a target for some use. The live node then evaluates how well that standing-in relation holds across regimes and under optimization. Representation is the prerequisite mapping claim; proxy fidelity is its use-relative graded adequacy and substitution risk, not the mapping artifact itself."
   }
  ],
  "pruning": [
   {
    "child": "pruning",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pruning is selection specialized to a previously over-generated component set whose under-used members are removed after use reveals which subset should persist.",
    "reason": "Selection supplies an eligible population, a use- or fitness-dependent basis, differential retention, and a changed survivor composition. Pruning inherits that structure and adds a specific temporal and mereological differentia: the candidates are surplus components of an already built system, the surplus was generated because the useful subset was not knowable in advance, and the non-selected components are removed to leave a leaner configuration."
   }
  ],
  "psychological_safety": [
   {
    "child": "psychological_safety",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Psychological safety presupposes trust because it is the team-level condition in which members can be vulnerable in interpersonal risk-taking without fear.",
    "reason": "Psychological safety presupposes trust because its core claim \u2014 that team members can speak up, admit error, and disagree without fear of ridicule or retaliation \u2014 requires trust's prior structure of confident reliance under vulnerability. Without the willingness to be vulnerable to others based on positive expectations of their ability, benevolence, and integrity, the interpersonal risk-taking psychological safety names is unavailable. Psychological safety inherits trust's vulnerability-under-incomplete-monitoring structure and specializes it to the team setting, where the shared belief that good-faith voice will be received without reprisal scales individual trust into a climate-level resource."
   }
  ],
  "public_goods": [
   {
    "child": "public_goods",
    "parent": "free_riding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Public Goods typically generate the Free Riding incentive that turns non-excludable benefit into under-contribution and under-provision.",
    "reason": "Potential beneficiaries receive the non-rival benefit whether or not they pay, so withholding contribution is privately attractive while universal withholding defeats provision. Institutions can suppress the behavior without changing the defining non-excludability and non-rivalry."
   }
  ],
  "public_vs_private_contexts": [
   {
    "child": "public_vs_private_contexts",
    "parent": "observability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Public vs. private contexts is the specific shape observability takes when behavior's audience-visibility status systematically alters action.",
    "reason": "Public vs. private contexts is the structurally-particularized form observability takes in the social-behavioral case: when an actor's choices are externally observable, internal preferences are inferable through the action; when private, the same preferences may produce divergent action. It inherits observability's commitment to the inferability of internal state from external outputs, particularized to the case where the actor anticipates the observer's inference and adjusts behavior accordingly, producing the systematic public\u2013private behavioral gap Kuran formalized."
   }
  ],
  "publish_subscribe": [
   {
    "child": "publish_subscribe",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Pub-sub routes through a named intermediary TOPIC/broker rather than to a recipient \u2014 'the topic itself becomes an object,' a reified intermediary reference.",
    "reason": "Pub-sub routes through a named intermediary TOPIC/broker rather than to a recipient \u2014 'the topic itself becomes an object,' a reified intermediary reference. It presupposes indirection (introducing an intermediary reference that decouples endpoints)."
   }
  ],
  "punctuated_equilibrium": [
   {
    "child": "punctuated_equilibrium",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The threshold-breach burst is a tipping-point crossing; punctuated_equilibrium presupposes it as one constituent and adds the loading-phase, recurrence, and heavy-tailed increment distribution.",
    "reason": "The threshold-breach burst is a tipping-point crossing; punctuated_equilibrium presupposes it as one constituent and adds the loading-phase, recurrence, and heavy-tailed increment distribution. 'the tipping point is one ingredient of the pattern, not the pattern.'. Tipping Points (or Phase Transitions) supplies the prerequisite condition: Abrupt state change. Punctuated Equilibrium operates against that background: Change runs bimodal in tempo: long intervals of near-stasis that load latent constraint, interrupted by short bursts of correlated structural reorganization. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "purity_and_pollution": [
   {
    "child": "purity_and_pollution",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Purity and pollution presupposes contagion because pollution is treated as transmissible by contact, spreading the categorical taint through networks.",
    "reason": "Purity and pollution presupposes contagion because the structural claim that pollution is removable only through cleansing rests on a prior commitment that pollution propagates contact-to-contact through a social network. It inherits contagion's pattern in which a state spreads from an affected element to a connected one and reproduces in each new host, particularized to symbolic-categorical taint rather than infection or behavior. Without contagion's transmission-by-contact structure, the binary classificatory defilement could not spread to threaten boundary integrity."
   },
   {
    "child": "purity_and_pollution",
    "parent": "symbolic_boundaries",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Purity and pollution presupposes symbolic boundaries because the pure-polluting partition is a particular classificatory operation defending cultural categories.",
    "reason": "Purity and pollution sorts things into pure and polluting, treating pollution as contagious matter-out-of-place that defiles classificatory order and requires ritual cleansing. This is a particular case of symbolic boundaries: conceptual distinctions actors deploy to categorize the social field with substantial consequences. Symbolic boundaries supply the underlying classificatory operation that sorts the world into kinds. Purity and pollution specialize this by adding the contagion logic and the ritual-purification mechanism, defending the integrity of the categorial scheme against transgression. Without symbolic boundaries as substrate, there would be no classifications for pollution to threaten."
   }
  ],
  "quality_control": [
   {
    "child": "quality_control",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quality control is a specialization of verification in which the conformance check operates as a release gate against manufacturing-style tolerance specs.",
    "reason": "Quality control is a kind of verification specialized to the production-to-customer interface: the object being checked is each unit of output, the specification is the defined tolerance, and the procedure is the inspection or sampling test that triggers rejection or rework when items deviate. It inherits verification's commitment to checking conformance against a stated criterion via an evidence-producing procedure yielding accept/reject verdicts, and supplies the specific feedback-gate function that binds process variation to defined limits before release, distinct from the prevention and improvement layers around it."
   },
   {
    "child": "quality_control",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quality control is a measure-compare-act feedback gate binding process variation to defined tolerances.",
    "reason": "Quality control is a measure-compare-act feedback gate binding process variation to defined tolerances. Feedback supplies the prerequisite condition: Outputs influence inputs. Quality Control operates against that background: Checking output against a specification before release and rejecting or reworking non-conforming items, binding process variation to defined tolerances through a measure-compare-act feedback gate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "quantifier": [
   {
    "child": "quantifier",
    "parent": "predicate",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Quantifier presupposes Predicate, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Predicate supplies the prerequisite condition: A testable yes-or-no property of an object, returning a truth value. Quantifier operates against that background: Specifies the scope of a claim over a domain \u2014 all, some, none, most, or exactly N. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "quenching": [
   {
    "child": "quenching",
    "parent": "metastability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "In kinetic-trapping branches, Quenching contains a locally persistent but globally nonpreferred captured state isolated by a mobility or activation barrier.",
    "reason": "The state is an output constituent rather than a genus of the quench operation. The qualifier excludes immutable copies and policy codification whose persistence is imposed externally rather than earned by basin-and-barrier geometry."
   },
   {
    "child": "quenching",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quenching is defined by a race in which mobility suppression must outrun the system's relaxation, producing frozen, equilibrated, or mixed regimes by rate ratio.",
    "reason": "A fast transition in name alone is insufficient. Onset, duration, relaxation time, phase alignment, and the constraint-to-exploration ratio determine whether an in-flight state is actually captured and how much frustration is frozen in."
   }
  ],
  "queueing": [
   {
    "child": "queueing",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Queueing is a kind of allocation that distributes finite service capacity across arriving demands by determining who waits and for how long.",
    "reason": "Queueing is a specialization of allocation: it assigns a limited supply (server time at a finite-capacity resource) across competing claimants (arriving jobs, requests, customers) under a feasibility constraint (one job at a time per server) guided by a discipline (FIFO, priority, LIFO). It inherits allocation's structural commitment \u2014 finite stuff flowing to multiple sinks \u2014 and particularizes it to the temporal case where the assignment is by wait order rather than instantaneous division, with arrival and service processes setting the dynamics."
   },
   {
    "child": "queueing",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Queueing presupposes flow because waiting only arises when an inflow of work items meets a service capacity that constrains throughput.",
    "reason": "Queueing presupposes flow because its structural setting is a directional transfer of items from arrival to service to departure, with rates, conservation, and channel constraints all native to flow. Without the prior availability of flow as a continuous directional transfer through a system with defined source, channel, and sink, there is no inflow-and-outflow geometry against which finite service capacity can create accumulation. Little's law and the rest of queueing theory presuppose the flow conservation that ties arrival rate to throughput and time-in-system."
   }
  ],
  "race_condition": [
   {
    "child": "race_condition",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Race Condition presupposes Concurrency, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Concurrency supplies the prerequisite condition: Manage simultaneous processes. Race Condition operates against that background: The outcome of a system depends on the uncontrolled relative timing of concurrent actions on shared state, so the order effects land \u2014 not the actions \u2014 determines the result. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "race_to_the_bottom": [
   {
    "child": "race_to_the_bottom",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Race to the Bottom is the strict species of Competition in which relative advantage is gained by lowering a shared ordered dimension and thereby inducing reciprocal undercutting.",
    "reason": "Competition supplies rival actors pursuing negatively coupled advantage over a scarce prize. Race to the Bottom adds a commonly ordered dimension, unilateral gain from moving downward on it, mobility of the prize toward the undercutter, response pressure on rivals, and convergence toward a lower bound that may dissipate joint value. Many competitions instead reward improvement, endurance, differentiation, or upward performance, so the specialization is strict."
   }
  ],
  "random_walk": [
   {
    "child": "random_walk",
    "parent": "stochastic_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "2A: random walk is a stochastic process (not always Markovian).",
    "reason": "2A: random walk is a stochastic process (not always Markovian). Stochastic Process supplies the genus: A quantity indexed (usually by time) whose evolution is governed by randomness \u2014 an indexed family of random variables sharing one probability law. Random Walk preserves that general structure while adding its differentia: A trajectory built as the running sum of independent random increments, whose displacement grows like the square root of the number of steps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "randomization": [
   {
    "child": "randomization",
    "parent": "probability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Randomization is the specific shape probability takes when the chance mechanism is deliberately injected to assign units to treatments.",
    "reason": "Randomization is the structurally-particularized form probability takes when a stochastic mechanism is purposefully used to assign experimental units to conditions, ensuring each unit's probability of any treatment is specified in advance and independent of its characteristics. It inherits probability's coherence apparatus \u2014 sample space, events, calibrated assignment of numbers in [0,1] \u2014 particularized to the assignment-procedure case. The expected statistical equivalence of treatment groups follows directly from the probability calculus applied to the assignment."
   },
   {
    "child": "randomization",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Randomization presupposes causality because its purpose is to identify causal effects by severing the link between treatment and confounders.",
    "reason": "Randomization presupposes causality because its entire warrant is causal inference: random assignment severs the link between treatment and pre-treatment characteristics, so observed differences in outcomes can be attributed to the productive connection from cause to effect. Without causality's four-part structure \u2014 cause, effect, productive connection, modal robustness \u2014 there would be no target relation for the randomization to identify. Random assignment is precisely the procedure that licenses the counterfactual claim causality requires."
   },
   {
    "child": "randomization",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Randomization is the specific shape experimental design takes when treatment assignment is made stochastic to neutralize observed and unobserved confounders.",
    "reason": "Randomization is the particular form experimental design takes for the assignment step: units are allocated to treatment conditions by an explicitly stochastic mechanism with specified probabilities independent of unit characteristics. This achieves the structural property that treatment groups are expected statistically equivalent on all pre-treatment variables \u2014 measured and unmeasured. The general architecture of principled comparison for causal inference is specialized here to the stochastic-assignment mechanism, with chance-driven allocation as the lever that neutralizes confounding and supports valid causal inference."
   },
   {
    "child": "randomization",
    "parent": "intervention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Randomization is the mechanism that physically realizes a confounder-severing intervention (severs every incoming edge at once).",
    "reason": "Randomization is the mechanism that physically realizes a confounder-severing intervention (severs every incoming edge at once). Add intervention as a parent; randomization keeps its causality/experimental_design/probability parents."
   }
  ],
  "randomness": [
   {
    "child": "randomness",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A scoped Randomness claim requires a Probability law specifying the ensemble regularities beneath individually unpredictable outcomes.",
    "reason": "Probability supplies the coherent distribution, moments, conditional events, and test baselines by which an ensemble is lawful. Randomness adds a generating source, predictor-relative unpredictability, source taxonomy, and application-specific quality certification."
   }
  ],
  "rank_dependent_value": [
   {
    "child": "rank_dependent_value",
    "parent": "order",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Rank-Dependent Value contains an ordering of the comparison distribution because ordinal position is the argument from which its positional component is computed.",
    "reason": "Rank is undefined until the members of a comparison set are placed under an order relation. Order is therefore an internal constituent: it supplies the ordinal positions while Rank-Dependent Value adds a mapping from those positions to value and the rank-preserving-shift invariance. Remove the order and no first, median, percentile, or relative standing remains to carry value."
   }
  ],
  "rashomon_effect": [
   {
    "child": "rashomon_effect",
    "parent": "abductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Rashomon_effect is 'a diagnosis of abductive UNDERDETERMINATION' \u2014 the condition in which inference-to-the-best-explanation cannot converge (several internally-coherent accounts fit equally).",
    "reason": "Rashomon_effect is 'a diagnosis of abductive UNDERDETERMINATION' \u2014 the condition in which inference-to-the-best-explanation cannot converge (several internally-coherent accounts fit equally). It presupposes the abductive frame and names where it stalls. Abductive Reasoning supplies the prerequisite condition: Infer the hypothesis that would best explain a surprising observation, accepted provisionally and held defeasibly against better candidates. Rashomon Effect operates against that background: Multiple internally coherent but mutually inconsistent accounts of one event, underdetermined by the testimony set with no internal adjudication procedure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "ratchet_effect": [
   {
    "child": "ratchet_effect",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The ratchet effect is 'a specific path-dependent mechanism: direction-asymmetric, monotone, lock-driven'; 'many path-dependent systems are not ratchets (they can reverse); the ratchet is the one-way subclass.' A strict specialization of path_dependence.",
    "reason": "The ratchet effect is 'a specific path-dependent mechanism: direction-asymmetric, monotone, lock-driven'; 'many path-dependent systems are not ratchets (they can reverse); the ratchet is the one-way subclass.' A strict specialization of path_dependence. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Ratchet Effect preserves that general structure while adding its differentia: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "rate_coding": [
   {
    "child": "rate_coding",
    "parent": "encoding_and_decoding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rate Coding is an Encoding and Decoding scheme in which magnitude is carried by identical-event frequency over an integration window.",
    "reason": "Rate Coding specializes the general representation-and-recovery scheme to identical discrete events. The encoder places magnitude in event frequency and the decoder recovers it through windowed counting, with the integration window trading temporal resolution against precision."
   }
  ],
  "rate_limiting": [
   {
    "child": "rate_limiting",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'It is one specific tool \u2014 meter, window, budget, response \u2014 within the broader discipline of provisioning and scheduling resources, not the whole of it.' The per-actor-per-time cap within resource_management.",
    "reason": "'It is one specific tool \u2014 meter, window, budget, response \u2014 within the broader discipline of provisioning and scheduling resources, not the whole of it.' The per-actor-per-time cap within resource_management. Resource Management supplies the genus: Allocation of finite assets. Rate Limiting preserves that general structure while adding its differentia: Cap the temporal rate at which an identifiable actor consumes a resource. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "rate_limiting",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A rate limit is a temporal constraint on consumption (units per time per actor); a specialization of constraint.",
    "reason": "A rate limit is a temporal constraint on consumption (units per time per actor); a specialization of constraint. Constraint supplies the genus: Limits possibilities to guide outcomes. Rate Limiting preserves that general structure while adding its differentia: Cap the temporal rate at which an identifiable actor consumes a resource. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "ratio": [
   {
    "child": "ratio",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ratio is comparison specialized to a multiplicative or per-unit relation obtained by dividing an ordered numerator by a nonzero denominator.",
    "reason": "Comparison supplies the genus of placing quantities in one declared frame. Ratio adds ordered quantitative roles, a nonzero reference denominator, division, and a quotient interpreted multiplicatively or per unit."
   }
  ],
  "reactance": [
   {
    "child": "reactance",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reactance presupposes constraint because the motivational state only arises when a perceived freedom is threatened or restricted by an external limit.",
    "reason": "Reactance is a motivational state triggered specifically by the perceived restriction of a behavioral freedom: without a constraint imposing itself on the admissible set of actions the individual believes they possess, there is no threat-to-freedom event, no aversive arousal, and no freedom-restoration motivation. The four-component process presupposes that the structural feature being responded to is a binding restriction on what one is allowed to choose \u2014 the very situation constraint names \u2014 and reactance is the psychological reaction to that situation."
   },
   {
    "child": "reactance",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reactance is the specific shape homeostasis takes when perceived autonomy is the regulated variable and freedom-restoration is the corrective response.",
    "reason": "Reactance is the homeostatic particularization for the variable of perceived behavioral freedom: when external constraint threatens to push the variable below its acceptable band, an aversive motivational state arises and drives corrective behavior aimed at restoring the freedom. Where homeostasis names closed-loop self-regulation that holds a variable within a setpoint range generally, reactance fixes the regulated variable as autonomy and the corrective action as freedom-restoration motivation \u2014 a particular sensor-comparator-actuator loop operating on the psychological variable of choice."
   }
  ],
  "reaction_channel_back_action": [
   {
    "child": "reaction_channel_back_action",
    "parent": "externality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Back-action is the SUBSPECIES of externality where the peripheral harm does not stay with the third party but is metabolized by a downstream channel and RETURNS to the causer after a delay.",
    "reason": "Back-action is the SUBSPECIES of externality where the peripheral harm does not stay with the third party but is metabolized by a downstream channel and RETURNS to the causer after a delay. externality is the genus; the return path is the differentia. Externality supplies the genus: Spillover effects. Reaction-Channel Back-Action preserves that general structure while adding its differentia: Peripheral harm from an action is metabolized by a downstream system and returned to the original actor as operational cost, after a delay. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reaction_intermediate": [
   {
    "child": "reaction_intermediate",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A reaction intermediate is the named transient INTERIOR STATE of a multi-step transformation (absent at both endpoints), whose formation/consumption rates govern throughput; it presupposes a transformation to have an interior of.",
    "reason": "A reaction intermediate is the named transient INTERIOR STATE of a multi-step transformation (absent at both endpoints), whose formation/consumption rates govern throughput; it presupposes a transformation to have an interior of. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Reaction Intermediate operates against that background: A multi-step transformation passes through a named transient state, absent at both endpoints, whose formation and consumption rates govern throughput and form a distinct intervention surface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reality_monitoring": [
   {
    "child": "reality_monitoring",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Reality monitoring is the use-time CLASSIFICATION of each stored item by source class (internally-generated vs externally-perceived) from source-correlated features \u2014 a specialized classification with its own signal-detection (d'/criterion) structure.",
    "reason": "Reality monitoring is the use-time CLASSIFICATION of each stored item by source class (internally-generated vs externally-perceived) from source-correlated features \u2014 a specialized classification with its own signal-detection (d'/criterion) structure. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Reality Monitoring preserves that general structure while adding its differentia: A system holding items from multiple source classes must, at use-time, attribute each item to its source \u2014 most basically internally-generated versus externally-perceived \u2014 with characteristic errors when the cues mislead. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "realized_vs_possible_outcomes": [
   {
    "child": "realized_vs_possible_outcomes",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Realized vs Possible Outcomes contains a possibility set, a realized subset, and the membership and inclusion tests that expose their gap.",
    "reason": "Set and Membership is internal to the prime's defining construction: the possibility collection, realized collection, subset relation, and omitted members are the objects being compared. The child adds a generating process, model-constructed possibility boundary, observed realization, gap shape, and intervention logic."
   }
  ],
  "receptive_field": [
   {
    "child": "receptive_field",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A receptive field contains a boundary in input space separating stimuli that can affect the unit from those that cannot.",
    "reason": "The coverage footprint and its falloff define the local jurisdiction whose tiling composes system-wide coverage; remove the inside-outside demarcation and the field is no longer bounded or receptive selectively."
   }
  ],
  "receptor_saturation": [
   {
    "child": "receptor_saturation",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Receptor Saturation is a kind of constraint: a finite count of binding sites caps the system's response regardless of further input.",
    "reason": "Receptor saturation describes a system whose response approaches an asymptote because the population of binding sites is finite and eventually fully occupied. The number of sites is a binding restriction on admissible response magnitudes: no configuration with response above the saturation ceiling is reachable, regardless of input intensity. That is exactly the structure of a constraint \u2014 a hard cap on the feasible set \u2014 specialized to capacity ceilings imposed by fixed interaction substrate."
   },
   {
    "child": "receptor_saturation",
    "parent": "boundedness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Receptor saturation is a specialization of boundedness in which finite binding-site capacity caps the maximal achievable response regardless of further input.",
    "reason": "Receptor saturation specializes boundedness by fixing the bounded quantity as available binding sites or interaction slots and the consequence as an asymptotic response ceiling. Where boundedness names the general property that some structural feature is contained within a finite envelope, receptor saturation specifies that the envelope is the count of available sites and that approaching this envelope produces hyperbolic or sigmoidal saturation in the response \u2014 a particular shape boundedness takes when finite interaction capacity caps the input-to-output mapping at a hard ceiling."
   }
  ],
  "reciprocity": [
   {
    "child": "reciprocity",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reciprocity is the specific shape symmetry takes when actions in an ongoing relationship are returned in kind across parties.",
    "reason": "Reciprocity is the specific shape symmetry takes when the invariance is between actions and their returns within a social relationship: help is met with help, harm with harm, contribution with contribution. It is a structurally-particularized instance of transformation-group invariance, where the transformation is the role-swap between giver and receiver and the property preserved is the kind or magnitude of the action. The added commitment is that the symmetry is enforced across time through expectations and norms rather than as an instantaneous geometric balance, and that violations carry social consequences ranging from withdrawal to retaliation."
   },
   {
    "child": "reciprocity",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reciprocity presupposes cooperation because the in-kind return that defines reciprocity is the mechanism by which costly cooperative contributions are sustained.",
    "reason": "Reciprocity presupposes cooperation because its content \u2014 responding in kind to others' contributions \u2014 is intelligible only against the prior tension cooperation names: the gap between collective optimum and individual incentive in which costly contributions must be sustained against defection. Without that gap, in-kind return is just trade; with it, reciprocity becomes the structural device that converts a one-shot defection problem into a repeated game where contribution can be rewarded and defection punished. Reciprocity inherits cooperation's structural situation and supplies one of the principal mechanisms by which the cooperative outcome is stabilized."
   }
  ],
  "recognition_justice": [
   {
    "child": "recognition_justice",
    "parent": "fairness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Recognition justice is fairness specialized to whether parties and their harms enter the evaluative frame with equal standing.",
    "reason": "It inherits the judgment of treatment under a defensible standard and adds a prior representational gate: whose identity is intelligible, whose testimony is credible, and which injuries count as injuries before distribution or procedure is assessed."
   }
  ],
  "reconsolidation": [
   {
    "child": "reconsolidation",
    "parent": "memory_consolidation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reconsolidation is memory consolidation specialized to re-storing a previously consolidated item after retrieval makes it malleable again.",
    "reason": "Reconsolidation is memory consolidation specialized to re-storing a previously consolidated item after retrieval makes it malleable again. Memory Consolidation supplies the genus: Converting a newly encoded trace from a fragile, overwritable form into a durable, interference-resistant one through a slow post-encoding stabilization process. Reconsolidation preserves that general structure while adding its differentia: A stored item returns to a malleable state when retrieved and must be re-stored, so every retrieval is a read-modify-write and a potential edit of the original. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "record_reality_divergence": [
   {
    "child": "record_reality_divergence",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A stale authoritative record is a proxy that has decoupled from the reality (target) it describes while still driving decisions, fitting the named-children pattern (alongside Goodhart, sensor drift, etc.).",
    "reason": "A stale authoritative record is a proxy that has decoupled from the reality (target) it describes while still driving decisions, fitting the named-children pattern (alongside Goodhart, sensor drift, etc.). Proxy-Target Divergence supplies the genus: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. Record-Reality Divergence preserves that general structure while adding its differentia: An authoritative record of an external state drifts from the reality it describes while remaining the basis for downstream decisions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "record_reconciliation": [
   {
    "child": "record_reconciliation",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A typed cross-system sameness verdict (equivalent/near-match-with-loss/ambiguous/no-match) that deliberately BLOCKS the transitive closure an equivalence_relation enjoys; presupposes the equivalence machinery precisely to control where it must not apply across two sets.",
    "reason": "A typed cross-system sameness verdict (equivalent/near-match-with-loss/ambiguous/no-match) that deliberately BLOCKS the transitive closure an equivalence_relation enjoys; presupposes the equivalence machinery precisely to control where it must not apply across two sets. Equivalence Relation supplies the prerequisite condition: Groups elements into equivalence classes. Record Reconciliation operates against that background: Matching records across two naming systems and declaring, for each pair, a typed sameness verdict with explicit conditions of preservation and loss. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "recruitment_variability": [
   {
    "child": "recruitment_variability",
    "parent": "variability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Recruitment variability is variability specialized to externally driven differences among discrete incoming cohorts whose signatures persist through a stock.",
    "reason": "It inherits measurable dispersion across instances and adds a sensitive entry window, weak control by current stock, lifespan persistence, and age-structured echoes. Variability supplies the genus: Differences across instances. Recruitment Variability preserves that general structure while adding its differentia: A stock replenished by discrete cohorts whose size is set by environmental conditions at an early sensitive window \u2014 not by current stock \u2014 develops persistent, age-structured echoes from which cohorts were lucky. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "recursive_attenuating_amplification": [
   {
    "child": "recursive_attenuating_amplification",
    "parent": "amplification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Recursive Attenuating Amplification is typically a specialization of Amplification, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Amplification supplies the genus: Increase signal or disturbance. Recursive Attenuating Amplification preserves that general structure while adding its differentia: A one-shot input recirculating through a leaky operator with sub-unit retention produces a bounded total response of input/(1\u2212k). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "red_teaming_in_strategy": [
   {
    "child": "red_teaming_in_strategy",
    "parent": "wargaming",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Red Teaming In Strategy is the framed or domain-specific realization of Wargaming; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the military_strategic_studies frame is stripped away, the retained structural roles are those of Wargaming: Rehearse a plan against an adaptive opponent, turn by turn, to surface the assumptions it hid. Red Teaming In Strategy adds the local frame and commitments expressed in its identity: Build an independent, role-protected adversary whose job is to attack the plan before reality does. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "red_teaming_in_strategy",
    "parent": "external_analytic_challenge",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Strategic red teaming is external analytic challenge strengthened with an adversarial brief, institutionally separated role, protected authority, and contracted pre-commitment response.",
    "reason": "Strategic red teaming is external analytic challenge strengthened with an adversarial brief, institutionally separated role, protected authority, and contracted pre-commitment response. Both install a competent outside challenge to expose assumptions and failure modes while the primary work can still change, with findings routed back before commitment. Red teaming requires an explicit adversarial perspective, protected organizational authority, role separation, and capture-resistant reporting that the broader genus does not."
   }
  ],
  "redundancy": [
   {
    "child": "redundancy",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Redundancy is a specialization of reserve in which the maintained surplus takes the form of duplicated components that can substitute on failure.",
    "reason": "Redundancy is a specialization of reserve. The general reserve pattern is a deliberately maintained surplus of capacity beyond expected need, valuable precisely because available when demand exceeds expected. Redundancy specializes this by giving the surplus a particular form: duplicated components whose failure-independence allows any one to maintain function if others fail. The same hold-surplus-against-shock logic of reserve applies, with component duplication as the specific implementation and fault tolerance as the specific shock to absorb."
   },
   {
    "child": "redundancy",
    "parent": "self_checking",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-checking uses redundancy (the partially-independent path) and adds a comparator that extracts an error signal.",
    "reason": "Self-checking uses redundancy (the partially-independent path) and adds a comparator that extracts an error signal. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Self Checking: A system detects errors in its own output by computing the answer through partially-independent paths and comparing. Redundancy adds the local frame and commitments expressed in its identity: Duplicate critical components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "redundancy",
    "parent": "two_store_architecture",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Maintaining two oppositely-optimised persistent substrates presupposes redundancy (the duplicate path), adding a periodic transfer mechanism that consolidates rather than masks.",
    "reason": "Maintaining two oppositely-optimised persistent substrates presupposes redundancy (the duplicate path), adding a periodic transfer mechanism that consolidates rather than masks. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Two-Store Architecture: A fast interference-prone store and a slow integrated store coupled by a periodic transfer mechanism, paying for both speed and integration by maintaining two oppositely-optimised substrates. Redundancy adds the local frame and commitments expressed in its identity: Duplicate critical components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "refactoring": [
   {
    "child": "refactoring",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Refactoring is a transformation, but a BEHAVIOR-PRESERVING one \u2014 it is the specific member of the transformation family constrained by the equivalence invariant.' A clean specialization of transformation.",
    "reason": "'Refactoring is a transformation, but a BEHAVIOR-PRESERVING one \u2014 it is the specific member of the transformation family constrained by the equivalence invariant.' A clean specialization of transformation. Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Refactoring preserves that general structure while adding its differentia: Change internal structure while preserving observable behavior. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reference_cadence_exceeds_tracking_bandwidth": [
   {
    "child": "reference_cadence_exceeds_tracking_bandwidth",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reference Cadence Exceeds Tracking Bandwidth presupposes Feedback, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Feedback supplies the prerequisite condition: Outputs influence inputs. Reference Cadence Exceeds Tracking Bandwidth operates against that background: When the signal a closed loop must track changes faster than the loop's bandwidth, persistent error follows that no amount of executor effort can close. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reference_point_dependence": [
   {
    "child": "reference_point_dependence",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reference-point dependence presupposes comparison because an outcome obtains its sign and value only through contrast with the selected baseline.",
    "reason": "Reference-point dependence presupposes comparison because an outcome obtains its sign and value only through contrast with the selected baseline. Remove the outcome-to-reference comparison and no signed departure exists, so moving the reference cannot change the outcome's classification or value. Reference-point dependence is an evaluation regime built on a comparison, not every comparison or a taxonomic species of comparing."
   }
  ],
  "reference_standard_decay": [
   {
    "child": "reference_standard_decay",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reference Standard Decay is a specialization of Proxy-Target Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy-Target Divergence supplies the genus: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. Reference Standard Decay preserves that general structure while adding its differentia: A measuring apparatus keeps scoring against a reference standard that has silently drifted, so its numbers stay stable while their meaning shifts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "refinement": [
   {
    "child": "refinement",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Refinement presupposes feedback because each iterative improvement requires evaluating the current candidate and routing that judgment back to adjust the next pass.",
    "reason": "Refinement is the iterative sharpening of a candidate through repeated cycles of evaluation and adjustment, which structurally requires that the output of each round (the current candidate's quality) be routed back to shape the next round's input. Without feedback's closed loop \u2014 output measured, signal returned, input modified \u2014 there would be no mechanism by which iterations could accumulate progress; refinement would collapse into one-shot creation or undirected variation rather than the directed convergence that defines the pattern."
   },
   {
    "child": "refinement",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Refinement is the specific shape iteration takes when each cycle progressively sharpens the precision, quality, or fitness of a candidate.",
    "reason": "Refinement is the convergence-toward-fitness particularization of iteration: each cycle takes a current candidate, evaluates it, and produces a sharpened successor that becomes the input to the next cycle. Where iteration names repeated application of a step with cumulative use of prior outputs generally, refinement fixes the progress notion as monotone improvement toward precision or fitness, the state carried as the current candidate, and the operation per cycle as evaluation-and-adjustment \u2014 a particular shape iteration takes when an initial approximation is being progressively sharpened."
   }
  ],
  "refractory_period": [
   {
    "child": "refractory_period",
    "parent": "rate_limiting",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A refractory period is intrinsic rate limiting specialized to an automatic post-action interval during which the same unit cannot act again.",
    "reason": "It caps one identifiable unit's action rate over time, inheriting the structural effect of a temporal budget. Its differentia are that the limit is imposed by the unit's own post-action state, starts immediately after firing, and expires after a recovery interval rather than being administered by an external counter."
   }
  ],
  "reframing": [
   {
    "child": "reframing",
    "parent": "framing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reframing is framing specialized to a before-and-after operation in which the referent stays fixed while a replacement frame changes how it is interpreted.",
    "reason": "Framing supplies a presentational or contextual structure that changes what an observer notices, infers, or values. Reframing is the strict specialization that starts with an already active frame, substitutes another frame over substantially the same referent, and compares the changed meaning or action implications. Every reframe therefore performs framing, while an initial framing need not replace anything and is not yet a reframe."
   },
   {
    "child": "reframing",
    "parent": "frame_change",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reframing is the interpretive species of Frame Change, preserving a referent while replacing the frame that assigns its meaning and implications.",
    "reason": "Frame Change supplies the broader genus: a referent is preserved while an operative coordinate, classificatory, tonal, or interpretive frame is replaced and bridged. Reframing preserves that structure and adds an interpreting agent or community plus a change in meaning, salience, evaluation, or action. Non-interpretive frame changes can occur without Reframing, establishing strict subsumption."
   }
  ],
  "regime_change": [
   {
    "child": "regime_change",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Regime Change is a State Transition between qualitatively distinct stable regimes with altered governing dynamics.",
    "reason": "Regime Change retains the general before-state, transition, and after-state structure and adds a change between stable operating regimes whose feedback, attractor, or governing-response structure differs qualitatively. The broader parent admits ordinary state changes without that regime-level discontinuity."
   }
  ],
  "regime_transition_plateau": [
   {
    "child": "regime_transition_plateau",
    "parent": "diminishing_returns",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A regime-transition plateau necessarily contains declining marginal gains from the strategy that powered the first regime.",
    "reason": "Diminishing Returns supplies the exhaustion arm of the conjunction. If additional use of the incumbent strategy still produced undiminished gains, the system would not be stalled between regimes; it would merely have an optional future capability to develop. The plateau identity therefore requires diminishing returns inside it, while adding the absent, qualitatively different successor-capability arm that Diminishing Returns alone does not contain."
   },
   {
    "child": "regime_transition_plateau",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Prior-regime investments and beneficiaries typically constrain the pivot, although an exogenous capability gap can produce the plateau without strong historical lock-in.",
    "reason": "A successful first regime commonly leaves specialized assets, routines, skills, evaluation criteria, and beneficiaries that raise the cost of building its successor. This history-shaped constraint deepens many transition plateaus, but it is not universal: a successor capability may simply be unavailable or slow to mature even when the inherited path is easy to abandon."
   }
  ],
  "register_style_shifting": [
   {
    "child": "register_style_shifting",
    "parent": "accommodation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Register shifting is the specific shape accommodation takes when speakers selectively adjust linguistic form to context, audience, or task.",
    "reason": "Register shifting is the structurally-particularized form accommodation takes in the sociolinguistic case: the system (the speaker) modifies internal structure (lexical, syntactic, phonological selections) in response to external pressure (formality, audience, mode) to remain coherent without rupturing identity. It inherits accommodation's commitment to selective internal adjustment that preserves the system under external demand, particularized to the case where what is adjusted is style position along a register continuum."
   }
  ],
  "registry_mediated_discovery": [
   {
    "child": "registry_mediated_discovery",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific three-party form of indirection \u2014 provider, consumer, and a registry that is its own addressable entity \u2014 whose payoff is turnover survival (a provider can relocate without consumer change).",
    "reason": "The specific three-party form of indirection \u2014 provider, consumer, and a registry that is its own addressable entity \u2014 whose payoff is turnover survival (a provider can relocate without consumer change). Indirection is the abstraction's structural parent; registry-mediated discovery uses indirection but adds the registry, the stable-name/mutable-location split, and turnover survival. Indirection supplies the genus: Introduces intermediary references. Registry-mediated discovery preserves that general structure while adding its differentia: Agents find each other through a shared registry rather than by direct reference: a named indirection mapping stable identifiers to current locations, so coupling survives turnover. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "regression_to_the_mean": [
   {
    "child": "regression_to_the_mean",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Regression to the mean is a kind of probability phenomenon in which extreme observations re-measure closer to the population mean due to transient noise.",
    "reason": "Regression to the mean is a specialization of probability: it follows directly from the calibrated quantification of uncertainty when observations decompose into a stable component plus a transient random component. It inherits probability's coherence apparatus \u2014 sample space, conditioning, expectation \u2014 and particularizes it to the conditional-expectation case where an extreme initial draw, conditioned on, predicts a less extreme re-measurement. The magnitude (1\u2212r) times the initial deviation is a direct consequence of bivariate distribution structure."
   },
   {
    "child": "regression_to_the_mean",
    "parent": "bias",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regression to the mean presupposes bias because uncorrected use of extreme-selected observations yields a systematic offset away from the underlying mean.",
    "reason": "Regression to the mean presupposes bias because failing to account for the regression effect when selecting on extreme initial values produces a systematic displacement: extreme observations re-measure closer to the mean, and treating the change as causal effect introduces an offset proportional to (1 minus correlation) times the initial deviation. Without bias's framing of systematic-rather-than-random displacement, the regression phenomenon would be mere noise; instead it is a predictable directional offset that survives averaging, generating spurious causal claims (drug works on the sick, second-novel slump) unless corrected."
   }
  ],
  "regret": [
   {
    "child": "regret",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes Comparison: it is the value gap measured between the realized outcome and a counterfactual alternative.",
    "reason": "Regret is the difference an agent registers between the outcome obtained and the better outcome a forgone alternative would have produced. Computing that gap requires placing the actual and counterfactual outcomes under a shared evaluative frame and reading off a greater-lesser relation. Without Comparison as the underlying operation, no value gap can be formed, so regret presupposes the alignment-and-difference machinery that comparison supplies, applied retrospectively to chosen versus unchosen paths."
   },
   {
    "child": "regret",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes Decision: there must have been a prior commitment among alternatives before retrospective evaluation can register a gap.",
    "reason": "Regret is meaningful only after an agent has selected one alternative from a set and foreclosed the others; it then evaluates the realized path against unchosen counterfactuals. Without a prior Decision \u2014 the act of collapsing deliberation into commitment \u2014 there is no chosen-versus-foregone pair to compare and no commitment whose costs can be registered. Regret therefore presupposes the decision event as the structural precondition of its own evaluative geometry."
   },
   {
    "child": "regret",
    "parent": "modal_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes modal reasoning because the value gap it registers is a comparison between the actual outcome and a counterfactual alternative.",
    "reason": "Regret presupposes modal reasoning because its defining structure is retrospective comparison of the realized outcome against the better outcome a forgone alternative would have produced. That comparison requires quantifying over a space of possible-but-unrealized alternatives and evaluating a counterfactual conditional, which is exactly what modal reasoning supplies via its operators over accessible alternatives. Without the prior availability of structured reasoning over what could-have-been, regret reduces to a brute affective response with no benchmark against which to register the gap between actual and alternative."
   }
  ],
  "regularization": [
   {
    "child": "regularization",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regularization is 'a MODIFICATION of the objective \u2014 adding a penalty term \u2014 that changes which extremum is sought; it presupposes an optimization but is not one.' Presupposes-parent.",
    "reason": "Regularization is 'a MODIFICATION of the objective \u2014 adding a penalty term \u2014 that changes which extremum is sought; it presupposes an optimization but is not one.' Presupposes-parent. Optimization supplies the prerequisite condition: Finds best solution under constraints. Regularization operates against that background: Add a tunable soft penalty on the complexity of a candidate solution to a fitting procedure, trading data-fit against complexity by an explicit weight chosen for out-of-sample performance. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "regulatory_capture": [
   {
    "child": "regulatory_capture",
    "parent": "institution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regulatory capture presupposes institution because it is the redirection of an institution's rule-enforcement apparatus toward the interests it should regulate.",
    "reason": "Regulatory capture presupposes institution because the dynamic operates on the durable rule-complex Stigler analyzes: a regulator is an institution -- a self-reproducing set of rules, roles, and shared expectations enforcing a mandate -- and capture is the redirection of that institutional apparatus to serve private rather than public interests. Without institution's framing of enduring rule-enforcement structure beyond individual actors, capture collapses into mere corruption. Capture is institutional precisely because the rule-complex itself becomes the instrument, not just particular officials."
   },
   {
    "child": "regulatory_capture",
    "parent": "rent_seeking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Capture is one instance of rent-seeking \u2014 an agency taken over by the interests it regulates'; rent_seeking names the direction-of-effort criterion wherever an allocation channel exists.",
    "reason": "'Capture is one instance of rent-seeking \u2014 an agency taken over by the interests it regulates'; rent_seeking names the direction-of-effort criterion wherever an allocation channel exists. rent_seeking is the genus, regulatory_capture the species. Add rent_seeking as parent. Rent Seeking supplies the genus: Expending real resources to capture a larger share of existing value by working the rules that govern allocation, rather than to produce new value. Regulatory Capture preserves that general structure while adding its differentia: Regulated agents gain influence over institution redirecting it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "rehearsal": [
   {
    "child": "rehearsal",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rehearsal is maintenance specialized to preserving a capability through repeated near-live execution and feedback before it is needed at full stakes.",
    "reason": "Both expend effort before failure to preserve future function. Rehearsal adds a particular intervention: rerun the whole action in a lower-stakes but behaviorally faithful setting, observe performance, and correct between iterations. It is distinct from bare refresh in Maintenance Rehearsal."
   }
  ],
  "reification": [
   {
    "child": "reification",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reification is a failure that befalls an abstraction: the constructed summary is identified with its substrate and the audit trail atrophies.",
    "reason": "Reification is a failure that befalls an abstraction: the constructed summary is identified with its substrate and the audit trail atrophies. Presupposes an abstraction to corrupt; the pathology is the lost provenance, not the abstracting. Abstraction supplies the prerequisite condition: Focus on core elements. Reification operates against that background: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reinforcement": [
   {
    "child": "reinforcement",
    "parent": "reward_prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Reward prediction error is a common internal teaching signal in reinforcement, updating value or action strength from expected-versus-received reward.",
    "reason": "In prediction-based reinforcement systems, the loop computes received reward or bootstrapped return minus expected value and uses that internal signal to change action probability or value. The error is a constituent of the larger consequence-driven process, not the whole process and not its taxonomic genus."
   },
   {
    "child": "reinforcement",
    "parent": "conditioning_behavioral",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Reinforcement is the OPERANT core of conditioning (action-strengthening-by-consequence); conditioning_behavioral is the broader umbrella (incl.",
    "reason": "Reinforcement is the OPERANT core of conditioning (action-strengthening-by-consequence); conditioning_behavioral is the broader umbrella (incl. Pavlovian). Conditioning (Behavioral) supplies the genus: Learning via association. Reinforcement preserves that general structure while adding its differentia: An action's consequence selectively changes the probability of that action recurring under similar conditions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reinforcement",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reinforcement is a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Reinforcement preserves that general structure while adding its differentia: An action's consequence selectively changes the probability of that action recurring under similar conditions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "relationship_specific_investment": [
   {
    "child": "relationship_specific_investment",
    "parent": "transaction_costs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Asset specificity is the specific condition that ELEVATES transaction-cost frictions into a hold-up problem; high specificity CAUSES high transaction costs via appropriable quasi-rents.",
    "reason": "Asset specificity is the specific condition that ELEVATES transaction-cost frictions into a hold-up problem; high specificity CAUSES high transaction costs via appropriable quasi-rents. A driver presupposing the transaction-cost frame (Williamson). Transaction Costs supplies the prerequisite condition: Frictions in exchange. Relationship Specific Investment operates against that background: Resources spent to build an asset whose value is highest inside one specific relationship and drops sharply outside it, creating asymmetric hold-up exposure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "relationship_specific_investment",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A relationship-specific investment contains an irreversible commitment decision: resources are sunk into a configuration and cannot be costlessly restored or redeployed once the partner-specific asset exists.",
    "reason": "The exposure is measured by the restoration or redeployment gap between the asset's inside value and next-best outside value. Preserving reversibility reduces specificity and forfeits surplus; committing irreversibly creates quasi-rent and closes alternative paths\u2014the prime's exact choice spectrum."
   }
  ],
  "release_from_controlling_context": [
   {
    "child": "release_from_controlling_context",
    "parent": "constraint_release",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Release From Controlling Context is Constraint Release specialized to an actor separated from its home regulators by transfer into a recipient context lacking them.",
    "reason": "The child retains the general pattern of intrinsic capacity, an actively suppressive constraint set, a composite prior baseline, and removal or separation from the suppressor. It adds explicit home and recipient contexts, non-portability of the constraint set, a transfer boundary, and the joint-attribution error that mistakes the constrained home equilibrium for an actor-only property."
   }
  ],
  "remediation": [
   {
    "child": "remediation",
    "parent": "legacy_integration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Remediation is legacy integration specialized to a successor medium that selectively carries forward an older medium's conventions while exploiting new substrate affordances.",
    "reason": "Both preserve selected structure from a predecessor across a discontinuous migration into a successor. Remediation adds a medium change, quoted older forms used as legitimacy scaffolding, progressive shedding of substrate-bound conventions, and divergence through affordances unavailable to the predecessor."
   }
  ],
  "renewal_process": [
   {
    "child": "renewal_process",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A renewal process is recurrence specialized by reset events and distributed interarrival times.",
    "reason": "A renewal process is recurrence specialized by reset events and distributed interarrival times. The parent supplies the genus and can occur without the child; the child preserves that structure while adding commitments the parent does not require."
   },
   {
    "child": "renewal_process",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interarrival, survival, and hazard functions require a probability measure over event times.",
    "reason": "Interarrival, survival, and hazard functions require a probability measure over event times. The parent can occur independently, but without it the child\u2019s mechanism is undefined; this is prerequisite dependence rather than subsumption."
   }
  ],
  "renormalization": [
   {
    "child": "renormalization",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is a kind of abstraction: it retains only the long-distance structure that matters for the use at hand and discards the rest.",
    "reason": "Renormalization coarse-grains shorter-scale degrees of freedom and rescales to produce an effective description in which irrelevant couplings flow away and only the load-bearing structure remains. That is the move of abstraction: a purpose-relative projection from a concrete original onto the features that matter for the reasoning at hand, with the rest deliberately dropped. Renormalization specializes abstraction by tying the projection to a scale-flow and a universality argument about what survives."
   },
   {
    "child": "renormalization",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is a kind of invariance: universal long-distance behavior is preserved across the flow's rescalings at a fixed point.",
    "reason": "Renormalization-group flow drives the effective theory through a space of couplings, and its fixed points are precisely the loci where the theory is unchanged under further rescaling. The universal critical exponents and long-distance behaviors observed across disparate microscopic systems are features preserved under the rescaling transformation. That makes renormalization a specialization of invariance: a named family of transformations (the RG flow) leaves a named feature (the fixed-point physics) unchanged."
   },
   {
    "child": "renormalization",
    "parent": "scaling_and_scale_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is the specific shape scaling and scale dependence takes when coarse-graining defines an explicit flow of effective theories across scales.",
    "reason": "Renormalization is the structurally-particularized instance of scaling and scale dependence in which the dependence is captured by a concrete procedure: integrate out shorter-scale degrees of freedom, rescale, and read off how the effective theory's couplings change with scale. It carries forward the general scaling-and-scale-dependence commitment that dominant physics, mechanisms, and bottlenecks shift qualitatively as scale changes, and gives this idea its specific apparatus: a flow in theory space whose fixed points, attractors, and relevant or irrelevant perturbations determine which microscopic features survive at macroscopic scales."
   }
  ],
  "replay": [
   {
    "child": "replay",
    "parent": "memory_consolidation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing hippocampal, software-buffer, simulation, and review framing from replay leaves post-encoding stabilization that converts a fragile trace into durable structure.",
    "reason": "Strip the source of the captured sequence, the biological or computational storage medium, and the particular offline window. The preserved role is a post-encoding process that reactivates a fragile trace so it becomes more durable and interference-resistant: Memory Consolidation. Replay names one exact mechanism for it."
   }
  ],
  "reporting_pyramid_undercount": [
   {
    "child": "reporting_pyramid_undercount",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reporting-Pyramid Undercount is Selection Bias specialized to an ordered sequence of non-random inclusion gates whose capture fractions multiply.",
    "reason": "It retains Selection Bias's defining mismatch between the target population and the systematically selected observed sample, then fixes the selection mechanism to a sequence of reporting or ascertainment stages. Each stage admits a non-random fraction of the events surviving the previous stage, so both the total and composition of the final count can diverge from the true event population."
   }
  ],
  "representation": [
   {
    "child": "representation",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Representation presupposes abstraction because mapping a target onto a medium requires first deciding which features of the target to retain.",
    "reason": "Representation is the structured mapping of a target system onto a medium that preserves selected features under a stated convention while deliberately dropping others. The selection of which features to preserve is itself an abstraction \u2014 purpose-relative retention of structure that keeps what matters for a given use and discards what does not. Abstraction supplies the prior judgment about what is load-bearing; representation then mechanizes that judgment as a faithfulness-claiming mapping. Without the abstract selection in place, the representational mapping has no principle by which to choose what features its medium should carry."
   }
  ],
  "representational_modality": [
   {
    "child": "representational_modality",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Representational modality is a specialization of representation that focuses on the medium (visual, auditory, tactile) through which content is encoded.",
    "reason": "Representational modality is a specialization of representation. Specifically, it instantiates the target-to-medium mapping by fixing attention on which medium carries the encoding -- visual, auditory, tactile, olfactory, multimodal -- and on how the choice of medium reshapes what can be expressed, what is easily understood, and what actions become available. Like every representation, it commits to a faithfulness claim under stated conventions; modality is the subclass that varies the substrate while holding the represented system constant, exposing differential cognitive load and behavioral consequences."
   }
  ],
  "representational_structure_mismatch": [
   {
    "child": "representational_structure_mismatch",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Representational Structure Mismatch presupposes a representation whose target, medium, mapping, and purpose-relative faithfulness claim can be compared at the level of relations.",
    "reason": "Representational Structure Mismatch presupposes a representation whose target, medium, mapping, and purpose-relative faithfulness claim can be compared at the level of relations. Representation supplies the prerequisite condition: Model complex ideas. Representational Structure Mismatch operates against that background: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reproducibility_replicability": [
   {
    "child": "reproducibility_replicability",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reproducibility and replicability are a specialization of verification in which the conformance check is repeating the study to confirm the finding.",
    "reason": "Reproducibility and replicability are a kind of verification specialized to scientific findings: the object being checked is a reported result, the specification is the claim made about an effect, and the procedure is independent repetition \u2014 computational reproduction with the same data or replication with fresh data under similar conditions. They inherit verification's commitment to checking conformance against a stated criterion via a defined evidence-producing procedure, and supply the particular evidence-source \u2014 repeated independent execution \u2014 that constitutes valid checking in the scientific domain."
   }
  ],
  "reputation": [
   {
    "child": "reputation",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reputation is the specific shape feedback takes when an agent's prior conduct loops back through third parties to shape future treatment.",
    "reason": "Reputation is the specific shape feedback takes when the output is an agent's conduct and the return path runs across time and across observers. The agent's behavior at t feeds into a public record; that record shapes how third parties treat the agent at t+1, which feeds back into the agent's incentives for behavior at t+1. The loop closure feedback requires is realized through the information channel third parties maintain, and the present value of future reputation premiums disciplines current quality through the same input-from-prior-output structure feedback names."
   }
  ],
  "requisite_variety": [
   {
    "child": "requisite_variety",
    "parent": "adaptive_capacity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Requisite Variety presupposes Adaptive Capacity: matching disturbance variety draws on the regulator's reserve of internal states and response options.",
    "reason": "Requisite variety holds that a regulator must possess at least as much internal variety as the disturbances it absorbs. Sustaining that match across novel disturbances requires the regulator to draw on a reserve of latent states, flexibilities, and learning mechanisms it can reconfigure when current responses are exhausted. That reserve is exactly Adaptive Capacity. Requisite variety presupposes adaptive capacity because the variety requirement is unsatisfiable in changing environments without the reorganization reserve that adaptive capacity supplies."
   },
   {
    "child": "requisite_variety",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Requisite Variety is a kind of constraint: it imposes a binding lower bound on the regulator's variety relative to disturbance variety.",
    "reason": "Requisite variety states that only variety can absorb variety, formally V(R) >= V(D) / V(E), so any regulator failing the inequality cannot hold essential variables within bounds. The inequality functions as a binding restriction on admissible regulator designs: configurations below the threshold are not feasible candidates regardless of other merit. That is the defining structure of a constraint, here specialized to cybernetic regulation and the variety budget it demands."
   },
   {
    "child": "requisite_variety",
    "parent": "diversity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Requisite variety presupposes diversity because a regulator can only absorb disturbance variety if its response repertoire contains functionally distinct types.",
    "reason": "Requisite variety presupposes diversity because its core inequality, V(R) at least V(D)/V(E), requires that a regulator's available states be functionally distinct from one another so that each can absorb a different disturbance type. Diversity supplies the general notion of meaningful variation across elements where the variation has functional consequences; requisite variety is the cybernetic theorem that, without sufficient functional diversity in the controller's repertoire relative to the environment's disturbance repertoire, essential variables cannot be held within tolerance."
   }
  ],
  "researcher_degrees_of_freedom": [
   {
    "child": "researcher_degrees_of_freedom",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "RDF is a systematic, directional inferential error (false-positive inflation) produced by an un-audited comparison budget \u2014 a specialized inferential bias arising at the analysis/reporting stage, distinct from random noise.",
    "reason": "RDF is a systematic, directional inferential error (false-positive inflation) produced by an un-audited comparison budget \u2014 a specialized inferential bias arising at the analysis/reporting stage, distinct from random noise. is-a bias in the inference pipeline."
   }
  ],
  "reserve": [
   {
    "child": "reserve",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reserve is the framed or domain-specific realization of Mobilization; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the engineering_design frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Reserve adds the local frame and commitments expressed in its identity: Deliberately maintained surplus held beyond expected need so the system can absorb variation, uncertainty, or shock without failing. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "reserve",
    "parent": "economy_of_force",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The reserve is one named component of economy of force \u2014 the hedge against decisive-point misidentification.",
    "reason": "The reserve is one named component of economy of force \u2014 the hedge against decisive-point misidentification. 'reserve is one component of economy of force, not the prime.'. After the engineering_design frame is stripped away, the retained structural roles are those of Economy Of Force: Deliberate minimum-sufficient under-resourcing of non-decisive efforts so that mass can be concentrated at the decisive point. Reserve adds the local frame and commitments expressed in its identity: Deliberately maintained surplus held beyond expected need so the system can absorb variation, uncertainty, or shock without failing. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "reservoir_flux_network": [
   {
    "child": "reservoir_flux_network",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Reservoir-Flux Network presupposes a conservation law that closes internal transfers over its declared boundary.",
    "reason": "Without conservation closure, changes in named stocks need not equal internal inflows minus outflows plus explicit boundary exchange, and the structure is only a stock-and-flow graph. Conservation Laws supplies the invariant bookkeeping constraint; Reservoir-Flux Network adds multiple named reservoirs, directed fluxes, rate laws, and a boundary over which that constraint makes mass-balance reasoning auditable."
   }
  ],
  "residual_analysis": [
   {
    "child": "residual_analysis",
    "parent": "prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prediction errors are the observed-minus-predicted objects that residual analysis collects and examines for remaining structure.",
    "reason": "Remove the model-relative residuals and there is no leftover series on which to test trend, autocorrelation, heteroscedasticity, or other structure. Residual Analysis is the method that studies a collection of Prediction Errors against a noise specification; the individual error signals are constituents of that method."
   }
  ],
  "resilience": [
   {
    "child": "resilience",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a kind of homeostasis that maintains essential function under disturbance, either by returning to setpoint or reorganizing within a regime.",
    "reason": "Resilience is a specialization of homeostasis: it is the closed-loop self-regulation capacity to hold key variables (or regimes) within acceptable bounds against perturbations. It inherits homeostasis's sensor\u2013comparator\u2013actuator structure but generalizes the response repertoire beyond simple setpoint restoration to include regime maintenance under wider perturbations and adaptive reorganization. The engineering, ecological, and adaptive senses of resilience are progressively richer specifications of homeostatic regulation under increasingly demanding disturbance regimes."
   },
   {
    "child": "resilience",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a specialization of robustness in which the maintained function is reached by absorbing disturbance and recovering or adapting rather than only by graceful degradation.",
    "reason": "Resilience is a specialization of robustness in which the maintained function is achieved through absorption-and-recovery dynamics: returning to the prior state, remaining within a regime, or reorganizing to preserve essential function. It inherits the general robustness commitment of sustained adequate function across a wide envelope of perturbations and conditions, and specializes by emphasizing the time-extended response to disturbance: absorbing the hit, then returning, persisting, or transforming. Robustness names the static envelope; resilience names the dynamic trajectory back into it after a disturbance."
   },
   {
    "child": "resilience",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a specialization of adaptive capacity focused on absorbing disturbances and continuing essential function.",
    "reason": "Resilience is a specialization of adaptive capacity. Adaptive capacity is the reserve of latent resources, flexibilities, and slack determining how effectively a system can reorganize itself when disturbances exceed first-tier regulation. Resilience specializes this by focusing on the function-preserving aspect: absorbing disturbances and continuing to function, either by returning to prior state, remaining within a regime, or reorganizing while maintaining essential function. The general reorganization-reserve principle of adaptive capacity supplies the substrate; resilience names the particular outcome \u2014 sustained essential function under disturbance."
   }
  ],
  "resistance_to_change": [
   {
    "child": "resistance_to_change",
    "parent": "inertia",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resistance to change presupposes inertia because organizational and social resistance manifests the general structural pattern of trajectory-persistence requiring force to alter.",
    "reason": "Resistance to change is the tendency of human and organizational systems to defend their existing structures, processes, and identities against alteration, requiring active effort to overcome the forces reinforcing the current state. This is a particular case of the general inertia pattern: a system's default behavior is continuation of its current trajectory, with departure requiring force proportional to the change desired. Inertia supplies the structural commitment \u2014 trajectory-persistence-against-net-zero-force \u2014 that organizational resistance instantiates with human, social, and structural restraining forces as its specific mass."
   },
   {
    "child": "resistance_to_change",
    "parent": "equilibrium",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resistance to change is the specific shape equilibrium takes when driving forces toward alteration balance against restraining forces preserving the status quo.",
    "reason": "Resistance to change is the specific shape equilibrium takes in human and organizational systems when the balanced quantities are driving forces (toward change) and restraining forces (toward the status quo), and the balance is preserved against perturbations that propose alteration. It is a structurally-particularized instance of a balance condition holding against transformations, with the added commitment that the restraining forces are not mere inertia but active, often legitimate, psychological and social commitments \u2014 habits, identities, relationships, mental models \u2014 whose weight must be specifically weakened or counterbalanced for the equilibrium to shift."
   },
   {
    "child": "resistance_to_change",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resistance to change is the specific shape homeostasis takes when human and organizational systems regulate against alterations to their established state.",
    "reason": "Resistance to change is the specific shape homeostasis takes when the regulated variables are organizational routines, identities, processes, and mental models, and the corrective mechanism is the array of psychological and social forces that push back when those variables drift from their established settings. It is a structurally-particularized instance of closed-loop self-regulation maintaining a setpoint against disturbance, with the added commitment that the regulation is performed not by a dedicated physiological loop but by distributed human responses \u2014 habit, identity defense, coalition formation \u2014 that collectively sense deviation from how-we-do-things-here and act to restore it."
   }
  ],
  "resolution_matching": [
   {
    "child": "resolution_matching",
    "parent": "scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resolution Matching is scale specialized to the fit between a resolver's discrimination scale and the smallest distinction a task must preserve.",
    "reason": "Scale supplies the level of granularity at which a system observes, records, or acts. Resolution Matching specializes it by introducing a second, task-required scale and classifying the relation as under-resolution, sufficient fit, or costly over-resolution."
   }
  ],
  "resonance": [
   {
    "child": "resonance",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resonance presupposes Feedback: amplitude builds because energy returned through the system's own dynamics constructively reinforces the input.",
    "reason": "Resonance is the disproportionate amplification that occurs when driving forces match a system's natural frequencies, with the buildup arising because the system's prior oscillatory output returns in phase to constructively amplify subsequent input. That accumulation requires Feedback \u2014 output rerouted back to influence subsequent input \u2014 as the underlying structural arrangement. Without the loop, energy cannot accumulate selectively at the natural frequency, so resonance presupposes feedback as the substrate on which frequency-selective amplification rides."
   },
   {
    "child": "resonance",
    "parent": "temporal_synchronization_and_phase_alignment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resonance is a specialization of temporal synchronization and phase alignment in which constructive amplification occurs when driver phase matches a natural frequency.",
    "reason": "Resonance is a specialization of temporal synchronization and phase alignment in which the phase relationship at issue is between an external driver and a system's natural frequency. It inherits the general phase-alignment commitment that aligned phases produce constructive coherence and amplification while misaligned phases cancel, and specializes by fixing one party to a system with a frequency-peaked response function and showing that energy accumulates efficiently exactly when the driving phase tracks the natural-frequency phase, with amplitude limited only by damping."
   },
   {
    "child": "resonance",
    "parent": "amplification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resonance is a specialization of amplification in which the gain is frequency-selective and powered by stored oscillatory energy at a matched natural frequency.",
    "reason": "Resonance is a specialization of amplification in which the gain mechanism is the cumulative storage of energy in a system driven near one of its natural frequencies. It inherits the general amplification commitment that an input controls a much larger output drawing on a separate energy source, and specializes by making the response frequency-dependent, peaked at the natural frequencies, and limited by damping. The amplifying \"power supply\" is the system's own oscillatory storage, and gain can become arbitrarily large as damping vanishes."
   }
  ],
  "resource_management": [
   {
    "child": "resource_management",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resource management presupposes allocation because acquiring, provisioning, and reclaiming finite resources requires assigning supply across competing demands.",
    "reason": "Resource management is the operational discipline of handling the full lifecycle of finite resources \u2014 acquisition, provisioning, monitoring, reclamation \u2014 and at its heart sits the moment of assigning supply across competing consumers. Without allocation's machinery of assigning limited supply to competing claims under feasibility constraints, the management discipline would have no central act to coordinate around: scarcity would not translate into a distribution decision, and competing demands could not be served from a common pool."
   }
  ],
  "response_vs_propagation_race": [
   {
    "child": "response_vs_propagation_race",
    "parent": "propagation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Propagation is one of the two processes in the race; this prime is the COMPARISON of propagation against a containing response, with a threshold at the crossover.",
    "reason": "Propagation is one of the two processes in the race; this prime is the COMPARISON of propagation against a containing response, with a threshold at the crossover. Presupposes propagation as one term. Propagation supplies the prerequisite condition: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Response-vs-Propagation Race operates against that background: Containment wins or loses by timescale comparison. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "responsibility_attribution": [
   {
    "child": "responsibility_attribution",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Responsibility attribution is the specific shape causality takes when the directed assignment runs from outcome back to agents under normative gating.",
    "reason": "Responsibility attribution is the specific shape causality takes when the cause-effect relation is read backward for the purpose of apportioning credit or blame to agents. The causal apparatus -- antecedent, consequent, productive connection, modal robustness -- supplies the input: the counterfactual-dependence test asks whether the outcome would have differed had the agent acted otherwise. Attribution adds normative gates (control, foresight, fault) that select which of the causal contributors bear responsibility, transforming bare causal facts into a directed assignment from effects to morally answerable sources."
   }
  ],
  "retention_under_removal_uncertainty": [
   {
    "child": "retention_under_removal_uncertainty",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The retention dynamic depends on uncertainty about an element's hidden function or the consequences of removing it.",
    "reason": "The retention dynamic depends on uncertainty about an element's hidden function or the consequences of removing it. Uncertainty supplies the prerequisite condition: Incomplete knowledge. Retention Under Removal Uncertainty operates against that background: A durable system accumulates obsolete-but-not-removable elements because each removal decision faces an asymmetric cost that loses individually and wins only in the integral. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "retired_term": [
   {
    "child": "retired_term",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A specific design pattern within maintenance for handling labels that must change (sunset of new use and read-back guarantee and migration signal).",
    "reason": "A specific design pattern within maintenance for handling labels that must change (sunset of new use and read-back guarantee and migration signal). A specialization of the general keep-a-system-in-working-order activity, scoped to naming systems. Maintenance supplies the genus: Sustained preventive work that keeps a system's intended function intact against inevitable degradation, acting ahead of failure rather than repairing after it. Retired Term preserves that general structure while adding its differentia: A label withdrawn from new use but kept resolvable for existing references, with its retired status and successor publicly marked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "return_path": [
   {
    "child": "return_path",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reversibility is the PROPERTY (can a change be undone in principle); return_path is the separately-designed INFRASTRUCTURE that makes reversal operationally available.",
    "reason": "Reversibility is the PROPERTY (can a change be undone in principle); return_path is the separately-designed INFRASTRUCTURE that makes reversal operationally available. The infrastructure presupposes the property \u2014 a system reversible in principle may have no return path in practice. Reversibility and Irreversibility supplies the prerequisite condition: Actions or transitions may or may not be undone or reverted. Return Path operates against that background: Every forward-flow pipeline serving goal-directed users requires a separately-designed backward channel whose optimisation criteria invert the forward channel's. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "revealed_preference": [
   {
    "child": "revealed_preference",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Is emphatic: 'Revealed preference is an INFERENCE METHOD...",
    "reason": "Is emphatic: 'Revealed preference is an INFERENCE METHOD... RIDING ON the deeper notion preference. The recovered ranking is what one estimation procedure produced under its axioms, not the agent's valuation as such.' It presupposes preference (the latent valuation it recovers). Preference supplies the prerequisite condition: Agent's ordering over a choice set on some evaluative dimension. Revealed Preference operates against that background: Infer latent value from observed choices rather than stated reports. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reverse_engineering": [
   {
    "child": "reverse_engineering",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Decomposition is an internal operation in reverse engineering, separating an existing system into components and relations before its design logic is reconstructed.",
    "reason": "Reverse engineering works backward from an existing artifact or observable system to recover its components, interfaces, operational logic, and design rationale. Decomposition is an internal operation within that larger process: the analyst separates the whole into independently examinable parts and maps their relations before using abductive inference and validation to reconstruct how and why the system works. Decomposition is therefore necessary internal machinery, but it does not exhaust reverse engineering's inference, documentation, or validation commitments."
   },
   {
    "child": "reverse_engineering",
    "parent": "abductive_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reverse engineering is the specific shape abductive reasoning takes when inferring design intent backward from an observed artifact.",
    "reason": "Abductive reasoning is inference to the best explanation: starting from an observation, the reasoner posits the hypothesis that, if true, would best account for it. Reverse engineering is the particular shape this move takes in engineering and analysis: starting from an assembled product or executing system, the reasoner infers the underlying design intent, component relationships, and architectural choices that best explain the observed form and behavior. It is a structurally-particularized instance of ampliative inference whose target hypothesis is design intent and whose evidence base is observable final form."
   }
  ],
  "reversibility_horizon": [
   {
    "child": "reversibility_horizon",
    "parent": "reversibility_and_irreversibility",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reversibility horizon is the specific shape reversibility takes when reversal cost rises over time, converting a reversible decision into an effectively irreversible one.",
    "reason": "Reversibility horizon is the temporal-threshold particularization of the reversibility-versus-irreversibility dimension: it names the moment in a decision's timeline at which the cost of reversal crosses the cost of committing forward. Where the parent prime treats reversibility as a structural property of actions, the horizon adds the time dimension along which that property degrades, so that an action which was reversible early becomes effectively irreversible later as sunk costs, ecosystem dependencies, and lock-in accumulate."
   },
   {
    "child": "reversibility_horizon",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reversibility horizon presupposes path dependence because the rising reversal cost over time is the mechanism by which prior decisions lock in future options.",
    "reason": "Reversibility horizon requires that the costs of reversing a decision accumulate as a function of the historical trajectory \u2014 sunk investments, ecosystem dependencies, downstream commitments \u2014 which is precisely the path-dependence mechanism. Without the prior commitment that current options are constrained by the specific sequence of past choices rather than by present conditions alone, there would be no rising reversal cost to define a horizon, and the closing of the window would have no causal substrate."
   }
  ],
  "revisionism": [
   {
    "child": "revisionism",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Revisionism is a specialization of interpretation in which an existing interpretive consensus is treated as provisional and tested against new inputs.",
    "reason": "Revisionism is a kind of interpretation specialized by its stance toward existing consensus readings: the prior interpretation is explicitly held as provisional, and new evidence, perspectives, or theoretical lenses are brought into contact with it to test, partly revise, or replace it. It inherits interpretation's commitment to recovering meaning from a representational substrate within a framework that constrains available readings, and supplies the specific case where the framework itself is held corrigible by design and successor interpretations are themselves offered as further open to revision."
   },
   {
    "child": "revisionism",
    "parent": "refinement",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Revisionism is the specific shape refinement takes when an interpretive consensus is treated as provisional and incrementally revised against new evidence.",
    "reason": "Refinement is the iterative process of progressively improving the precision or fitness of a candidate through cycles of evaluation and adjustment, starting from an initial approximation rather than first principles. Revisionism is the particular shape this pattern takes in interpretive disciplines: an existing consensus is treated as the current approximation, new evidence or perspectives are brought to bear, and the consensus is partially revised and offered for further revision. A structurally-particularized instance of refinement whose specific medium is interpretive consensus and whose feedback signal is new evidence or perspective."
   }
  ],
  "revocation_closure": [
   {
    "child": "revocation_closure",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Revocation Closure presupposes Authority because some recognized issuer must have standing to create and later invalidate the grant.",
    "reason": "Without a recognized right to issue a binding grant or status, there is no authoritative withdrawal whose reach can be evaluated; raw causal interruption is not revocation."
   },
   {
    "child": "revocation_closure",
    "parent": "coverage_reachability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Complete reachability over the grant's actual live effect set is a strict constituent of Revocation Closure.",
    "reason": "The property fails if even one active manifestation or derivative lies beyond every revocation pathway, so the required target set must be covered by the issuer's invalidation mechanisms."
   },
   {
    "child": "revocation_closure",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A finite revocation horizon is a strict constituent because eventual withdrawal with no upper time bound does not provide operational closure.",
    "reason": "Revocation Closure claims not merely that all effects may someday end but that every active effect becomes invalid within a declared finite interval; Boundedness supplies that deadline property."
   }
  ],
  "reward_prediction_error": [
   {
    "child": "reward_prediction_error",
    "parent": "prediction_error",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reward prediction error is prediction error specialized to reward or value predictions and value-policy updating.",
    "reason": "Both compute a signed operational residual between a prediction and a realized observation. Reward Prediction Error fixes the predicted quantity to reward, return, or value and fixes the main consumer to a value estimate, policy, or reward-linked association. Generic forecast, sensor, and reconstruction residuals remain instances of Prediction Error without becoming reward errors."
   }
  ],
  "rhetorical_velocity": [
   {
    "child": "rhetorical_velocity",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rhetorical Velocity presupposes Modularity, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Modularity supplies the prerequisite condition: Breaks systems into smaller units. Rhetorical Velocity operates against that background: Compose an artefact in anticipation of how others will cut, remix, and forward its fragments. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "rhythm": [
   {
    "child": "rhythm",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rhythm is a specialization of recurrence that organizes repeated events into accented hierarchical patterns generating expectation.",
    "reason": "Rhythm is a specialization of recurrence. Specifically, it instantiates the pattern-reappearance-across-time structure with the additional commitment that the repetitions are organized into accented groups laid over a recurring frame, so that each event is heard as strong or weak, on-time or displaced, against the established expectation. Like other recurrences, it has identifiable spacing and triggers; rhythm is the subclass where the repetition becomes a parsing structure for time, with information carried in how stresses confirm or violate the recurrent template."
   }
  ],
  "rights_vs_freedoms": [
   {
    "child": "rights_vs_freedoms",
    "parent": "normativity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rights vs. freedoms is a kind of normative framework that distinguishes claim-entitlements from constraint-absences within the ought-side of a domain.",
    "reason": "Rights vs. freedoms is a specialization of normativity: both rights (enforceable claims producing correlative duties) and freedoms (absences of constraint) are normative entitlements held to be required, permissible, or protected relative to a standard. It inherits normativity's commitment to the ought-side \u2014 evaluation, criticism, and guidance against a norm \u2014 and particularizes it by drawing the structural distinction between active claim-entitlements with duty-bearers and passive absences of interference. Both halves are normative-statement types, not descriptive ones."
   },
   {
    "child": "rights_vs_freedoms",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rights vs. freedoms presupposes authority because enforceable claims and protected liberties require a legitimate power to recognize and uphold them.",
    "reason": "The distinction between rights and freedoms structures normative entitlements as claim-entitlements against duty-bearers versus absences of constraint. Both halves require an authority structure: rights need a legitimate power that recognizes claims and binds duty-bearers; freedoms need a power that refrains from constraining and protects against constraint. Authority supplies the recognized capacity to create binding obligations and to underwrite the institutional infrastructure of courts and enforcement. Without an authority structure, rights have no duty-bearer and freedoms have no protector \u2014 both collapse to mere assertions."
   }
  ],
  "risk": [
   {
    "child": "risk",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk presupposes probability because risk requires an assignable distribution over outcomes that turns mere unknowing into something measurable.",
    "reason": "Risk is defined as exposure to a quantifiable distribution of possible outcomes that includes adverse ones, the Knightian distinction from sheer uncertainty. The defining condition is that probabilities are assignable to outcomes, so that expectation, variance, and decision rules can operate. Probability supplies exactly that apparatus: the calibrated numerical quantification of uncertainty obeying coherence laws over a sample space. Without a probability assignment, the unknown remains uncertainty rather than risk, so risk presupposes probability as the measurement substrate on which its second valuation component then operates."
   },
   {
    "child": "risk",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk is a specialization of uncertainty; it is the case where the unknown distribution has been quantified and attached to stakes.",
    "reason": "Uncertainty is the structural condition of incomplete or contested knowledge about a system's state, future, or governing rules. Risk is the specific case where the unknown has been rendered measurable \u2014 a probability distribution can be assigned over outcomes \u2014 and where some outcomes are valued as harmful. It inherits uncertainty's incomplete-knowledge structure and adds two specifications: quantifiability and stakes. This is the Knightian fork: where probabilities are assignable, uncertainty hardens into risk. A specialization of uncertainty keyed to measurability plus adverse-outcome valuation."
   }
  ],
  "risk_aversion": [
   {
    "child": "risk_aversion",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes preference because preferring a sure outcome to an uncertain prospect of equal expectation is a property of the preference ordering.",
    "reason": "Risk aversion presupposes preference because the property of preferring a sure outcome to an uncertain prospect of equal expected value is a feature of the agent's preference ordering \u2014 specifically the concavity of the utility function representing those preferences over risky prospects. Without preference as the underlying ordering on the choice set, there is no ranking to exhibit the certainty-over-gamble bias, no concavity to measure, and no risk premium to quantify. Preference supplies the ordering primitive; risk aversion is the curvature feature that ordering displays under uncertainty."
   },
   {
    "child": "risk_aversion",
    "parent": "expected_utility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes expected utility because the certainty-over-gamble preference is formally defined as concavity of the expected-utility value function.",
    "reason": "Risk aversion presupposes expected utility because the property of preferring a sure outcome to an uncertain prospect of equal expected value is formally captured as concavity of the utility function inside the expected-utility integral. The Arrow-Pratt measures of risk aversion are derivatives of the utility function whose probability-weighted aggregation defines expected utility. Without expected utility's probability-weighted-aggregation machinery, there is no formal way to compare a gamble's certainty-equivalent against its expected value, and no quantitative apparatus for the risk premium that risk aversion describes."
   },
   {
    "child": "risk_aversion",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes risk because the preference for sure outcomes over equal-expected-value gambles requires a measurable risk to be averse to.",
    "reason": "Risk aversion is the property of preferences that makes an agent prefer the certain wealth E[W] to the random wealth W for non-degenerate gambles, expressed via a concave utility function. The preference only has content when a quantifiable distribution of outcomes is in place \u2014 without a probability assignment over harmful possibilities, there is no gamble to be averse to. Risk supplies exactly this: uncertainty rendered measurable and attached to stakes. Risk aversion is then the agent-side preference shape that operates on that measured object, so it presupposes risk."
   }
  ],
  "risk_migration": [
   {
    "child": "risk_migration",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk migration operates on a pre-existing hazard exposure \u2014 it relocates a conserved generative pressure across a boundary.",
    "reason": "Risk migration operates on a pre-existing hazard exposure \u2014 it relocates a conserved generative pressure across a boundary. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Risk Migration operates against that background: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "risk_migration",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Loosely a constrained kind of spread (a hazard re-emerges along a return path), but the dossier argues propagation does not prevail \u2014 migration adds conservation and drawn-boundary relocation and measurement asymmetry that propagation lacks.",
    "reason": "Loosely a constrained kind of spread (a hazard re-emerges along a return path), but the dossier argues propagation does not prevail \u2014 migration adds conservation and drawn-boundary relocation and measurement asymmetry that propagation lacks. Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Risk Migration preserves that general structure while adding its differentia: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "risk_pooling": [
   {
    "child": "risk_pooling",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk pooling presupposes risk because aggregating exposures to shrink relative variance only operates when there are measurable risks to pool.",
    "reason": "Risk pooling aggregates many independently-uncertain or weakly-correlated exposures so the variance of the pooled outcome shrinks below the sum of individual variances. The whole construction requires risks in place as quantified objects \u2014 without a probability assignment over adverse outcomes for each participant, there is nothing whose variance can be aggregated and the law-of-large-numbers shrinkage has nothing to operate on. Risk supplies exactly the measurable-distribution-with-stakes object; pooling is one of the principal operations defined on that object, presupposing it as input."
   },
   {
    "child": "risk_pooling",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk pooling is the specific shape aggregation takes when independently uncertain exposures are combined so that the variance of the pooled outcome shrinks.",
    "reason": "Risk pooling is the variance-shrinking particularization of aggregation: many uncertain exposures are collapsed into a single pooled outcome whose statistical properties are governed by the law of large numbers. Where aggregation names the deliberate loss of granular detail to retain chosen features generally, risk pooling specifies that the features being retained are mean exposures while the suppressed detail is idiosyncratic individual variance \u2014 a particular choice of what to aggregate over and what summary statistic is operative."
   },
   {
    "child": "risk_pooling",
    "parent": "risk_transfer",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pooling is one mechanism by which a counterparty can bear the transfer cheaply (not required \u2014 a deep-pocketed indemnitor pools nothing).",
    "reason": "Pooling is one mechanism by which a counterparty can bear the transfer cheaply (not required \u2014 a deep-pocketed indemnitor pools nothing). After the economics_finance frame is stripped away, the retained structural roles are those of Risk Transfer: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. Risk Pooling adds the local frame and commitments expressed in its identity: Aggregating many independent or weakly correlated exposures so that the variance of the pooled outcome shrinks below the sum of individual variances, letting participants share a more predictable collective risk. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "risk_return_tradeoff": [
   {
    "child": "risk_return_tradeoff",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk-return tradeoff presupposes risk because the proposition that returns rise with risk only makes sense once outcomes form a measurable distribution.",
    "reason": "The risk-return tradeoff is the proposition that higher expected returns are systematically associated with higher risk exposure across financial decisions under uncertainty. The relation is only coherent when risk is already in place as a measurable quantity \u2014 variance, downside exposure, systematic-factor loading \u2014 that can be traded against expected return. Risk supplies the quantifiable distribution of outcomes with adverse ones marked as harmful; the tradeoff then operates on that distribution as the axis against which returns are priced. Without risk as a measured object, no tradeoff relation can be stated."
   },
   {
    "child": "risk_return_tradeoff",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk-return tradeoff is a specialization of trade-offs; it is the financial case where expected return improves only by accepting more risk.",
    "reason": "Trade-offs is the general structural situation in which improving one valued dimension requires worsening another within a feasible set. Risk-return tradeoff is the specific case in finance and investment where the two valued dimensions are expected return and risk exposure (variance, downside, systematic-factor loading), and the feasible set is the efficient frontier on which higher expected returns can only be obtained by accepting higher risk. It inherits the multi-dimensional-coupling structure of trade-offs and adds the specific dimensions and feasible set that define investment choice."
   }
  ],
  "risk_transfer": [
   {
    "child": "risk_transfer",
    "parent": "exchange",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk transfer is a SPECIALIZED exchange \u2014 what changes hands is an adverse-outcome distribution against a price, with three sustainability conditions (alignment, symmetry, solvency) generic exchange lacks.",
    "reason": "Risk transfer is a SPECIALIZED exchange \u2014 what changes hands is an adverse-outcome distribution against a price, with three sustainability conditions (alignment, symmetry, solvency) generic exchange lacks. Exchange supplies the genus: Reciprocal transfer between parties under mutual commitment, with each side's movement keyed to the other's. Risk Transfer preserves that general structure while adding its differentia: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "risk_transfer",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Operates on a pre-existing risk exposure; presupposes risk.",
    "reason": "Operates on a pre-existing risk exposure; presupposes risk. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Risk Transfer operates against that background: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "ritual": [
   {
    "child": "ritual",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a kind of recurrence in which symbolic performative actions reappear at predictable intervals or in response to identifiable triggers.",
    "reason": "Ritual is a specialization of recurrence: rule-governed performative activity that reappears across time on prescribed occasions, with the periodicity and triggers being constitutive of the practice rather than incidental. It inherits recurrence's structural property that a pattern or event reappears with predictable spacing or trigger-response structure, particularized to symbolically-charged human performance. The transformative and traditional dimensions of ritual rest on the recurrence pattern: efficacy accumulates only because the form is repeated."
   },
   {
    "child": "ritual",
    "parent": "social_norms",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a kind of social norm in which the prescribed pattern of behavior is enforced by community expectation and sanction.",
    "reason": "Ritual is a specialization of social norms: rule-governed prescribed behavior whose violation invites disapproval, correction, or exclusion, sustained jointly by internalization and enforcement within a community. It inherits the structural commitments of social norms \u2014 shared expectation, deviation-sanction, distributed knowledge, mutual reinforcement \u2014 particularized to the symbolic-performative case where the prescribed action is meaningful in itself. The formal repetition and tradition of ritual is precisely the norm-content and norm-enforcement pattern applied to symbolic acts."
   },
   {
    "child": "ritual",
    "parent": "performativity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a specialization of performativity that uses prescribed repetitive action to bring about transformations of social or sacred state.",
    "reason": "Ritual is a specialization of performativity. Specifically, it instantiates the constitutive-rather-than-descriptive pattern in the rule-governed-and-symbolically-charged subclass: prescribed sequences performed under correct conditions transform participants' standing (marriage, ordination, mourning, naming) rather than reporting an antecedent fact. Like other performatives, ritual efficacy is felicity-rather-than-truth and depends on appropriate setting, authority, and form; ritual is the subclass anchored by repetition, symbolic structure, and tradition that makes the performative act a recurrent communal institution."
   }
  ],
  "rock_cycle": [
   {
    "child": "rock_cycle",
    "parent": "cycle",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The rock-cycle pattern contains at least one closed transformation path through which the persisting substance can return to a prior phase-state.",
    "reason": "Remove all closed paths from the rate graph and matter can only progress into terminal sinks; return, bidirectionality, and cycling among legitimate phases disappear. Cycle supplies an internal constituent: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. Rock Cycle requires that role within this mechanism: The same persisting substance moves among a small set of distinct phase-states via named transformations, its identity preserved through phase change while its properties change qualitatively in each phase. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "rock_paper_scissors": [
   {
    "child": "rock_paper_scissors",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Competition imposes no constraint on the beats-graph topology and can be transitive (a pecking order); rock_paper_scissors is 'the specific subcase where the beats-relation closes into a directed cycle.' A specialization of competition by relation-topology.",
    "reason": "Competition imposes no constraint on the beats-graph topology and can be transitive (a pecking order); rock_paper_scissors is 'the specific subcase where the beats-relation closes into a directed cycle.' A specialization of competition by relation-topology. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Rock-Paper-Scissors (Intransitive Cyclic Dominance) preserves that general structure while adding its differentia: A beats-relation that closes into a cycle rather than a ranking, so no option dominates and the system is governed by rotation and coexistence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "role": [
   {
    "child": "role",
    "parent": "potential_occupancy_region",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Role is typically a specialization of Site, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Site supplies the genus: A persistent, addressable position whose identity is given by its capacity to host or contain entities, surviving the turnover of whatever occupies it. Role preserves that general structure while adding its differentia: A bundle of expected behaviours attached to a social position. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "role_conflict": [
   {
    "child": "role_conflict",
    "parent": "role",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Role conflict presupposes role because incompatible expectation-sets can only collide once positions carry bundles of expectations independent of their occupant.",
    "reason": "Role conflict is the strain produced when one person simultaneously occupies multiple positions whose embedded expectations cannot all be satisfied. The conflict only arises because each position carries a bundle of behaviors, rights, and obligations attached to the slot rather than to the person \u2014 exactly the structural decoupling that defines role. Without slot-bound expectation-sets, simultaneous incumbency would not generate incompatible demands; the conflict is parasitic on the very position-incumbent separation that makes roles a recurring social device."
   }
  ],
  "role_fluidity": [
   {
    "child": "role_fluidity",
    "parent": "role",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Role fluidity presupposes Role because it changes the mapping between persistent occupants and position-defined functional expectations.",
    "reason": "Fluidity is not generic behavioral variety. The relevant alternatives must be occupant-independent functional positions with distinguishable expectations, and the same occupant must be able to enter more than one of them. Role supplies those persistent slots."
   }
  ],
  "rule_of_law": [
   {
    "child": "rule_of_law",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rule of law presupposes reflexivity because the rule-making power must itself be bound by the rules it generates.",
    "reason": "Rule of law commits to no element being exempt from the system's governing rules, including the element that generates or enforces them. This self-binding is precisely the reflexive loop in which a system's own outputs become inputs that shape its behaviour: the law-making apparatus is folded back into the law-governed domain. Without the reflexive arrangement that lets a rule-generating element be inside its own scope rather than above it, the supremacy and equality clauses Dicey crystallized cannot operate; the doctrine collapses into mere positive rule-issuance from an unbounded sovereign."
   },
   {
    "child": "rule_of_law",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rule of law is the specific shape symmetry takes when the transformation group is permutation of legal subjects and the invariant is rule-treatment.",
    "reason": "Rule of law is the specific shape symmetry takes when the system is a legal order and the transformation group is permutation across legal subjects (and the rule-maker themselves). The defining commitment that the same rule yields the same treatment independent of identity, rank, or power is exactly invariance under the swap-of-persons transformation -- the symmetry of equal application. The reflexive self-binding of rule-generating elements extends the symmetry to include the legislator and enforcer within the same group, making the order symmetric under the broadest permutation of legal agents. After the law_governance frame is stripped away, the retained structural roles are those of Symmetry: Invariance under transformation. Rule of Law adds the local frame and commitments expressed in its identity: No element of a system is exempt from its governing rules, including the element that generates or enforces them. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "rule_of_least_power": [
   {
    "child": "rule_of_least_power",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Rule_of_least_power 'prescribes WHICH constraints to prefer (those that bound expressiveness)' \u2014 a design discipline of choosing the most constrained mechanism sufficient for function.",
    "reason": "Rule_of_least_power 'prescribes WHICH constraints to prefer (those that bound expressiveness)' \u2014 a design discipline of choosing the most constrained mechanism sufficient for function. Presupposes constraint as its object. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Rule of Least Power (Minimum Sufficient Capability) operates against that background: Choose the least expressive mechanism that still solves the problem, because unused capability is structural debt that weakens analyzability and safety. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "rules_of_engagement": [
   {
    "child": "rules_of_engagement",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "ROE is a specialized delegation: the principal delegates the pre-decided boundary conditions within which the operator decides freely.",
    "reason": "Rules of engagement specialize delegation by pre-committing the permitted decision space, authorizing autonomous action inside it, and auditing boundary-respect rather than prescribing each decision. Delegation of Authority supplies the genus: Assign responsibility. Rules Of Engagement preserves that general structure while adding its differentia: Pre-committed conditional permissions that let an operator act autonomously inside a bounded space. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "rules_of_engagement",
    "parent": "authority_delegation_under_uncertainty",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Pre-positioned authority and its escalation edge are constituents of a rules-of-engagement structure.",
    "reason": "Rules of engagement contain a bounded grant of authority for unforeseeable, time-pressured cases plus an escalation path at the permission boundary; this is Authority Delegation Under Uncertainty operating as one constituent of the larger rule."
   }
  ],
  "sacred": [
   {
    "child": "sacred",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The sacred is the specific shape boundary takes when what is demarcated is set radically apart from the profane and protected by prohibition.",
    "reason": "The sacred is the specific shape boundary takes when the demarcation runs between an inviolable category and the ordinary, with crossings governed by prohibition rather than permission. The boundary components map directly: the bounded entity is the sacred object, place, or practice; the demarcation criterion is collective conferral of set-apart status; permeability is regulated by ritual purification and taboo; and crossings unauthorized by ritual incur contamination rather than ordinary disapproval. The sacred-profane binary is boundary maintenance charged with ultimate symbolic weight."
   }
  ],
  "sacrifice_periphery_to_defend_core": [
   {
    "child": "sacrifice_periphery_to_defend_core",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sacrificing the periphery presupposes a binding resource shortage that prevents defending core and periphery together.",
    "reason": "The strategy becomes necessary only when the available defensive resource cannot cover every contested position; absent scarcity, deliberately yielding the periphery supplies no structural advantage."
   }
  ],
  "saddle_point": [
   {
    "child": "saddle_point",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'It is an equilibrium of a specific INDEFINITE kind; calling it stable or unstable without naming the directions discards exactly the saddle structure.' A saddle is the mixed-sign-geometry specialization of equilibrium.",
    "reason": "'It is an equilibrium of a specific INDEFINITE kind; calling it stable or unstable without naming the directions discards exactly the saddle structure.' A saddle is the mixed-sign-geometry specialization of equilibrium. Equilibrium supplies the genus: Balanced state. Saddle Point preserves that general structure while adding its differentia: An equilibrium stable in some directions and unstable in others. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "salience": [
   {
    "child": "salience",
    "parent": "contrast",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Salience is a local-contrast-against-surround computation (signal against background) applied to capture processing capacity \u2014 a specialization of contrast.",
    "reason": "Salience is a local-contrast-against-surround computation (signal against background) applied to capture processing capacity \u2014 a specialization of contrast. Contrast supplies the genus: Emphasized difference. Salience preserves that general structure while adding its differentia: A bottom-up, relational score by which items stand out from their surround before deliberate attention is allocated. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "sampling_representativeness": [
   {
    "child": "sampling_representativeness",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness presupposes probability because design-based inference rests on each unit having a known, non-zero selection probability.",
    "reason": "Sampling representativeness presupposes probability because its calibrated inference from sample to population rests on every unit having a specified non-zero selection probability \u2014 a probabilistic assignment obeying the coherence rules. It inherits probability's apparatus \u2014 sample space, events, numerical assignment in [0,1] \u2014 to construct the selection mechanism that licenses design-based inference. Without probability's framework, \"representative\" collapses to untestable assumptions about resemblance rather than a calibrated inference apparatus."
   },
   {
    "child": "sampling_representativeness",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness is a kind of bias control that prevents systematic displacement of estimates away from population parameters.",
    "reason": "Sampling representativeness is a specialization of bias reasoning: it names the principle that prevents the persistent, sign-having displacement of sample estimates from population parameters. It inherits bias's structural definition \u2014 systematic offset between an estimating procedure's expected output and the quantity it should recover \u2014 and particularizes it to the selection-mechanism case where non-probability sampling introduces a recoverable-but-non-vanishing bias. Probability sampling is precisely the bias-elimination procedure for the selection step."
   },
   {
    "child": "sampling_representativeness",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness is the specific shape experimental design takes when inference from observed units must generalize to a defined target population.",
    "reason": "Sampling representativeness is the particular form experimental design takes when the inferential target is a defined population from which units are drawn. The principle requires that every unit have a specified non-zero selection probability, permitting design-based inference without untestable assumptions about how sampled units mirror unsampled ones. The general architecture of principled-comparison-and-inference is specialized here to the population-generalization problem, with probability sampling as the specific mechanism that calibrates sample statistics to population parameters."
   }
  ],
  "sanctuary_effect": [
   {
    "child": "sanctuary_effect",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The sanctuary effect is a specialized competition/contest geometry: rivalry on a NON-uniform field of control with a regenerative base the controller cannot reach.",
    "reason": "The sanctuary effect is a specialized competition/contest geometry: rivalry on a NON-uniform field of control with a regenerative base the controller cannot reach. is a specialization of a contest where the geometry (not the rivalry) is the prime. contrasts it with bare competition as adding the non-uniform-field ingredient. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Sanctuary Effect preserves that general structure while adding its differentia: An adversary persists indefinitely because it regenerates inside a low-contestation zone the controller cannot reach, so suppression-only effort yields a positive steady state rather than elimination. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "sandboxing": [
   {
    "child": "sandboxing",
    "parent": "containment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sandboxing is 'sharper than mere isolation or containment' \u2014 it is containment PLUS the deliberate intent to EXERCISE the candidate under observation with a graduation rule.",
    "reason": "Sandboxing is 'sharper than mere isolation or containment' \u2014 it is containment PLUS the deliberate intent to EXERCISE the candidate under observation with a graduation rule. Containment is bound-without-exercise; the sandbox adds exercise+observability+non-promotion, a specialization of containment. Containment supplies the genus: Holding a hazard, process, or agent within a deliberately maintained perimeter to prevent its spread or uncontrolled interaction with the surroundings. Sandboxing preserves that general structure while adding its differentia: Exercise an untrusted candidate inside a bounded, observable enclosure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "satisficing": [
   {
    "child": "satisficing",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Satisficing is a specialization of heuristic; it is the rule of accepting the first option that meets an aspiration level rather than searching exhaustively.",
    "reason": "A heuristic is a simplified rule that yields a good-enough solution much faster than exhaustive analysis, at the cost of accuracy in some cases. Satisficing is one such rule: set an aspiration level, search options sequentially, and stop at the first that meets the threshold. It inherits the heuristic's favorable speed-accuracy trade-off and its ecological-fit justification, and adds the specific machinery of aspiration thresholds and sequential search with stopping. A specialization of heuristic keyed to acceptance-by-threshold rather than ranking-by-quality."
   },
   {
    "child": "satisficing",
    "parent": "bounded_rationality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Satisficing presupposes bounded rationality because stopping at good-enough only makes sense for agents who cannot afford exhaustive optimization.",
    "reason": "Satisficing accepts the first option that meets an aspiration level rather than searching the whole choice set for the global best. The strategy only makes sense when exhaustive optimization is not feasible \u2014 when information, computation, or time is binding. Bounded rationality supplies exactly that condition: real decision-makers operate under such limits and therefore search locally rather than globally. Satisficing is one of the canonical local-search rules that bounded agents employ; it presupposes the bounded-rationality diagnosis of the agent's situation as the reason aspiration-based stopping is rational at all."
   }
  ],
  "scaffolding": [
   {
    "child": "scaffolding",
    "parent": "zone_of_proximal_development_zpd",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scaffolding presupposes the zone of proximal development because the temporary supports are calibrated precisely to that productive gap.",
    "reason": "Scaffolding presupposes the zone of proximal development because its operational logic \u2014 providing temporary supports that enable tasks just beyond independent capability, then progressively withdrawing them \u2014 only makes sense in the ZPD-defined gap between actual and potential developmental levels. It inherits the ZPD's commitment that calibrated social mediation converts potential capability into internalized competence, and operationalizes the mediation as the modeling, prompting, and partial-solution moves that traverse the zone."
   },
   {
    "child": "scaffolding",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scaffolding is a specific pedagogy that supplies temporary, calibrated supports for tasks beyond independent capability, then withdraws them as competence grows.",
    "reason": "Scaffolding is a specialization of pedagogy whose distinctive move is providing temporary, calibrated supports that enable a learner to accomplish tasks just beyond independent capability, then progressively withdrawing those supports as the skill is internalized. It inherits pedagogy's commitment to deliberate, calibrated structuring of the learner's encounter with content to cause durable capability change, and adds the specific architecture of an installed-then-removed support \u2014 modeling, prompts, partial solutions \u2014 engineered for its own obsolescence as the learner takes over the work."
   },
   {
    "child": "scaffolding",
    "parent": "cognitive_offloading",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Scaffolding is typically Cognitive Offloading specialized to temporary external support that is deliberately withdrawn as capability grows.",
    "reason": "Scaffolding commonly places task structure, prompts, partial solutions, or guidance outside the learner so performance can exceed unaided capability. It specializes that offloading pattern with a lifecycle commitment: the external support is temporary, calibrated to performance, and designed to be withdrawn. The qualifier is typical because motivational, emotional, or purely social scaffolds need not offload a cognitive operation."
   },
   {
    "child": "scaffolding",
    "parent": "fading",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Scaffolding contains Fading as the internal withdrawal phase that tapers temporary support until independent performance.",
    "reason": "Scaffolding provides temporary, calibrated support with the defining intention that responsibility will pass to the learner or supported system. Fading is the withdrawal machinery inside that arc: prompts, guidance, or assistance are reduced along a schedule that tracks growing competence until unaided performance is reached. Without Fading, the support remains a continuing aid rather than scaffolding engineered for its own obsolescence."
   }
  ],
  "scalability": [
   {
    "child": "scalability",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scalability presupposes scale because the property of accommodating growth is defined relative to the chosen scale dimension and band-specific ontology.",
    "reason": "Scalability presupposes scale because the property of accommodating increased load -- request rate, data volume, geographic reach -- is meaningful only relative to a specified scale dimension and the recognition that the system's governing dynamics may differ at different bands. Without scale's commitment to size, resolution, and aggregation-level as first-class specifications, there is no axis along which to scale and no diagnosis of where the bottleneck shifts. Scalability is the engineered property that preserves favorable performance behavior across the relevant scale dimension."
   }
  ],
  "scale_invariance": [
   {
    "child": "scale_invariance",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scale Invariance is a kind of symmetry: structure is preserved under the rescaling transformation x -> lambda x.",
    "reason": "Scale invariance is the property that a system, structure, or distribution is unchanged under dilation x -> lambda x, reflecting the absence of a characteristic scale. That is precisely a symmetry claim: invariance of a named feature under a specified group of transformations, here the multiplicative group of rescalings. Scale invariance specializes symmetry by fixing the relevant group as rescaling and the preserved feature as the system's statistical or geometric structure across length, time, or energy scales."
   },
   {
    "child": "scale_invariance",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scale invariance is a specialization of invariance whose preserved feature survives the rescaling-by-lambda transformation group.",
    "reason": "Scale invariance is a specialization of invariance. Specifically, it names the case in which the family of transformations is the rescaling group x to lambda-x and the preserved feature is the system's statistical or geometric structure, signaled mathematically by the power-law form f(lambda-x) = lambda-alpha f(x). Like every invariance claim, it commits jointly to what is preserved and under which operations; scale invariance is the subclass where the operations are dilations and the absence of a characteristic scale is what makes the invariance hold."
   }
  ],
  "scaling_and_scale_dependence": [
   {
    "child": "scaling_and_scale_dependence",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scaling and scale dependence is the specific shape scale takes when system properties change qualitatively, not just in magnitude, with size.",
    "reason": "Scaling and scale dependence is the structurally-particularized form scale takes when the band-specific ontology and its governing laws differ across levels \u2014 what works at one scale fails at another because different forces, frictions, and feedback loops become binding. It inherits scale's commitment that the system at one scale is a qualitatively different object than at another, particularized to the diagnostic and design case where scale-appropriate intervention is required and one-size-fits-all designs become actively pathological."
   }
  ],
  "scapegoating": [
   {
    "child": "scapegoating",
    "parent": "in_group_out_group",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scapegoating presupposes the in-group/out-group partition because the displaced blame must land on a target marked as outside the \"we.\"",
    "reason": "Scapegoating presupposes the in-group/out-group partition because its mechanism depends on concentrating diffuse collective tension onto a target whose marking as outside-the-we makes the punishment feel like a discharge for those inside. The target must be available as out-group: someone whose suffering does not register as the in-group's own. Without the prior partition between a \"we\" extended loyalty and a \"they\" extended hostility, there is no structural slot for the surrogate victim to occupy, and the displacement-concentration-discharge sequence has no asymmetric channel to flow through."
   },
   {
    "child": "scapegoating",
    "parent": "responsibility_attribution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scapegoating is a specialization of responsibility attribution in which diffuse collective blame is concentrated onto a single chosen target.",
    "reason": "Scapegoating is a specialization of responsibility attribution. Both operations map outcomes back onto sources, apportioning blame; scapegoating specializes by concentrating the assignment on a single marked target whose punishment discharges the collective's distress, regardless of actual causal contribution. The general structure of directed-assignment-from-effects-to-sources persists, but the counterfactual and normative gates are bypassed in favor of displacement and concentration. The assignment operation itself remains, while its quality controls collapse \u2014 making scapegoating a pathological specialization rather than a separate phenomenon."
   }
  ],
  "scarcity": [
   {
    "child": "scarcity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scarcity is the specific shape constraint takes when the binding restriction is finite supply relative to competing demands on a resource.",
    "reason": "Constraint is a condition that restricts admissible configurations or allocations to those satisfying it, defining the feasible set as a first-class object. Scarcity is the particular shape this pattern takes for resources: the available quantity is insufficient to satisfy all simultaneous demands, so allocating to one use necessarily denies it to another. The supply-demand mismatch becomes the binding restriction on admissible allocations. A structurally-particularized instance of constraint whose specific source is the finite-supply-versus-competing-demand relation that makes the question of who gets what arise at all."
   }
  ],
  "scenario_planning": [
   {
    "child": "scenario_planning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scenario planning is a specific foresight method that constructs a small set of internally consistent stories spanning critical uncertainties.",
    "reason": "Scenario planning is a specialization of foresight whose distinctive move is building a small set of three to five internally consistent, structurally distinct futures by systematically varying the most critical and uncertain driving forces. It inherits foresight's commitment to structured anticipation of plural possible futures informing present perception and choice, and adds the specific architecture of a 2\u00d72 matrix of key uncertainties and qualitatively different narrative trajectories \u2014 supplying the central narrative-stress-testing component of the broader foresight methods stack."
   },
   {
    "child": "scenario_planning",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scenario planning is the specific shape modal reasoning takes when alternative futures are constructed as a small set of plausible, structurally distinct stories.",
    "reason": "Scenario planning is the specific shape modal reasoning takes when the alternative possibilities reasoned over are a small set of internally consistent future trajectories, each constructed by varying the most critical and uncertain driving forces shaping the decision environment. It is a structurally-particularized instance of evaluating claims across a structured space of possibilities, with the added commitments that the modal space is bounded to a handful of qualitatively different stories rather than infinite worlds, the construction is driven by critical-uncertainty axes, and the output is a strategy stress-tested for robustness across the scenarios it spans."
   }
  ],
  "scheduling": [
   {
    "child": "scheduling",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scheduling is a kind of optimization: it assigns tasks to time slots and resources to minimize cost or maximize throughput under constraints.",
    "reason": "Scheduling assigns tasks to time slots and resources subject to precedence, deadline, and capacity constraints while optimizing an objective such as makespan, lateness, or utilization. That fits the optimization triplet exactly: decision variables (assignments), an objective (the cost or throughput criterion), and constraints (precedence, deadlines, capacity). Scheduling is the specialization of optimization in which the decision space is the assignment of work over a temporal-and-resource lattice."
   },
   {
    "child": "scheduling",
    "parent": "prioritization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scheduling presupposes prioritization because assigning tasks to time slots under constraints requires a ranking when items compete for the same resource.",
    "reason": "Scheduling presupposes prioritization because whenever multiple tasks compete for a limited resource at a given moment, the scheduler must order them, and that ordering is precisely a prioritization: a ranking of competing claims by some criterion of value, urgency, or feasibility. Prioritization supplies the general apparatus of ranking and committing to that ranking when resources are scarce; scheduling adds the additional structure of mapping the ranked items to time slots and respecting precedence, deadlines, and capacity constraints. Without prior ranking, scheduling has no tiebreaker."
   },
   {
    "child": "scheduling",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scheduling is a specialization of allocation in which the limited resources include time slots and assignments must honor precedence and deadlines.",
    "reason": "Scheduling is a specialization of allocation. The general allocation pattern assigns limited supply across competing claims under feasibility and criterion. Scheduling specializes by including time as a key dimension of the limited resource: tasks are assigned to time slots and resources subject to precedence, deadlines, and capacity, optimizing makespan, lateness, or throughput. The same assignment-under-scarcity logic of allocation applies, with time slots as the additional structural feature and ordering-over-time as the central decision variable distinguishing scheduling from pure resource division."
   }
  ],
  "schema": [
   {
    "child": "schema",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A schema is the specific shape abstraction takes when experience with a category is retained as a type-level pattern with slots.",
    "reason": "A schema is the structurally-particularized form abstraction takes in the cognitive-representation case: the concrete original is the population of category instances encountered, the purpose is efficient recognition and prediction of novel-but-familiar situations, and the projection retains typical features and variable roles while dropping idiosyncratic detail. It satisfies abstraction's three-part specification \u2014 concrete original, purpose, projection \u2014 particularized by the slot-and-filler structure that enables top-down processing of incoming data."
   }
  ],
  "schema_bounded_blind_spot": [
   {
    "child": "schema_bounded_blind_spot",
    "parent": "schema",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A schema-bounded blind spot requires a schema whose finite prompts or categories determine which cases can be generated for consideration.",
    "reason": "Schema supplies the finite organizing and eliciting structure. The child adds the open target space, the consequential case outside the schema's expressive coverage, and the false-completeness effect created by diligent use within it."
   },
   {
    "child": "schema_bounded_blind_spot",
    "parent": "coverage_reachability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A schema-bounded blind spot exists only relative to an intended coverage claim connecting elicitation prompts or categories to the cases that should be surfaced.",
    "reason": "Coverage / Reachability supplies a source set, a required-target set, and the obligation that every target be reached. Schema-Bounded Blind Spot adds the deeper failure in which the finite schema helps define the visible target set, leaving an out-of-schema case absent from the very audit that would reveal the gap."
   },
   {
    "child": "schema_bounded_blind_spot",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A coverage boundary separating cases expressible inside the schema from cases it cannot generate is an internal constituent of the blind spot.",
    "reason": "The pattern requires an inside and outside: cases for which the schema has a prompt, category, or slot, and cases it cannot express. Boundary supplies that demarcation; the child adds systematic non-elicitation outside it and the false-completeness effect produced by exhaustive work inside it."
   }
  ],
  "scope_creep": [
   {
    "child": "scope_creep",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scope Creep is a specialization of Ratchet Effect, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Scope Creep preserves that general structure while adding its differentia: A perimeter ratchets outward through small additions each judged against a drifting current baseline rather than the original charter, with no owner of the trajectory. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "screening": [
   {
    "child": "screening",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Screening presupposes information asymmetry because the menu-design strategy it names is a response to unequal private knowledge held by the other side.",
    "reason": "Screening presupposes information asymmetry because its entire structure is a response to an unobservable type held by the agent: the uninformed party designs a menu of contracts such that agents of different types self-select, revealing the hidden information through choice rather than through verification. Without the prior distributional fact that one side knows something material the other cannot observe, there would be no need for self-selection mechanics. Screening inherits information asymmetry's structure of unequal private knowledge and supplies one of the canonical mechanisms \u2014 menu-based separation \u2014 by which the uninformed side recovers what it cannot directly see."
   },
   {
    "child": "screening",
    "parent": "mechanism_design",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Screening is a specialization of mechanism design in which the designer is the uninformed party building a menu to elicit hidden types through self-selection.",
    "reason": "Screening is a specialization of mechanism design in which the designer is the uninformed party facing agents of unknown type, and the desired outcome is type-revelation through self-selection. It inherits mechanism design's general inversion \u2014 start with the target equilibrium, search for rules implementing it under private information and self-interest \u2014 and specializes by fixing the rule class to menus of contracts and the objective to separating types. The participants' best responses, calibrated by their hidden types, deliver the information the designer needs without direct verification."
   }
  ],
  "script": [
   {
    "child": "script",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A script is 'the specifically temporally-and-causally ordered SCHEMA'; a schema is the generic slot-and-filler bundle that may or may not be ordered.",
    "reason": "A script is 'the specifically temporally-and-causally ordered SCHEMA'; a schema is the generic slot-and-filler bundle that may or may not be ordered. Script inherits schema's slot machinery and adds ordered sequence and breach-on-next-step. Genus=schema. Schema supplies the genus: Structured knowledge framework. Script preserves that general structure while adding its differentia: A stored representation of a familiar situation as a temporally and causally ordered sequence of events with role-slots, props, and conditions, against which encounters are interpreted and deviations detected as breaches. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "search_and_retrieval": [
   {
    "child": "search_and_retrieval",
    "parent": "problem_space",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Search and retrieval presupposes a problem space because locating items requires a representation specifying states, operators, and goal criteria.",
    "reason": "Search and retrieval presupposes a problem space because navigating from a query toward relevant items requires a formal representation that specifies what counts as a state, what operators move between states, and what counts as reaching the goal of matching the query. Without problem-space machinery \u2014 initial state, goal state, operators, intermediate-state lattice \u2014 there is no structured space to navigate, no precision-recall trade-off to manage, and no notion of search efficiency. Problem space supplies the representational substrate on which search and retrieval algorithms operate."
   },
   {
    "child": "search_and_retrieval",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Search and retrieval presupposes trade-offs because every retrieval system must balance precision, recall, and latency against each other.",
    "reason": "Search and retrieval is the process of locating relevant items from a larger set, navigating a space to match a query. Every realistic retrieval system faces structurally coupled valued dimensions \u2014 precision (excluding false positives), recall (capturing true positives), and query latency \u2014 that cannot all be maximized at once. Trade-offs supplies the structural pattern in which improving one valued dimension worsens another within a feasible set; retrieval design presupposes this multi-dimensional coupling as the standing condition that any indexing, ranking, or pruning choice must navigate."
   }
  ],
  "second_order_cybernetics_second_order_observation": [
   {
    "child": "second_order_cybernetics_second_order_observation",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Second-order cybernetics is the specific shape reflexivity takes when the observer is included as a participant in the system being observed.",
    "reason": "Second-order cybernetics is the structurally-particularized form reflexivity takes when the observation apparatus itself is treated as part of the system: the observer's models of the system, and of their own observing, become inputs that shape the system's dynamics. It inherits reflexivity's structural pattern \u2014 a system's representations of itself shape its behavior \u2014 particularized to the cybernetic case where the system under regulation explicitly includes the regulator-observer coupling as a first-class analytical concern."
   }
  ],
  "second_system_effect": [
   {
    "child": "second_system_effect",
    "parent": "design_for_implementation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A design-stage failure: lifting a load-bearing constraint that was a silent prioritizer floods the successor with a postponed-ambitions stockpile.",
    "reason": "A design-stage failure: lifting a load-bearing constraint that was a silent prioritizer floods the successor with a postponed-ambitions stockpile. Presupposes a feasibility-constrained design process. Design for Implementation supplies the prerequisite condition: Real-world feasibility. Second-System Effect operates against that background: When load-bearing constraints are lifted but capability is retained, a stockpile of postponed ambitions floods the successor, producing overengineering. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "segmentation_and_boundary_drawing": [
   {
    "child": "segmentation_and_boundary_drawing",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Segmentation and boundary drawing presupposes classification because partitioning a continuous domain into discrete categories requires a category structure to draw boundaries within.",
    "reason": "Segmentation and boundary drawing presupposes classification because the work of partitioning a continuous domain \u2014 placing boundaries that decide where one category ends and another begins \u2014 only makes sense relative to a category structure being assigned. Classification supplies the deliberate process of sorting items into discrete categories according to defined rules; segmentation supplies the upstream operation of placing the boundaries themselves within a continuous substrate. Without classification's category-structured target, there would be nothing for the boundary placements to be boundaries between, and small boundary shifts would not propagate into changed classification outcomes."
   },
   {
    "child": "segmentation_and_boundary_drawing",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Segmentation and boundary drawing is the specific shape boundary takes when a continuous domain is partitioned into discrete categories by boundary placement.",
    "reason": "Segmentation and boundary drawing is the particularization of boundary to the act of partitioning: a continuous domain is divided into discrete categories by placing boundaries that determine what is treated as the same versus different. Where boundary names the conceptual demarcation between an entity and its outside generally, segmentation fixes the operation \u2014 partitioning a continuum \u2014 and emphasizes the design-choice character of where the lines fall, with small boundary shifts producing large changes in category assignment."
   }
  ],
  "selection_bias": [
   {
    "child": "selection_bias",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Selection bias presupposes statistical inference because it names a distortion in the very inferential move from sample to population.",
    "reason": "Selection bias presupposes statistical inference because the bias it names is a distortion of the inference from sample to population: associations observed in a recorded sample may misrepresent the target population when entry, retention, or measurement is itself associated with exposure and outcome. Without the prior commitment that finite samples are being used to draw conclusions about an underlying population or mechanism, there is no inferential move for selection to bias. The concept is parasitic on the inferential frame whose validity it threatens."
   },
   {
    "child": "selection_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection bias is a specialization of bias in which the distortion arises from how units enter, remain in, or contribute data.",
    "reason": "Selection bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern by locating the mechanism in the unit-selection process: when entry, retention, or data-contribution is associated with both exposure and outcome (self-selection, survivorship, conditioning on a collider), the resulting estimate is offset in a consistent direction that more data does not erase. It exhibits bias's defining signature -- a sign and direction surviving the infinite-sample limit -- with the offset traced to selection rather than measurement or estimation."
   },
   {
    "child": "selection_bias",
    "parent": "vantage_induced_omission",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection Bias is a specialization of Vantage-Induced Omission, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Vantage-Induced Omission supplies the genus: An apparatus's structural vantage makes some regions of a landscape reachable and others constitutively invisible, so its output is mistaken for the landscape rather than the landscape-restricted-to-its-vantage. Selection Bias preserves that general structure while adding its differentia: Skewed sampling. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "selection_on_noisy_estimates": [
   {
    "child": "selection_on_noisy_estimates",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection on Noisy Estimates is selection bias specialized to inclusion or choice driven by an extreme noisy proxy for latent value.",
    "reason": "Inclusion makes the observed set unrepresentative because it depends on a result-bearing variable. The differentia is that the variable is a noisy estimate of latent value, the selector favors a tail, and the distortion is a conditional shift in estimation error."
   }
  ],
  "selection_visibility_gate": [
   {
    "child": "selection_visibility_gate",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A selection-visibility gate is natural selection specialized by an upstream access stage that determines which variant consequences the selector can act on.",
    "reason": "A selection-visibility gate is natural selection specialized by an upstream access stage that determines which variant consequences the selector can act on. Both begin with a population of variants and change its composition through differential persistence or reproduction under a selection pressure. The child additionally requires a variable expression or accessibility gate upstream of selection and a retained-record bias traceable to that gate."
   }
  ],
  "selection_vs_transmission_decomposition": [
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An EXACT, residual-free specialization of decomposition: a weighted-mean change split identically into covariance-of-weight-with-trait (selection) and share-weighted within-unit change (transmission).",
    "reason": "An EXACT, residual-free specialization of decomposition: a weighted-mean change split identically into covariance-of-weight-with-trait (selection) + share-weighted within-unit change (transmission). The Price equation is its generator; FHK and Brinson are the same identity for firms/portfolios. Dossier-confirmed specialization edge."
   },
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The identity presupposes linear combination because its population mean and within-unit term are weighted sums over units.",
    "reason": "The object being decomposed is a weighted mean, and the transmission term is itself a weight-indexed sum of within-unit changes. Without scaling unit values by weights and adding them, neither side of the residual-free identity is defined."
   },
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "covariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Covariance of unit weight with trait is the exact selection term contained in the residual-free decomposition.",
    "reason": "The Price-equation identity contains covariance of relative weight or fitness with trait value as its first summand. Removing that constituent removes the selection half of the selection-versus-transmission split rather than merely removing a prerequisite used to calculate it."
   }
  ],
  "selective_propagation": [
   {
    "child": "selective_propagation",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selective propagation is a propagation subtype that adds attribute-dependent survival and downstream composition shift to ordinary source-through-medium spread.",
    "reason": "Selective propagation is a propagation subtype that adds attribute-dependent survival and downstream composition shift to ordinary source-through-medium spread. Both require movement from a source through a medium whose structure governs paths, attenuation, and reach. Selective propagation additionally requires a heterogeneous input and a component-property-to-survival rule that changes the mixture with distance."
   }
  ],
  "self_control": [
   {
    "child": "self_control",
    "parent": "temporal_inconsistency_and_preference_reversals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-control presupposes temporal inconsistency because the override capacity self-control names exists to resolve conflicts between near and far valuations.",
    "reason": "Self-control presupposes temporal inconsistency because the conflict it resolves \u2014 between a salient present-oriented impulse and a slower future-oriented evaluation \u2014 is constituted by the prior structural pattern in which an agent's preference ordering reverses as the decision horizon approaches. Without that gap between distant-self and near-self valuations of the same action, there would be no impulse to override and no higher-order standard to enforce. Self-control inherits the temporal-inconsistency structure and supplies the intra-agent machinery \u2014 attention, commitment devices, depletable override capacity \u2014 that lets the represented goal win over the felt impulse."
   },
   {
    "child": "self_control",
    "parent": "knowledge_action_gap",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Self_control is 'one SUBSTRATE of the gap (the individual-cognitive transmission weakness of hyperbolic discounting)'; the knowledge-action gap is the broader structure that scales from akrasia to collective implementation gaps.",
    "reason": "Self_control is 'one SUBSTRATE of the gap (the individual-cognitive transmission weakness of hyperbolic discounting)'; the knowledge-action gap is the broader structure that scales from akrasia to collective implementation gaps. Knowledge-Action Gap supplies the genus: An agent holds accurate knowledge of the appropriate action, sincerely intends to take it, and systematically does not \u2014 because knowing and doing are separable load-bearing states and intervention on the knowing channel does not, by itself, change the doing channel. Self Control preserves that general structure while adding its differentia: Overriding immediate impulses in service of longer-term goals. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "self_defeating_prediction": [
   {
    "child": "self_defeating_prediction",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-Defeating Prediction presupposes Feedback, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Feedback supplies the prerequisite condition: Outputs influence inputs. Self-Defeating Prediction operates against that background: Belief in a forecast moves conditions against it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "self_defeating_prediction",
    "parent": "expectancy_mediated_outcome",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-Defeating Prediction is the negative collective-action species in which response to a disseminated forecast moves the predicted variable against it.",
    "reason": "The child fixes the predictive state to a disseminated forecast, the response channel to aggregated belief-driven action, and the coupling sign to a reduction in the forecast's truth value."
   }
  ],
  "self_efficacy": [
   {
    "child": "self_efficacy",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self_efficacy is an agent's second-order belief about its OWN capacity to act \u2014 presupposes the first-order agency triad.",
    "reason": "Self_efficacy is an agent's second-order belief about its OWN capacity to act \u2014 presupposes the first-order agency triad. Agency supplies the prerequisite condition: A system pursues representable goals through actions whose selection is sensitive to its beliefs about its situation, via a goal-representation, world-model, and action-selection coupling. Self-Efficacy operates against that background: Belief in capability. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "self_engagement_under_misclassification": [
   {
    "child": "self_engagement_under_misclassification",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The architecture presupposes a self/other classifier as one obligatory role; the prime is the consequence when that classifier gates a harm-producing effector over shared machinery.",
    "reason": "The architecture presupposes a self/other classifier as one obligatory role; the prime is the consequence when that classifier gates a harm-producing effector over shared machinery. Presupposes classification (one role, not the whole)."
   }
  ],
  "self_fulfilling_prophecy": [
   {
    "child": "self_fulfilling_prophecy",
    "parent": "expectancy_mediated_outcome",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-Fulfilling Prophecy is the positive behavioral species in which an expectation changes action so the expected proposition validates itself.",
    "reason": "Both require an outcome-relevant predictive state, a causal response channel, and a realized outcome that differs because the prediction entered the system. Self-Fulfilling Prophecy fixes the channel to behavior by the holder or recipients, the coupling sign to positive, and the result to validation of the predicted proposition."
   },
   {
    "child": "self_fulfilling_prophecy",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A self-fulfilling prophecy is the specific shape feedback takes when a belief's expression alters behavior so that the belief is validated.",
    "reason": "A self-fulfilling prophecy is the specific shape feedback takes when the looped variable is a prediction or expectation about an outcome and the return path runs through the behavior of the people who hold or hear the prediction. The prediction's expression alters action, action alters the outcome, and the outcome confirms the prediction \u2014 closing the loop. It is a structurally-particularized instance of output routed back to influence subsequent input, with the added specification that the looped quantity is a belief about the future and the coupling sign is positive enough to drive the world toward the predicted state."
   }
  ],
  "self_handicapping": [
   {
    "child": "self_handicapping",
    "parent": "self_efficacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-handicapping presupposes self-efficacy because the strategy only triggers in agents with fragile task-specific ability beliefs to protect.",
    "reason": "Self-handicapping is a pre-emptive self-protective behavior aimed at shielding self-assessed ability from disconfirmation by creating an external explanation for possible failure. The strategy presupposes a self-efficacy belief in place \u2014 specifically a fragile one \u2014 because there must be a task-specific capability estimate at stake for the handicap to defend. Without an antecedent agency expectation that could be downgraded by poor performance, there is nothing for the attribution shield to protect; self-efficacy supplies the belief variable that self-handicapping mobilizes against evaluative threat."
   },
   {
    "child": "self_handicapping",
    "parent": "responsibility_attribution",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-handicapping is the specific shape responsibility attribution takes when an agent pre-arranges an external excuse to shield ability from blame.",
    "reason": "Responsibility attribution is the directed assignment from outcomes to responsible sources, gated by counterfactual and normative tests. Self-handicapping is the particular shape this operation takes when an agent strategically engineers the attribution in advance: by introducing a performance-degrading obstacle before the task, the agent ensures that any failure attribution will land on the obstacle rather than on ability. It is a structurally-particularized instance of attribution whose specific machinery is pre-emptive cause-planting to redirect the post-hoc assignment away from internal capability."
   }
  ],
  "self_organized_criticality": [
   {
    "child": "self_organized_criticality",
    "parent": "criticality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-organized criticality is criticality specialized to systems whose internal dynamics drive and maintain the critical regime without external tuning.",
    "reason": "Self-organized criticality is criticality specialized to systems whose internal dynamics drive and maintain the critical regime without external tuning. Criticality supplies the genus: Regime poised at a phase boundary where response becomes scale-free and correlations diverge. Self-Organized Criticality preserves that general structure while adding its differentia: Localized chaos and fluctuation at fine scales actively sustains and enables emergent coherence and order at coarse scales through recursive multi-scale feedback, rather than degrading it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "semigroup": [
   {
    "child": "semigroup",
    "parent": "associativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Semigroup strictly contains Associativity as the axiom certifying that every finite product is independent of parenthesization.",
    "reason": "The formal species adds a carrier, operation, algebraic tier, embeddings, decomposition theory, and classification machinery. Associativity remains the internal portable property from which its re-association payoff follows."
   },
   {
    "child": "semigroup",
    "parent": "closure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Semigroup strictly contains Closure because combining any two carrier elements must return another element of that same carrier.",
    "reason": "Closure supplies output containment and iterability; associativity separately supplies regrouping invariance. The semigroup species requires both and adds algebra-specific theory neither property carries alone. Closure supplies an internal constituent: Ensures operations remain within a set. Semigroup requires that role within this mechanism: The minimal algebraic species \u2014 a set with one closed, associative binary operation and nothing more \u2014 whose lone axiom certifies that any finite product is parenthesization-independent, so a sequential reduction can be split, reassociated, and run in parallel without changing the answer. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "semigroup",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Semigroup is a Set equipped with one closed associative binary operation.",
    "reason": "The carrier and bivalent membership relation remain exactly those of Set and Membership. The operation and its axioms add structure without changing the fact that every semigroup is first a set of elements."
   }
  ],
  "sensemaking": [
   {
    "child": "sensemaking",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sensemaking is a specialization of interpretation in which agents facing ambiguity actively construct a working account of what is happening.",
    "reason": "Sensemaking is a kind of interpretation specialized to ambiguous, surprising, or rapidly-unfolding situations: the interpreter extracts and brackets cues from an overwhelming stream, organizes them into a plausible identity-grounded narrative, and commits to a working frame that enables action. It inherits interpretation's commitment to producing constrained readings from a representational substrate within a framework, and supplies the specific case where the substrate is unfolding events under uncertainty and the constraint of action-readiness substitutes for the academic luxury of multiple consistent readings."
   },
   {
    "child": "sensemaking",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sensemaking presupposes framing because the plausible account it constructs is built by selecting and configuring cues into a working frame.",
    "reason": "Sensemaking works by extracting and bracketing cues from an ambiguous stream and committing to a plausible interpretation that enables action. That commitment is precisely a frame: a selective configuration of what is foregrounded, what reference point is taken, and what vocabulary organizes the situation. Framing names the general structural fact that any presentation of a situation selects and configures information; sensemaking is the active social-cognitive process that mobilizes this framing capability under pressure of ambiguity, so it cannot operate without framing as its underlying mechanism."
   },
   {
    "child": "sensemaking",
    "parent": "narrative",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Sensemaking commonly contributes the live construction of Narrative, but some working interpretations organize cues through non-story representational forms.",
    "reason": "Sensemaking often constructs a plausible story by selecting cues and connecting events into a causal-temporal account that enables action, so it commonly contributes the live construction of a narrative. But a working interpretation can instead take the form of a map, category system, causal diagram, matrix, or other non-story model. Narrative is therefore a frequent containing product of sensemaking rather than a universal one."
   }
  ],
  "sensitivity_analysis_in_operations_research": [
   {
    "child": "sensitivity_analysis_in_operations_research",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sensitivity analysis in operations research presupposes optimization because shadow prices and parameter ranges characterize how an optimum responds to input perturbations.",
    "reason": "Sensitivity analysis in operations research presupposes optimization because its outputs -- shadow prices, reduced costs, ranges of optimal-basis stability, break-even values -- are defined relative to an existing optimum produced by solving an optimization problem. Without optimization's quartet of decision variables, objective, constraints, and notion of optimality, there is no optimal solution to perturb and no dual structure (shadow prices ARE the constraint duals) to interrogate. Sensitivity analysis is the post-optimality interrogation that optimization makes possible."
   }
  ],
  "separation_of_powers": [
   {
    "child": "separation_of_powers",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Separation of powers presupposes boundary because it requires demarcated jurisdictional lines between branches that govern reach and crossing.",
    "reason": "Separation of powers presupposes boundary because the doctrine operationally requires demarcation lines between branches \u2014 legislative, executive, judicial \u2014 that specify what belongs inside each branch's authority and what crosses into another's. It inherits boundary's four-part structure: the bounded entity (each branch's jurisdiction), the demarcation criterion (constitutional assignment of powers), the permeability (checks-and-balances crossings), and the operative force (acts beyond jurisdiction are void). Without boundary's demarcation apparatus, the structural separation cannot be drawn."
   },
   {
    "child": "separation_of_powers",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Separation of powers presupposes authority because it operates by distributing legitimate binding-decision power across distinct branches.",
    "reason": "Separation of powers presupposes authority because what is being separated is precisely the capacity to make binding decisions that create persistent obligations \u2014 Weber's Herrschaft. It inherits authority's commitment that legitimate power rests on recognition rather than raw capacity, particularized to the distributive case where the right to decide is partitioned among branches so that no single agent holds the full bundle. Without prior authority to apportion, there is nothing to separate; the doctrine is an architecture for authority's controlled distribution."
   },
   {
    "child": "separation_of_powers",
    "parent": "modularity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Separation of powers is a specialization of modularity in which governmental functions are decomposed into independent branches with defined interfaces.",
    "reason": "Separation of powers is a specialization of modularity. The general modularity pattern decomposes a system into discrete, largely self-contained components with stable interfaces, reducing coupling and increasing cohesion so each module can be understood and revised independently. Separation of powers applies this architecture to governance: legislative, executive, and judicial functions are partitioned into branches with defined interfaces (lawmaking, enforcement, adjudication) and independence of operation. The same decomposition-with-stable-interfaces logic of modularity applies, with governmental function as the specific axis of partition and checks-and-balances as the specific interface contract."
   }
  ],
  "sequencing": [
   {
    "child": "sequencing",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sequencing presupposes dependency because the order in which steps are arranged is dictated by which steps require which others as prerequisites.",
    "reason": "Sequencing presupposes dependency because the deliberate arrangement of steps over time is constrained by directed relations: step B cannot proceed until step A is supplied. It inherits dependency's structural asymmetry \u2014 A relies on B being prior \u2014 and uses it as the binding constraint that determines admissible orderings. The active design choice of sequencing operates on a dependency graph, and without that graph there would be no precedence to satisfy and no value in the order itself."
   },
   {
    "child": "sequencing",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sequencing is a kind of optimization that searches for the order of steps that maximizes value subject to precedence constraints.",
    "reason": "Sequencing is a specialization of optimization: it searches the space of admissible orderings of tasks for the arrangement that maximizes or minimizes a stated objective (makespan, throughput, value-extraction) under precedence and resource constraints. It inherits optimization's four-part triplet plus optimality sense \u2014 decision variables (the order), objective, constraints (precedences), and notion of optimality \u2014 particularized to the temporal-arrangement case. Pinedo's canonical treatment is precisely an optimization problem class."
   },
   {
    "child": "sequencing",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sequencing presupposes time because the deliberate arrangement of steps to produce value requires an underlying earlier-to-later ordering of events.",
    "reason": "Sequencing is the active design problem of arranging steps so their order produces measurable value, satisfying precedence and resource constraints. The very notion of an arrangement that runs from before to after requires a dimension along which events can be ordered with irreversible succession \u2014 exactly what time supplies. Without time's earlier-later ordering and arrow, there would be no succession to design, no prerequisites to honor, and no critical path to optimize. Sequencing operates as a deliberate choice over the substrate that time provides."
   }
  ],
  "sequestration": [
   {
    "child": "sequestration",
    "parent": "containment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every sequestration is containment organized for deliberate removal from active circulation and persistent isolation.",
    "reason": "Every sequestration keeps an item within maintained bounds so that unwanted exchange with the surrounding system is prevented or tightly gated, satisfying Containment. Sequestration adds a narrower purpose and operating commitment: the item is deliberately removed from normal circulation, and the isolation is intended to persist. Generic containment need not remove its contents from an interaction network or make them unavailable. Boundary is inherited through Containment rather than repeated as a flattened direct head."
   }
  ],
  "serial_local_optimization_failure": [
   {
    "child": "serial_local_optimization_failure",
    "parent": "pipeline",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A serial local optimization failure contains a pipeline because its locally optimizing stages must be arranged in an ordered chain whose outputs or decisions become the next stage's conditions.",
    "reason": "Pipeline supplies the ordered stage-to-stage structure. The failure is not merely several optimizers acting at once: each stage receives a condition shaped by another stage and passes a changed condition onward, allowing local deviations to accumulate through the chain."
   },
   {
    "child": "serial_local_optimization_failure",
    "parent": "optimization",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A serial local optimization failure contains optimization because every stage selects what is best for its own scoped objective rather than making an arbitrary or mistaken choice.",
    "reason": "Optimization supplies the objective, choice variables, and local best-response at each stage. The characteristic loss arises even when every local decision is rational and competently solved; the defect lies in how those scoped optima compose, not in failure to optimize locally."
   }
  ],
  "serialization": [
   {
    "child": "serialization",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Serialization presupposes Transformation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Serialization operates against that background: Convert structured content into a flat, transportable form that reconstructs. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "severed_accountability_via_unearned_revenue": [
   {
    "child": "severed_accountability_via_unearned_revenue",
    "parent": "accountability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Severed accountability presupposes an accountability relation as the reference architecture whose effective principal-to-agent leverage a bypassing revenue channel disables.",
    "reason": "The pattern requires an agent, a principal or constituency to whom the agent is answerable in role, and a counterfactual channel through which that principal would ordinarily impose consequences. Unearned revenue bypasses that channel and makes the answerability relation ineffective. The resulting configuration is therefore built against accountability as its reference architecture, but it is not a species of working accountability: it names the structural disabling of accountability's consequence-bearing leverage."
   }
  ],
  "sharding": [
   {
    "child": "sharding",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sharding assigns a load across disjoint parallel owners by a stable key-to-shard function \u2014 a specialized allocation with a deterministic, routable-without-fan-out partition rule.",
    "reason": "Sharding assigns a load across disjoint parallel owners by a stable key-to-shard function \u2014 a specialized allocation with a deterministic, routable-without-fan-out partition rule. Allocation supplies the genus: Assign a limited supply across competing claimants under a feasibility constraint, independent of which criterion fills in the rule. Sharding preserves that general structure while adding its differentia: Partition a load across owners by a stable key-to-shard function. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "shared_interface_constraint_conflict": [
   {
    "child": "shared_interface_constraint_conflict",
    "parent": "interface_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Shared-Interface Constraint Conflict is the Interface Mismatch species in which one offered output cannot satisfy the mutually incompatible contracts of several receivers sharing the seam.",
    "reason": "Interface Mismatch supplies two or more locally coherent sides, a required exchange seam, and failure caused by offered and required contracts that do not align. Shared-Interface Constraint Conflict inherits that structure and adds one undifferentiated output, several receivers, and an empty intersection among their binding acceptance sets."
   },
   {
    "child": "shared_interface_constraint_conflict",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Mutually unsatisfiable receiver constraints are internal constituents of the conflict rather than optional background conditions.",
    "reason": "Each receiver supplies at least one binding acceptance condition, and the joint feasible set is empty: no available output satisfies every receiver at once. The constraint sets and their empty intersection are therefore constituents of the pattern."
   }
  ],
  "shared_mental_model": [
   {
    "child": "shared_mental_model",
    "parent": "mental_model",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The EXTERNALISED sibling of a private mental_model \u2014 externalisation relocates the model's locus into a jointly-maintained artefact, buying durability/queryability/versioning a private model lacks.",
    "reason": "The EXTERNALISED sibling of a private mental_model \u2014 externalisation relocates the model's locus into a jointly-maintained artefact, buying durability/queryability/versioning a private model lacks. mental_model is the genus; shared_mental_model is the more-specific child. Mental Model supplies the genus: Internal system representation. Shared Mental Model preserves that general structure while adding its differentia: A jointly maintained external artefact anchoring distributed reasoning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "shirky_principle": [
   {
    "child": "shirky_principle",
    "parent": "incentive_compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The Shirky principle names 'one specific and recurrent failure of incentive compatibility' \u2014 survival coupled to problem-PRESENCE rather than reduction.",
    "reason": "The Shirky principle names 'one specific and recurrent failure of incentive compatibility' \u2014 survival coupled to problem-PRESENCE rather than reduction. It presupposes the incentive-alignment frame and names the misalignment its remedies restore. Incentive Compatibility supplies the prerequisite condition: Align incentives. Shirky Principle operates against that background: An entity created to solve a problem develops a survival interest in the problem's persistence when its resources are coupled to the problem's measured presence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "shortcut_learning": [
   {
    "child": "shortcut_learning",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Shortcut Learning presupposes Learning, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Learning supplies the prerequisite condition: Durable, experience-driven update of an agent's internal state that carries forward to alter later behavior or prediction. Shortcut Learning operates against that background: An adapting system replaces the structure it was meant to learn with a cheaper incidental feature that correlates with success on its training distribution, and collapses sharply once that correlation breaks. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "side_channel_attack": [
   {
    "child": "side_channel_attack",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asserts the is a specialization of directly: \"a side channel is specifically the SUBSET of side effects that carry a function of protected state to a measuring observer.\" side_channel_attack is the informational/ adversarial species of side_effect (the unintended-consequence genus).",
    "reason": "Asserts the is a specialization of directly: \"a side channel is specifically the SUBSET of side effects that carry a function of protected state to a measuring observer.\" side_channel_attack is the informational/ adversarial species of side_effect (the unintended-consequence genus). Medium (not high) because the framed adversarial overlay (SF 0.7) adds real content beyond bare side_effect, but the subset relation is explicit and file-asserted. Other cross-refs (control_data_channel_confusion, hidden_information_reconstruction) are lateral, not parents. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Side Channel Attack preserves that general structure while adding its differentia: A system's legitimate outputs reveal information its access policy meant to protect, via observable consequences the policy never enumerated. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "side_effect": [
   {
    "child": "side_effect",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Side Effect presupposes Interface, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Side Effect operates against that background: An action's change to shared state beyond its declared interface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "signal_decay_and_fadeout": [
   {
    "child": "signal_decay_and_fadeout",
    "parent": "dissipation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal decay and fadeout presupposes dissipation because the systematic weakening of signals is the local manifestation of irreversible energy degradation.",
    "reason": "Signal decay and fadeout presupposes dissipation because the systematic weakening of a signal or influence over time and distance is the surface manifestation of underlying dissipative processes: friction, viscosity, resistance, absorption, scattering, radiative loss. Without dissipation's prior structure of irreversible transformation of organized energy into thermalized form through interactions with many degrees of freedom, there would be no mechanism for signal attenuation. Signal decay inherits the dissipation framework and specializes it to the case where the degraded quantity is a propagating signal, producing the characteristic exponential, power-law, or geometric attenuation laws across domains."
   }
  ],
  "signal_detection_theory": [
   {
    "child": "signal_detection_theory",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal Detection Theory presupposes Type I & Type II Errors, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "The 2x2 outcome matrix is the type-I/type-II framework (false alarms = type I, misses = type II); SDT ADDS the generative model (two overlapping evidence distributions) that factorizes the error trade-off into a sensitivity fixing the ROC and a criterion distributing errors along it. Built on the error-types pair. Type I & Type II Errors supplies the prerequisite condition: False positive/negative. Signal Detection Theory operates against that background: Every decision under noise factorizes into a sensitivity that fixes the achievable error trade-off and a freely-chosen criterion that distributes errors along it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "signal_devaluation": [
   {
    "child": "signal_devaluation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal devaluation presupposes a signaling arrangement whose initially discriminating marker can lose its separating value as issuance expands and recipients adapt.",
    "reason": "The child requires a signal that recipients use as evidence about an underlying type, an issuance process that controls its effective cost or scarcity, and an initially informative separation that can collapse. Signaling supplies that reference mechanism. Signal devaluation is not itself the sender's information-revealing action; it is the dynamic failure of that action's evidentiary value under elastic issuance and adaptive interpretation."
   },
   {
    "child": "signal_devaluation",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signal devaluation is temporal degradation specialized to the systematic loss of a marker's informativeness while its nominal form remains intact.",
    "reason": "It inherits the genus's systematic diminishment of a system capability over elapsed time: here the capability is a signal's power to discriminate underlying types. The child adds an issuer with elastic supply, demand-side pressure, adaptive recipient expectations, an expansion-and-reanchoring ratchet, and eventual separating-equilibrium collapse while the nominal marker remains unchanged."
   }
  ],
  "signal_inflation": [
   {
    "child": "signal_inflation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal inflation requires repeated signaling through a receiver-facing channel whose credibility can be depleted by overuse.",
    "reason": "Signal inflation requires repeated signaling through a receiver-facing channel whose credibility can be depleted by overuse. Signaling supplies the prerequisite condition: Revealing hidden information. Signal Inflation operates against that background: A sender over-fires a channel and depletes a finite, slow-regenerating receiver-side credibility budget, so the next true message lands on an audience that has rationally stopped responding. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "signaling": [
   {
    "child": "signaling",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signaling presupposes information asymmetry because the costly observable action it names is the informed party's response to the other side's inability to verify.",
    "reason": "Signaling presupposes information asymmetry because the costly observable action it names \u2014 education, warranties, dividends, costly displays \u2014 only makes sense as a device for transmitting information the receiver cannot directly verify. Without the prior distributional fact that one side knows something material the other does not, there would be nothing to signal. Signaling inherits information asymmetry's structure and supplies the canonical mechanism by which the informed side closes the gap: choosing an action whose cost is differentially borne by types, so that only the high-quality type finds the signal worthwhile and a separating equilibrium emerges."
   }
  ],
  "signature_borne_provenance": [
   {
    "child": "signature_borne_provenance",
    "parent": "provenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance is the intrinsic species of Provenance in which the artifact carries evidence of its origin without an external custody chain.",
    "reason": "Provenance covers ways of establishing where an entity came from and how its present state relates to that origin. Signature-Borne Provenance specializes this genus to the intrinsic case: a formation-imprinted property survives transport and is read backward through a signature library. External ledgers and custody links can establish Provenance without any carried signature, so the signature-borne mechanism is a proper species rather than a synonym."
   },
   {
    "child": "signature_borne_provenance",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance presupposes conservation or slow-enough invariance of the carried property.",
    "reason": "Without a property conserved over the operational transport timescale, the present signature cannot be mapped backward to formation context independently of a custody chain. Conservation Laws supplies the prerequisite condition: Quantities remain constant. Signature-Borne Provenance operates against that background: A conservative property carries origin through transport, read back without a custody chain. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "signature_borne_provenance",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance presupposes flow to transport a signed parcel away from its formation context.",
    "reason": "Without movement through a carrier or medium, the signature does not preserve origin across changing location and the downstream backward-inference problem does not arise. Flow supplies the prerequisite condition: Structured movement of energy, matter, or information. Signature-Borne Provenance operates against that background: A conservative property carries origin through transport, read back without a custody chain. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "signifier": [
   {
    "child": "signifier",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'s defining boundary: an affordance is what the world makes POSSIBLE; a signifier makes the affordance PERCEIVABLE.",
    "reason": "'s defining boundary: an affordance is what the world makes POSSIBLE; a signifier makes the affordance PERCEIVABLE. The signifier presupposes a latent affordance to advertise (they fail independently). Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Signifier operates against that background: A perceptible cue placed on or near an action possibility so the possibility is recognized in time to be used\u2014what makes an affordance perceivable, not what makes it possible. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "signifier",
    "parent": "signaling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Signaling advertises ANYTHING (quality, identity, status); a signifier narrows this to advertising 'what can or should be done, here, now, by this perceiver' at the commit point.",
    "reason": "Signaling advertises ANYTHING (quality, identity, status); a signifier narrows this to advertising 'what can or should be done, here, now, by this perceiver' at the commit point. Genus-to-species (a different axis than the affordance partnership). Signaling supplies the genus: Revealing hidden information. Signifier preserves that general structure while adding its differentia: A perceptible cue placed on or near an action possibility so the possibility is recognized in time to be used\u2014what makes an affordance perceivable, not what makes it possible. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "signifier_signified_duality": [
   {
    "child": "signifier_signified_duality",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signifier\u2013signified duality is the specific shape representation takes when a perceptible form is conventionally bound to a mental concept.",
    "reason": "Signifier\u2013signified duality is the structurally-particularized form representation takes in the semiotic case: the target is the conceptual signified, the medium is the perceptible signifier, and the correspondence is the conventional binding maintained by a semiotic community. It satisfies representation's faithfulness-claim apparatus \u2014 target, medium, stated convention \u2014 particularized by the two-faced sign structure where neither face exists without the other and the convention is largely arbitrary."
   }
  ],
  "silence_as_signal": [
   {
    "child": "silence_as_signal",
    "parent": "absence_as_information",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "And emphatic: silence_as_signal is \"the sharpened, error-naming specialisation\" of absence_as_information \u2014 \"narrower and carries a sign,\" naming the specific ERROR of misreading a cost-suppressed absence as the negative state, with its one named mechanism (cost-asymmetric production) and repair catalogue.",
    "reason": "And emphatic: silence_as_signal is \"the sharpened, error-naming specialisation\" of absence_as_information \u2014 \"narrower and carries a sign,\" naming the specific ERROR of misreading a cost-suppressed absence as the negative state, with its one named mechanism (cost-asymmetric production) and repair catalogue. Clean is a specialization of, high conviction. Absence as Information supplies the genus: The non-occurrence of an expected event is itself a positive signal. Silence as Signal preserves that general structure while adding its differentia: Cost-asymmetric record production makes absence misread as the negative state. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "silent_representation_overflow": [
   {
    "child": "silent_representation_overflow",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundedness is the static fact that a field has a capacity limit (the PRECONDITION); this prime is the DYNAMIC failure when a long-lived deployment drifts past it and the crossing rolls SILENTLY.",
    "reason": "Boundedness is the static fact that a field has a capacity limit (the PRECONDITION); this prime is the DYNAMIC failure when a long-lived deployment drifts past it and the crossing rolls SILENTLY. Presupposes boundedness. Boundedness supplies the prerequisite condition: Values remain within limits. Silent Representation Overflow operates against that background: A bounded field silently rolls past its capacity and a blind consumer trusts it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "similarity_measure": [
   {
    "child": "similarity_measure",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A similarity measure is a function mapping specialized to pairs of represented objects and a comparable degree of likeness.",
    "reason": "It inherits Function Mapping's stable input-to-output rule and adds paired inputs, a declared representation and relevance frame, and an output ordered as greater or lesser likeness. Functions mapping pairs to costs, causal effects, or arbitrary labels lack that differentia."
   },
   {
    "child": "similarity_measure",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A similarity measure presupposes a comparison frame that makes the two objects commensurable under selected respects.",
    "reason": "Without comparands, a shared representation, and a relevance rule selecting which respects matter, the numerical or ordinal output has no determinate meaning as likeness. Comparison is prerequisite apparatus, not the genus: comparisons can produce contrasts, orderings, or qualitative alignments without a reusable likeness measure."
   }
  ],
  "simpson_yule_effect": [
   {
    "child": "simpson_yule_effect",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Simpson\u2013Yule effect is 'the DRAMATIC special case' of confounding \u2014 distortion severe enough that the pooled association reverses/vanishes/appears under aggregation.",
    "reason": "The Simpson\u2013Yule effect is 'the DRAMATIC special case' of confounding \u2014 distortion severe enough that the pooled association reverses/vanishes/appears under aggregation. 'All Simpson\u2013Yule reversals are instances of confounding, but most confounding is not severe enough.' Strict specialization. Confounding supplies the genus: Hidden variable interference. Simpson\u2013Yule Effect preserves that general structure while adding its differentia: An association measured in pooled data can reverse, vanish, or appear once the data are partitioned by a confounder unevenly distributed across the compared groups. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "simpsons_paradox": [
   {
    "child": "simpsons_paradox",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simpson's paradox is the most dramatic SYMPTOM of confounding \u2014 the case severe enough to flip the SIGN between aggregate and every subgroup.",
    "reason": "Simpson's paradox is the most dramatic SYMPTOM of confounding \u2014 the case severe enough to flip the SIGN between aggregate and every subgroup. Every Simpson reversal is a confounding case; most confounding is not a Simpson reversal. A specialization/extreme-case of confounding."
   },
   {
    "child": "simpsons_paradox",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "It is the confounded failure MODE of the aggregation operation \u2014 pooling across a confounder is a modelling choice that can flip a direction; presupposes aggregation as the collapsing step.",
    "reason": "It is the confounded failure MODE of the aggregation operation \u2014 pooling across a confounder is a modelling choice that can flip a direction; presupposes aggregation as the collapsing step. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Simpson's Paradox operates against that background: A relationship can run one direction inside every subgroup and the opposite direction in the aggregate, because a confounder's distribution differs across subgroups and is silently mixed away on pooling. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "simpsons_paradox",
    "parent": "modifiable_areal_unit_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Simpson's Paradox is typically a specialization of Modifiable Areal Unit Problem, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Modifiable Areal Unit Problem supplies the genus: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. Simpson's Paradox preserves that general structure while adding its differentia: A relationship can run one direction inside every subgroup and the opposite direction in the aggregate, because a confounder's distribution differs across subgroups and is silently mixed away on pooling. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "simulated_annealing": [
   {
    "child": "simulated_annealing",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated Annealing is a kind of heuristic: probabilistic acceptance with a cooling schedule yields good-enough optima without exhaustive search.",
    "reason": "Simulated annealing escapes local optima by accepting worsening moves with probability exp(-DeltaE/T) and gradually lowering T, producing high-quality solutions in vastly less time than exhaustive search at the cost of no guarantee of global optimality. That is the heuristic profile: a simplified rule whose value lies in its favorable trade-off between speed, computational cost, and accuracy on the problems where it is actually deployed. It specializes heuristic to combinatorial optimization with thermal analogy."
   },
   {
    "child": "simulated_annealing",
    "parent": "stochasticity_vs_determinism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Simulated annealing presupposes the stochasticity-vs-determinism distinction because its escape from local optima depends on probabilistically accepting worsening moves.",
    "reason": "Simulated annealing presupposes the stochasticity-vs-determinism distinction because its central mechanism is the probabilistic acceptance of worsening moves with probability exp(-DeltaE/T), enabling escape from local optima that a purely deterministic descent could not exit. The algorithm trades on the structural option of intrinsic randomness rather than fully determined transitions. Without the prior availability of stochastic choice as a distinct dynamical regime, the cooling-schedule asymptotic-convergence story collapses, and the search reduces to deterministic local descent with no mechanism for crossing energy barriers."
   },
   {
    "child": "simulated_annealing",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated annealing is a specialization of optimization that searches by probabilistic neighbor moves under a cooling schedule.",
    "reason": "Simulated annealing is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints by exploring a neighborhood structure with metropolis-style acceptance probabilities exp(-deltaE/T) and a decreasing temperature schedule. The decision variables, objective, and constraints are exactly an optimization triplet; the operative notion of optimality is asymptotic global-with-high-probability rather than exact. The thermal escape from local optima is what distinguishes this stochastic metaheuristic within the broader class of optimization methods."
   },
   {
    "child": "simulated_annealing",
    "parent": "annealing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated_annealing is the in-silico combinatorial-search transcription (Metropolis rule = literal Boltzmann factor) of the general agitate-then-cool-on-a-schedule protocol.",
    "reason": "Simulated_annealing is the in-silico combinatorial-search transcription (Metropolis rule = literal Boltzmann factor) of the general agitate-then-cool-on-a-schedule protocol. annealing is the parent. Annealing supplies the genus: Lift a stuck system into a high-mobility regime, then withdraw the agitation along a controlled schedule so it settles into a better configuration than it could reach cold. Simulated Annealing preserves that general structure while adding its differentia: Probabilistic search escaping local optima. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "single_point_of_failure": [
   {
    "child": "single_point_of_failure",
    "parent": "center_of_gravity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Single Point of Failure is the Center of Gravity 'seen from the defender's side', the same structural object without the optimizing attacker and migration.",
    "reason": "Single Point of Failure is the Center of Gravity 'seen from the defender's side', the same structural object without the optimizing attacker and migration. Center Of Gravity supplies the genus: In an adversarial system, the single cohesion-bearing node whose disruption disproportionately changes the whole contest \u2014 concentrating both defence and attack at that point. Single Point of Failure preserves that general structure while adding its differentia: A component on the critical path of every essential function, with no parallel route, that caps the whole system's reliability at its own. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "single_point_of_failure",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An Single Point of Failure is a serial articulation node on the operational DEPENDENCY graph whose removal disconnects it; it presupposes a dependency topology and names the node every critical path runs through with no parallel route.",
    "reason": "An SPOF is a serial articulation node on the operational DEPENDENCY graph whose removal disconnects it; it presupposes a dependency topology and names the node every critical path runs through with no parallel route. (bottleneck is the nearest competing genus but governs throughput, not reliability \u2014 see rationale.)"
   },
   {
    "child": "single_point_of_failure",
    "parent": "vulnerability_hotspot",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Single Point of Failure is a specialization of Vulnerability Hotspot, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Vulnerability Hotspot supplies the genus: A place, population, or component where multiple independent sensitivities co-locate, so the joint probability of harm there is far larger than the product of marginal probabilities elsewhere and risk clusters rather than spreads evenly. Single Point of Failure preserves that general structure while adding its differentia: A component on the critical path of every essential function, with no parallel route, that caps the whole system's reliability at its own. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "situation_awareness": [
   {
    "child": "situation_awareness",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Situation awareness contains linked representations of current elements, contextual meaning, and projected near-future state.",
    "reason": "Perception, comprehension, and projection must produce internal state-bearing products that guide delayed action; without those representations there is sensation or reaction but no three-level situation awareness."
   }
  ],
  "social_capital": [
   {
    "child": "social_capital",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social capital is the specific shape network takes when the connection pattern itself functions as a productive resource for the connected actors.",
    "reason": "Social capital is the specific shape network takes when the entities are persons or groups and the connection pattern \u2014 the ties, their density, their bridging or bonding character \u2014 operates as a productive resource enabling actions infeasible for isolated actors. It is a structurally-particularized instance of the connection pattern carrying explanatory power independent of the entities, with the added commitment that the pattern's value is measured in what it enables: information flow, mutual support, credit without collateral, coordinated action. The resource inheres in ties, not in nodes, so an individual's access depends on position."
   },
   {
    "child": "social_capital",
    "parent": "trust",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Trust is an internal constituent of social capital, enabling vulnerable cooperation and exchange across network ties without complete monitoring.",
    "reason": "Social capital treats relationships, trust, shared norms, and network position as productive resources that enable coordinated action unavailable to isolated actors. Trust is an explicit internal constituent of that resource bundle: confident reliance under vulnerability allows delegation, exchange, mutual support, and credit without exhaustive monitoring or collateral. Network ties without this trust component would not supply the reduced transaction costs and cooperative capacity that the live social-capital definition identifies."
   },
   {
    "child": "social_capital",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Shared social norms are internal constituents of social capital, making reciprocity and cooperation predictable across a network.",
    "reason": "Social capital is the productive resource constituted by relationships, trust, shared norms, and network structure. Social norms are explicit internal constituents: distributed expectations of reciprocity, honesty, and contribution make behavior predictable and sustain cooperation without repeated case-by-case negotiation. Removing shared norms would leave connections and perhaps interpersonal trust, but would remove one of the named mechanisms through which the network coordinates collective action and reduces transaction costs."
   }
  ],
  "social_choice": [
   {
    "child": "social_choice",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social choice is preference aggregation: a rule mapping a profile of individual orderings to one collective outcome.",
    "reason": "Social choice is preference aggregation: a rule mapping a profile of individual orderings to one collective outcome. It presupposes aggregation as the collapsing operation, specialized to preference-bearing inputs + a property set the impossibility results constrain."
   }
  ],
  "social_construction_of_reality": [
   {
    "child": "social_construction_of_reality",
    "parent": "internalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social Construction of Reality presupposes Internalization: external patterns become objective reality only once agents take them inward as endogenous.",
    "reason": "Social construction of reality runs externalization, objectivation, and internalization as the cycle by which human activity produces patterns that become treated as objective social facts. The closing move \u2014 agents taking norms, roles, and category structures inward so that what was once enforced externally is governed from within \u2014 is exactly Internalization. Without that inward crossing, the constructed patterns would remain mere external impositions; social construction presupposes internalization as the mechanism that makes the construction self-sustaining."
   },
   {
    "child": "social_construction_of_reality",
    "parent": "performativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social construction of reality presupposes performativity because objectivation only sticks when constitutive acts repeatedly enact what they name.",
    "reason": "Social construction of reality presupposes performativity because the externalization-objectivation-internalization cycle works only insofar as constitutive acts bring social facts into being by being performed under shared felicity conditions. A marriage, a status, a category becomes treated as objective reality not because it describes an independent world but because authorized utterances and practices enact it. Without the constitutive-rather-than-descriptive move that performativity names, the joint human activity Berger and Luckmann describe cannot produce the apparently-thinglike institutions it generates."
   }
  ],
  "social_dilemma": [
   {
    "child": "social_dilemma",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A social dilemma is a specific kind of trade-off where individual-rational and collective-welfare dimensions are coupled in opposition.",
    "reason": "A social dilemma is a specialization of trade-offs. The general pattern requires improving on one valued dimension to worsen another within a feasible set; a social dilemma instantiates this with the two dimensions being individual payoff and collective payoff, coupled such that the dominant individual strategy strictly degrades collective welfare. The Prisoner's Dilemma structure is the trade-off pattern with these particular axes operative and decision-makers who genuinely care about both, so the conflict between private rationality and group outcome is real rather than illusory."
   },
   {
    "child": "social_dilemma",
    "parent": "non_zero_sum_game",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social Dilemma is a specialization of Non-Zero-Sum Game, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Non-Zero-Sum Game supplies the genus: A strategic interaction whose joint payoff is not fixed: cooperative play can create value and destructive play can destroy it, so the size of the pie is endogenous to the strategy profile. Social Dilemma preserves that general structure while adding its differentia: Individually rational defection yields a collectively worse outcome (canonical form: the Prisoner's Dilemma). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "social_identity_theory": [
   {
    "child": "social_identity_theory",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social identity theory presupposes classification because deriving self-concept from group membership requires categories that sort people into kinds.",
    "reason": "Social identity theory begins with social categorization \u2014 the cognitive operation by which people parse the social world into discrete categories (nation, occupation, religion, team). Without that prior sorting work, there is no category for the self to identify with and no in-group/out-group structure for the rest of the theory to operate on. Classification supplies exactly this deliberate process of assigning entities to discrete categories according to defined criteria. Social identity theory presupposes that classificatory operation as the substrate on which identification, comparison, and intergroup behavior then build."
   },
   {
    "child": "social_identity_theory",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social identity theory presupposes set and membership because identification with social categories requires the elemental notion of belonging to a collection.",
    "reason": "Social identity theory treats people as members of social categories from which they derive a portion of their self-concept. The whole construction requires set and membership as a prior structure: there must be a collection defined by some inclusion criterion, and an individual must stand in the membership relation to it. Set and membership supplies exactly this \u2014 the elemental treatment of a collection as a first-class object and the relation that says, for any candidate, whether it belongs. Without this primitive, there is no group for identity to attach to."
   },
   {
    "child": "social_identity_theory",
    "parent": "in_group_out_group",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social Identity Theory presupposes in-group/out-group because its categorization-identification-comparison machinery operates on the we-they partition.",
    "reason": "Social Identity Theory explains how individuals derive self-concept from social categories through categorization, identification, comparison, and distinctiveness-seeking. Each of these processes operates on a we-versus-they partition: categorization sorts people into in-group and out-group, identification binds self to the in-group, comparison favors the in-group over the out-group. The theory presupposes the we-they partition with its asymmetric treatment as the structural field on which it builds. Without an in-group/out-group division, there is nothing for social identification to attach to or for intergroup comparison to operate over."
   }
  ],
  "social_loafing": [
   {
    "child": "social_loafing",
    "parent": "free_riding",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social loafing is the specific shape free riding takes when individual contribution to a pooled output is not separately measurable.",
    "reason": "Social loafing is the structurally-particularized form free riding takes in the team-effort case: when output pools individual contributions inseparably, the marginal benefit of one's own effort to personal evaluation and reward falls as group size rises, and rational self-interest reduces per-person contribution. It inherits free riding's structural commitment \u2014 benefit without proportionate contribution from a non-excludable joint product \u2014 particularized to the effort-allocation case where the joint product is task completion and non-excludability arises from non-attribution."
   }
  ],
  "social_norms": [
   {
    "child": "social_norms",
    "parent": "informal_enforcement",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social norms and informal enforcement are interdefinable complements: norms carry anticipated decentralized response, while informal enforcement presupposes a shared behavioral expectation.",
    "reason": "Social norms and informal enforcement are interdefinable structural complements. A norm differs from a private preference because members anticipate distributed approval, correction, withdrawal, or sanction, even when conformity keeps any overt response latent. Informal enforcement, in turn, presupposes a shared expectation that gives the response its target. The relation does not require visible punishment in every norm instance; it requires a decentralized response structure capable of maintaining the expectation."
   },
   {
    "child": "social_norms",
    "parent": "normativity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social norms are the social-group form normativity takes when behavioral standards are distributed through shared expectation, internalization, and informal sanction.",
    "reason": "Social norms establish shared expectations about how similarly situated group members ought to behave and make deviation criticizable and sanctionable. Removing the group, behavioral, distributed-knowledge, internalization, and informal-enforcement frame leaves normativity's portable structure: a standard partitions conduct into required, permissible, prohibited, correct, or deviant states and thereby enables evaluation and guidance. Social norms are that normative structure embodied in decentralized social practice."
   }
  ],
  "sociotechnical_systems": [
   {
    "child": "sociotechnical_systems",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems presupposes emergence because joint outcomes arise from social\u2013technical interaction in ways not reducible to either domain alone.",
    "reason": "Sociotechnical systems presupposes emergence because its defining claim \u2014 that outcomes arise from interdependent social and technical interaction, not from either component in isolation \u2014 is precisely an emergence claim at the higher level of organization. It inherits emergence's structural commitment: the higher-level phenomenon (organizational behavior, work outcomes) has properties not predictable from the lower-level constituents (technology alone or humans alone) and not reducible to their separate descriptions. Same-technology-different-outcomes is the emergence signature."
   },
   {
    "child": "sociotechnical_systems",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems presupposes coupling because the framework's central claim is that social and technical subsystems are dynamically linked and inseparable.",
    "reason": "Sociotechnical systems analysis rests on the claim that outcomes arise from the interdependent interaction of social and technical components \u2014 change in one produces change in the other through specifiable mechanisms of mutual influence. Without coupling's machinery of dynamic linkage between subsystems with specifiable interaction strength, there would be no structural basis for treating social and technical components as a single integrated system rather than as separable layers. Coupling supplies the interaction-channel structure that makes sociotechnical analysis a non-decomposable enterprise."
   },
   {
    "child": "sociotechnical_systems",
    "parent": "systems_thinking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems is the specific shape systems thinking takes when the parts in interdependent relation are human-organizational and technical components.",
    "reason": "Sociotechnical systems is the structurally-particularized instance of systems thinking in which the unit of analysis is the interlock between social components (people, culture, organization) and technical components (tools, processes, infrastructure). It carries forward the general systems-thinking commitment that outcomes are governed by relationships and feedback among parts rather than by parts in isolation, and gives it specific shape: the same technology produces different results under different work organizations because outcomes depend on the joint design of social and technical subsystems."
   }
  ],
  "solidarity": [
   {
    "child": "solidarity",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Solidarity is the specific shape internalization takes when group fate is taken inward as a personal stake binding individual to collective action.",
    "reason": "Solidarity is the specific shape internalization takes when what crosses the boundary from outside to inside is the group's fate and obligation structure. The boundary-relocation internalization names appears here as members taking the group's interest as partly their own: generalized mutual obligation and fate-sharing operate from within rather than via external sanction or case-by-case exchange. What was an external bond -- enforced by community pressure or transactional exchange -- becomes an internal disposition to bear cost on behalf of fellow members, exactly the externally-mediated-to-endogenously-governed pattern internalization describes."
   },
   {
    "child": "solidarity",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Solidarity presupposes cooperation because internalized fate-sharing only matters where individual incentive pulls against collective contribution.",
    "reason": "Solidarity names a felt mutual obligation that disposes members to bear individual cost on behalf of the collective, sustaining contribution without case-by-case exchange. Its work is visible precisely in the gap between privately optimal and collectively optimal action \u2014 the gap that defines cooperation. Where contribution and self-interest already coincide, no solidarity is needed to produce joint benefit. Solidarity functions as one of the durable mechanisms that close cooperation's defection gap, so its purpose presupposes the cooperation problem it answers."
   },
   {
    "child": "solidarity",
    "parent": "group_cohesion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Solidarity presupposes group cohesion because fate-sharing and felt mutual obligation only exist within a collective that is bound together as a unit.",
    "reason": "Solidarity is the disposition of members to bear individual cost for fellow members, sustained by internalized fate-sharing and generalized obligation. Those dispositions presuppose that the collective already holds together as a unit rather than dissolving into separate individuals \u2014 exactly the resistance-to-fragmentation that group cohesion names. Without the underlying binding force that keeps the group from breaking apart, there is no membership for solidarity's obligations to attach to. Solidarity is one of several superposable sources that supply cohesion, and operates only where cohesion is already a meaningful structural property."
   }
  ],
  "source_sink_habitat": [
   {
    "child": "source_sink_habitat",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Source-sink dynamics is constituted by a DIRECTED FLOW between sites on which the sink depends ('the direction of the flow is load-bearing'); it presupposes flow.",
    "reason": "Source-sink dynamics is constituted by a DIRECTED FLOW between sites on which the sink depends ('the direction of the flow is load-bearing'); it presupposes flow. Flow supplies the prerequisite condition: Structured movement of energy, matter, or information. Source-Sink Dynamics operates against that background: A system persists across coupled sites with asymmetric net balance: net-producing sources export a surplus that sustains net-consuming sinks which would decline in isolation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "source_sink_role": [
   {
    "child": "source_sink_role",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A source-sink role is a classification specialized by an explicit signed-net-flux rule.",
    "reason": "It sorts bounded components into discrete source, sink, or balanced roles by applying one reusable decision rule: compute net transfer relative to a reference pool over a stated window and read its sign. It adds the boundary, window, tracked-quantity, and sign-flip commitments to the general classification operation."
   },
   {
    "child": "source_sink_role",
    "parent": "reservoir_flux_network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Assigning a source or sink role requires a bounded stock-flow account linking the component to a reference reservoir.",
    "reason": "Without named components, a reference pool, and directed inflows and outflows of a tracked quantity, no net flux can be computed and the sign has no referent. The reservoir-flux network supplies that accounting substrate; the source-sink role adds a conditional sign classification."
   }
  ],
  "sovereignty": [
   {
    "child": "sovereignty",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sovereignty presupposes boundary because it defines a demarcated domain within which final decision authority holds and beyond which it does not.",
    "reason": "Sovereignty presupposes boundary because the doctrine operationally requires a demarcated domain that distinguishes inside (where the sovereign decides) from outside (where it cannot). It inherits boundary's four-part structure: the bounded entity (the sovereign's territory or jurisdiction), the demarcation criterion (recognized scope), the permeability (treaties, extradition, intervention), and the operative force (final authority within). Internal and external sovereignty are precisely the inside-authority and outside-recognition faces of a boundary applied to political decision rights."
   },
   {
    "child": "sovereignty",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sovereignty presupposes authority because final decision-making within a domain is a particular form of legitimate binding power.",
    "reason": "Sovereignty is the authority principle that one entity holds final, non-overridable decision-making power within a defined domain, with internal and external components. The construct is meaningful only as a specific structural form of authority \u2014 the legitimate capacity to make binding decisions and create persisting obligations. Authority supplies the underlying recognized-power-to-decide; sovereignty specializes it by adding finality (no external override), domain-boundedness (the zone of autonomous action), and recognition by other sovereigns. Without authority as the structural ground, sovereignty's finality has no decision-power to be final over."
   }
  ],
  "spaced_repetition": [
   {
    "child": "spaced_repetition",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spaced repetition presupposes learning because it is a procedure for strengthening durable memory updates against forgetting over time.",
    "reason": "Spaced repetition presupposes learning because it operates as a memory-strengthening procedure on items that have already been encoded as candidate learning, and it targets the durability dimension of the learner's internal update. Without learning's underlying experience-driven self-update, there is no encoded representation for the expanding-interval review schedule to act upon. Spaced repetition supplies the strength-modulated rescheduling that converts fragile acquisitions into stable ones, but the acquisition machinery itself is supplied by learning."
   },
   {
    "child": "spaced_repetition",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Spaced repetition is an interval-scheduling pedagogical technique; typical because it is often self-directed rather than other-directed.",
    "reason": "Spaced repetition is an interval-scheduling pedagogical technique; typical because it is often self-directed rather than other-directed. Pedagogy supplies the genus: Deliberate other-directed structuring of a learner's encounter with content to cause durable change in their capability. Spaced Repetition preserves that general structure while adding its differentia: Reinforce over intervals. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "span": [
   {
    "child": "span",
    "parent": "basis",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Span is the framed or domain-specific realization of Basis; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Basis: A minimal independent generating set \u2014 the smallest collection from which every element of a space can be produced, with no member derivable from the others. Span adds the local frame and commitments expressed in its identity: The complete set reachable by combining primitives under admissible operations. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "span",
    "parent": "closure",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Span is the reachable CLOSURE of a primitive set under an admissible-operations grammar \u2014 a closure (operations stay within a set) enriched with generators and a grammar and a gap-to-target fork.",
    "reason": "Span is the reachable CLOSURE of a primitive set under an admissible-operations grammar \u2014 a closure (operations stay within a set) enriched with generators + a grammar + a gap-to-target fork. closure is the structural genus."
   }
  ],
  "sparse_coding": [
   {
    "child": "sparse_coding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sparse coding is a representational-architecture pattern \u2014 a specific way of representing content (few-of-many active over a large pool).",
    "reason": "Sparse coding is a representational-architecture pattern \u2014 a specific way of representing content (few-of-many active over a large pool). is a specialization of specialized representation scheme. Representation supplies the genus: Model complex ideas. Sparse Coding preserves that general structure while adding its differentia: A system represents each input by activating a small content-specific subset of a much larger pool of units, gaining combinatorial capacity from the choice of which few are active. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "spatial_indexing": [
   {
    "child": "spatial_indexing",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific organization that makes POSITION/REGION queries output-sensitive (via metric embedding) \u2014 a specialization of the general search_and_retrieval problem.",
    "reason": "The specific organization that makes POSITION/REGION queries output-sensitive (via metric embedding) \u2014 a specialization of the general search_and_retrieval problem. Search and Retrieval supplies the genus: Locate and extract information. Spatial Indexing preserves that general structure while adding its differentia: Organizing items by position in a space so retrieval, neighborhood, and range queries become geometric and output-sensitive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "speculative_bubble": [
   {
    "child": "speculative_bubble",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Speculative bubbles are a specialization of increasing returns in which rising valuations attract more buyers, driving valuations higher still.",
    "reason": "Speculative bubbles are a kind of increasing returns specialized to asset valuation under reflexive expectations: rising prices increase each marginal buyer's willingness to enter because rising prices are themselves the expected payoff. It inherits the general pattern that the marginal benefit of additional commitment rises with the cumulative state variable, producing self-reinforcing dynamics, and supplies the specific case where the accumulating variable is valuation and the loop is expectational \u2014 until the inflow exhausts and the increasing-returns regime reverses sharply into a crash."
   },
   {
    "child": "speculative_bubble",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Speculative bubbles presuppose reflexivity because the self-reinforcing boom-bust loop is driven by beliefs about prices becoming inputs that shape prices.",
    "reason": "Speculative bubbles presuppose reflexivity because the boom-then-bust signature is generated by traders' beliefs about future prices becoming inputs that drive current prices, which feed back into beliefs. Reflexivity supplies the general structural pattern in which a system's models of itself become inputs that shape its behavior \u2014 the self-referential coupling between observation and observed. Bubbles supply the specific market case where the reflexive coupling between expectations and valuations overshoots fundamentals and then collapses; without the reflexive loop, the detachment from fundamentals would not be self-reinforcing."
   },
   {
    "child": "speculative_bubble",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A speculative bubble is the specific shape feedback takes when valuation and expectation of future rises form a self-reinforcing loop that overshoots and collapses.",
    "reason": "A speculative bubble is the positive-feedback particularization of feedback applied to asset valuation: rising prices feed expectations of further rises, which drive more buying, which drives prices higher still, until the loop exhausts its inflow and reverses sharply. Where feedback names the closure of a loop between system output and subsequent input generally, the bubble fixes the variable (price), the sign (reinforcing), the medium (collective expectation), and the characteristic boom-then-bust signature of an overshoot-and-collapse trajectory."
   }
  ],
  "speech_act_theory_illocution_perlocution": [
   {
    "child": "speech_act_theory_illocution_perlocution",
    "parent": "performativity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Speech act theory is the specific shape performativity takes when an utterance's illocutionary force constitutes the social fact it names.",
    "reason": "Speech act theory is the structurally-particularized form performativity takes in the linguistic-utterance case: the locutionary act delivers form, the illocutionary act carries conventional force that brings the named state into being under felicity conditions, and the perlocutionary act tracks downstream effects. It inherits performativity's commitment that the act and the fact are co-created in one move, particularized to the three-layer analysis of how speech does things rather than describes them."
   }
  ],
  "spinodal_decomposition": [
   {
    "child": "spinodal_decomposition",
    "parent": "instability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Spinodal decomposition is the barrier-less instability case: a homogeneous state with negative local-stability curvature amplifies ambient fluctuations rather than damping them \u2014 a specialization of instability (perturbations grow).",
    "reason": "Spinodal decomposition is the barrier-less instability case: a homogeneous state with negative local-stability curvature amplifies ambient fluctuations rather than damping them \u2014 a specialization of instability (perturbations grow). Instability supplies the genus: Amplifies perturbations. Spinodal Decomposition preserves that general structure while adding its differentia: A uniform state spontaneously separates into distinct phases because it is itself unstable, so ambient fluctuations are amplified rather than damped, producing a characteristic-wavelength pattern without any barrier or nucleus. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "spinodal_decomposition",
    "parent": "symmetry_breaking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A uniform (symmetric) state spontaneously separates into distinct phases at a characteristic wavelength \u2014 barrier-less symmetry breaking.",
    "reason": "A uniform (symmetric) state spontaneously separates into distinct phases at a characteristic wavelength \u2014 barrier-less symmetry breaking. Symmetry Breaking supplies the genus: Loss of symmetry creates structure. Spinodal Decomposition preserves that general structure while adding its differentia: A uniform state spontaneously separates into distinct phases because it is itself unstable, so ambient fluctuations are amplified rather than damped, producing a characteristic-wavelength pattern without any barrier or nucleus. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "spiral_of_silence": [
   {
    "child": "spiral_of_silence",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence presupposes the positive feedback loop through which visible suppression changes perceived opinion climate and induces further suppression.",
    "reason": "Each round of silence makes one side look less prevalent, which raises the perceived cost of expressing that side and produces more silence. Without this recursive return from public expression to later expression choices, isolated preference falsification would not become a population-level spiral."
   },
   {
    "child": "spiral_of_silence",
    "parent": "preference_falsification",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence contains preference-falsifying suppression choices as the individual acts aggregated and amplified by its climate-perception feedback loop.",
    "reason": "Preference Falsification is the individual expressive act under asymmetric cost; Spiral of Silence is the population-level feedback dynamic that aggregates those acts, feeds the distorted visible distribution back into perceived climate, and amplifies further suppression. The acts are internal constituents of the loop, not a genus of the whole dynamic."
   },
   {
    "child": "spiral_of_silence",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence is the temporal-feedback species of Private-Public Preference Divergence in which suppression recursively steepens the apparent majority.",
    "reason": "Every spiral sustains a gap between privately held and publicly expressed opinion, then adds the specific mechanism that the visible gap changes perceived climate and raises the cost of later dissent. Private-Public Preference Divergence can exist as a snapshot or through other mechanisms, so Spiral of Silence is its strict feedback-driven species."
   },
   {
    "child": "spiral_of_silence",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence contains a perceived-minority Threshold below which the expected cost of expression triggers suppression.",
    "reason": "The dynamic requires a boundary at which perceived minority status changes expression behavior. Remove that gating point and the loop loses the suppression trigger that produces its slow build and possible cascade reversal. Threshold is therefore a constituent of the social-opinion whole, while generic thresholds do not contain or depend on Spiral of Silence."
   }
  ],
  "sponsor_vacuum": [
   {
    "child": "sponsor_vacuum",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sponsor Vacuum presupposes Authority, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Authority supplies the prerequisite condition: The recognized, legitimate right to issue binding decisions within a defined scope, distinct from raw coercive force or mere persuasive influence. Sponsor Vacuum operates against that background: A designated decision-resolving role is occupied but disengaged, and its nominal occupancy suppresses the formation of substitute decision channels, so the system loses both the function and its replacement. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "stability_induced_fragility": [
   {
    "child": "stability_induced_fragility",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A positive-feedback loop running through agents/components inside a system (low volatility -> relaxed vigilance -> raised exposure -> more fragility).",
    "reason": "A positive-feedback loop running through agents/components inside a system (low volatility -> relaxed vigilance -> raised exposure -> more fragility). Presupposes feedback. (feedback canonical.). Feedback supplies the prerequisite condition: Outputs influence inputs. Stability-Induced Fragility operates against that background: Prolonged calm endogenously erodes the response capacity that stressors keep exercised. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "stack": [
   {
    "child": "stack",
    "parent": "order",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stack is the LIFO species of order, adding strict nesting and last-opened-first-closed precedence.",
    "reason": "Stack is a specialized ordering discipline in which entries form a strict nesting relation and the most recently opened item must be the next one closed; removing that differentia leaves the more general ordering relation."
   }
  ],
  "stage_gate_process": [
   {
    "child": "stage_gate_process",
    "parent": "sequencing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stage-gate is a sequence of precedence-ordered, evidence-conditional stages with escalating commitment \u2014 a specialization of sequencing (deliberate ordering of steps under precedence).",
    "reason": "Stage-gate is a sequence of precedence-ordered, evidence-conditional stages with escalating commitment \u2014 a specialization of sequencing (deliberate ordering of steps under precedence). The gate-decision chain is the load-bearing structure; sequencing is the genus."
   }
  ],
  "stakeholder_analysis": [
   {
    "child": "stakeholder_analysis",
    "parent": "classification",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stakeholder analysis is the specific shape classification takes when applied to parties with a legitimate interest in a decision or project.",
    "reason": "Classification is the deliberate process of assigning entities to discrete categories according to explicit rules. Stakeholder analysis is the particular shape this operation takes when the entities are parties with a stake in a decision and the categories sort them by interest, power, legitimacy, urgency, or relationship to the outcome. It is a structurally-particularized instance of classification whose specific machinery is enumeration of parties, criteria for sorting them into bins (high-power high-interest, low-power high-interest, etc.), and a management plan keyed to the resulting category structure."
   },
   {
    "child": "stakeholder_analysis",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stakeholder analysis presupposes boundary because identifying who has a legitimate interest requires deciding who is inside the system of consequence and who is outside.",
    "reason": "Stakeholder analysis enumerates parties with legitimate interest, exposure, or claim, which structurally requires drawing a boundary between those inside the system of consequence and those outside it. Without the boundary prime's machinery \u2014 demarcation between an entity and its outside, with attendant flows and accountability \u2014 there would be no principled basis for the inclusion-exclusion decision that determines who counts as a stakeholder. The boundary structure is what makes stakeholder identification a determinate analytic operation rather than an open-ended listing."
   }
  ],
  "starvation": [
   {
    "child": "starvation",
    "parent": "interference_and_contention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Starvation is 'a particular liveness outcome that contention can produce' \u2014 a failure mode of contention under a locally-rational priority rule.",
    "reason": "Starvation is 'a particular liveness outcome that contention can produce' \u2014 a failure mode of contention under a locally-rational priority rule. It presupposes contention; contention is the general condition, starvation the specific liveness violation. Interference and Contention supplies the prerequisite condition: Competing demands for shared bottleneck degrade throughput. Starvation operates against that background: A participant who is eligible and in the queue is perpetually denied service, not by exclusion but because a locally rational priority rule always picks someone else. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "stasis": [
   {
    "child": "stasis",
    "parent": "framing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stasis shares framing's meta-level character but ADDS what framing lacks \u2014 a specific small ORDERED typology of question-kinds (conjecture, definition, quality, jurisdiction) with a logical priority.",
    "reason": "Stasis shares framing's meta-level character but ADDS what framing lacks \u2014 a specific small ORDERED typology of question-kinds (conjecture, definition, quality, jurisdiction) with a logical priority. It decomposes 'partly into framing'; framing is the broad genus, stasis the typed-disagreement species. NOTE this is the rhetoric prime (locate the KIND of question in a dispute), not stillness/equilibrium. Framing supplies the genus: Presentation shapes perception. Stasis preserves that general structure while adding its differentia: Locate the kind of question at issue in a dispute\u2014did it happen, what is it, was it justified, whose call is it\u2014before contesting the substance, since disputants who seem to disagree about the answer are often disagreeing about the question. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "state_and_state_transition": [
   {
    "child": "state_and_state_transition",
    "parent": "phase_space",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A state-and-transition model contains a phase or state space specifying the possible states over which its transition relation operates.",
    "reason": "Remove the set of admissible system states and the transition relation loses its domain and codomain: there is no defined condition from which the system can move or to which it can arrive. Phase Space is the whole possibility set contained in the larger state-plus-transition model."
   }
  ],
  "stated_preference": [
   {
    "child": "stated_preference",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stated Preference presupposes an underlying preference because the solicited report is evidence about an ordering, not the ordering itself.",
    "reason": "A stated-preference instrument asks an agent to report which outcomes, actions, or bundles it favors. Without Preference as the latent evaluative ordering, there is nothing for the answer to represent or for the analyst to infer. Stated Preference adds an access method and its distortions; it is not the underlying valuation."
   },
   {
    "child": "stated_preference",
    "parent": "elicitation_channel_contribution",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "A stated-preference estimate usually contains a systematic contribution from the question, prompt, scale, or protocol through which the report was elicited.",
    "reason": "Wording, response options, ordering, incentives, and interviewer or prompt context can shape the recorded report even when the latent valuation is unchanged. This contribution is typical rather than strict because a carefully controlled channel can approximate a transparent readout and channel sensitivity is not part of every formal definition of stated preference."
   }
  ],
  "stated_revealed_preference_gap": [
   {
    "child": "stated_revealed_preference_gap",
    "parent": "stated_preference",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains the report-based estimate whose output is compared with behavior under a real choice opportunity.",
    "reason": "One side of the identity must be an ordering inferred from what the agent says when asked. Remove Stated Preference and only behavior remains, so there is no report-versus-choice mismatch to measure."
   },
   {
    "child": "stated_revealed_preference_gap",
    "parent": "revealed_preference",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains the choice-based estimate inferred from what the agent does when alternatives and consequences are present.",
    "reason": "The second side must be an ordering inferred from observed choice under a documented menu and cost structure. Remove Revealed Preference and only a report remains, so the defining two-channel divergence disappears."
   },
   {
    "child": "stated_revealed_preference_gap",
    "parent": "comparison",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains a comparison that aligns the stated and revealed estimates over the same focal alternatives and reads off their systematic divergence.",
    "reason": "Two outputs become a gap only after they are placed in a shared frame and their ordering, magnitude, or action implications are compared. Without that alignment the records can differ in content without supporting a meaningful stated-versus-revealed discrepancy."
   }
  ],
  "stationarity": [
   {
    "child": "stationarity",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stationarity presupposes time because its claim is precisely that statistical characteristics remain invariant across translations along the temporal dimension.",
    "reason": "Stationarity presupposes time because its content is a time-translation invariance claim: the statistical generating rules of the process are the same at t as at t+\u03c4. Without time's structural commitment \u2014 an ordered dimension along which events succeed, with measurable duration \u2014 there would be no axis along which to assert translation invariance. The notion that distributions \"do not drift\" is precisely a statement about constancy under shifts in the temporal coordinate."
   },
   {
    "child": "stationarity",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stationarity presupposes probability because the invariance claim is about the joint distribution of the process under temporal translation.",
    "reason": "Stationarity presupposes probability because the invariance being asserted concerns the joint distribution of the stochastic process \u2014 mean, variance, autocorrelation, higher moments \u2014 and these are objects within Kolmogorov's measure-theoretic framework. Without probability's coherence apparatus quantifying uncertainty over sample spaces, there would be no distribution whose invariance under time-shift could be claimed. Strict, wide-sense, and cyclostationary variants are all probabilistic-invariance specifications."
   },
   {
    "child": "stationarity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stationarity is a specialization of invariance whose preserved feature is a process's statistical distribution under time (or spatial) translation.",
    "reason": "Stationarity is a specialization of invariance. Specifically, it names the case in which the family of transformations is time-translation (or spatial shifts) and the preserved feature is the statistical structure of the stochastic process -- mean, variance, autocorrelation, higher moments. Like every invariance claim, it commits jointly to what is preserved and under which operations; stationarity is the subclass where individual realizations fluctuate but the generating distribution remains shift-invariant within the asserted window."
   }
  ],
  "statistical_independence": [
   {
    "child": "statistical_independence",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Independence presupposes Probability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Statistical Independence operates against that background: Learning one variable gives no information about another; the joint distribution factors. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "statistical_inference": [
   {
    "child": "statistical_inference",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Inference presupposes Probability: drawing conclusions from samples requires modeling sample variability as a probability distribution.",
    "reason": "Statistical inference treats observed data as one realization from a probability distribution over possible samples and uses that distribution to draw conclusions about underlying parameters, mechanisms, or future outcomes. Without Probability \u2014 calibrated numerical measures obeying additivity, normalization, and conditioning \u2014 there is no sampling distribution to reason from and no coherent way to combine evidence. Inference presupposes probability as the formal substrate on which sampling variability and likelihood calculations are defined."
   },
   {
    "child": "statistical_inference",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Inference presupposes Uncertainty: the whole apparatus exists to draw conclusions despite incomplete and sample-limited knowledge.",
    "reason": "Statistical inference is the reasoning by which finite-sample observations support claims about populations or mechanisms, with explicit accounting for sampling variability and model assumptions. The apparatus is meaningful only because the conclusions are not deterministic: aleatoric noise, epistemic ignorance, and finite data leave irreducible gaps. Inference presupposes Uncertainty as its operating condition \u2014 its central tools, from confidence intervals to posterior distributions, are explicit characterizations of what remains unknown after the data are in."
   },
   {
    "child": "statistical_inference",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Statistical inference is a specialization of inductive reasoning that draws population-level claims from sample evidence with quantified uncertainty.",
    "reason": "Statistical inference is a specialization of inductive reasoning. Specifically, it instantiates the from-specific-observations-to-broader-generalizations pattern with explicit probability modeling: a sample is treated as one draw from a distribution and the inference moves from observed cases to claims about parameters, mechanisms, or future outcomes. Like every inductive inference, the conclusion exceeds the premises and retains characteristic uncertainty; statistical inference is the subclass where that uncertainty is calibrated through frequentist or Bayesian probability machinery rather than left as informal support strength."
   }
  ],
  "statistical_power": [
   {
    "child": "statistical_power",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical power presupposes experimental design because its computation requires the pre-specified architecture of treatment assignment, sample size, and outcome measurement.",
    "reason": "Statistical power presupposes experimental design because the quantities binding power \u2014 effect size, sample size, significance level, variability \u2014 are all set by the design choices that allocate units to treatments, specify outcome measurement, and control noise. It inherits experimental design's commitment to principled architecture for causal inference under constraints, and operates as the diagnostic that asks whether the design is adequately sized to detect a true effect. Power analysis is design's planning tool."
   },
   {
    "child": "statistical_power",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical power presupposes probability because it is a calibrated probability quantifying correct rejection of a false null.",
    "reason": "Statistical power presupposes probability because power = P(reject H0 | H1 true) is itself a probability assignment over decision outcomes governed by Kolmogorov's coherence rules. The four quantities binding power -- effect size, sample size, significance level, variability -- enter through the sampling distribution of the test statistic, which is a probability object. Without probability's apparatus for combining, conditioning, and normalizing degrees of belief or frequency, the Type I and Type II error rates and their trade-off have no formal home; power is conditional probability deployed in a decision frame. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Statistical Power operates against that background: Probability of detecting effect. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "statistical_significance_p_value": [
   {
    "child": "statistical_significance_p_value",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Significance presupposes Probability: a p-value is the tail probability of a test statistic under an assumed null model.",
    "reason": "Statistical significance summarizes evidence against a null hypothesis as a p-value: the probability, computed under the assumed null model, of a test statistic at least as extreme as the one observed. That number has no meaning without Probability as the calibrated apparatus that assigns measures to events under a stipulated distribution and obeys Kolmogorov's coherence rules. Significance testing presupposes probability as the substrate on which the tail-probability calculation and its interpretation rest."
   },
   {
    "child": "statistical_significance_p_value",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Statistical significance is a specialization of statistical inference that summarizes sample-data incompatibility with a null via a tail probability.",
    "reason": "Statistical significance is a specialization of statistical inference focused on one specific reasoning move: quantifying how incompatible observed data are with a stated null hypothesis by computing the tail probability of a test statistic under that null. It inherits the general inferential commitment of reasoning from sample to population while explicitly accounting for sampling variability, and specializes by fixing the reference distribution to the null and reading the result as evidence-against. The p-value is one concrete output of the inferential apparatus, not a separate kind of reasoning."
   },
   {
    "child": "statistical_significance_p_value",
    "parent": "hypothesis_testing_null_vs_alternative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical significance presupposes hypothesis testing because the p-value is read as evidence-against only within a pre-specified null/alternative testing frame.",
    "reason": "Statistical significance presupposes hypothesis testing because the p-value's interpretation as evidence against a null requires the structured testing apparatus: a stated null, a chosen test statistic with known null distribution, and a pre-specified threshold that turns the continuous tail probability into a reject/retain verdict. Without the prior framing of inference as a contest between null and alternative under controlled error rates, the tail probability is a number with no decision-theoretic anchor. Hypothesis testing supplies the frame that makes significance actionable."
   }
  ],
  "steep_pestle_analysis": [
   {
    "child": "steep_pestle_analysis",
    "parent": "environmental_scanning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "STEEP/PESTLE Analysis is a specialization of environmental scanning that organizes external-factor monitoring into a fixed category schema.",
    "reason": "STEEP/PESTLE Analysis is a kind of environmental scanning specialized by a particular category schema: it organizes the external-factor space into Social, Technological, Economic, Environmental, Political, and Legal (sometimes Ethical) dimensions to ensure scanning coverage across each. It inherits environmental scanning's commitment to deliberate, continuing, structured monitoring of external factors for strategic relevance, and supplies the specific schema that counters organizational tendencies to systematically underweight some factor categories \u2014 typically environmental, ethical, or social \u2014 relative to economic and technological."
   }
  ],
  "stereotyping": [
   {
    "child": "stereotyping",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stereotyping is a specialization of heuristic in which a category cue triggers a prototype expectation projected onto an individual without detailed assessment.",
    "reason": "Stereotyping is a kind of heuristic specialized to social perception: the agent observes a category cue, activates an associated prototype, and projects that expectation onto an individual without individualized assessment. It inherits heuristic's commitment to a simplified rule trading accuracy for speed with utility measured by ecological fit, and supplies the specific case where the inference task is social judgment, the surrogate rule is category-to-prototype activation, and the characteristic error is the systematic suppression of individual variation in favor of categorical archetypes."
   },
   {
    "child": "stereotyping",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stereotyping presupposes classification because applying generalized category beliefs requires that categories already sort people into kinds.",
    "reason": "Stereotyping is the cognitive process of applying generalized category beliefs to individual members of a category, projecting an associated prototype without detailed assessment. That projection presupposes the prior classificatory work that produces the categories themselves: the agent must already sort the social world into race, gender, age, occupation bins before any stereotype can be activated. Classification supplies the deliberate category-assignment apparatus on which stereotyping then operates by attaching content-rich expectations to category membership and projecting them onto individuals."
   }
  ],
  "stock_disabled_control": [
   {
    "child": "stock_disabled_control",
    "parent": "regime_change",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stock Disabled Control is a specialization of Regime Change, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Regime Change supplies the genus: A discontinuous flip of a system from one stable operating regime to a qualitatively different one, where the same inputs produce fundamentally different responses on either side of a feedback-driven threshold. Stock Disabled Control preserves that general structure while adding its differentia: A flow lever stops working when a shock pushes the system's stock variable outside the range where flow-margin nudges propagate; pulling harder fails until the stock is repaired. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "stovepipe_system": [
   {
    "child": "stovepipe_system",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Stovepipe System presupposes Decomposition into parallel verticals; the pathology is that shared concerns are duplicated and no horizontal recomposition layer exists.",
    "reason": "A Stovepipe System cannot exist until a larger capability has been divided into separately owned or implemented vertical stacks. It adds a particular defective decomposition: cross-cutting concerns are reimplemented inside each vertical, interfaces and horizontal services are absent, and system-level recomposition pays a super-linear integration tax. Modularity is not the genus because its live identity requires defined shared interfaces that the stovepipe constitutively lacks."
   }
  ],
  "strategic_complementarity": [
   {
    "child": "strategic_complementarity",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Strategic Complementarity typically presupposes Game-Theoretic Strategy, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Game-Theoretic Strategy supplies the prerequisite condition: Strategic interaction analysis. Strategic Complementarity operates against that background: One actor's action raises the marginal benefit of others taking the same action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "strategic_substitute": [
   {
    "child": "strategic_substitute",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A submodular-payoff / downward-sloping-best-response property of an interdependent-payoff game; presupposes the strategic-interaction apparatus.",
    "reason": "A submodular-payoff / downward-sloping-best-response property of an interdependent-payoff game; presupposes the strategic-interaction apparatus. Sign-flipped twin of strategic_complementarity, graded as a matched pair. Game-Theoretic Strategy supplies the prerequisite condition: Strategic interaction analysis. Strategic Substitute operates against that background: One actor's action lowers the marginal benefit of others taking the same action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "stratification": [
   {
    "child": "stratification",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stratification is a specialization of layering in which the layers are formed by geological or material deposition processes producing horizontal strata.",
    "reason": "Stratification is a specialization of layering in which the layers are physical strata produced by sequential deposition, accumulation, or differentiation of materials \u2014 sedimentary beds, atmospheric layers, social strata, organizational tiers ordered by some ranking variable. It inherits layering's general structure of horizontal levels each providing a defined scope while resting on the levels below, and specializes by fixing the formation mechanism to layered deposition or ranked ordering along a vertical axis. The resulting structure supports analysis by stratum: each layer has internal coherence and bounded interfaces with the layers above and below."
   }
  ],
  "streetlight_effect": [
   {
    "child": "streetlight_effect",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Streetlight Effect is Bias specialized to search allocation systematically displaced toward observable regions rather than relevance-weighted ones.",
    "reason": "It retains a repeatable directional distortion in a process and fixes the process to search or inquiry: accessibility lowers the cost of inspecting one region, causing effort to concentrate there even when the answer is likelier elsewhere."
   },
   {
    "child": "streetlight_effect",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The Streetlight Effect presupposes Search and Retrieval because the distortion is defined over where a query, investigation, or diagnostic search allocates effort.",
    "reason": "Without a sought object, a search space, and some traversal or evidence acquisition process, there is no allocation that observability can bias. Search and Retrieval supplies that process; the child adds a systematic cost-driven mismatch between the region searched and the region relevant."
   }
  ],
  "streisand_effect": [
   {
    "child": "streisand_effect",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The Streisand effect contains a reinforcing loop in which visible suppression generates attention that further increases the suppressed information's reach.",
    "reason": "The control action becomes a new signal, audience response republishes both signal and target, and the growing visibility recruits still more response; without that return path there is only a failed removal attempt."
   }
  ],
  "stress_rupture": [
   {
    "child": "stress_rupture",
    "parent": "criticality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stress and rupture presupposes criticality because the sudden catastrophic release after invisible accumulation is the system crossing a critical threshold.",
    "reason": "Stress and rupture describes accumulated strain in an apparently stable system that releases suddenly when latent load exceeds a rupture threshold, reorganizing into a new equilibrium. This presupposes criticality: the state poised at a phase boundary where qualitatively distinct regimes meet and response becomes unbounded. The rupture moment is the system crossing the critical point at which the prior regime's stability evaporates and a phase-transition-style reorganization occurs. Without criticality's framework of regime boundaries and divergent susceptibility, the long-invisible-then-sudden signature of rupture has no structural basis."
   },
   {
    "child": "stress_rupture",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stress and rupture is a kind of state transition in which accumulated internal strain triggers a sudden jump from one equilibrium regime to another.",
    "reason": "Stress and rupture is a specialization of state-and-state-transition: the system occupies an apparently stable state while a hidden variable (accumulated stress) drifts toward a threshold, at which point a triggered transition jumps it discontinuously to a new equilibrium. It inherits the state-transition framework's apparatus \u2014 state space, transition relation, triggers, outputs \u2014 and particularizes it to the threshold-crossing case where the transition is concentrated in time despite long latent accumulation."
   }
  ],
  "stressor_induced_adaptation": [
   {
    "child": "stressor_induced_adaptation",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation is a kind of adaptive capacity: controlled strain now builds the latent reserve that supports robust function later.",
    "reason": "Stressor-induced adaptation describes the inverted relationship in which controlled bouts of difficulty degrade immediate performance while building durable structural strength that becomes available against future demands. That is the construction of latent reserve \u2014 slack, flexibility, learned response \u2014 that defines Adaptive Capacity. Stressor-induced adaptation specializes adaptive capacity by naming the mechanism: applied strain triggers compensatory build-up, growing the reorganization reserve available for disturbances beyond current scope."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation presupposes Feedback: applied strain must be sensed and routed back into the system to drive compensatory build-up.",
    "reason": "Stressor-induced adaptation requires the system to detect strain, route that signal back into its own reconfiguration, and grow capacity in proportion to repeated load. Without that loop the strain merely degrades function rather than building lasting strength. Feedback \u2014 output routed back to influence subsequent input \u2014 supplies the structural arrangement that converts current stress into future capacity. Stressor-induced adaptation presupposes feedback as the mechanism by which strain becomes a build signal rather than damage."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stressor-induced adaptation is a specialization of adaptation in which controlled difficulty degrades short-run performance while building long-run capacity.",
    "reason": "Stressor-induced adaptation is a specialization of adaptation. The general adaptation pattern is structural modification in response to sustained environmental change, preserving or improving fit. The stressor-induced variant specifies that the modifying input is bounded strain \u2014 desirable difficulties in learning, hormesis in toxicology, progressive overload in exercise \u2014 and that the characteristic signature is inverted short-run versus long-run outcomes. The same internal-modification logic of adaptation applies, with controlled stress as the specific trigger and durable strength as the specific gain."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "capacity_recovery_interval",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation contains a Capacity-Recovery Interval because the post-stress low-load period is where the compensatory response consolidates into durable capacity.",
    "reason": "Remove the interval after the stress dose during which load is reduced and compensatory capacity is built. The dose is then paid without durable adaptive gain, so the stressor-to-stronger-state trajectory loses an identity-constitutive stage."
   }
  ],
  "structural_filtering": [
   {
    "child": "structural_filtering",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Structural filtering is selection specialized to several parallel institutional pressures whose intersection shapes surviving output without requiring a focal discretionary gatekeeper.",
    "reason": "Structural Filtering inherits Selection's input stream, passage conditions, differential survival, and compositionally changed output. It adds several parallel institutional filters whose intersection predicts the surviving content even when individual producers are sincere and interchangeable. That makes it a sibling of Gatekeeping under Selection: Gatekeeping requires a focal discretionary arbiter at a choke point, while Structural Filtering explains selection precisely where no such arbiter is load-bearing."
   }
  ],
  "structural_violence": [
   {
    "child": "structural_violence",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Structural violence is a kind of asymmetry in which social arrangements systematically privilege some populations over others in harm distribution.",
    "reason": "Structural violence is a specialization of asymmetry: the relation between populations and the institutional arrangements that condition their life chances fails the swap-test \u2014 exchanging populations changes who suffers premature mortality, restricted potential, and unmet need. It inherits asymmetry's structural commitment to directed imbalance in which one side is privileged or more endowed than another, particularized to the institutional-harm case where the asymmetry is structural rather than acute and the gap is between potential and actual."
   },
   {
    "child": "structural_violence",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Structural violence presupposes constraint because the harm it names is produced by social arrangements that systematically restrict admissible life-courses.",
    "reason": "Structural violence diagnoses systematic harm produced by social arrangements \u2014 legal, economic, spatial \u2014 that restrict certain populations' ability to meet basic needs even when material capacity exists. The harm is constituted by the gap between potential and actual, and that gap is generated by binding restrictions on admissible configurations of life-course, access, and resource flow. Constraint supplies the structural object: a condition that prunes the feasible set independent of merit. Structural violence is constraint with a specific source (social arrangement) and a specific consequence (avoidable population-level harm)."
   }
  ],
  "sublime": [
   {
    "child": "sublime",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The sublime presupposes scale because its aesthetic response is triggered by an encounter with magnitudes that transgress ordinary perceptual limits.",
    "reason": "The sublime presupposes scale because its defining trigger is an encounter with magnitudes, immense scale, overwhelming power, or unbounded complexity, that exceed ordinary perceptual and cognitive limits. Scale supplies the general apparatus by which size, resolution, and level of aggregation become first-class objects of reasoning, including the recognition that the system at one scale may be qualitatively different from the system at another. The sublime is the aesthetic response that registers when the encountered magnitude crosses into a regime where ordinary scaling intuitions fail."
   }
  ],
  "substitutability": [
   {
    "child": "substitutability",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Substitutability is a specialization of compatibility focused on the symmetric case where one entity can replace another while preserving system function.",
    "reason": "Substitutability is a specialization of compatibility in which the relational property is read in its replacement direction: not just that two entities can coexist or interoperate, but that one can take the other's place in a system without functional degradation. It inherits the general compatibility commitment that two entities can interact without breakage when their signatures align, and specializes by tightening the alignment to behavioral subtyping: every property required of the original must remain true of the replacement, so the system's critical functions are invariant under substitution."
   },
   {
    "child": "substitutability",
    "parent": "abstract_data_type",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Substitutability is the consequence/dividend the ADT apparatus produces and disciplines ('Substitutability names the dividend; the ADT names the whole machine that pays it').",
    "reason": "Substitutability is the consequence/dividend the ADT apparatus produces and disciplines ('Substitutability names the dividend; the ADT names the whole machine that pays it'). After the systems_cybernetics frame is stripped away, the retained structural roles are those of Abstract Data Type: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. Substitutability adds the local frame and commitments expressed in its identity: One component replaces another without functional degradation. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "substitutability",
    "parent": "containerization",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "'Substitutability is one consequence of containerization (any handler takes any conforming unit), not the pattern.",
    "reason": "'Substitutability is one consequence of containerization (any handler takes any conforming unit), not the pattern. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Containerization: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. Substitutability adds the local frame and commitments expressed in its identity: One component replaces another without functional degradation. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "substitutability",
    "parent": "modularity",
    "type": "composition",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Substitutability presupposes the stable, well-defined module interfaces modularity provides \u2014 swap one component for another behind the interface.",
    "reason": "Substitutability presupposes the stable, well-defined module interfaces modularity provides \u2014 swap one component for another behind the interface. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Substitutability operates against that background: One component replaces another without functional degradation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "substrate_cued_behavior_recruitment": [
   {
    "child": "substrate_cued_behavior_recruitment",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Recruitment is built directly on affordances \u2014 'the affordance is the pre-existing perception-to-action link the prime's third role names; recruitment is what a designer does with it.' Affordance is the descriptive capacity; recruitment deliberately engages it to elicit a chosen behavior.",
    "reason": "Recruitment is built directly on affordances \u2014 'the affordance is the pre-existing perception-to-action link the prime's third role names; recruitment is what a designer does with it.' Affordance is the descriptive capacity; recruitment deliberately engages it to elicit a chosen behavior. Presupposes affordance (the engaged link). Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Substrate-Cued Behavior Recruitment operates against that background: Modifying a substrate so that perceiving it elicits a target behavior without explicit instruction. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "substrate_induced_boundary_dissolution": [
   {
    "child": "substrate_induced_boundary_dissolution",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Substrate-induced boundary dissolution is a transformation whose invariant is the carried function or content and whose alteration is the partition among carrier-defined kinds.",
    "reason": "The process maps a system organized around separate carriers into one where the same functions can be represented or executed on a common substrate. Functions may persist while the taxonomy and dependencies around their old carriers change, making this a strict carrier-partition transformation."
   },
   {
    "child": "substrate_induced_boundary_dissolution",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The boundary whose operational support disappears is an internal constituent of substrate-induced boundary dissolution.",
    "reason": "The pattern cannot be identified from adoption of a shared substrate alone. It requires a prior demarcation maintained by carrier differences and a demonstrable weakening of that demarcation once the differences cease to bind."
   }
  ],
  "summary_substance_divergence": [
   {
    "child": "summary_substance_divergence",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Summary Substance Divergence is the low-fidelity Proxy\u2013Target Fidelity species in which a high-attention summary stands in for a costly substance surface and independent authorship incentives let the proxy drift.",
    "reason": "The summary surface is the observable, cheaply consumed stand-in from which most readers infer the evidence-bearing substance. The two-author, two-audience incentive split supplies this species' strict differentia: it persistently lowers proxy-target fidelity by letting the surfaces optimize independently. Proxy\u2013Target Fidelity also covers faithful proxies and many failure mechanisms with no bifurcated artifact, so the relation is strict subsumption rather than identity or a generic Representation shortcut."
   }
  ],
  "summative_assessment": [
   {
    "child": "summative_assessment",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Summative assessment is a specific pedagogical practice that evaluates learning at the conclusion of an instructional period to certify achievement.",
    "reason": "Summative assessment is a specialization of pedagogy whose distinctive move is closing the instructional cycle with an evaluation of learning at a defined endpoint \u2014 unit, course, program \u2014 for purposes of certification, grading, accountability, or selection. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific function of producing an external-audience verdict on what was achieved, making the assessment a terminal snapshot rather than a mid-course correction within the instructional process."
   }
  ],
  "sunk_cost_and_irreversible_commitment": [
   {
    "child": "sunk_cost_and_irreversible_commitment",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sunk cost and irreversible commitment presupposes reversibility and irreversibility because the structural difficulty of reversal is what gives sunk costs their behavioral grip.",
    "reason": "Sunk cost and irreversible commitment names the tension between the rational irrelevance of past expenditure and its observed behavioral weight, which presupposes the underlying distinction between actions that can be unwound and actions that cannot. Without the reversibility dimension, there would be no irreversibility to make sunk costs structurally binding and no contrast between the rational forward-looking criterion and the psychological pull of past commitment. The parent prime supplies the substrate on which sunk-cost dynamics operate."
   }
  ],
  "supernormal_stimulus": [
   {
    "child": "supernormal_stimulus",
    "parent": "dose_response_relationship",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A particular pathological region of the dose-response space \u2014 the case where the response curve has NO saturation over the engineered range and the referent is artificially generated beyond anything natural.",
    "reason": "A particular pathological region of the dose-response space \u2014 the case where the response curve has NO saturation over the engineered range and the referent is artificially generated beyond anything natural. A specialization of dose_response_relationship. Dose-Response Relationship supplies the genus: Input-output mapping. Supernormal Stimulus preserves that general structure while adding its differentia: A response circuit calibrated only over a natural cue range, with no built-in ceiling, is hijacked by an engineered referent that exceeds that range and triggers disproportionate response. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "superposition": [
   {
    "child": "superposition",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Superposition presupposes Linear Combination because its coexisting state is represented as a weighted sum of basis states before resolution.",
    "reason": "Every Superposition admitted by this entry holds alternatives in one weighted combined representation. Scaling each basis state by its amplitude or weight and adding the results is exactly Linear Combination. Superposition adds coexistence, interference, basis dependence, normalization, and a collapse or commitment boundary; generic linear combinations such as portfolios and indices need none of those additions."
   }
  ],
  "supersaturation": [
   {
    "child": "supersaturation",
    "parent": "metastability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Supersaturation is the loading face of metastability: an intensive variable held past its equilibrium-permitted level by kinetic isolation, storing release potential.",
    "reason": "Supersaturation is the loading face of metastability: an intensive variable held past its equilibrium-permitted level by kinetic isolation, storing release potential. is a specialization of metastable configuration with an above-equilibrium gap. Metastability supplies the genus: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Supersaturation preserves that general structure while adding its differentia: An intensive variable is driven past its equilibrium-permitted level and held there by kinetic isolation, storing release potential whose eventual discharge is sized by the accumulated gap, not by the trigger. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "supersession": [
   {
    "child": "supersession",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing succession vocabulary leaves a directed relation whose two sides cannot be swapped: forward displacement is licensed and reversal is not.",
    "reason": "Time asymmetry is one of three identity commitments of Supersession. A successor can displace a predecessor without the predecessor displacing the successor; swapping the relata changes the truth and the permitted action. Role continuity and explicit displacement are the additional supersession-specific structure."
   },
   {
    "child": "supersession",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Supersession is a Relation specialized by predecessor, successor, shared role, explicit displacement, and a fixed temporal direction.",
    "reason": "Membership is decidable over an ordered pair in a role context and supports inverse lookup. The child adds role continuity, one-way loss of operative standing, preservation of the former occupant for history, and migration."
   }
  ],
  "surjectivity": [
   {
    "child": "surjectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Surjectivity is a Function Mapping specialized by the no-gap requirement that every element of the declared codomain is reached by at least one input.",
    "reason": "Both have a declared domain, codomain, and single-valued assignment. Surjectivity adds the strict differentia that the mapping's image equals its codomain, so every target has a preimage and none is orphaned. General Function Mappings may leave part of the codomain unhit, making this a strict taxonomic specialization."
   }
  ],
  "suspension": [
   {
    "child": "suspension",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Suspension is a specific three-phase state trajectory (prepared-consonant -> dissonant-held -> resolved) of a held element against a changed context \u2014 a specialization of state_and_state_transition.",
    "reason": "Suspension is a specific three-phase state trajectory (prepared-consonant -> dissonant-held -> resolved) of a held element against a changed context \u2014 a specialization of state_and_state_transition. Low-medium: the prime has no clean is-a; this is the loosest defensible genus."
   }
  ],
  "swiss_cheese_model": [
   {
    "child": "swiss_cheese_model",
    "parent": "redundancy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The Swiss cheese model is 'redundancy WITH the independence assumption made explicit and challenged' \u2014 it foregrounds the hole-correlation structure redundancy buries.",
    "reason": "The Swiss cheese model is 'redundancy WITH the independence assumption made explicit and challenged' \u2014 it foregrounds the hole-correlation structure redundancy buries. Presupposes stacked redundant layers; adds the decisive decorrelation variable. (defense_in_depth is the slogan it sharpens.). Redundancy supplies the prerequisite condition: Duplicate critical components. Swiss Cheese Model (Layered Defense with Aligning Holes) operates against that background: Catastrophe occurs only when a hazard finds a trajectory through a hole in every serial defensive layer at once, so the key variable is the correlation of holes across layers. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "swiss_cheese_model",
    "parent": "defense_in_depth",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Swiss cheese model is a specific named instantiation of defense-in-depth's serial-imperfect-layers structure with hole-correlation framing.",
    "reason": "Swiss cheese model is a specific named instantiation of defense-in-depth's serial-imperfect-layers structure with hole-correlation framing. Defense In Depth supplies the genus: Stacking multiple independent protective layers between threat and asset so that only a correlated breach across all layers produces total loss. Swiss Cheese Model (Layered Defense with Aligning Holes) preserves that general structure while adding its differentia: Catastrophe occurs only when a hazard finds a trajectory through a hole in every serial defensive layer at once, so the key variable is the correlation of holes across layers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "swiss_cheese_model",
    "parent": "conjunctive_path_activation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Swiss-cheese model is conjunctive path activation specialized to a hazard crossing serial defensive layers only when a hole in every layer aligns, with cross-layer hole correlation as the governing variable.",
    "reason": "Every Swiss-cheese failure is an AND across state-conditional path edges: the route exists topologically, each layer normally blocks it, and catastrophe occurs only when all corresponding holes conduct together. The child narrows the genus to deliberately defensive layers, hazard penetration, latent/active holes, and the independence-versus-common-cause arithmetic that determines the value of additional layers."
   }
  ],
  "switching_cost": [
   {
    "child": "switching_cost",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Isolates the specific PER-TRANSITION overhead (unload/load/cold-start/residual-interference) of moving between stateful modes \u2014 a cost component presupposing a multi-mode stateful system that state_and_state_transition supplies.",
    "reason": "Isolates the specific PER-TRANSITION overhead (unload/load/cold-start/residual-interference) of moving between stateful modes \u2014 a cost component presupposing a multi-mode stateful system that state_and_state_transition supplies. NOTE: this is the COGNITIVE/systems per-transition-overhead prime, not the economic asset-specificity sense in the cross-batch note. State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Switching Cost operates against that background: Moving between stateful modes incurs a per-transition overhead \u2014 unload, load, cold-start, residual interference \u2014 that is structurally distinct from steady-state cost and dominates under frequent switching. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "symbolic_boundaries": [
   {
    "child": "symbolic_boundaries",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symbolic boundaries is a specialization of boundary; the demarcation is a conceptual cultural distinction rather than a physical or legal partition.",
    "reason": "Boundary is the conceptual structure marking the demarcation between an entity and what is outside it, governing flows, membership, and inclusion. Symbolic boundaries is the specific case where the demarcation is conceptual rather than physical or formal-legal: cultural distinctions deployed by social actors to sort the social field into kinds (insider/outsider, sacred/profane, authentic/fake) without physical partitioning, yet with substantial material consequences for inclusion and status. It inherits boundary's demarcation-and-permeability structure and adds the specification that the demarcation criterion is culturally encoded classification."
   }
  ],
  "symbolic_representation": [
   {
    "child": "symbolic_representation",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symbolic representation is a specific kind of representation in which the sign-meaning correspondence is established by collective convention.",
    "reason": "Symbolic representation is a specialization of representation. The general pattern maps target onto medium under a stated convention so operations on the medium correspond to operations on the target. Symbolic representation instantiates this with the convention being collective and arbitrary rather than grounded in resemblance (iconic) or causal connection (indexical), as Peirce's tripartite typology identifies. The word, digit, or banknote refers by sustained communal commitment alone, making symbolic representation the structurally-particularized instance of representation where the mapping is conventionalized in shared use."
   }
  ],
  "symmetric_response_to_asymmetric_state": [
   {
    "child": "symmetric_response_to_asymmetric_state",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Input-to-consequence \u2014 the prime PRESUPPOSES an asymmetric state but adds a symmetric procedure, an axis misalignment, and a level-non-transitivity invariant.",
    "reason": "Input-to-consequence \u2014 the prime PRESUPPOSES an asymmetric state but adds a symmetric procedure, an axis misalignment, and a level-non-transitivity invariant. asymmetry is the input condition, not the pattern. Presupposes asymmetry. Asymmetry supplies the prerequisite condition: Directed imbalance in a relation whose two sides are not interchangeable under swap. Symmetric Response to Asymmetric State operates against that background: Equal treatment of an unequal state distorts toward the weaker side. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "symmetry": [
   {
    "child": "symmetry",
    "parent": "asymmetry",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symmetry and asymmetry are interdefinable structural complements \u2014 each is precisely what the other is not under a stated transformation.",
    "reason": "Symmetry and asymmetry are interdefinable complements: symmetry is invariance under a named transformation group (the swap-test passes), while asymmetry is the failure of invariance under the same swap (the swap-test fails). Neither is prior; each is the structural negation of the other relative to a specified operation, and the diagnostic for one is the diagnostic for the other inverted. The framing depends on naming the transformation; once named, the two faces \u2014 preserved vs. not preserved \u2014 exhaust the possibilities. Symmetry is defined as follows: Invariance under transformation. Asymmetry is defined as follows: Directed imbalance in a relation whose two sides are not interchangeable under swap. Each identity supplies a contrast or condition needed to state the other. Making either endpoint foundationally prior would discard that co-definition, so the relation is mutual and remains outside the acyclic directed topology."
   }
  ],
  "symmetry_breaking": [
   {
    "child": "symmetry_breaking",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Symmetry breaking typically presupposes a tipping point because spontaneous selection among degenerate ground states characteristically occurs at a critical threshold.",
    "reason": "Symmetry breaking typically presupposes a tipping point because spontaneous symmetry breaking proceeds through a bifurcation: as a control parameter crosses a critical value, the symmetric state loses stability and the system settles into one of several symmetry-related but distinct ground states. That sharp threshold between regimes, mediated by cooperative alignment, is exactly the tipping-point structure. The typical qualifier reflects that explicit symmetry breaking by an external perturbation does not require crossing a critical bifurcation; only the spontaneous variety strictly invokes the phase-transition mechanism."
   },
   {
    "child": "symmetry_breaking",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Symmetry breaking presupposes symmetry because the phenomenon is precisely the gap between symmetric governing laws and an asymmetric state.",
    "reason": "Symmetry breaking presupposes symmetry because the phenomenon is defined as a system whose governing laws possess a symmetry yet whose actual state does not share it. Without symmetry's prior identification of the transformation group under which the laws are invariant, there is nothing to break: the broken-versus-unbroken distinction requires the symmetric reference, and the degenerate ground states among which the system selects are symmetry-related by the very group whose action is broken at the state level."
   }
  ],
  "synchronic_vs_diachronic_analysis": [
   {
    "child": "synchronic_vs_diachronic_analysis",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Synchronic vs. diachronic analysis presupposes time because the distinction is a methodological choice about whether to hold time fixed or trace it.",
    "reason": "Synchronic vs. diachronic analysis presupposes time because the methodological distinction it draws \u2014 holding time fixed (cross-sectional structure) versus tracing it (evolution over duration) \u2014 is meaningless without time's ordered-succession structure as the dimension to either fix or unfold. It inherits time's commitment to a temporal axis with measurable duration and irreversible direction, particularized to the analytical-frame-choice case where the investigator selects which face of the temporal extent to foreground."
   }
  ],
  "synchronization": [
   {
    "child": "synchronization",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specific kind of recurrence where multiple oscillating processes align so events co-occur with stable phase relations.",
    "reason": "Synchronization is a specialization of recurrence. The general pattern is the property by which an event or value reappears across time, often with predictable spacing. Synchronization instantiates this with multiple oscillating or repeating processes whose individual recurrences become phase-locked to each other or to a common forcing signal; the recurring events are pulled into temporal alignment by local coupling or shared driver. It is recurrence operating across coupled oscillators rather than within a single process, producing the joint reappearance pattern that gives firefly flashing and circadian entrainment their structure."
   },
   {
    "child": "synchronization",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specific kind of equilibrium where phase differences settle into a balanced steady relationship that persists against perturbation.",
    "reason": "Synchronization is a specialization of equilibrium. The general pattern is a balance condition on named quantities in which opposing fluxes cancel and no net change occurs along the balanced dimensions, even when local activity continues. Synchronization instantiates this with the balanced quantity being phase differences among coupled oscillators: when oscillators entrain, phase differences settle into a stable value (zero for full sync, fixed lag for phase-locking) that persists against small perturbations. The Kuramoto-style settling onto a fixed phase relation is an equilibrium in the rotating frame of the coupled-oscillator dynamics."
   },
   {
    "child": "synchronization",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specialization of coordination in which alignment is achieved through timing \u2014 phase or frequency matching across processes.",
    "reason": "Synchronization is a specialization of coordination. The general coordination pattern aligns independently controlled actors so their actions combine coherently. Synchronization specializes by making the alignment variable specifically temporal: phase or frequency of oscillating or repeating processes, achieved through coupling or external forcing such that events co-occur or maintain stable phase relationships. The same align-independent-processes logic of coordination applies, with time as the specific dimension of alignment and entrainment as the specific mechanism distinguishing synchronization from other coordination forms."
   }
  ],
  "synergy_and_antagonism": [
   {
    "child": "synergy_and_antagonism",
    "parent": "nonlinearity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synergy and Antagonism is the interaction-effect species of Nonlinearity in which a joint response departs from the declared no-interaction baseline for the components acting separately.",
    "reason": "The defining comparison asks whether the combined response can be recovered from an additive, multiplicative, or otherwise declared separable baseline. A non-zero interaction term is a failure of additivity or superposition, the exact structural property Nonlinearity supplies. The child specializes that failure to joint factors and signs the departure as synergistic or antagonistic."
   }
  ],
  "system_archetypes": [
   {
    "child": "system_archetypes",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "System archetypes are a kind of recurrence in which the same feedback-loop structures reappear across diverse domains producing characteristic behavior.",
    "reason": "System archetypes is a specialization of recurrence: the same nine patterns (Limits to Growth, Shifting the Burden, Tragedy of the Commons, etc.) reappear across organizations, ecology, markets, and international relations because identical underlying loop structures generate identical characteristic dynamics. It inherits recurrence's structural property \u2014 pattern reappearance across instances with predictable behavior \u2014 and particularizes it to the feedback-topology case where what recurs is a stock-and-flow signature rather than a token event."
   },
   {
    "child": "system_archetypes",
    "parent": "systems_thinking",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "System archetypes presupposes systems thinking because the recurring loop-structure patterns are intelligible only within the relational-and-feedback unit of analysis.",
    "reason": "System archetypes catalog recurring patterns of feedback loops that produce characteristic problematic behavior across domains \u2014 Limits to Growth, Shifting the Burden, Tragedy of the Commons. Without systems thinking's machinery \u2014 the shift from element to relationship as the unit of analysis, with loops, stocks, flows, and circular causation as the modeling vocabulary \u2014 the archetypes would have no structural language in which to be expressed. Systems thinking supplies the loop-and-relationship lens that makes the archetypal structures recognizable as the same pattern across surface-different settings."
   },
   {
    "child": "system_archetypes",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "System archetypes presupposes feedback because the recurring problematic dynamics they catalog are characteristic loop structures.",
    "reason": "System archetypes name recurring patterns of feedback loops and structures that produce characteristic system behavior across domains \u2014 limits to growth, shifting the burden, eroding goals, escalation, and others. Each archetype is constitutively a configuration of reinforcing and balancing loops; the diagnostic and intervention value comes from recognizing the loop structure beneath surface differences. Feedback supplies the underlying loop-closure structure that makes each archetype intelligible. Without feedback as a first-class structural object, the archetypes would have no shared substrate and would reduce to coincidental surface similarities."
   }
  ],
  "system_slack": [
   {
    "child": "system_slack",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "System slack is a specialization of reserve in which the surplus is held in organizational time, budget, labor, or capacity above immediate operational need.",
    "reason": "System slack is a specialization of reserve in which the deliberately maintained surplus is uncommitted organizational capacity \u2014 time, budget, labor, processing headroom, inventory \u2014 held beyond immediate operational need. It inherits reserve's general structure of purposeful unused capacity available for variation, shock, or opportunity, and specializes by fixing the medium to organizational resources and the value proposition to enabling response to unexpected demand, innovation, and learning. The trade-off is the same general one \u2014 efficiency under nominal conditions versus resilience and optionality under uncertainty \u2014 applied to the firm's operating envelope."
   }
  ],
  "systemic_fragmentation": [
   {
    "child": "systemic_fragmentation",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Systemic fragmentation is the specific shape boundary takes when intra-system boundaries become rigid enough to block coordination across sub-units.",
    "reason": "Boundary is the conceptual structure marking the demarcation between an entity and what is outside it, governing flows and crossing. Systemic fragmentation is the particular shape boundary takes when sub-system boundaries within a larger system become rigidly impermeable: information, resources, and decisions stop flowing across them, sub-units pursue divergent metrics, and the lost synergy degrades overall performance. It is a structurally-particularized instance of boundary in which the permeability has dropped too low at internal partitions, producing isolation costs the larger system absorbs."
   },
   {
    "child": "systemic_fragmentation",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic fragmentation presupposes coordination because fragmentation names the structural failure of the coordination infrastructure that aligns distributed units.",
    "reason": "Systemic fragmentation is the failure mode of coordination: it diagnoses what happens when subsystems lack the shared protocols, synchronization mechanisms, and aligned incentives that coordination supplies. Without the prior commitment that distributed actors require active alignment to combine into a coherent collective outcome, there would be no notion of fragmentation as pathology \u2014 only independent units doing independent work. Fragmentation is intelligible only against the background expectation that coordination should be achieved and as a structural diagnosis of why it is not."
   }
  ],
  "systemic_risk": [
   {
    "child": "systemic_risk",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes contagion because system-wide failure propagates through contact-mediated transmission across the connection topology.",
    "reason": "Systemic risk is the pattern in which one component's failure, propagated through interconnections, threatens the whole system, with risk a property of topology and coupling rather than of any component in isolation. This presupposes contagion: the contact-mediated, self-reproducing spread of a state from one element to a connected neighbour across a network. The cascading correlated collapse is contagion with default or failure as the transmitted state, governed by transmission rate and contact pattern. Without contagion's propagation mechanism, a localized shock would stay localized rather than becoming systemic."
   },
   {
    "child": "systemic_risk",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes dependency because component-failure cascades require a directed relation in which one element relies on another.",
    "reason": "Systemic risk emerges from dense interdependence in which one component's failure propagates through interconnections to threaten the whole. This presupposes dependency: the directed relation in which one element cannot proceed, function, or retain value unless a condition on another is met. The cascade structure of systemic risk is precisely the dependency graph being traversed by failure: when A depends on B and B fails, A's continued functioning is no longer supported. Without dependency's directed asymmetric relation, failures would not propagate along predictable paths and the systemic topology would have no failure dimension."
   },
   {
    "child": "systemic_risk",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes network because cascading whole-system failure depends on the topology and coupling of interconnected components.",
    "reason": "Systemic risk is the structural pattern in which one component's failure, propagated through tight interconnections, threatens the whole \u2014 so the relevant risk is a property of the system's topology and coupling, not of any component alone. The diagnosis only makes sense against a network: a set of entities with pairwise connections whose structure governs reachability, cascade dynamics, and correlated failure modes. Without the network as a first-class object of analysis, there would be no coupling pattern through which local shocks could propagate and no topology distinguishing fragile from robust configurations."
   }
  ],
  "systems_thinking": [
   {
    "child": "systems_thinking",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes feedback because its core analytical move is to model loops and circular causation rather than linear cause\u2013effect chains.",
    "reason": "Systems thinking presupposes feedback because its defining analytical commitment is to shift the unit of analysis from elements to loops \u2014 modeling circular causation, delay, and stock-and-flow structure rather than linear chains. It inherits feedback's structural arrangement in which a system's output becomes a driver of its own subsequent input, treating this closure as the dominant causal pattern to be diagnosed. Without feedback's loop-closure structure, systems thinking would collapse to ordinary causal analysis."
   },
   {
    "child": "systems_thinking",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes emergence because it treats whole-level behavior as irreducible to component-level properties.",
    "reason": "Systems thinking presupposes emergence because its stance \u2014 that the whole's behavior is governed by relationships and feedback rather than by parts in isolation \u2014 is precisely an emergence commitment at the systems level. It inherits emergence's structural claim that higher-level descriptions have explanatory or causal vocabulary that does not reduce to lower-level descriptions, and operationalizes it through loop-and-stock modeling. The recurring frustration with well-intentioned interventions is precisely the diagnostic that emergent dynamics are being ignored."
   },
   {
    "child": "systems_thinking",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes network because shifting analysis from elements to relationships and feedback requires viewing the system as a connection pattern.",
    "reason": "Systems thinking is the stance that behavior of a whole is governed by relationships and feedback among its parts rather than by parts in isolation, requiring modeling of interconnection, delay, and circular causation. The stance presupposes that the system can be represented as a connection pattern where structure carries explanatory power \u2014 entities together with pairwise links whose topology governs flows and dynamics. Network supplies precisely that first-class object. Without networks as a substrate of relationships-as-the-unit-of-analysis, systems thinking's shift from elements to interconnections would have no formal target to model."
   }
  ],
  "taboo": [
   {
    "child": "taboo",
    "parent": "sacred",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Taboo presupposes the sacred because its absolute prohibitions and contamination-anxiety only make sense as defenses of a set-apart sacred order.",
    "reason": "Taboo cannot operate without the sacred because its defining features \u2014 absolute interdiction, contagious pollution, and dread or disgust at violation rather than ordinary disapproval \u2014 are intelligible only as protections of a domain marked off as inviolable. The sacred supplies the categorical set-apartness and the contagion logic that taboo enforces; without a sacred-profane partition, the prohibitions reduce to ordinary rules with proportionate sanctions and lose the qualitatively distinct emotional charge that makes them taboos."
   }
  ],
  "task_interdependence": [
   {
    "child": "task_interdependence",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Task interdependence is a specialization of dependency in which the directed reliance is between coupled tasks in a work system.",
    "reason": "Task interdependence is a kind of dependency specialized to work-system tasks: the directed reliance is between activities whose completion, quality, or timing requires inputs, outputs, resources, or decisions from other tasks. It inherits dependency's general commitment that one element relies on another being present, prior, compatible, or supplied, and supplies the specific case where the elements are tasks and the typology of reliance \u2014 pooled, sequential, reciprocal \u2014 sets coordination requirements proportional to the coupling intensity that the underlying dependency relation creates."
   },
   {
    "child": "task_interdependence",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Task interdependence is the specific shape network takes when the nodes are tasks and the edges are workflow couplings of inputs, outputs, and resources.",
    "reason": "Task interdependence is the workflow-particularized form network takes: the entities are tasks and the connections are the dependencies through which one task's outputs, resources, or decisions feed another. Where network names a set of entities with pairwise connections studied at the level of connection pattern generally, task interdependence fixes the node type (tasks), the edge type (input-output, resource, information dependencies), and the analytic focus (Thompson's pooled-sequential-reciprocal typology) \u2014 a particular shape of network structure in work systems."
   }
  ],
  "technical_debt": [
   {
    "child": "technical_debt",
    "parent": "intervention_stack_accretion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Technical Debt is typically a specialization of Intervention Stack Accretion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Intervention Stack Accretion supplies the genus: A system accumulates concurrently active interventions, each justified at add-time, whose joint cost grows super-linearly and whose removal requires a distinct named operation. Technical Debt preserves that general structure while adding its differentia: A present expedient choice imposes a future cost that compounds with system growth until it is paid down, with a principal, an interest payment, and a pay-down. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "teleconnection": [
   {
    "child": "teleconnection",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A teleconnection is a kind of network relation in which distant nodes co-vary because both participate in a shared global mechanism.",
    "reason": "A teleconnection is a specialization of network: the persistent statistical or dynamical link between spatially separated regions is precisely an edge in a network whose topology connects nodes that are not in direct local contact, with the connection mediated by a shared global process. It inherits network's commitment that structure \u2014 who is connected to whom, with what weights and directions \u2014 carries explanatory power, particularized to the climatic and geographic case where the link is non-local but persistent."
   },
   {
    "child": "teleconnection",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A teleconnection is a kind of dependency in which distant regions are not independent because a shared mechanism couples them.",
    "reason": "A teleconnection is a specialization of dependency: distant regions, populations, or systems are not autonomous because the state at one location is conditional on a shared mechanism that couples it to another. It inherits dependency's directed-asymmetric relation \u2014 A's condition affects B's behavior \u2014 particularized to the non-local case where the dependency travels via a global process rather than direct contact. The El Ni\u00f1o\u2013monsoon link is precisely a dependency edge in the climate network."
   },
   {
    "child": "teleconnection",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleconnection is a specialization of coupling in which the linkage holds between spatially separated regions through a shared global mechanism.",
    "reason": "Teleconnection is a specialization of coupling in which the dynamic link is non-local: distant regions or systems co-vary not through direct adjacency but because both participate in a shared large-scale process or network. It inherits the general coupling commitment that a change in one part produces a change in another through a specifiable interaction mechanism, and specializes by fixing the spatial geometry to non-contiguous separation and the mechanism to a shared global mediator that couples regions that have no local pathway between them."
   },
   {
    "child": "teleconnection",
    "parent": "non_locality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleconnection is a specialization of Non-Locality, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Non-Locality supplies the genus: Distant elements influence or correlate with each other without a chain of contiguous intervening contact \u2014 coupling that jumps the substrate rather than propagating through neighbors. Teleconnection preserves that general structure while adding its differentia: Distant relationships via shared dynamics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "teleology": [
   {
    "child": "teleology",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleology is a kind of interpretation that recovers meaning by reading phenomena in terms of the ends or functions they serve.",
    "reason": "Teleology is a specialization of interpretation: it is the activity of recovering meaning from a phenomenon by reading it through the framework of ends-and-functions rather than efficient causes. It inherits interpretation's structural commitment \u2014 work from a presented medium toward a constrained reading answerable to evidence and convention \u2014 particularized to the end-oriented framework that makes \"that for the sake of which\" the load-bearing explanatory category. The functional answer is precisely an interpretive recovery."
   },
   {
    "child": "teleology",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Teleology presupposes function because end-directed explanation operates by assigning each phenomenon to the function it serves.",
    "reason": "Teleology presupposes function because its explanatory work consists in mapping phenomena to the purposes they realize \u2014 \"the heart pumps blood in order to circulate oxygen\" is a function assignment. It inherits function-mapping's commitment to single-valued dependency from input (the phenomenon) to output (its end), particularized to the purpose-attribution case. Without a well-defined notion of what a part is for \u2014 its function \u2014 teleological explanation has no relata to connect."
   },
   {
    "child": "teleology",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Teleology presupposes causality because end-directed explanation requires a productive connection by which ends shape outcomes.",
    "reason": "Teleology presupposes causality because explaining a phenomenon by the end it serves still requires a productive connection -- selection, design, function, intention -- linking the end to the outcome with modal robustness. Without causality's apparatus of cause, effect, mechanism, and counterfactual sensitivity, the teleological claim collapses to mere description of correspondence. Whether ends are read as final causes, selection histories, or designer intentions, the explanation works only insofar as the end is causally efficacious in producing or sustaining what serves it."
   }
  ],
  "template_instantiation": [
   {
    "child": "template_instantiation",
    "parent": "form_and_content",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instantiation requires the reusable structural frame to remain separable from the variable content bound into it.",
    "reason": "Instantiation requires the reusable structural frame to remain separable from the variable content bound into it. The parent can occur independently, but without it the child\u2019s mechanism is undefined; this is prerequisite dependence rather than subsumption."
   },
   {
    "child": "template_instantiation",
    "parent": "invariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Preservation of the frame and slot semantics across payload substitutions is an internal constituent of template reuse.",
    "reason": "Preservation of the frame and slot semantics across payload substitutions is an internal constituent of template reuse. If the frame changes with every payload, there is no shared template, design-once economy, or cross-instance comparability. parent_in_child"
   }
  ],
  "tempo_mismatch": [
   {
    "child": "tempo_mismatch",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tempo Mismatch is a specialization of Temporal Dynamics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Temporal Dynamics supplies the genus: System outcomes depend fundamentally on timing, sequencing, duration. Tempo Mismatch preserves that general structure while adding its differentia: A system's pace of action is out of phase with the timescale of the environment it must respond to, so correct decisions degrade outcomes by arriving against a world that has already moved on (or one not yet ready to absorb them). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "temporal_decay_and_degradation": [
   {
    "child": "temporal_decay_and_degradation",
    "parent": "entropy_thermodynamic_sense",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal decay and degradation presupposes entropy because the systematic loss of structure over time tracks the entropy increase of the second law.",
    "reason": "Temporal decay and degradation presupposes entropy because the systematic diminishment of structural quality, capability, and information content over time is the macroscopic signature of entropy growth: ordered configurations are vastly outnumbered by disordered ones, so spontaneous evolution moves toward higher entropy. Entropy supplies the statistical mechanism by which macroscopic irreversibility arises; degradation names what that arrow of time looks like for any structured system that maintenance does not actively counter. Without entropy's directional asymmetry, sustained spontaneous degradation would have no grounding."
   },
   {
    "child": "temporal_decay_and_degradation",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal decay and degradation presupposes time because systematic diminishment of properties requires a dimension along which the diminishment unfolds.",
    "reason": "Temporal decay and degradation is the pattern in which system properties systematically diminish through use, exposure, or aging, following predictable functional forms like exponential or power-law decline. The very notion of diminishment-over-duration requires a dimension along which earlier-to-later ordering and irreversible succession hold. Time supplies that substrate: a measurable ordering parameter with an arrow distinguishing past from future. Without time as the structural foundation for change and entropy increase, there is no duration over which decay can accumulate and no irreversibility to give degradation its characteristic direction."
   }
  ],
  "temporal_dynamics": [
   {
    "child": "temporal_dynamics",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal dynamics presupposes time because its content is precisely that timing, sequencing, and duration of events drive system behavior.",
    "reason": "Temporal dynamics presupposes time because its structural claim \u2014 that the when and order of events matter as much as their occurrence \u2014 operates on time's apparatus: ordered succession, measurable duration, irreversible direction. It inherits time's commitment that the temporal dimension is constitutive of how systems evolve and how causation propagates, and uses that apparatus to formulate sensitivity to lead times, sequencing, and rhythm. Without time's ordering and duration structure, temporal dynamics has no variables to track."
   }
  ],
  "temporal_inconsistency_and_preference_reversals": [
   {
    "child": "temporal_inconsistency_and_preference_reversals",
    "parent": "time_preference_discounting_future",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal inconsistency presupposes time preference because preference reversal as the horizon shortens is generated by non-exponential discounting of the future.",
    "reason": "Temporal inconsistency is the pattern in which preference orderings reverse as the decision horizon approaches \u2014 the agent prefers X to Y when both are distant but Y to X when Y is imminent. The structural source of the reversal is non-constant time preference: discount rates that fall steeply at short horizons (hyperbolic discounting) generate exactly this inversion. Time preference supplies the underlying discounting machinery; temporal inconsistency is the behavioral consequence that emerges when that machinery deviates from the constant-rate exponential form, so it presupposes time preference as its generator."
   }
  ],
  "temporal_synchronization_and_phase_alignment": [
   {
    "child": "temporal_synchronization_and_phase_alignment",
    "parent": "rhythm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal synchronization and phase alignment presupposes rhythm because phase-relationships between processes only have meaning against an established periodic structure.",
    "reason": "Temporal synchronization and phase alignment describes how multiple processes interact through their relative phase relationships to produce coherence or interference, which requires that the processes have periodic structure against which phase can be defined. Without rhythm's machinery \u2014 recurring structured patterning of events with grouping, accent, and interval that establishes an expectation frame \u2014 there would be no periodic cycle to align or misalign across processes. Rhythm supplies the structured temporal substrate that phase-alignment dynamics presuppose for the very notion of phase to apply."
   },
   {
    "child": "temporal_synchronization_and_phase_alignment",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal synchronization and phase alignment presupposes coordination because aligning independent oscillator phases is a specific form of aligning independent processes.",
    "reason": "Temporal synchronization and phase alignment describes how independent oscillating processes interact through their relative phases to produce coherence or interference. This is a particular case of coordinating independently controlled processes into coherent collective behavior \u2014 exactly the coordination pattern. Coordination supplies the structural commitment: aligning independent actors so their actions combine without centralized control. Phase alignment specializes coordination to oscillatory systems where the alignment variable is phase, with constructive and destructive interference as the outcome regimes. Without coordination's underlying alignment problem, phase relationships would carry no functional significance."
   }
  ],
  "termination_condition": [
   {
    "child": "termination_condition",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A halting predicate on an iterative/recursive process; it presupposes the iteration it halts (the two live at the same level but are designed separately).",
    "reason": "A halting predicate on an iterative/recursive process; it presupposes the iteration it halts (the two live at the same level but are designed separately). Iteration supplies the prerequisite condition: Repeats steps to refine outcomes. Termination Condition operates against that background: An explicit, checkable predicate that decides whether an iterative or recursive process stops or continues. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "texas_sharpshooter_fallacy": [
   {
    "child": "texas_sharpshooter_fallacy",
    "parent": "researcher_degrees_of_freedom",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Texas sharpshooter fallacy is researcher degrees of freedom specialized to choosing a cluster boundary after seeing the data and reporting that selected fit as if pre-specified.",
    "reason": "Every live sharpshooter instance has an unpinned analytic boundary choice, an implicit tree of alternative clusters or windows, a silent multiplicity budget, one selected leaf reported publicly, and a warrant gap from treating exploration as confirmation. It adds the noisy substrate, post-hoc cluster boundary, naive evidence calculation, and multiplicity discount."
   }
  ],
  "texture": [
   {
    "child": "texture",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Texture presupposes figure-ground because surface variation is only legible as texture once an element has been organized as figure against a ground.",
    "reason": "Texture presupposes figure-ground because fine-grained surface variation only registers as texture once the perceptual field has been organized into a bounded figure that owns the surface and a recessive ground that supplies its context. Figure-ground supplies the primitive structural separation that makes \"something stands out against something\" legible; texture then names the micro-scale variation residing on the figure's surface. Without the prior assignment of figure and ground, surface variation is just undifferentiated optical stimulus with no element whose surface it could characterize."
   }
  ],
  "theme_and_variation": [
   {
    "child": "theme_and_variation",
    "parent": "unity_variety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Unity_variety is the OUTCOME (the felt balance of sameness and difference); theme_and_variation is 'one specific generative structure FOR producing that balance' (held kernel and transformation grammar and retention condition).",
    "reason": "Unity_variety is the OUTCOME (the felt balance of sameness and difference); theme_and_variation is 'one specific generative structure FOR producing that balance' (held kernel and transformation grammar and retention condition). Unity & Variety supplies the prerequisite condition: Balance between consistency and diversity. Theme And Variation operates against that background: A recognizable invariant is repeatedly re-instantiated under systematic transformation along named dimensions, with a retention condition that keeps each result referable back to the original\u2014diversity generated from a held kernel rather than sampled independently. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "theoretical_sampling": [
   {
    "child": "theoretical_sampling",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Theoretical sampling is selection specialized to choosing the next case by expected contribution to an evolving explanatory model rather than by population representativeness.",
    "reason": "It inherits Selection's candidate population, operative criterion, unequal inclusion, and retained subset. Its differentia is an adaptive criterion: the next case is selected for the uncertainty it can resolve or the category it can refine in the emerging model, analysis changes the next selection, and saturation supplies the stopping condition. Representative coverage is neither required nor normally intended."
   }
  ],
  "theory_of_mind": [
   {
    "child": "theory_of_mind",
    "parent": "mental_model",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Theory of mind is the specific case of mental_model where the modelled thing is another agent's hidden mental states, kept SEPARATELY INDEXED from one's own world-model (false-belief capacity).",
    "reason": "Theory of mind is the specific case of mental_model where the modelled thing is another agent's hidden mental states, kept SEPARATELY INDEXED from one's own world-model (false-belief capacity). mental_model is 'any internal representation', ToM is the agent-target, dual-indexed specialization. Mental Model supplies the genus: Internal system representation. Theory Of Mind preserves that general structure while adding its differentia: An agent maintains a separate, updateable model of another agent's hidden states and routes behaviour through that model rather than through ground truth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "therapeutic_window": [
   {
    "child": "therapeutic_window",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Therapeutic window presupposes dose-response relationship because its bounding doses are read from the rising effect-and-toxicity curves of dose-response analysis.",
    "reason": "Therapeutic window presupposes dose-response relationship because its lower bound (minimum effective dose) and upper bound (maximum tolerated dose) are points on the two dose-response curves: efficacy rising with dose to a clinically meaningful level, and toxicity rising with dose to an unacceptable level. Without the prior commitment that response is a quantitative function of dose with characteristic shape parameters like potency, efficacy, and slope, there is no curve to read these bounds from and no usable operating range to delineate."
   },
   {
    "child": "therapeutic_window",
    "parent": "selectivity_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Therapeutic Window is a specialization of Selectivity Window, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Selectivity Window supplies the genus: A process discriminates among targets only inside a bounded operating range of a control parameter, and loses or reverses that discrimination outside it. Therapeutic Window preserves that general structure while adding its differentia: Optimal input range. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "thermodynamic_equilibrium": [
   {
    "child": "thermodynamic_equilibrium",
    "parent": "entropy_thermodynamic_sense",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium presupposes entropy because the equilibrium state is structurally defined as the entropy maximum consistent with imposed constraints.",
    "reason": "Thermodynamic equilibrium is the macroscopic state of maximum entropy consistent with the system's imposed constraints \u2014 fixed energy, volume, particle number. Without entropy's machinery as a state function quantifying microstate multiplicity, with the Second Law driving isolated systems toward higher-multiplicity macrostates, there would be no principle picking out which state the system relaxes to under those constraints. Entropy supplies both the variable being maximized and the law driving relaxation toward the equilibrium state, making it structurally prior to the equilibrium concept it defines."
   },
   {
    "child": "thermodynamic_equilibrium",
    "parent": "second_law_of_thermodynamics",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium presupposes the second law because its characterization as the maximum-entropy state under constraints is the second law's content.",
    "reason": "Thermodynamic equilibrium presupposes the second law because its defining feature is that an isolated macroscopic system relaxes to the state of maximum entropy consistent with imposed constraints, and that this state is unique and macroscopically time-independent. The very claim that systems left alone evolve to such a state, and not away from it, is the second law's statistical content. Without the prior commitment to entropy's non-decrease in isolated systems, there is no mechanism selecting equilibrium as the spontaneous endpoint of macroscopic evolution."
   },
   {
    "child": "thermodynamic_equilibrium",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium is a specialization of equilibrium in which the balanced quantities are thermodynamic variables and the state maximizes entropy under constraints.",
    "reason": "Thermodynamic equilibrium is a specialization of equilibrium. The general equilibrium pattern is a balance condition on a named set of quantities such that no net change occurs along the balanced dimensions. Thermodynamic equilibrium specializes by naming the balanced quantities \u2014 temperature, pressure, chemical potentials \u2014 and the transformations they balance against, with the equilibrium state characterized as maximum entropy consistent with imposed constraints. The same balance-as-no-net-flow logic of equilibrium applies, with macroscopic thermodynamic variables as the specific balanced quantities."
   }
  ],
  "thick_description": [
   {
    "child": "thick_description",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thick_description 'exists FOR the sake of interpretation but is not interpretation' \u2014 interpretation is the act of assigning meaning, thick_description the prior recording discipline that preserves enough context for that act to be performable later.",
    "reason": "Thick_description 'exists FOR the sake of interpretation but is not interpretation' \u2014 interpretation is the act of assigning meaning, thick_description the prior recording discipline that preserves enough context for that act to be performable later. Presupposes interpretation as the downstream act it serves. Interpretation supplies the prerequisite condition: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Thick Description operates against that background: Record a phenomenon together with the surrounding context that makes its meaning recoverable, not just the bare surface event. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "three_horizons_analysis": [
   {
    "child": "three_horizons_analysis",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Three Horizons Analysis is a specific foresight method that maps the present-to-future transition across three overlapping temporal layers.",
    "reason": "Three Horizons Analysis is a specialization of foresight whose distinctive move is partitioning the forward-view into three overlapping horizons \u2014 the declining current system, the contested transitional space, and the emergent transformative system \u2014 and tracking their dynamics over time. It inherits foresight's commitment to structured anticipation of plural futures informing present action, and adds the specific tri-layer temporal architecture that makes the contest between incumbent and emergent systems visible, supplying a particular mapping component of the broader foresight methods stack."
   },
   {
    "child": "three_horizons_analysis",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Three horizons analysis is the specific shape modal reasoning takes when alternative possible futures are structured into three nested temporal layers.",
    "reason": "Modal reasoning evaluates claims across a structured space of alternative possibilities rather than the single actual situation, quantifying over accessible alternatives via modal operators. Three horizons analysis is the specific shape this reasoning takes in foresight: it partitions the space of possible futures into H1 (current system with near-term improvement), H2 (transitional disruption), and H3 (long-term transformation), and reasons about dynamics across this tri-layer partition. It is a structurally-particularized instance of possible-worlds reasoning whose alternatives are organized by temporal horizon and incumbent-emergent dynamics."
   }
  ],
  "threshold_bounded_vicious_cycle": [
   {
    "child": "threshold_bounded_vicious_cycle",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Feedback is the underlying primitive; this prime SPECIALIZES it by adding a threshold, a two-attractor structure, and active consumption of input as maintenance in the low regime.",
    "reason": "Feedback is the underlying primitive; this prime SPECIALIZES it by adding a threshold, a two-attractor structure, and active consumption of input as maintenance in the low regime. A positive feedback loop alone is not a trap. Feedback supplies the prerequisite condition: Outputs influence inputs. Threshold Bounded Vicious Cycle operates against that background: A system has a low regime that consumes any small input as maintenance and a high self-sustaining regime, separated by a threshold an intervention must clear in both magnitude and duration. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "threshold_bounded_vicious_cycle",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The basin boundary is a constitutive Threshold inside the compound prime, completing ancestry that its current Feedback-only edge omits.",
    "reason": "The prime requires a critical value separating a deficit-restoring low basin from a surplus-compounding high basin. Its magnitude-and-duration intervention rule cannot be stated without the boundary value, though Threshold alone does not supply bistability or active input consumption."
   }
  ],
  "threshold_driven_order_emergence": [
   {
    "child": "threshold_driven_order_emergence",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes threshold because the abrupt reorganization is by definition triggered at a critical value of a continuous control parameter.",
    "reason": "Threshold-driven order emergence requires a critical value of a control parameter at which the system's collective behavior reorganizes discontinuously \u2014 temperature, density, coupling strength, or shared-belief level. Without threshold's machinery \u2014 a specific input value separating a sub-response regime from a response regime with a sharp transition between them \u2014 there would be no critical point at which order emerges and no discontinuity in the macroscopic response to smooth microscopic change. The threshold prime supplies the input-value structure that makes the emergence pattern critical-point-localized."
   },
   {
    "child": "threshold_driven_order_emergence",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes tipping points because the discontinuous reorganization at a critical parameter value is structurally the bifurcation a tipping point names.",
    "reason": "Threshold-driven order emergence describes the discontinuous appearance of ordered structure at a critical value of a control parameter, with positive feedback producing the sharpness of the transition \u2014 which is structurally what a tipping point names. Without the tipping-point machinery of alternative stable states with a sharp bifurcation between them driven by positive feedback, there would be no framework for the discontinuous regime change the order-emergence pattern requires. The tipping-point prime supplies the bifurcation-and-stable-state structure that critical-point order emergence inherits."
   },
   {
    "child": "threshold_driven_order_emergence",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes emergence because discontinuous appearance of collective order at criticality is a particular emergence-claim.",
    "reason": "Threshold-driven order emergence describes collective patterns appearing discontinuously at critical parameter values from smooth microscopic interactions \u2014 phase transitions, crystallization, consensus lock-in. The higher-level ordered state has properties not present in the disordered constituents and not trivially predictable from them, satisfying the emergence pattern of higher-level-novelty-from-lower-level-constituents. The threshold variant specifies a particular emergence mechanism: discontinuous crossover at critical points rather than gradual aggregation. The general lower-level-to-higher-level commitment of emergence supplies the structural frame on which the threshold sharpening operates."
   }
  ],
  "threshold_triggered_rule_activation": [
   {
    "child": "threshold_triggered_rule_activation",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A threshold is the bare critical value (one component); this prime embeds it in a two-LEVEL architecture (continuous observable and dormant rule keyed to the threshold and monitoring loop and activation).",
    "reason": "A threshold is the bare critical value (one component); this prime embeds it in a two-LEVEL architecture (continuous observable and dormant rule keyed to the threshold and monitoring loop and activation). Presupposes threshold. Threshold supplies the prerequisite condition: Safe vs harmful levels. Threshold-Triggered Rule Activation operates against that background: A continuous observable crossing a threshold flips a dormant rule to active. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "thundering_herd": [
   {
    "child": "thundering_herd",
    "parent": "interference_and_contention",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Thundering herds typically contain a downstream contention episode when synchronized arrivals compete at a finite choke, but contention is an effect constituent rather than the correlated-release genus.",
    "reason": "In the common computing, queueing, and service cases, the synchronized burst produces actual competition among concurrent consumers for a shared finite resource, so Interference and Contention occurs inside the event. The defining defect, however, is the joint timing distribution created by the shared release signal, not steady-state overlap. Outcome-neutral cases such as predator satiation preserve the correlated-capacity mechanism without ordinary contention, making the constituent typical rather than strict and ruling out subsumption."
   },
   {
    "child": "thundering_herd",
    "parent": "correlated_capacity_demand",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Thundering Herd is Correlated Capacity Demand specialized to a shared release event that aligns otherwise independent arrivals into the joint exceedance.",
    "reason": "Both patterns require a shared finite resource, multiple consumers, correlated tail demand, capacity sized against independent arrivals, and a joint exceedance. Thundering Herd adds a specific correlating mechanism: one shared signal releases a waiter population nearly simultaneously."
   }
  ],
  "time_of_check_to_time_of_use_flaw": [
   {
    "child": "time_of_check_to_time_of_use_flaw",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time-Of-Check To Time-Of-Use Flaw presupposes Verification, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Time-Of-Check To Time-Of-Use Flaw operates against that background: A precondition verified at one instant authorizes an action taken at a later instant, and the relevant state changes in the gap between them, so the defect lives in the temporal binding between check and use rather than in either operation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "time_of_check_to_time_of_use_flaw",
    "parent": "unverified_precondition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Time-Of-Check To Time-Of-Use Flaw is a specialization of Unverified Precondition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Unverified Precondition supplies the genus: An action presumes a referent exists at the moment of use without checking. Time-Of-Check To Time-Of-Use Flaw preserves that general structure while adding its differentia: A precondition verified at one instant authorizes an action taken at a later instant, and the relevant state changes in the gap between them, so the defect lives in the temporal binding between check and use rather than in either operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "time_preference_discounting_future": [
   {
    "child": "time_preference_discounting_future",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Time preference is a specialization of preference in which the ordering systematically discounts delayed outcomes relative to present ones.",
    "reason": "Time preference is a kind of preference specialized along the temporal dimension: the agent's ordering over outcomes weights present rewards more heavily than identical delayed ones, producing systematic discounting. It inherits preference's general commitment to an ordering over a choice set on an evaluative dimension, and supplies the specific case where the evaluative dimension is delivery timing and the ordering relation incorporates a discount rate (exponential, hyperbolic, or quasi-hyperbolic) that converts otherwise-equivalent outcomes into ranked alternatives based purely on when they arrive."
   },
   {
    "child": "time_preference_discounting_future",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time preference presupposes time because discounting only makes sense when outcomes are ordered along a present-to-future axis.",
    "reason": "Time preference is the systematic weighting of present outcomes more heavily than equally-magnituded delayed ones, formalized through discount rates applied to future utility. The whole construction requires time to be in place as a dimension along which events are ordered earlier-to-later with a privileged direction. Without that temporal axis there is no delay to discount, no future to weigh, and no preference between present and future to express. Time supplies the directional ordering that time preference then assigns subjective weights along, so it cannot operate without time as its substrate."
   }
  ],
  "time_value_of_money": [
   {
    "child": "time_value_of_money",
    "parent": "time_preference_discounting_future",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time value of money presupposes time preference because discounting future cash flows depends on a positive preference for present over delayed receipt.",
    "reason": "Time value of money presupposes time preference because the discount rate that converts future cash flows to present values rests on the impatience axiom -- a unit today is preferred to the same unit later -- combined with marginal productivity of capital. Without time preference's psychological-and-economic discounting of future over present, the present-value reduction has no behavioral or equilibrium grounding; Fisher's interest-rate framework explicitly builds time value on the time-preference rate. The financial discounting machinery is the operationalization of intertemporal preference. Time Preference (Discounting Future) supplies the prerequisite condition: Present vs future value. Time Value of Money operates against that background: Present vs future value. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "tipping_points_or_phase_transitions": [
   {
    "child": "tipping_points_or_phase_transitions",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Tipping points presupposes state and state transition because abrupt regime change requires alternative stable states and a transition between them.",
    "reason": "A tipping point describes a system in which gradual change in a control parameter crosses a threshold and triggers an abrupt, often hysteretic transition between qualitatively distinct regimes. The claim requires at least two alternative stable states and a bifurcation point at which the trajectory jumps from one to the other. State-and-state-transition supplies precisely that substrate: a state space, distinct stable subsets, and a transition relation. Without an underlying state structure with rule-governed transitions, there are no regimes to tip between and no bifurcation surface to cross."
   }
  ],
  "tolerance": [
   {
    "child": "tolerance",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tolerance is a specialization of adaptation in which repeated exposure reduces the system's response to a stimulus.",
    "reason": "Tolerance is a specialization of adaptation. The general adaptation pattern is structural modification in response to sustained environmental change, preserving fit. Tolerance specializes by giving the modification a particular shape: the system reduces its responsiveness to a repeated stimulus, so the same dose produces a diminished effect over time. The same internal-modification logic of adaptation applies, with diminished response gain as the specific outcome and repeated stimulus exposure as the specific trigger \u2014 the inverse signature of potentiation within the adaptation family."
   }
  ],
  "tolerance_paradox": [
   {
    "child": "tolerance_paradox",
    "parent": "paradox",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The tolerance paradox is 'a particular, RESOLVABLE member' of the paradox family \u2014 a specific two-level case (open object-rule and meta-exception excluding the rule's own negation) that ESCAPES via a narrowly-bounded exception rather than a standing contradiction.",
    "reason": "The tolerance paradox is 'a particular, RESOLVABLE member' of the paradox family \u2014 a specific two-level case (open object-rule and meta-exception excluding the rule's own negation) that ESCAPES via a narrowly-bounded exception rather than a standing contradiction. A specialization of paradox that adds a prescription. Paradox supplies the genus: Contradictory but revealing truth. Tolerance Paradox preserves that general structure while adding its differentia: A system defined by an open principle must refuse that principle to elements that would destroy it, or be destroyed by its own openness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "top_down_perspectives": [
   {
    "child": "top_down_perspectives",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Top-down analysis is decomposition specialized to beginning with whole-system goals and constraints and deriving the lower-level parts and mechanisms they require.",
    "reason": "Every top-down analysis divides a whole into component roles that can explain or realize the whole. It adds a directional inference from the global purpose, property, or constraint downward to the lower-level structures and behaviors that must support it."
   }
  ],
  "topographic_forcing": [
   {
    "child": "topographic_forcing",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Topographic forcing requires an incident flow whose path, momentum, and flux distribution can be reorganized by fixed relief.",
    "reason": "Flow supplies the moving medium in the interaction. Relief without incident flow is only geometry; once a current passes it, the boundary can deflect streamlines, create vertical motion, shed wakes, generate waves, and localize dissipation. Topographic Forcing adds the fixed spatial geometry and the resulting field reorganization."
   },
   {
    "child": "topographic_forcing",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The shaped boundary that the moving medium cannot freely cross is a constituent of every topographic-forcing interaction.",
    "reason": "Boundary is the fixed constraint whose relief gives the forcing its geometry. The surface, obstacle, sill, ridge, or bedform redirects a flow because it limits the paths available to the moving medium. Remove the boundary and only unconstrained background flow remains; remove the flow and only static relief remains."
   }
  ],
  "topographic_map": [
   {
    "child": "topographic_map",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A topographic map is a representational architecture: a source space laid out on a substrate by a neighbourhood-preserving map with non-uniform magnification.",
    "reason": "A topographic map is a representational architecture: a source space laid out on a substrate by a neighbourhood-preserving map with non-uniform magnification. is-a a specialized (spatial, layout-bearing) representation."
   }
  ],
  "traceability": [
   {
    "child": "traceability",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Traceability presupposes observability because linking backward and forward through derivation history requires that internal state changes leave externally-visible records.",
    "reason": "Traceability presupposes observability because linking any element of a system backward through its derivation history and forward through its downstream uses requires that the relevant state transitions and custody transfers leave externally-visible records that can be reconstructed. Without observability's property that internal state can be inferred from emitted outputs over time, the chain of derivation and custody would be invisible and the traceability infrastructure would have nothing to record. Observability supplies the visibility-of-internal-state property; traceability builds on that property to maintain the durable, navigable chain that audit and attribution then exploit."
   },
   {
    "child": "traceability",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Traceability typically presupposes transformation because the linked history it tracks is mostly a chain of rule-governed restructurings, though pure custody chains exist.",
    "reason": "Traceability links any element of a system backward through its history of derivation and forward to downstream uses. Typically the steps in that history are transformations \u2014 rule-governed mappings from inputs to outputs that preserve some properties while altering others \u2014 and traceability records how each such transformation reshaped the element. Transformation supplies the unit operation whose chain traceability captures. Some traceability chains track mere custody transfer without restructuring, so the dependence is typical rather than strict, but most live cases ride on transformation as the underlying step being traced."
   }
  ],
  "trade_offs": [
   {
    "child": "trade_offs",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Trade-offs presuppose constraint because the inability to improve all dimensions simultaneously is what makes the feasible set bounded by a frontier.",
    "reason": "A trade-off is the structural situation where gains on one valued dimension require losses on another within a given feasible set, which presupposes that the feasible set is itself restricted \u2014 that not all desirable combinations are admissible. Without constraint's binding restriction on admissible configurations, every combination would be feasible and there would be no enforced exchange between dimensions; improvements on one dimension would not require sacrifices on another. The trade-off is the shape constraint takes when it binds multiple valued dimensions simultaneously."
   }
  ],
  "tragedy_of_the_commons": [
   {
    "child": "tragedy_of_the_commons",
    "parent": "social_dilemma",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tragedy of the commons is a specialization of social dilemma; many users degrade a shared open-access resource through individually rational consumption.",
    "reason": "Social dilemma is the structural pattern in which each agent's individually rational strategy (defect) yields a collectively worse outcome than mutual cooperation would. Tragedy of the commons is the specific case where the dominant defection is over-consumption of a shared open-access resource: each user gains the full private benefit of their consumption but bears only a fractional share of the depletion cost, so individual rationality leads to collective resource collapse. It inherits the dilemma's individual-rationality-versus-collective-welfare structure and adds the open-access-resource specification."
   },
   {
    "child": "tragedy_of_the_commons",
    "parent": "externality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Tragedy of the commons presupposes externality because the depletion of a shared resource is the unpriced third-party cost each user imposes on others.",
    "reason": "The tragedy of the commons depends on the externality structure: each user receives the full private benefit of consumption but bears only a 1/N share of the collective depletion cost, so the unpriced residue is imposed on other users. Without the externality framework \u2014 the divergence between private and social cost arising from effects not transmitted through prices \u2014 the rational self-interest pattern would not produce collective degradation, because the depletion would be internalized and consumption would track its true social cost."
   }
  ],
  "transaction": [
   {
    "child": "transaction",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction presupposes Reversibility and Irreversibility: atomicity and rollback require the option to undo a partial commit before observers see it.",
    "reason": "A transaction guarantees that a multi-step state change either commits in full or aborts with no partial effects visible to others, which requires the system to retain the option of rolling effects back before they become durable. That option is the reversibility side of Reversibility and Irreversibility, and the commit boundary marks the irreversibility transition. The ACID atomicity guarantee presupposes the reversible-then-irreversible distinction as its structural ground."
   },
   {
    "child": "transaction",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction presupposes exchange because the indivisible all-or-nothing commit-or-rollback unit operates on multi-party transfers requiring mutual commitment.",
    "reason": "A transaction is a sequence of operations treated as a single indivisible logical unit \u2014 either all effects commit or none do, with no partial state visible. The construct emerged to handle multi-step state changes where transfers between parties must succeed jointly or fail jointly. Exchange supplies the underlying pattern: two or more parties transfer goods, services, or rights to each other under mutual commitment, with each transfer conditional on the other's. Transaction specializes exchange by adding atomic commit semantics, ensuring the conditional-on-each-other property is enforced even under failure, concurrency, and interleaving."
   }
  ],
  "transaction_costs": [
   {
    "child": "transaction_costs",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction costs presuppose exchange because they are the friction costs that exist only relative to the act of transferring between parties.",
    "reason": "Transaction costs presuppose exchange because they are defined as the economic costs of making an exchange \u2014 searching for counterparties, negotiating, contracting, monitoring, enforcing \u2014 over and above the nominal price of what is transferred. Without an exchange relation in which two or more parties make conditional transfers to each other, there is no transaction whose execution incurs these specific frictions. Exchange supplies the bilateral-transfer structure on which transaction costs are then measured as the unavoidable overhead governing whether the exchange occurs in markets, firms, or hybrid arrangements."
   }
  ],
  "transfer_of_learning": [
   {
    "child": "transfer_of_learning",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transfer of learning presupposes learning because there must be acquired source-domain capability before it can be applied to a new context.",
    "reason": "Transfer of learning presupposes learning because transfer is the application of acquired source-domain mastery to a different target context, and there is nothing to transfer without prior acquisition. Learning supplies the durable internal capability whose generalizability is then tested by transfer: if the original encoding did not produce a robust, abstractable trace, no transfer is possible. Transfer thus operates downstream of learning and serves as a diagnostic for whether the acquisition process supported abstraction beyond surface features rather than merely surface memorization."
   }
  ],
  "transferability_overclaim": [
   {
    "child": "transferability_overclaim",
    "parent": "context_stripping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Transferability overclaim is Context Stripping specialized to a claim whose scope conditions are removed in transit, widening its apparent applicability beyond its evidentiary warrant.",
    "reason": "The focal result remains recognizable while the population, regime, calibration range, historical period, or other context that bounded its truth is projected away. Removing that meaning-bearing surrounding state widens the interpretations and uses the unchanged claim can support. Transferability overclaim therefore inherits Context Stripping's preserved-focal-signal and removed-context structure, then adds an export step and a reach-versus-warrant gap as its epistemic differentia."
   }
  ],
  "transformation": [
   {
    "child": "transformation",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A transformation is a rule-governed single-valued mapping with added invariant-preservation semantics; every transformation is a function.",
    "reason": "A transformation is a rule-governed single-valued mapping with added invariant-preservation semantics; every transformation is a function. Function (Mapping) supplies the genus: Relates inputs to outputs. Transformation preserves that general structure while adding its differentia: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "transient_response": [
   {
    "child": "transient_response",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Transient Response is Temporal Dynamics specialized to the finite adjustment trajectory after a disturbance and before a settled regime is reached or definitively escaped.",
    "reason": "It inherits Temporal Dynamics' commitment that order, duration, and timing determine the outcome, then fixes the object to a disturbance-indexed trajectory with an initial displacement, characteristic response times, possible peaks and crossings, and a settling or departure criterion. Temporal Dynamics covers many other timing-sensitive structures that need not be responses or approach any state."
   }
  ],
  "translation_and_conceptual_bridging": [
   {
    "child": "translation_and_conceptual_bridging",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Translation presupposes representation because converting meaning across frameworks requires both source and target to map their domains onto media under conventions.",
    "reason": "Translation and conceptual bridging converts concepts and meanings from one linguistic or conceptual framework to another, managing inevitable loss across incommensurable systems. The operation only makes sense when each framework is already a representational system \u2014 a structured mapping of a target domain onto a medium under a faithfulness convention. Representation supplies exactly that machinery; translation then operates as a meta-mapping between two such representational systems, presupposing both source and target representations and the conventions they carry as the objects being bridged."
   },
   {
    "child": "translation_and_conceptual_bridging",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Translation and conceptual bridging is the specific shape transformation takes when meaning is mapped across incommensurable representational frameworks.",
    "reason": "Translation and conceptual bridging is the particularization of transformation to the domain of meaning across representational systems: the input is a concept expressed in one framework, the rule is a cross-framework mapping that negotiates incommensurability, the output is a corresponding expression in a different framework. Where transformation names structured input-to-output mapping with preserved invariants generally, translation specifies that the invariants targeted are structural-semantic essence while the degrees of freedom being reshaped are surface notation, vocabulary, and idiom."
   }
  ],
  "transparency": [
   {
    "child": "transparency",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transparency presupposes observability because making decisions and processes accessible to stakeholders requires the prior capacity to infer internal state from outputs.",
    "reason": "Transparency presupposes observability because its core requirements \u2014 disclosure, accessibility, timeliness, integrity of information about processes and decisions \u2014 depend on the prior structural property that a system's internal state can be inferred from its externally-visible outputs. Without observability's apparatus by which outputs suffice to reconstruct what is happening inside, transparency would have no medium through which to deliver insight to stakeholders. Transparency inherits observability's general property and specializes it to the governance setting, adding the normative commitments that those with legitimate interest have access and that the disclosed information is accurate, accessible, and timely enough to inform participation and oversight."
   }
  ],
  "triangulation": [
   {
    "child": "triangulation",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Triangulation presupposes aggregation because cross-verifying multiple independent sources is the act of combining many evidence streams into a single summary judgment.",
    "reason": "Triangulation cross-verifies claims by drawing on multiple independent sources, methods, or perspectives, with confidence increased at the intersection of converging streams. This presupposes aggregation: collapsing many items into a unified form that retains chosen features while suppressing detail, with the aggregation function encoding a claim about what matters. Combining independent evidence into a single judgment is precisely such an aggregation; the convergence test (do the streams agree?) is a function over the multiple inputs. Without aggregation's structured combination of many into one, triangulation has no operation by which multiple streams yield a verdict."
   },
   {
    "child": "triangulation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Triangulation presupposes verification because cross-checking against multiple independent sources is a discipline for confirming conformance to a specification.",
    "reason": "Triangulation presupposes verification because its function is to strengthen the verdict of conformance: independent sources, methods, or perspectives are deliberately combined so that convergence across them constitutes stronger evidence that a claim conforms to its specification than any single stream alone. Verification supplies the general structure of checking an object against a stated criterion via a procedure yielding evidence and a verdict; triangulation is a methodological enrichment that improves the evidentiary stream feeding that verdict by reducing single-source bias and blind spots."
   }
  ],
  "trilemma": [
   {
    "child": "trilemma",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Trilemma is 'the n=3 specialisation of competing objectives' / 'widely (and not wrongly) regarded as a special case of trade_offs' \u2014 three desirables and a proven impossibility yielding a discrete pick-two taxonomy plus dissolution moves the binary case lacks.",
    "reason": "Trilemma is 'the n=3 specialisation of competing objectives' / 'widely (and not wrongly) regarded as a special case of trade_offs' \u2014 three desirables and a proven impossibility yielding a discrete pick-two taxonomy plus dissolution moves the binary case lacks. Trade-offs supplies the genus: Balancing competing priorities. Trilemma preserves that general structure while adding its differentia: Three desirable properties that cannot be jointly guaranteed, forcing a pick-any-two choice with a distinct dissolve-or-scope intervention catalogue. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "trusted_intermediary_compromise": [
   {
    "child": "trusted_intermediary_compromise",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Substrate-to-exploit \u2014 trust is the bare relation the attack RIDES; this prime is the adversarial exploitation of trust's TRANSITIVITY (write once upstream, harm many downstream past a bypassed perimeter).",
    "reason": "Substrate-to-exploit \u2014 trust is the bare relation the attack RIDES; this prime is the adversarial exploitation of trust's TRANSITIVITY (write once upstream, harm many downstream past a bypassed perimeter). Presupposes trust as the substrate. Trust supplies the prerequisite condition: Willingly accepting vulnerability to another party's future behavior under incomplete monitoring, based on positive expectations about their competence and intentions. Trusted Intermediary Compromise operates against that background: Trust transitivity is exploited to push a hostile payload past the consumer's perimeter. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "turbulence": [
   {
    "child": "turbulence",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turbulence is a kind of emergence: organized multi-scale structure and statistical regularities arise from local fluid interactions.",
    "reason": "Turbulence is not mere disorder but a specific organized pattern of disorder: irregular small-scale motions produce coherent eddies, an energy cascade across scales, and robust statistical regularities like power-law spectra that are not properties of any individual fluid parcel. That is the emergence pattern: higher-level descriptive vocabulary and behavioral regularities appearing from local constituent interactions without being trivially predictable from them. Turbulence specializes emergence to the fluid-dynamical multi-scale cascade."
   },
   {
    "child": "turbulence",
    "parent": "chaos",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turbulence is a specialization of Chaos, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Chaos supplies the genus: Unpredictable dynamics. Turbulence preserves that general structure while adding its differentia: Chaotic multi-scale flow. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "turn_taking": [
   {
    "child": "turn_taking",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turn-taking is the runtime allocation of a single one-at-a-time channel across contenders via an allocation rule that selects who goes next \u2014 a specialization of allocation (assign a limited supply across competing claimants).",
    "reason": "Turn-taking is the runtime allocation of a single one-at-a-time channel across contenders via an allocation rule that selects who goes next \u2014 a specialization of allocation (assign a limited supply across competing claimants). The channel/allocation separation is the structural core."
   },
   {
    "child": "turn_taking",
    "parent": "mutual_exclusion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Turn-taking enforces at-most-one occupancy of a shared channel (mutual exclusion's core safety invariant) plus an explicit allocation/scheduling rule layered on top.",
    "reason": "Turn-taking enforces at-most-one occupancy of a shared channel (mutual exclusion's core safety invariant) plus an explicit allocation/scheduling rule layered on top. Mutual Exclusion supplies the genus: Guarantee that at most one party occupies a designated state or resource at a time. Turn Taking preserves that general structure while adding its differentia: Contenders share a one-at-a-time channel by an allocation rule that selects who goes next. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "turnover": [
   {
    "child": "turnover",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Turnover presupposes invariance because the structural identity of the whole must persist as the named feature preserved under member replacement.",
    "reason": "Turnover presupposes invariance because its defining commitment \u2014 the aggregate form, function, or identity persists while constituents cycle through \u2014 is precisely an invariance claim: structure is preserved under the transformation of member replacement. It inherits invariance's joint specification of what is preserved (the whole's structure) and which transformations preserve it (constituent swap-out and replenishment). Without invariance's preserved-feature apparatus, there would be no persistent whole against which the cycling parts could be measured."
   },
   {
    "child": "turnover",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Turnover presupposes recurrence because the persistence-amid-replacement pattern is the recurrent reappearance of role-fillings as individuals cycle through.",
    "reason": "Turnover presupposes recurrence because what makes turnover a coherent structural phenomenon is that the slots, roles, or aggregate forms of the system reappear across time while the occupants change. Without recurrence's pattern of reappearance across iterations or instances, there is no persistent whole against which member-flux can be measured as turnover. The rate at which parts are swapped is meaningful only relative to a recurrent structural template that survives the swap, making turnover a recurrence-of-structure layered over change-of-substance."
   }
  ],
  "two_sided_market": [
   {
    "child": "two_sided_market",
    "parent": "network_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A two-sided market is the cross-side (asymmetric, two-coupled-schedule) specialization distinguished from one-sided network_effect; it is the multi-sided strengthening.",
    "reason": "A two-sided market is the cross-side (asymmetric, two-coupled-schedule) specialization distinguished from one-sided network_effect; it is the multi-sided strengthening. Network effect is the broader genus. Network Effect supplies the genus: Value increases with users. Two Sided Market preserves that general structure while adding its differentia: A platform mediates two distinct user groups whose participation creates value for each other, so each side's marginal value rises with the other side's size and the two demand schedules must be balanced together. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "two_sided_market",
    "parent": "platform_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The specific economic structure (cross-side externality, asymmetric pricing, tipping) that platforms instantiate; presupposes a mediating platform.",
    "reason": "The specific economic structure (cross-side externality, asymmetric pricing, tipping) that platforms instantiate; presupposes a mediating platform. Platform Design supplies the prerequisite condition: Extensible core systems. Two Sided Market operates against that background: A platform mediates two distinct user groups whose participation creates value for each other, so each side's marginal value rises with the other side's size and the two demand schedules must be balanced together. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "two_sided_matching": [
   {
    "child": "two_sided_matching",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Two-Sided Matching presupposes Preference: stability and efficiency results are defined relative to each side's preference order.",
    "reason": "Two-sided matching forms pairings across two sets where each side carries a ranking over potential partners, and central solution concepts like stability and efficiency are defined in terms of those rankings. Without Preference \u2014 an evaluator's ordering over a choice set \u2014 there is no stability to check (no blocking pair can be identified) and no efficiency criterion to apply. Matching presupposes preference as the primitive that supplies the rankings the allocation must respect."
   },
   {
    "child": "two_sided_matching",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Two-sided matching is a specialization of allocation in which pairings form by mutual selection across a bipartite preference structure rather than by price.",
    "reason": "Two-sided matching is a specialization of allocation. The general allocation pattern assigns limited supply across competing claims under a feasibility constraint and a criterion. Two-sided matching specializes by structuring the assignment as pairings between members of two sets, where both sides carry preferences and no money-price clears the market. The same who-gets-how-much commitment of allocation applies, with mutual selection across a bipartite relation as the specific mechanism and stability and efficiency as the specific evaluative criteria."
   }
  ],
  "two_store_architecture": [
   {
    "child": "two_store_architecture",
    "parent": "caching",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Shares the fast-store/slow-store substrate pair with caching but REVERSES the origination flow (born-fast-migrates-slow vs born-slow-mirrored-fast); contrast-sibling rather than is a specialization of.",
    "reason": "Shares the fast-store/slow-store substrate pair with caching but REVERSES the origination flow (born-fast-migrates-slow vs born-slow-mirrored-fast); contrast-sibling rather than is a specialization of. Caching supplies the prerequisite condition: Store for faster retrieval. Two-Store Architecture operates against that background: A fast interference-prone store and a slow integrated store coupled by a periodic transfer mechanism, paying for both speed and integration by maintaining two oppositely-optimised substrates. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "type_i_type_ii_errors": [
   {
    "child": "type_i_type_ii_errors",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Type I and Type II Errors presuppose Trade-offs: lowering one error rate at fixed sample size necessarily raises the other.",
    "reason": "Type I and Type II errors are tunable in opposite directions: tightening the significance threshold reduces false positives but raises false negatives, and the converse holds at fixed sample size. The two valued dimensions \u2014 false-positive control and false-negative control \u2014 are structurally coupled within the feasible set of decision rules. That is the defining structure of a Trade-off, here instantiated as the alpha-beta relationship that all classical hypothesis testing must navigate."
   },
   {
    "child": "type_i_type_ii_errors",
    "parent": "hypothesis_testing_null_vs_alternative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Type I and Type II errors presuppose hypothesis testing because they are precisely the two ways its reject/retain decision can be wrong.",
    "reason": "Type I and Type II errors presuppose hypothesis testing because they are defined relative to its dichotomous decision rule: a Type I error is a false rejection of a true null, a Type II error a false retention of a false null. Without the prior framing of inference as a structured contest between a null and an alternative with a pre-specified threshold, there is no reject/retain decision and so no distinction between these two error kinds. The Neyman-Pearson optimization of one rate at the expense of the other is internal to the testing framework."
   }
  ],
  "type_token_distinction": [
   {
    "child": "type_token_distinction",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Recognizing a repeatable type presupposes abstracting away token-specific location, time, state, and history while retaining the structure shared by its occurrences.",
    "reason": "Recognizing a repeatable type presupposes abstracting away token-specific location, time, state, and history while retaining the structure shared by its occurrences. Type\u2013Token is not a species of the abstraction operation; it is an ontological relation whose type endpoint is obtained and maintained through abstraction. Without selection of common structure across token differences there is no repeatable type to distinguish from the individual occurrences. Abstraction can produce models, interfaces, or categories with no token layer, while a type-token system cannot define its shared type without abstraction."
   }
  ],
  "ultra_stability_ashby_s_concept": [
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ultra-Stability is a kind of adaptive capacity: it maintains essential variables by reorganizing internal parameters when first-tier regulation fails.",
    "reason": "Ultra-stability is Ashby's pattern in which a system holds essential variables within viable bounds not by returning to a fixed setpoint but by reorganizing its own parameters when current regulation is overwhelmed. That second-tier reorganization is exactly Adaptive Capacity: the latent reserve of flexibilities and learning mechanisms used to reconfigure beyond first-tier response. Ultra-stability specializes adaptive capacity by naming the cybernetic mechanism \u2014 step-changes in internal parameters \u2014 and the viability criterion."
   },
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ultra-Stability presupposes Feedback: essential-variable regulation requires measuring deviation and routing it back to drive corrective reorganization.",
    "reason": "Ultra-stability holds essential variables within viable bounds by sensing excursions and triggering parameter reorganization when first-tier regulation fails. Both the inner regulation and the outer reorganization loop require Feedback \u2014 output rerouted back to influence subsequent input \u2014 as the structural arrangement. Without the loop, the system has no way to detect that essential variables have departed bounds or to drive corrective change. Ultra-stability presupposes feedback at both control tiers."
   },
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ultra-stability is a specialization of homeostasis in which the system maintains a viability range rather than a fixed setpoint.",
    "reason": "Ultra-stability is a specialization of homeostasis. Both rely on closed-loop self-regulation that holds essential variables within bounds against disturbances, but ultra-stability relaxes the homeostatic commitment to a single setpoint and allows the system to reach the viable range through different internal configurations. Where standard homeostasis tracks a reference point with negative feedback, Ashby's ultra-stability admits multiple successful endpoints provided the essential variable stays within survival bounds \u2014 a more permissive specialization of the same sensor-comparator-actuator architecture."
   }
  ],
  "uncertainty_driven_verification_premium": [
   {
    "child": "uncertainty_driven_verification_premium",
    "parent": "risk_aversion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Uncertainty-Driven Verification Premium typically presupposes Risk Aversion, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk Aversion supplies the prerequisite condition: Preference for certainty. Uncertainty-Driven Verification Premium operates against that background: Under uncertainty, agents pay to retreat from unverified options toward verified ones. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "underspecification": [
   {
    "child": "underspecification",
    "parent": "identifiability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Underspecification is failed identifiability specialized to a criterion with a non-singleton admissible class, a hidden selector, and uncontrolled behavior that varies across selected representatives.",
    "reason": "Identifiability asks whether the target-to-observation or candidate-to-criterion map uniquely recovers one admissible answer. Underspecification fixes the answer to no: several distinct candidates occupy the same equivalence class under the explicit criterion. It adds a hidden closure that nevertheless chooses one member, a split between constraint-controlled and closure-controlled behavior, and divergence when another admissible representative is selected."
   },
   {
    "child": "underspecification",
    "parent": "inductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Underspecification typically occurs inside an inductive selection process when observed particulars support several generalizations equally, but specifications and inverse maps can be non-unique without an inductive inference.",
    "reason": "In machine learning, causal inference, and scientific model selection, the criterion is built from observed cases and the chosen answer projects beyond them, so an inductive inference hosts the underspecification. Compiler standards, algebraic inverse problems, and other formal specifications can admit the same equivalence-class-and-hidden-closure structure without moving from particulars to a generalization. Induction is therefore a typical prerequisite context, not the taxonomic genus."
   }
  ],
  "unearned_windfall_mechanism_atrophy": [
   {
    "child": "unearned_windfall_mechanism_atrophy",
    "parent": "severed_accountability_via_unearned_revenue",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "The windfall-atrophy pattern contains severed accountability when the performance coupling removed by the easy inflow is a principal-controlled revenue channel.",
    "reason": "Petro-states, externally funded nonprofits, advertiser-funded media, and similar institutional cases contain the exact funding-bypass geometry. Inherited wealth, unused skill, and other capability-atrophy cases need no nominal principal or accountability constituency, so the constituent is conditional rather than universal."
   }
  ],
  "unevenness_waste": [
   {
    "child": "unevenness_waste",
    "parent": "queueing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Unevenness waste is the COST variance through finite shared capacity imposes \u2014 additive to the mean's cost, rising as 1/(1-rho) near the ceiling (M/M/1).",
    "reason": "Unevenness waste is the COST variance through finite shared capacity imposes \u2014 additive to the mean's cost, rising as 1/(1-rho) near the ceiling (M/M/1). Presupposes the queueing structure it prices."
   }
  ],
  "unfalsifiability": [
   {
    "child": "unfalsifiability",
    "parent": "falsifiability",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Within empirical claim-evidence relations, falsifiability and unfalsifiability are co-defining complements distinguished by whether a stable forbidden observation exists.",
    "reason": "Within empirical claim-evidence relations, falsifiability and unfalsifiability are co-defining complements distinguished by whether a stable forbidden observation exists. Falsifiability identifies a nonempty stable set of claim-defeating observations; unfalsifiability identifies its absence. Specifying either requires the same claim, observation space, and defeat relation. Directing the complement as subsumption in either direction leaks polarity: a claim exposed to a stable refuter is not a kind of a claim immune to every refuter, and the reverse is equally false."
   }
  ],
  "uniformitarianism": [
   {
    "child": "uniformitarianism",
    "parent": "inductive_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Uniformitarianism is the specific shape inductive reasoning takes when present mechanisms are projected backward to license inferences about the deep past.",
    "reason": "Uniformitarianism is the specific shape inductive reasoning takes when the inference moves from observed present-day mechanisms \u2014 physical, chemical, biological \u2014 to unobservable past states under the assumption that the same processes operated then. It is a structurally-particularized instance of ampliative reasoning from sampled cases to broader generalizations, with the added commitments that the sample is contemporary processes, the target is the historical record, and the bridge is the methodological assumption that the kinds (and sometimes rates) of process are invariant across time. The inferential risk is correspondingly the failure of process-invariance."
   }
  ],
  "union": [
   {
    "child": "union",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Union presupposes collections with settled membership tests before inclusive-OR pooling can be defined.",
    "reason": "Union is an operation over collections. Its output and inclusive-OR membership test cannot be stated without sets or set-like collections and a membership relation, but union is not itself a kind of membership."
   }
  ],
  "unity_test": [
   {
    "child": "unity_test",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Unity Test is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Unity Test preserves that general structure while adding its differentia: The rule that decides, in a given system, when a collection of parts counts as one whole rather than many. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "unity_variety": [
   {
    "child": "unity_variety",
    "parent": "balance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Unity and variety is the specific shape balance takes when the competing weights are coherence-pulling consistency and differentiation-pulling novelty.",
    "reason": "Unity and variety is the specific shape balance takes when the competing weights placed in the multi-component field are consistency (the pull toward coherence and recognizability) and variety (the pull toward novelty, contrast, and adaptive difference). It is a structurally-particularized instance of distributing weights so no component overwhelms the others and the aggregate condition is satisfied, with the added commitment that the target state is a relational balance maintaining enough unity for recognition and enough variety to prevent monotony. Both poles are required; pure unity produces stasis, pure variety incoherence."
   }
  ],
  "universality": [
   {
    "child": "universality",
    "parent": "equivalence_relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Universality class is an Equivalence Relation induced by a surviving coarse-grained signature, with one derivable law added for every class member.",
    "reason": "Universality partitions a population of systems by equality of the low-dimensional signature that survives coarse-graining. Equality of that signature is reflexive, symmetric, and transitive and therefore induces disjoint equivalence classes. Universality adds a detail-erasing operation, invariant signature, and shared derivable law; bare equivalence relations need not carry any of those predictive commitments."
   },
   {
    "child": "universality",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Universality typically appears as a macro-level regularity that survives coarse-graining despite heterogeneous microscopic realizations.",
    "reason": "Physical, biological, and network universality commonly exhibits Emergence: a stable coarse-level law arises from many unlike lower-level realizations and is not a property of any one microscopic component. The relation remains typical because formal cases such as equivalence among computational models or limiting theorems can satisfy Universality's class-and-law identity without the live Emergence entry's interacting-part and novel-whole requirements."
   }
  ],
  "universality_in_critical_phenomena": [
   {
    "child": "universality_in_critical_phenomena",
    "parent": "criticality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena presupposes criticality because the universal exponents and scaling functions only emerge near continuous phase transitions.",
    "reason": "Universality in critical phenomena is the fact that disparate systems sharing a small set of abstract properties exhibit identical quantitative critical behaviour, with microscopic details irrelevant in the renormalization-group sense. This presupposes criticality itself: the state at a phase boundary where correlation length diverges and the system is controlled by a fixed point whose properties depend only on universality-class labels. Without criticality supplying the regime where long-distance behaviour decouples from microscopic detail, there is no domain over which universality holds; universality is a property of the critical regime, not of general dynamics."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena is a kind of invariance in which long-distance behavior is preserved under changes of microscopic detail.",
    "reason": "Universality in critical phenomena is a specialization of invariance: critical exponents and scaling functions are preserved under variation of microscopic composition, interaction details, and dimensionality (within a class). It inherits invariance's joint specification \u2014 what is preserved (the critical exponents) under what transformations (renormalization-group flow toward a fixed point) \u2014 particularized to the phase-transition case where the relevant transformation group is the family of microscopic perturbations that the fixed point absorbs as irrelevant."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena presupposes scale because the long-distance behavior is governed by a renormalization-group fixed point spanning scales.",
    "reason": "Universality in critical phenomena presupposes scale because its content concerns how the system reorganizes under coarse-graining: critical exponents describe how correlations behave as one varies the resolution at which the system is described. It inherits scale's commitment that properties and governing laws vary with the level of aggregation, particularized to the case where near a critical point the renormalization-group flow carries microscopic detail toward a scale-invariant fixed point that defines the universality class."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "universality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The physics/critical-phenomena case (RG fixed point) is one instance of the substrate-neutral coarse-graining-preserves-a-low-dimensional-signature pattern (which also yields the CLT, Church-Turing, scale-free networks).",
    "reason": "The physics/critical-phenomena case (RG fixed point) is one instance of the substrate-neutral coarse-graining-preserves-a-low-dimensional-signature pattern (which also yields the CLT, Church-Turing, scale-free networks). universality is the parent. Universality supplies the genus: Systems with different microscopic detail obey identical macroscopic laws because only a low-dimensional signature survives coarse-graining. Universality in Critical Phenomena preserves that general structure while adding its differentia: Shared scaling laws. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "unowned_known_risk": [
   {
    "child": "unowned_known_risk",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A 'governance pathology' explaining why a subclass of KNOWN risks goes un-prevented; presupposes risk.",
    "reason": "A 'governance pathology' explaining why a subclass of KNOWN risks goes un-prevented; presupposes risk. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Unowned Known Risk operates against that background: A hazard that is common knowledge yet reliably un-acted-upon because prevention costs are diffusely owned, horizons mismatch, precursors are normalised, and the outcome is later recast as a surprise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "unowned_known_risk",
    "parent": "free_riding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The diffuse-ownership-of-prevention-cost commitment is a free_riding mechanism; one of the five commitments.",
    "reason": "The diffuse-ownership-of-prevention-cost commitment is a free_riding mechanism; one of the five commitments. Presupposes free_riding as a component. Free Riding supplies the prerequisite condition: The systematic under-provision that results when individuals can enjoy a non-excludable shared good without contributing proportionately to producing it. Unowned Known Risk operates against that background: A hazard that is common knowledge yet reliably un-acted-upon because prevention costs are diffusely owned, horizons mismatch, precursors are normalised, and the outcome is later recast as a surprise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "unreliable_narrator": [
   {
    "child": "unreliable_narrator",
    "parent": "distortion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An unreliable narrator is distortion specialized to a source's systematic reporting function relative to the reality it represents.",
    "reason": "It inherits a stable mapping-induced deviation and adds a receiver who models the source's motives, limits, and bias so the account can be inverted rather than accepted transparently."
   }
  ],
  "vaccine_escape": [
   {
    "child": "vaccine_escape",
    "parent": "risk_migration",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'s T1 names vaccine_escape as the case where the pressure (selection) is genuinely conserved \u2014 a biological instance of risk migration's conservation mechanic.",
    "reason": "'s T1 names vaccine_escape as the case where the pressure (selection) is genuinely conserved \u2014 a biological instance of risk migration's conservation mechanic. After the biology_ecology frame is stripped away, the retained structural roles are those of Risk Migration: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. Vaccine Escape adds the local frame and commitments expressed in its identity: A durable barrier imposed on an adaptive population acts as a selection filter, shifting the population toward variants it cannot engage, so effective coverage falls even though the barrier still works exactly as designed. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "vaccine_escape",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Vaccine Escape is a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Vaccine Escape preserves that general structure while adding its differentia: A durable barrier imposed on an adaptive population acts as a selection filter, shifting the population toward variants it cannot engage, so effective coverage falls even though the barrier still works exactly as designed. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "validation": [
   {
    "child": "validation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Validation presupposes Feedback: confirming fitness for purpose requires routing real-world observations back to test the artifact against intended use.",
    "reason": "Validation asks whether the artifact solves the right problem in its actual operational context, which requires observations of the artifact under realistic use to be routed back as evidence against the intended-purpose specification. That return path is exactly Feedback: output measured and routed back to influence subsequent decisions about the artifact. Without the loop there is no fitness-for-purpose verdict; validation presupposes feedback as the channel through which operational reality informs the verification verdict."
   },
   {
    "child": "validation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Validation presupposes verification because both rest on checking an artifact against a stated criterion via a procedure yielding a verdict.",
    "reason": "Validation presupposes verification because validation's fitness-for-purpose check shares verification's core machinery -- a defined procedure that produces evidence and a verdict against a fixed criterion -- and only shifts which criterion is taken as given. Where verification asks whether the artifact conforms to its specification (building it right), validation asks whether it solves the intended problem (building the right thing). The check-against-criterion structure is the same; validation presupposes it and reapplies it with the use-context as the criterion rather than the spec."
   }
  ],
  "validity_ending_event": [
   {
    "child": "validity_ending_event",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A discrete, dateable in-force -> invalidated status transition (with authority, trigger, effective-date, retention regime, propagation) \u2014 a specialization of state_and_state_transition where the prior state is RETAINED for the record, not destroyed.",
    "reason": "A discrete, dateable in-force -> invalidated status transition (with authority, trigger, effective-date, retention regime, propagation) \u2014 a specialization of state_and_state_transition where the prior state is RETAINED for the record, not destroyed. State and State Transition supplies the genus: Captures system condition and evolution. Validity-ending Event preserves that general structure while adding its differentia: A discrete, dateable moment at which a previously in-force entity is declared no longer valid while continuing to exist as a retained historical object. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "value_commensuration": [
   {
    "child": "value_commensuration",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Value commensuration presupposes comparison because constructing a common metric across incommensurable frameworks is what makes them comparable at all.",
    "reason": "Value commensuration presupposes comparison because its entire purpose is to translate heterogeneous values from different frameworks into a common metric so that comparison becomes possible. Comparison supplies the general operation of placing items under a shared frame with an alignment rule; commensuration is the specific upstream construction work that builds that shared frame where none exists naturally between, say, ecological and monetary values. Without comparison as the target operation, the work of commensuration would have no purpose; commensuration exists precisely to enable comparison across frameworks that resist it."
   },
   {
    "child": "value_commensuration",
    "parent": "translation_and_conceptual_bridging",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Value commensuration presupposes translation because constructing a common metric across incommensurable frameworks is an instance of mapping between conceptual systems.",
    "reason": "Value commensuration presupposes translation and conceptual bridging because constructing a common metric across heterogeneous value frameworks \u2014 ecological, economic, social, ethical \u2014 is an instance of mapping between incommensurable conceptual systems and managing the inevitable loss of meaning that mapping entails. Translation supplies the general structural process of converting representations across frameworks with attention to where translation distorts or omits; commensuration supplies the specific case where the source frameworks are value systems and the target is a single aggregable scale, with the same characteristic loss, distortion, and contestation that all cross-framework translation incurs."
   },
   {
    "child": "value_commensuration",
    "parent": "commensurability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Value commensuration is the specific shape commensurability takes when heterogeneous values must be translated into a common metric for trade-off.",
    "reason": "Commensurability is the structural property that lets diverse quantities be expressed in a common unit, enabling comparison, ranking, and trade-off. Value commensuration is the particular shape this property takes when the quantities are heterogeneous values rooted in different ethical, ecological, or social frameworks. It is a structurally-particularized instance of common-metric construction in which the translation is contested, involves loss of meaning, and is itself a moral choice rather than a neutral technical operation. The specific machinery is the constructed metric and its acknowledged distortions."
   }
  ],
  "value_of_information": [
   {
    "child": "value_of_information",
    "parent": "expected_value",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Value of Information averages decision improvement over the possible evidence outcomes and their probabilities.",
    "reason": "The value is defined before evidence arrives, so each possible observation must be weighted by its probability and the resulting best achievable outcome. Expected Value is therefore an internal mathematical constituent, not merely a neighboring use. Value of Information adds the comparison between acting now and acting after observing evidence."
   },
   {
    "child": "value_of_information",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information has decision value only relative to a choice whose selected action could change or improve after evidence arrives.",
    "reason": "Evidence may have curiosity, archival, or explanatory value without affecting any action. Value of Information isolates the decision-theoretic quantity: the expected gain in the best available choice. If no decision, payoff, or threshold can respond to the evidence, its value in this sense is zero."
   },
   {
    "child": "value_of_information",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The comparison presupposes unresolved uncertainty about states or consequences that additional evidence could reduce.",
    "reason": "When the relevant state and action consequences are already known, information cannot improve the choice and the value collapses to zero. Uncertainty supplies the unresolved alternatives over which evidence can change beliefs; the prime adds the decision-sensitive valuation of reducing that uncertainty."
   }
  ],
  "vantage_induced_omission": [
   {
    "child": "vantage_induced_omission",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The omission failure mechanism is built directly from viewpoint's access/occlusion/bias-profile structure.",
    "reason": "The omission failure mechanism is built directly from viewpoint's access/occlusion/bias-profile structure. Viewpoint supplies the prerequisite condition: A position fixes an access set, an occlusion set, and a bias profile. Vantage-Induced Omission operates against that background: An apparatus's structural vantage makes some regions of a landscape reachable and others constitutively invisible, so its output is mistaken for the landscape rather than the landscape-restricted-to-its-vantage. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "variance_bounds_selection_response": [
   {
    "child": "variance_bounds_selection_response",
    "parent": "variation_strategies",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "This prime supplies the THEORETICAL NECESSITY that variation_strategies serve \u2014 variance-regeneration is mandatory because selection consumes the variance it acts on.",
    "reason": "This prime supplies the THEORETICAL NECESSITY that variation_strategies serve \u2014 variance-regeneration is mandatory because selection consumes the variance it acts on. Presupposes variation as the diversity-generating tactic family it quantifies. Variation Strategies supplies the prerequisite condition: Deliberately injecting controlled variation into a system and selecting from the results to explore alternatives, accelerate learning, and gain robustness. Variance Bounds Selection Response operates against that background: The rate at which selection shifts a population's mean equals within-population variance times selection intensity, so variance is the fuel selection consumes and must be regenerated. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "variant_access_point": [
   {
    "child": "variant_access_point",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alias-to-authority is implemented through indirection (a resolution layer routes a variant to its authority) but is the specific asymmetric, many-to-one, identity-aggregating use of it.",
    "reason": "Alias-to-authority is implemented through indirection (a resolution layer routes a variant to its authority) but is the specific asymmetric, many-to-one, identity-aggregating use of it. Indirection is the generic mechanism; the aggregation-bearing many-to-one asymmetry is the specialization. Presupposes indirection. Indirection supplies the prerequisite condition: Introduces intermediary references. Alias-to-Authority Mapping operates against that background: One canonical form for a referent is maintained while every variant label routes many-to-one to it, so identity aggregates while the referent stays reachable by any name. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "variant_access_point",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Routing every variant label to one authority presupposes the equivalence partition induced by sharing that authority target.",
    "reason": "On the carrier of recorded labels, define two labels as equivalent exactly when their resolution function returns the same authority. That relation is reflexive, symmetric, and transitive and partitions labels into referent classes before one member receives authority status. Mapping cannot safely aggregate identity without that same-referent partition."
   }
  ],
  "variation_sociolect": [
   {
    "child": "variation_sociolect",
    "parent": "diversity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Variation and sociolect is a specialization of diversity in which the meaningful variation is systematic linguistic difference correlated with social factors.",
    "reason": "Variation and sociolect is a specialization of diversity in which the varying elements are linguistic features and the dimensions of variation are social: class, ethnicity, gender, age, region, profession. It inherits the general diversity commitment that meaningful variation across elements has functional consequences and is more than mere heterogeneity, and specializes by fixing the variation to rule-governed linguistic alternation correlated with social factors, with apparent-time methodology and quantitative sociolinguistic patterns supplying the empirical apparatus that distinguishes systematic sociolinguistic variation from random speech-individual difference."
   }
  ],
  "variation_strategies": [
   {
    "child": "variation_strategies",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Variation strategies presuppose learning because deliberately injected variation produces value only when the system can detect, retain, and act on the surfaced alternatives.",
    "reason": "Variation strategies presuppose learning because injecting controlled variation \u2014 through mutation, A/B testing, portfolio diversification, or exploratory perturbation \u2014 produces value only when the system can detect outcomes, retain what works, and update its internal capability accordingly. Without learning's durable, experience-driven self-update of an agent or system, the variation would produce alternatives that are never integrated into improved performance. Learning supplies the selective-retention machinery that converts surfaced variation into accumulated capability, making variation strategies operationally meaningful rather than mere noise-generation."
   },
   {
    "child": "variation_strategies",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Variation strategies deliberately apply the variation-selection-retention engine to explore alternatives and gain robustness.",
    "reason": "Variation strategies deliberately apply the variation-selection-retention engine to explore alternatives and gain robustness. Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Variation Strategies preserves that general structure while adding its differentia: Deliberately injecting controlled variation into a system and selecting from the results to explore alternatives, accelerate learning, and gain robustness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "vector_space": [
   {
    "child": "vector_space",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Vector Space presupposes Set and Membership, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Vector Space operates against that background: A collection closed under linear combination, where adding and scaling are coherent. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "verification": [
   {
    "child": "verification",
    "parent": "evaluation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Verification is the strict species of Evaluation whose criterion is a stated specification and whose defined checking procedure yields evidence and a conformance verdict.",
    "reason": "Verification preserves Evaluation's bounded object, criterion frame, relevant observations, and evaluative result, then supplies the exact differentia: the criterion is a specification taken as given, the mapping is a defined checking procedure, and the result is a conformance verdict supported by evidence. Evaluations may instead use open, plural, purposive, comparative, or aesthetic criteria and need not test specification conformance."
   }
  ],
  "verifier_prover_asymmetry": [
   {
    "child": "verifier_prover_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parent-to-child \u2014 verifier_prover_asymmetry is the specific loaded instance of asymmetry, the cost imbalance between finding and checking the SAME object, carrying the split-finding-from-checking design license the bare primitive lacks.",
    "reason": "Parent-to-child \u2014 verifier_prover_asymmetry is the specific loaded instance of asymmetry, the cost imbalance between finding and checking the SAME object, carrying the split-finding-from-checking design license the bare primitive lacks. Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Verifier-Prover Asymmetry preserves that general structure while adding its differentia: Verifying a candidate solution is qualitatively cheaper than finding one, and the cost-ratio supports a characteristic class of designs that split finding from checking. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "virtualization": [
   {
    "child": "virtualization",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Virtualization is a specialization of indirection in which the interposed reference simulates a dedicated underlying resource over a shared substrate.",
    "reason": "Virtualization is a specialization of indirection in which the interposed layer is designed to present an abstracted, logically separated simulation of an underlying physical resource so that multiple consumers each appear to have exclusive access. It inherits the general indirection commitment of accessing a provider through a referencing mechanism so that the provider's identity, location, or implementation can change transparently. Its specialization is that the layer additionally translates logical operations into physical ones, manages isolation, and multiplexes a shared substrate among independent instances."
   }
  ],
  "virtue_ethics": [
   {
    "child": "virtue_ethics",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Virtue ethics presupposes normativity because it offers a standard of correctness \u2014 virtuous character \u2014 against which actions and persons are evaluated.",
    "reason": "Virtue ethics presupposes normativity because it is constituted as a first-order theory of what makes character and action correct, locating the standard in stable excellences of disposition rather than in rules or consequences. Without normativity's prior structure \u2014 a domain in which some states are held to be required, permissible, or prohibited relative to a standard \u2014 there is no evaluative dimension for virtues to anchor. Virtue ethics imports that ought-side machinery and supplies its own candidate for the standard: the virtuous person and the patterns of perception, emotion, and action proper to flourishing."
   }
  ],
  "visioning": [
   {
    "child": "visioning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Visioning is a specialization of foresight that articulates a normatively-chosen desired future as orientation for action.",
    "reason": "Visioning is a specialization of foresight. Specifically, it instantiates the structured-anticipation-of-futures stance in the normative mode, asking what future is desired rather than what is likely, and producing a value-laden aspirational description that orients strategic choice and resource allocation. Like other foresight methods, it operates over a defined time horizon and informs present action under uncertainty; unlike forecasting or scenario planning, its output is explicitly motivational and goal-fixing rather than descriptive, occupying the normative slot in the foresight methods stack."
   }
  ],
  "vouched_anonymity": [
   {
    "child": "vouched_anonymity",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The recipient must accept vulnerability under incomplete contributor monitoring based on positive expectations of the intermediary's competence and integrity.",
    "reason": "The recipient must accept vulnerability under incomplete contributor monitoring based on positive expectations of the intermediary's competence and integrity. Vouched Anonymity is not a kind of Trust; it is an assurance architecture that deliberately relocates and concentrates a residual trust relation. Without reliance on the intermediary, hidden-origin contributions have no substitute credibility channel and collapse to unsupported assertions. Trust exists without hidden contributors, but this architecture cannot function unless the recipient trusts the vouching intermediary."
   },
   {
    "child": "vouched_anonymity",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The architecture exists because identity and source-vantage knowledge are unequally distributed between contributor, intermediary, and final recipient.",
    "reason": "The architecture exists because identity and source-vantage knowledge are unequally distributed between contributor, intermediary, and final recipient. Vouched Anonymity is a response architecture, not the unequal-knowledge condition itself. If every recipient could inspect and verify the contributor directly, the vouching substitution and its corroboration premium would have no work to do. Information asymmetry occurs without intermediation; this architecture is specifically built on and partly manages that prior condition."
   }
  ],
  "vulnerability_decomposition": [
   {
    "child": "vulnerability_decomposition",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A multiplicative factorisation V = Exposure \u00d7 Sensitivity / Adaptive-Capacity of a system-stressor pair, each factor with its own intervention family \u2014 a specialization of decomposition applied to a vulnerability scalar.",
    "reason": "A multiplicative factorisation V = Exposure \u00d7 Sensitivity / Adaptive-Capacity of a system-stressor pair, each factor with its own intervention family \u2014 a specialization of decomposition applied to a vulnerability scalar. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Vulnerability Decomposition preserves that general structure while adding its differentia: A system's vulnerability to a named stressor factors into exposure, sensitivity, and adaptive capacity, each admitting its own intervention family. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "vulnerability_decomposition",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This is the recipe for the VULNERABILITY FACTOR ONLY of Risk = Hazard \u00d7 Vulnerability; presupposes risk and feeds the risk equation (probability multiplied back at the risk level).",
    "reason": "This is the recipe for the VULNERABILITY FACTOR ONLY of Risk = Hazard \u00d7 Vulnerability; presupposes risk and feeds the risk equation (probability multiplied back at the risk level). Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Vulnerability Decomposition operates against that background: A system's vulnerability to a named stressor factors into exposure, sensitivity, and adaptive capacity, each admitting its own intervention family. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "war_of_attrition": [
   {
    "child": "war_of_attrition",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'every war of attrition is a competition, but the converse fails' \u2014 it is the specific contest where the prize goes to whoever persists longest while paying continuously, all paid cost sunk, with a closed-form dissipation result.",
    "reason": "'every war of attrition is a competition, but the converse fails' \u2014 it is the specific contest where the prize goes to whoever persists longest while paying continuously, all paid cost sunk, with a closed-form dissipation result. A strict specialization of competition (a footrace/sealed-bid auction is competition but not this). Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. War Of Attrition preserves that general structure while adding its differentia: A contest decided by who pays continuously the longest, with all paid cost sunk and the prize dissipated in the paying. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "wargaming": [
   {
    "child": "wargaming",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Wargaming is a foresight method \u2014 disciplined anticipation of plural futures via adaptive move/counter-move rehearsal.",
    "reason": "Wargaming is a foresight method \u2014 disciplined anticipation of plural futures via adaptive move/counter-move rehearsal. A specialization of foresight whose distinctive move is substituting an adaptive agent for a probability distribution. Foresight supplies the genus: Disciplined anticipation of plural possible futures to keep present action adaptive across the range of plausible outcomes. Wargaming preserves that general structure while adding its differentia: Rehearse a plan against an adaptive opponent, turn by turn, to surface the assumptions it hid. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "washout_failure": [
   {
    "child": "washout_failure",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Washout failure is a specific TEMPORAL variety of confounding: the confounder is the residual state of a prior condition on the same unit, decaying on a half-life, biasing a successor estimate.",
    "reason": "Washout failure is a specific TEMPORAL variety of confounding: the confounder is the residual state of a prior condition on the same unit, decaying on a half-life, biasing a successor estimate. frames it as 'one particular member' of confounding. Confounding supplies the genus: Hidden variable interference. Washout Failure preserves that general structure while adding its differentia: When the same unit is observed under successive conditions, residual state from the first contaminates the second unless a gap long enough to dissipate it is built in, so underestimating that dissipation time reads the decaying tail of the old condition as an effect of the new one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "wave_particle_duality": [
   {
    "child": "wave_particle_duality",
    "parent": "wave",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Wave-particle duality presupposes wave because the dual aspect requires that the entity exhibit characteristic wave properties under wave-context experimental probing.",
    "reason": "Wave-particle duality is the claim that physical entities exhibit both wave-like and particle-like properties depending on experimental context, which requires the wave concept as one half of the duality. Without wave's machinery \u2014 propagating disturbance with characteristic interference, diffraction, superposition, and phase relationships obeying a dispersion relation \u2014 there would be no wave aspect for the duality to ascribe to electrons, photons, and atoms. The wave prime supplies one of the two structural vocabularies the duality holds in complementary tension."
   },
   {
    "child": "wave_particle_duality",
    "parent": "duality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wave-particle duality is a specialization of duality in which the paired structure-preserving descriptions are the wave and particle pictures of a quantum entity.",
    "reason": "Wave-particle duality is a specialization of duality in which the two paired descriptions are the wave aspect (interference, diffraction, superposition) and the particle aspect (localization, quantization, discrete countability) of a single quantum entity. It inherits the general duality commitment of a structure-preserving correspondence between two formulations such that each uniquely determines the other and each can substitute for the other for specified purposes. Its specialization is that which aspect appears is fixed by experimental context, and the two are complementary rather than contradictory."
   },
   {
    "child": "wave_particle_duality",
    "parent": "complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wave and particle descriptions are mutually non-overlapping yet jointly exhaustive characterizations of quantum entities, the exact structure complementarity names.",
    "reason": "Wave and particle descriptions are mutually non-overlapping yet jointly exhaustive characterizations of quantum entities, the exact structure complementarity names. Complementarity supplies the genus: Two non-overlapping roles that jointly exhaust a whole and require each other. Wave-Particle Duality preserves that general structure while adding its differentia: Dual nature of matter. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "weak_ties": [
   {
    "child": "weak_ties",
    "parent": "diversity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Weak ties is a kind of diversity in which low-redundancy bridging connections supply non-overlapping information unavailable within tight clusters.",
    "reason": "Weak ties is a specialization of diversity: the structural pattern of low-redundancy bridges across structural holes brings together regions of a network with non-overlapping information, generating functional variation in what each region knows. It inherits diversity's commitment to meaningful variation with functional consequences \u2014 for robustness, adaptability, novelty \u2014 particularized to the network-topology case where the load-bearing variation is informational and the diversity is delivered precisely by the bridging-tie structure."
   },
   {
    "child": "weak_ties",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Weak ties presupposes network because bridging value across structural holes is only definable against a connection pattern with clusters and gaps.",
    "reason": "Weak ties names the disproportionate value of low-intensity links that span otherwise-separated clusters in a connection structure. The very claim that a tie is a bridge requires a network in which there are distinct clusters, structural holes between them, and paths whose reachability depends on which links exist. Without the connection pattern as a first-class object \u2014 who is connected to whom, with cluster density and gap structure \u2014 there is no distinction between redundant within-cluster links and bridging between-cluster links for weak ties to exploit."
   }
  ],
  "well_foundedness_well_ordering": [
   {
    "child": "well_foundedness_well_ordering",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-Foundedness presupposes Recurrence: descending chains and induction take meaning only against repeated reapplication of a step.",
    "reason": "Well-foundedness is the property that every non-empty subset of a relation has a minimal element and no infinite descending chain exists, the structural guarantee that recursive reapplication of a step must terminate. That guarantee is defined relative to Recurrence \u2014 the repeated reappearance of a process or value across iterations or instances \u2014 because well-foundedness governs precisely how such repetition behaves. Without the recurrence pattern there is no descending chain to bound and well-foundedness has no content to assert."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-Foundedness presupposes Iteration: it is the structural guarantee that iterative or recursive descent must terminate.",
    "reason": "Well-foundedness is the structural property that justifies induction, recursion, and termination by ruling out infinite descending chains. Its content \u2014 that any iterative descent through smaller elements must bottom out \u2014 is meaningful only against Iteration, the repeated application of a step where each round feeds the next. Well-foundedness presupposes iteration as the surrounding structure whose termination it certifies; without an iterative process to bound, the no-infinite-descent property has nothing to apply to."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "order",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-foundedness presupposes order because it is a property of a binary order relation: every non-empty subset has a minimal element with no infinite descending chain.",
    "reason": "Well-foundedness presupposes order because its definition is a property of a binary order relation on a set: every non-empty subset admits a minimal element, equivalently no infinite descending chain. Order supplies the underlying ranking-and-precedence structure with reflexivity-or-irreflexivity, antisymmetry-or-asymmetry, and transitivity; well-foundedness adds the strengthening that descent must terminate. Without the prior availability of a binary order relation to be evaluated for descending chains, the well-foundedness criterion has no object to apply to and no notion of \"descending\" to constrain."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "termination_condition",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The well-foundedness argument that guarantees the predicate is reached (the resource-branch backstop).",
    "reason": "The well-foundedness argument that guarantees the predicate is reached (the resource-branch backstop). After the mathematics frame is stripped away, the retained structural roles are those of Termination Condition: An explicit, checkable predicate that decides whether an iterative or recursive process stops or continues. Well-Foundedness (Well-Ordering) adds the local frame and commitments expressed in its identity: Prevents infinite descent. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "wild_cards": [
   {
    "child": "wild_cards",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wild cards is a kind of foresight tool in which low-probability high-impact events are nameable and tracked in scenario planning.",
    "reason": "Wild cards is a specialization of foresight: it is one named methodology within the foresight stack for engaging plural possible futures, particularized to the case of low-probability high-impact events that are specifiable in advance. It inherits foresight's commitment to structured anticipation of multiple futures under uncertainty \u2014 turning the future into an object of disciplined inquiry \u2014 and operationalizes it through watchlists, registers, and scenario tests for nameable shock events that routine planning would otherwise miss."
   },
   {
    "child": "wild_cards",
    "parent": "black_swan_high_impact_low_probability_events",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Wild cards presuppose the black swan pattern because they share its high-impact-from-low-probability signature while specializing to nameable-in-prospect events.",
    "reason": "Wild cards presuppose the black swan pattern because they share its defining combination -- rarity and outsized impact relative to routine outcomes -- and meaningfully exist only against the model in which most planning assumptions ignore tail events. The wild-card refinement is being nameable in prospect: unlike true black swans (unnameable until they occur), wild cards live on watchlists and risk registers as specific identifiable possibilities. Without the black swan framing of routine-model failure under tail dominance, wild card discipline has no point of leverage."
   }
  ],
  "winner_s_curse": [
   {
    "child": "winner_s_curse",
    "parent": "selection_on_noisy_estimates",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Winner's Curse is the common-value contest species that selects the maximum or minimum among several noisy estimates.",
    "reason": "Noisy appraisals determine selection, and conditioning on the winning estimate shifts its error toward the winning tail even when each appraisal was unbiased before the contest. The child adds several competitors or alternatives estimating one common or correlated value, an extremum selection rule, and a correction conditional on having beaten the field."
   }
  ],
  "winner_take_all_market": [
   {
    "child": "winner_take_all_market",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Winner-take-all is 'the specific case where the reward function is convex in rank near the top'; 'most competition is not winner-take-all (rewards often scale roughly with rank).' A strict specialization of competition by payoff-geometry.",
    "reason": "Winner-take-all is 'the specific case where the reward function is convex in rank near the top'; 'most competition is not winner-take-all (rewards often scale roughly with rank).' A strict specialization of competition by payoff-geometry. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Winner Take All Market preserves that general structure while adding its differentia: A payoff structure convex in rank concentrates most reward at the top, so small skill gaps produce vast reward gaps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "winner_take_all_market",
    "parent": "increasing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Increasing_returns is 'one of the most common SOURCES of winner-take-all convexity' (network effects, fixed-cost amortization) \u2014 but not identical (a fixed convex prize schedule produces it with constant returns).",
    "reason": "Increasing_returns is 'one of the most common SOURCES of winner-take-all convexity' (network effects, fixed-cost amortization) \u2014 but not identical (a fixed convex prize schedule produces it with constant returns). Increasing Returns supplies the prerequisite condition: Marginal benefit of each additional unit rises rather than falls as the cumulative state grows, compounding advantage. Winner Take All Market operates against that background: A payoff structure convex in rank concentrates most reward at the top, so small skill gaps produce vast reward gaps. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "wisdom_of_the_crowds": [
   {
    "child": "wisdom_of_the_crowds",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wisdom of the crowds is the specific shape aggregation takes when many independent noisy signals are combined into a more accurate collective estimate.",
    "reason": "Wisdom of the crowds is the structurally-particularized form aggregation takes in the information-pooling case: many items (private signals) are collapsed into a unified form (the median or mean estimate) that retains the central tendency while suppressing individual error. It inherits aggregation's commitment to deliberate information loss with retained chosen features, particularized to the case where independence and diversity of inputs cancel individual error in expectation. Galton's ox-weight median is the canonical instance."
   },
   {
    "child": "wisdom_of_the_crowds",
    "parent": "population_coding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Wisdom of the Crowds is typically a specialization of Population Coding, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Population Coding supplies the genus: Information about a quantity is carried by the joint pattern across many individually noisy elements and read out by a decoder, yielding precision and robustness no single element provides. Wisdom of the Crowds preserves that general structure while adding its differentia: Many independent noisy signals combine into an estimate better than any individual (information aggregation). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "withdrawal_rebound": [
   {
    "child": "withdrawal_rebound",
    "parent": "stressor_induced_adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Withdrawal rebound is the release phase of the compensation that Stressor-Induced Adaptation builds.",
    "reason": "There is no rebound without prior accumulated opposing compensation. Stressor-Induced Adaptation supplies the build-up under sustained input; Withdrawal Rebound adds abrupt removal, timescale mismatch, and the opposite-direction overshoot."
   },
   {
    "child": "withdrawal_rebound",
    "parent": "homeostasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Withdrawal rebound typically depends on a homeostatic opponent-compensation loop left temporarily unopposed after input removal.",
    "reason": "Pharmacological, endocrine, behavioral, and many policy examples adapt through setpoint-defending compensation. Engineered integrator wind-up can reproduce the same two-timescale release transient without a full biological homeostatic architecture, so the dependency is typical."
   },
   {
    "child": "withdrawal_rebound",
    "parent": "constraint_release",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Withdrawal Rebound is Constraint Release specialized to a constraint that induced a slower opposing compensation before it was removed.",
    "reason": "Constraint Release is the broader unmasking event in which removing a binding input reveals behavior previously held down. Withdrawal Rebound adds prior adaptive opposition, fast removal relative to compensation decay, and a transient excursion past baseline."
   }
  ],
  "wizard_of_oz_prototyping": [
   {
    "child": "wizard_of_oz_prototyping",
    "parent": "design_prototyping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Ordinary design_prototyping builds a REAL but partial interior; wizard_of_oz specifically FAKES the interior with a concealed substitute and aims validation at experience not buildability.",
    "reason": "Ordinary design_prototyping builds a REAL but partial interior; wizard_of_oz specifically FAKES the interior with a concealed substitute and aims validation at experience not buildability. A specialized species (concealment and interior-absence) of design_prototyping. Design Prototyping supplies the genus: Early models for testing. Wizard Of Oz Prototyping preserves that general structure while adding its differentia: Validate a planned system cheaply by making its surface convincingly present while a hidden operator supplies the not-yet-built interior. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "yield_loss": [
   {
    "child": "yield_loss",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Yield loss is conservation-closed deficit ACCOUNTING \u2014 it presupposes a balance/aggregation that forces named loss channels to sum to the deficit (mass/energy/cohort balance).",
    "reason": "Yield loss is conservation-closed deficit ACCOUNTING \u2014 it presupposes a balance/aggregation that forces named loss channels to sum to the deficit (mass/energy/cohort balance). Built on the partition-and-sum operation."
   },
   {
    "child": "yield_loss",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The decisive move is decomposing one deficit scalar into a partition of named, rankable, removable loss channels \u2014 a specialized decompose-and-attack protocol.",
    "reason": "The decisive move is decomposing one deficit scalar into a partition of named, rankable, removable loss channels \u2014 a specialized decompose-and-attack protocol. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Yield Loss preserves that general structure while adding its differentia: The gap between a transformation's theoretical maximum output and its realized output, decomposed under a balance constraint into named loss channels that sum to the deficit and can be ranked and attacked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "zero_knowledge_proof": [
   {
    "child": "zero_knowledge_proof",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "ZKP fills verification's five-role schema (claim/protocol/challenge-response/transcript/verdict) with added zero-knowledgeness \u2014 a species of verification protocol, not a component of it.",
    "reason": "ZKP fills verification's five-role schema (claim/protocol/challenge-response/transcript/verdict) with added zero-knowledgeness \u2014 a species of verification protocol, not a component of it. Verification supplies the genus: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Zero Knowledge Proof preserves that general structure while adding its differentia: Convince a verifier a claim is true while revealing nothing beyond its truth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "zero_sum_game": [
   {
    "child": "zero_sum_game",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Zero-Sum Game strictly presupposes a strategy-profile space over which total payoff remains invariant.",
    "reason": "Zero-Sum Game classifies a strategic interaction by testing total payoff across alternative strategy profiles. It therefore requires players, their admissible Game-Theoretic Strategies, and the profiles those strategies form. The game is not itself a contingent policy from information to action; Strategy is required machinery for stating the invariant, not a merely typical association."
   }
  ],
  "zone_of_proximal_development_zpd": [
   {
    "child": "zone_of_proximal_development_zpd",
    "parent": "readiness_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Zone of Proximal Development (ZPD) is typically a specialization of Readiness Window, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Readiness Window supplies the genus: A receptive substrate enters a bounded opening-interior-closing interval during which a class of interventions can take hold. Zone of Proximal Development (ZPD) preserves that general structure while adding its differentia: Learn with guidance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ]
 },
 "by_parent": {
  "private_public_preference_divergence": [
   {
    "child": "abilene_paradox",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abilene Paradox is a specialization of Private-Public Preference Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Private-Public Preference Divergence supplies the genus: A systematic gap between the distribution of privately-held preferences (or beliefs) in a group and the distribution publicly expressed or inferred, sustained because each member reads others' conformity as conviction and conforms in turn. Abilene Paradox preserves that general structure while adding its differentia: A group converges on an action no member privately endorses because each misreads the others' silence or polite assent as genuine preference, so the aggregation channel filters out exactly the disagreement that would have revealed the better option. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "pluralistic_ignorance",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pluralistic Ignorance is the misread-conformity species of Private-Public Preference Divergence in which members mistake others' public compliance for private endorsement.",
    "reason": "Private-Public Preference Divergence supplies two distributions over one population, a systematic gap between what members privately hold and what is publicly expressed or inferred, and a loop that sustains the gap. Pluralistic Ignorance inherits that full structure and adds its distinctive mechanism: each member treats others' silence or conformity as sincere conviction, underestimates how many share the private dissent, and therefore continues the public behavior that misleads everyone else."
   },
   {
    "child": "preference_falsification",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Preference Falsification is a specialization of Private-Public Preference Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Private-Public Preference Divergence supplies the genus: A systematic gap between the distribution of privately-held preferences (or beliefs) in a group and the distribution publicly expressed or inferred, sustained because each member reads others' conformity as conviction and conforms in turn. Preference Falsification preserves that general structure while adding its differentia: Under asymmetric cost on expression, agents voice a cheaper preference than the one they privately hold, so the visible distribution diverges from the held one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "spiral_of_silence",
    "parent": "private_public_preference_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence is the temporal-feedback species of Private-Public Preference Divergence in which suppression recursively steepens the apparent majority.",
    "reason": "Every spiral sustains a gap between privately held and publicly expressed opinion, then adds the specific mechanism that the visible gap changes perceived climate and raises the cost of later dissent. Private-Public Preference Divergence can exist as a snapshot or through other mechanisms, so Spiral of Silence is its strict feedback-driven species."
   }
  ],
  "evidence": [
   {
    "child": "absence_as_information",
    "parent": "evidence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absence as information is evidence carried by an expected but missing trace under a modeled absence-generating process.",
    "reason": "The child specializes evidence to a non-occurrence whose likelihood under competing hypotheses is discriminating. A modeled expectation and an understood absence-generating process are required; uninstrumented silence does not satisfy the genus."
   },
   {
    "child": "production_signature",
    "parent": "evidence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A production signature is the evidence species in which an observable output trace bears defeasibly on the hypothesis that a particular process made it.",
    "reason": "It inherits the hidden state, trace-producing mechanism, observable trace, inference rule, dependence-sensitive aggregation, and defeaters. It narrows the hypothesis to source identity and the trace to involuntary, stable, cross-output regularities surviving content normalization."
   }
  ],
  "bayesian_updating": [
   {
    "child": "absence_of_evidence_vs_evidence_of_absence",
    "parent": "bayesian_updating",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A named guard against a degenerate Bayesian update where the detection likelihood P(null|present) is silently set to 1; it presupposes the updating machinery and forces the omitted likelihood term.",
    "reason": "A named guard against a degenerate Bayesian update where the detection likelihood P(null|present) is silently set to 1; it presupposes the updating machinery and forces the omitted likelihood term. Bayesian Updating supplies the prerequisite condition: Update beliefs with evidence. Absence Of Evidence Vs Evidence Of Absence operates against that background: A null finding becomes evidence against a claim only in proportion to how likely the search was to detect the claim had it been true. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "cromwells_rule",
    "parent": "bayesian_updating",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cromwell's rule is a specific boundary CONSTRAINT on bayesian_updating: because zero is absorbing for multiplication, contingent priors must stay off 0 and 1 or the update is inert.",
    "reason": "Cromwell's rule is a specific boundary CONSTRAINT on bayesian_updating: because zero is absorbing for multiplication, contingent priors must stay off 0 and 1 or the update is inert. A corollary of the algebra, a specialization of the general updating mechanism."
   },
   {
    "child": "false_positive_paradox",
    "parent": "bayesian_updating",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The paradox 'is an application of Bayes' rule' \u2014 posterior odds = prior odds x likelihood ratio \u2014 but 'a single, sharp corollary' (low-prior PPV collapse), not the whole machinery.",
    "reason": "The paradox 'is an application of Bayes' rule' \u2014 posterior odds = prior odds x likelihood ratio \u2014 but 'a single, sharp corollary' (low-prior PPV collapse), not the whole machinery. A specialization of bayesian_updating. Bayesian Updating supplies the genus: Update beliefs with evidence. False Positive Paradox preserves that general structure while adding its differentia: Under a rare base rate, most positive flags are wrong even when the detector is highly accurate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "paradox_of_unanimity",
    "parent": "bayesian_updating",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The sign-flip is a Bayesian non-monotonicity: it presupposes posterior updating over a three-hypothesis model (true / false / independence-broken).",
    "reason": "The sign-flip is a Bayesian non-monotonicity: it presupposes posterior updating over a three-hypothesis model (true / false / independence-broken). It is the conservation result that updating yields once a systemic-failure prior is admitted. Bayesian Updating supplies the prerequisite condition: Update beliefs with evidence. Paradox of Unanimity operates against that background: Agreement beyond what independent observation could produce becomes evidence against the conclusion, signaling a broken-independence failure mode. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "statistical_inference": [
   {
    "child": "absence_of_evidence_vs_evidence_of_absence",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'one sharp lesson' within the broad apparatus of statistical_inference \u2014 the specific asymmetry that a null counts only in proportion to detection power.",
    "reason": "'one sharp lesson' within the broad apparatus of statistical_inference \u2014 the specific asymmetry that a null counts only in proportion to detection power. Statistical Inference supplies the genus: Reasoning from a finite, noisy sample back to the underlying population or process while explicitly quantifying the uncertainty that sampling introduces. Absence Of Evidence Vs Evidence Of Absence preserves that general structure while adding its differentia: A null finding becomes evidence against a claim only in proportion to how likely the search was to detect the claim had it been true. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "confidence_intervals",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confidence intervals presuppose statistical inference because they are an interval-estimate procedure whose calibrated coverage is defined within the inferential framework.",
    "reason": "A confidence interval is a procedure that produces interval estimates with a pre-specified long-run coverage probability under repeated sampling \u2014 a structure intelligible only within statistical inference's machinery of treating observed data as one draw from a probability model and reasoning about underlying parameters under sampling variability. Without that inferential framework, the long-run frequency interpretation that gives the interval its calibration would be vacuous, and the procedure would degenerate to bare data summarization. Statistical inference supplies the sampling-framework substrate the confidence-interval procedure operates in."
   },
   {
    "child": "distributional_assumption",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distributional assumption presupposes statistical inference because the commitment to a distribution family is meaningful only within the inferential reasoning it enables.",
    "reason": "A distributional assumption is a structural commitment to model uncertain quantities under a specific probability-distribution family, made in service of drawing conclusions from samples about populations or future outcomes. Without statistical inference's machinery \u2014 reasoning from finite observations to underlying processes with explicit accounting for sampling variability and model uncertainty \u2014 there would be no purpose to imposing distributional structure on data. Statistical inference supplies the reasoning context that makes the distributional-assumption choice a load-bearing modeling decision rather than mere descriptive labeling."
   },
   {
    "child": "hypothesis_testing_null_vs_alternative",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hypothesis testing is a specialization of statistical inference that frames the inferential question as a pre-specified decision between two complementary hypotheses.",
    "reason": "Hypothesis testing is a specialization of statistical inference in which the inference is cast as a formal decision under sampling uncertainty: a null and an alternative are stated in advance, a test statistic with a known null distribution is chosen, and a threshold is set to control long-run error rates. It inherits the general inferential commitment of reasoning from finite samples to population claims under explicit accounting for variability, and specializes by structuring that reasoning as a dichotomous reject/retain verdict with controlled error probabilities."
   },
   {
    "child": "nonparametric_methods",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nonparametric methods are a specialization of statistical inference characterized by minimal assumptions about the underlying distribution's functional form.",
    "reason": "Nonparametric methods are the distribution-free or distribution-light specialization of statistical inference: they draw conclusions about populations from samples without committing to a specific parametric distribution family, relying instead on ranks, order statistics, resampling, or flexible estimators. Where statistical inference names the broad reasoning from sample to population under explicit uncertainty accounting generally, the nonparametric specialization fixes the assumption profile as minimal, trading some efficiency under correctly-specified models for robustness across distributional shapes."
   },
   {
    "child": "selection_bias",
    "parent": "statistical_inference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Selection bias presupposes statistical inference because it names a distortion in the very inferential move from sample to population.",
    "reason": "Selection bias presupposes statistical inference because the bias it names is a distortion of the inference from sample to population: associations observed in a recorded sample may misrepresent the target population when entry, retention, or measurement is itself associated with exposure and outcome. Without the prior commitment that finite samples are being used to draw conclusions about an underlying population or mechanism, there is no inferential move for selection to bias. The concept is parasitic on the inferential frame whose validity it threatens."
   },
   {
    "child": "statistical_significance_p_value",
    "parent": "statistical_inference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Statistical significance is a specialization of statistical inference that summarizes sample-data incompatibility with a null via a tail probability.",
    "reason": "Statistical significance is a specialization of statistical inference focused on one specific reasoning move: quantifying how incompatible observed data are with a stated null hypothesis by computing the tail probability of a test statistic under that null. It inherits the general inferential commitment of reasoning from sample to population while explicitly accounting for sampling variability, and specializes by fixing the reference distribution to the null and reading the result as evidence-against. The p-value is one concrete output of the inferential apparatus, not a separate kind of reasoning."
   }
  ],
  "state_and_state_transition": [
   {
    "child": "absorbing_state_under_restricted_modality",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An absorbing state is a configuration in a transition system one can enter but not leave with one's modality; it presupposes the state-machine apparatus (modality-relative reachability over a transition graph).",
    "reason": "An absorbing state is a configuration in a transition system one can enter but not leave with one's modality; it presupposes the state-machine apparatus (modality-relative reachability over a transition graph). State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Absorbing State Under Restricted Modality operates against that background: A state one can enter but not leave with one's available modality of action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "activation_energy",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Activation energy presupposes state and state transition because the energy threshold gates the transition between an initial state and a final state.",
    "reason": "Activation energy is the minimum threshold required to initiate a process before it proceeds spontaneously \u2014 the barrier separating an initial state from a final state. The construct is constitutively about state transitions: there is a starting state, an ending state energetically favorable to the starting one, and a barrier whose crossing constitutes the transition. State-and-state-transition supplies that architecture: distinct states with rule-governed transitions between them. Without an underlying state-transition framework, there is nothing for the threshold to gate and no transition for the activation energy to enable."
   },
   {
    "child": "attractor_selection_and_basin_control",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attractor selection and basin control presupposes state and state transition because shifting which basin a trajectory falls into requires a state space with attractors.",
    "reason": "Attractor selection and basin control directs a system's long-term dynamics toward one of multiple stable states by manipulating initial conditions or shifting basin boundaries in state space. The mechanism only makes sense within a state-and-state-transition framework: states are the points in the dynamic landscape, the transition relation defines flows, and attractors are subsets toward which trajectories converge. Without an underlying state space with transition dynamics, there are no basins to reshape and no attractors to select among. The control operation is parasitic on the state-machine structure."
   },
   {
    "child": "branching_and_merging",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Branching and merging presupposes state and state transition because forks and merges are operations that take prior states to new states.",
    "reason": "Branching and merging operates on a substrate of identifiable system states and rule-governed transitions between them: a fork is a transition that produces two child states from a parent, and a merge is a transition that reconciles two parent states into one child. The pattern cannot exist without the underlying commitment that the system has a state space and a transition relation; the fork-and-merge operations are themselves a specific structure imposed on that more general state-transition machinery."
   },
   {
    "child": "contextual_mode_switching",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Contextual mode switching presupposes state and state transition because switching between mode-bundles requires a discrete state space of available modes.",
    "reason": "Contextual mode switching organizes an agent's behavior as a repertoire of discrete modes, each a coherent bundle of vocabulary, tone, and procedure, with contextual cues triggering transitions between them. This is structurally a state-transition system: the modes are states, the cues are transition triggers, and the switching rule is the transition relation. Without an underlying commitment to discrete states with rule-governed transitions, the mode-bundles would not be separable nor the switches identifiable. Mode switching presupposes the state-machine architecture as its substrate."
   },
   {
    "child": "controllability",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Controllability requires a state space and input-conditioned transition rule before reachability from an initial state to a target state can be evaluated.",
    "reason": "State transition supplies the modeled dynamics; Controllability adds admissible inputs, target regions, finite horizons, reachability, rank tests, and actuator placement. State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Controllability operates against that background: Ability to steer system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "custody_transfer",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Custody Transfer is a state transition specialized to a holder-indexed responsibility state changed by one release-and-bind triggering act.",
    "reason": "Before the triggering act the outgoing holder bears the defined duty bundle; after it the incoming holder does. The transferred object and duty scope are conserved while the holder-valued state changes discretely, so every genuine Custody Transfer instantiates State and State Transition."
   },
   {
    "child": "ecological_succession",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stage-ordered occupancy through a sequence of states; succession is the specialization where the current stage modifies its own substrate to gate the next.",
    "reason": "Stage-ordered occupancy through a sequence of states; succession is the specialization where the current stage modifies its own substrate to gate the next. State and State Transition supplies the genus: Captures system condition and evolution. Ecological Succession preserves that general structure while adding its differentia: Stage-ordered change in which the current occupants themselves modify the substrate, determining which stage can come next through facilitation, inhibition, or tolerance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "event_lifecycle_phases",
    "parent": "state_and_state_transition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing hazard-management roles from Event Lifecycle Phases leaves a state-and-transition skeleton with three regimes, onset and termination boundaries, and a return transition from post-event learning to pre-event readiness.",
    "reason": "Strip hazards, mitigation, emergency response, recovery politics, stakeholders, and phase-specific intervention catalogues. The remaining structure is a determinate state space partitioned into pre-event, event, and post-event conditions, transition relations at onset and termination, and a feedback transition from post-event learning into the next pre-event state. State and State Transition is therefore the portable skeleton being framed, while the child adds normative intervention design and political economy."
   },
   {
    "child": "future_or_promise",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not state_and_state_transition in general \u2014 a future has a CONSTRAINED state machine': a single irreversible transition pending -> fulfilled|rejected.",
    "reason": "'Not state_and_state_transition in general \u2014 a future has a CONSTRAINED state machine': a single irreversible transition pending -> fulfilled|rejected. A specialization of state_and_state_transition (general machines cycle/revisit). State and State Transition supplies the genus: Captures system condition and evolution. Future Or Promise preserves that general structure while adding its differentia: A first-class placeholder for a value committed to be supplied later. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "hidden_path_and_barrier_crossing",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Hidden path and barrier crossing presupposes state and state transition because tunneling and rare-event escape are transitions between states across a barrier.",
    "reason": "Hidden path and barrier crossing describes transitions between system states through a classically forbidden region \u2014 quantum tunneling, thermal-fluctuation escape \u2014 with calculable probability. The phenomenon is constitutively a state-to-state transition: there is an initial state on one side of the barrier, a final state on the other, and a transition rate governed by the barrier shape. State-and-state-transition supplies that substrate: a state space and transition rules. Without an underlying notion of distinct states and rule-governed transitions between them, there is nothing for the hidden path to connect."
   },
   {
    "child": "hysteresis",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hysteresis is a specific kind of state transition where current state depends on the path by which conditions were reached.",
    "reason": "Hysteresis is a specialization of state and state transition. The general pattern specifies a state space and a transition relation, with future behaviour depending on current state plus inputs. Hysteresis instantiates this with multiple stable states existing at the same external parameter value: which one the system occupies depends on the path through parameter space, so the response curve forms a loop rather than a single-valued function. History is encoded in the system's internal state in a way external parameters alone cannot reveal, which is exactly the state-as-Markovian-summary structure the parent pattern names."
   },
   {
    "child": "liminality",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liminality presupposes state and state transition because the threshold middle phase between prior and subsequent statuses requires a state space with transitions.",
    "reason": "Liminality is the threshold state in which an actor is suspended between prior and subsequent statuses, marked by status ambiguity and characteristic dissolution-and-plasticity. The construct is constitutively about being mid-transition: there is a state before, a state after, and a recognized intermediate region between them. State-and-state-transition supplies that architecture, with the additional commitment that transitions are not instantaneous but can occupy an extended state of their own. Without underlying states and transition structure, there would be no before-and-after for liminality to lie between."
   },
   {
    "child": "markov_decision_processes_mdps",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presupposes state and state transition because the MDP tuple is built on a state space with Markov-property transitions.",
    "reason": "An MDP is the tuple (S, A, P, R, \u03b3) specifying states, actions, a stochastic transition kernel, rewards, and a discount factor \u2014 with the Markov property that next-state depends only on current state and action. The framework directly instantiates the state-and-state-transition architecture: state space, transition relation, and history-compressed-into-state. Without that underlying state-machine substrate, there would be no S over which P could be a kernel and no Markov closure on which policy optimization depends. MDPs add actions and rewards atop the bare state-transition structure."
   },
   {
    "child": "markov_process",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov process presupposes state and state transition because the memorylessness property operates on a state space with transition rules.",
    "reason": "A Markov process is defined by the memorylessness property: the future evolution is conditionally independent of the entire past given the current state. This commitment is meaningful only against a state-and-state-transition substrate \u2014 a state space and a transition rule. The Markov property is precisely the closure condition the state-transition framework already invokes as the principle that history is compressed into state. The Markov process makes this closure stochastic and rigorous, but it presupposes the underlying state-transition architecture as its operational ground."
   },
   {
    "child": "modification_event",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "An event taking a before-state to an after-state under an identity-condition that licenses calling the after-state a CONTINUATION (not a replacement) of the same entity \u2014 a specialization of state_and_state_transition with an alter-without-ending invariant and an append-only record.",
    "reason": "An event taking a before-state to an after-state under an identity-condition that licenses calling the after-state a CONTINUATION (not a replacement) of the same entity \u2014 a specialization of state_and_state_transition with an alter-without-ending invariant and an append-only record. State and State Transition supplies the genus: Captures system condition and evolution. Identity-Preserving Modification preserves that general structure while adding its differentia: An entity undergoes an event that changes some of its properties while an identity-condition licenses calling the after-state a continuation of the same entity rather than its replacement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "open_goal_persistence",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Open-Goal Persistence is a state-and-transition pattern specialized to an adopted goal held in an active state until an explicit release transition fires.",
    "reason": "The mechanism defines at least inactive, active-open, completed, and abandoned or substituted states, with adoption entering the active state and recognized completion or termination leaving it. State and State Transition supplies the state space, current-state sufficiency, and trigger-governed transitions. The child adds an agentic goal, maintained return priority, and release semantics."
   },
   {
    "child": "perturbation",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Perturbation presupposes state and state transition because a small departure from a reference state is only definable against a specified system state.",
    "reason": "A perturbation is a small departure from a reference state whose propagation through the system is analyzed as a correction around that state. Every perturbation claim must specify the reference state or baseline trajectory from which the departure is measured and the response of interest as the system transitions away from it. The state-and-state-transition framework supplies exactly that: a state space, a transition rule, and the Markov closure on which linearization around a baseline depends. Without the underlying state structure, there is no baseline against which a perturbation can be small."
   },
   {
    "child": "phase_diagram",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phase diagram presupposes state and state transition because it maps where in parameter space qualitatively distinct phase states obtain.",
    "reason": "A phase diagram partitions parameter space into regions where the system exhibits qualitatively distinct phases, with phase boundaries marking discontinuous or singular transitions between them. The diagram is meaningful only against an underlying state-and-state-transition structure: each phase is a state with characteristic order parameter, and phase boundaries are the transition surfaces. Without a notion of distinct states and rule-governed transitions, the partitioning would have nothing to demarcate and the triple and critical points would lose their identity as transition-structure features."
   },
   {
    "child": "potentiation",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Potentiation is a specific kind of state transition where prior exposure shifts the system into a sensitized state with different response dynamics.",
    "reason": "Potentiation is a specialization of state and state transition. The general pattern specifies a state space, a transition relation, and the Markov-style commitment that future behaviour depends on current state plus inputs. Potentiation instantiates this with prior stimulus exposure as the trigger that transitions the system from a baseline state into a sensitized state; in the new state, the same input produces a disproportionately larger output. The history-dependence of the response is compressed into the system's current state variable (sensitization level), exactly the state-as-history-compression structure the parent pattern names."
   },
   {
    "child": "preparation",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Preparation is 'one configuration within the state machine' \u2014 a specialization of state_and_state_transition (holding the system in a primed intermediate state nearer threshold).",
    "reason": "Preparation is 'one configuration within the state machine' \u2014 a specialization of state_and_state_transition (holding the system in a primed intermediate state nearer threshold). State and State Transition supplies the genus: Captures system condition and evolution. Preparation preserves that general structure while adding its differentia: Holding a system in a primed state nearer its activation threshold, paying a standing cost for a faster or larger response on trigger. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "problem_space",
    "parent": "state_and_state_transition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Problem Space is State and State Transition framed as a problem-solving representation with initial states, goals, operators, and search.",
    "reason": "A problem space represents a task through an initial state, goal states, intermediate states, and operators that determine which transitions are possible. Removing the cognitive-agent, problem-solving, representation, and search framing leaves the portable state-transition skeleton: a state space, an initial condition, a transition relation, and reachable successor states. Problem Space is that structural machinery applied to making a task searchable and its possible solution paths explicit."
   },
   {
    "child": "regime_change",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Regime Change is a State Transition between qualitatively distinct stable regimes with altered governing dynamics.",
    "reason": "Regime Change retains the general before-state, transition, and after-state structure and adds a change between stable operating regimes whose feedback, attractor, or governing-response structure differs qualitatively. The broader parent admits ordinary state changes without that regime-level discontinuity."
   },
   {
    "child": "stress_rupture",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stress and rupture is a kind of state transition in which accumulated internal strain triggers a sudden jump from one equilibrium regime to another.",
    "reason": "Stress and rupture is a specialization of state-and-state-transition: the system occupies an apparently stable state while a hidden variable (accumulated stress) drifts toward a threshold, at which point a triggered transition jumps it discontinuously to a new equilibrium. It inherits the state-transition framework's apparatus \u2014 state space, transition relation, triggers, outputs \u2014 and particularizes it to the threshold-crossing case where the transition is concentrated in time despite long latent accumulation."
   },
   {
    "child": "suspension",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Suspension is a specific three-phase state trajectory (prepared-consonant -> dissonant-held -> resolved) of a held element against a changed context \u2014 a specialization of state_and_state_transition.",
    "reason": "Suspension is a specific three-phase state trajectory (prepared-consonant -> dissonant-held -> resolved) of a held element against a changed context \u2014 a specialization of state_and_state_transition. Low-medium: the prime has no clean is-a; this is the loosest defensible genus."
   },
   {
    "child": "switching_cost",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Isolates the specific PER-TRANSITION overhead (unload/load/cold-start/residual-interference) of moving between stateful modes \u2014 a cost component presupposing a multi-mode stateful system that state_and_state_transition supplies.",
    "reason": "Isolates the specific PER-TRANSITION overhead (unload/load/cold-start/residual-interference) of moving between stateful modes \u2014 a cost component presupposing a multi-mode stateful system that state_and_state_transition supplies. NOTE: this is the COGNITIVE/systems per-transition-overhead prime, not the economic asset-specificity sense in the cross-batch note. State and State Transition supplies the prerequisite condition: Captures system condition and evolution. Switching Cost operates against that background: Moving between stateful modes incurs a per-transition overhead \u2014 unload, load, cold-start, residual interference \u2014 that is structurally distinct from steady-state cost and dominates under frequent switching. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "tipping_points_or_phase_transitions",
    "parent": "state_and_state_transition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Tipping points presupposes state and state transition because abrupt regime change requires alternative stable states and a transition between them.",
    "reason": "A tipping point describes a system in which gradual change in a control parameter crosses a threshold and triggers an abrupt, often hysteretic transition between qualitatively distinct regimes. The claim requires at least two alternative stable states and a bifurcation point at which the trajectory jumps from one to the other. State-and-state-transition supplies precisely that substrate: a state space, distinct stable subsets, and a transition relation. Without an underlying state structure with rule-governed transitions, there are no regimes to tip between and no bifurcation surface to cross."
   },
   {
    "child": "validity_ending_event",
    "parent": "state_and_state_transition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A discrete, dateable in-force -> invalidated status transition (with authority, trigger, effective-date, retention regime, propagation) \u2014 a specialization of state_and_state_transition where the prior state is RETAINED for the record, not destroyed.",
    "reason": "A discrete, dateable in-force -> invalidated status transition (with authority, trigger, effective-date, retention regime, propagation) \u2014 a specialization of state_and_state_transition where the prior state is RETAINED for the record, not destroyed. State and State Transition supplies the genus: Captures system condition and evolution. Validity-ending Event preserves that general structure while adding its differentia: A discrete, dateable moment at which a previously in-force entity is declared no longer valid while continuing to exist as a retained historical object. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "internalization": [
   {
    "child": "absorptive_capacity",
    "parent": "internalization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absorptive capacity is a specific kind of internalization where external knowledge is taken inward and reconstituted as endogenous capability.",
    "reason": "Absorptive capacity is a specialization of internalization. The general pattern relocates an element from outside an agent to inside, so what was once external is now governed from within and operates without depending on the external source. Absorptive capacity instantiates this with the element being external knowledge: the system recognizes, assimilates, and applies outside insights via internal R&D, boundary-spanning roles, and prior related knowledge. The acquired knowledge becomes endogenous capability, no longer requiring sustained external transmission to operate, which is exactly the boundary-relocation move internalization names."
   },
   {
    "child": "enculturation",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Enculturation is the specific shape internalization takes when an individual absorbs the patterns of their culture across the lifespan.",
    "reason": "Enculturation is the specific shape internalization takes when the externally-originating items are the explicit rules and tacit patterns of a culture \u2014 kinship terminology, aesthetic preferences, decision-making heuristics, emotional norms \u2014 and the inward-taking proceeds through sustained exposure, observation, and practice within a social group. It is a structurally-particularized instance of an external repertoire crossing into the agent and becoming endogenous, with the added commitment that the source is the encompassing cultural milieu rather than a discrete norm or relationship, and that the process runs lifelong with childhood as the window of most intense acquisition."
   },
   {
    "child": "habitus",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habitus is the specific shape internalization takes when durable social-positional dispositions become the pre-reflective principle of perception and action.",
    "reason": "Habitus is the specific shape internalization takes when the external item being taken inward is the structuring effect of a social position \u2014 class, family, profession \u2014 and what becomes endogenous is a durable, transposable system of dispositions: perceptual schemes, evaluative categories, bodily comportments. It is a structurally-particularized instance of an external governor crossing into the interior and becoming part of how the agent simply is. The added commitment is that what gets internalized is not a discrete norm but a whole generative grammar of practice, operating beneath reflection across contexts unlike those in which it was acquired."
   },
   {
    "child": "social_construction_of_reality",
    "parent": "internalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social Construction of Reality presupposes Internalization: external patterns become objective reality only once agents take them inward as endogenous.",
    "reason": "Social construction of reality runs externalization, objectivation, and internalization as the cycle by which human activity produces patterns that become treated as objective social facts. The closing move \u2014 agents taking norms, roles, and category structures inward so that what was once enforced externally is governed from within \u2014 is exactly Internalization. Without that inward crossing, the constructed patterns would remain mere external impositions; social construction presupposes internalization as the mechanism that makes the construction self-sustaining."
   },
   {
    "child": "solidarity",
    "parent": "internalization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Solidarity is the specific shape internalization takes when group fate is taken inward as a personal stake binding individual to collective action.",
    "reason": "Solidarity is the specific shape internalization takes when what crosses the boundary from outside to inside is the group's fate and obligation structure. The boundary-relocation internalization names appears here as members taking the group's interest as partly their own: generalized mutual obligation and fate-sharing operate from within rather than via external sanction or case-by-case exchange. What was an external bond -- enforced by community pressure or transactional exchange -- becomes an internal disposition to bear cost on behalf of fellow members, exactly the externally-mediated-to-endogenously-governed pattern internalization describes."
   }
  ],
  "learning": [
   {
    "child": "absorptive_capacity",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Absorptive capacity is a specific kind of learning where the agent acquires capability by recognizing and assimilating external knowledge.",
    "reason": "Absorptive capacity is a specialization of learning. The general pattern is the durable, experience-driven self-update of an agent's internal capability such that future performance changes. Absorptive capacity instantiates this with the experience being exposure to external knowledge and the update being internal processes that recognize, assimilate, and apply it. Prior related knowledge determines what can be acquired, which is the schema-formation mechanism learning depends on. It is learning specifically organized around uptake from outside sources rather than from direct experience or instruction."
   },
   {
    "child": "adaptive_redirection",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A redirection qualifies only when experience on the rejected course produces a durable update that is retained and used to select or execute the new course.",
    "reason": "A redirection qualifies only when experience on the rejected course produces a durable update that is retained and used to select or execute the new course. Adaptive Redirection is not a species of Learning; it is a course-selection event that depends on and redeploys a learning output. Remove the durable experience-driven update and the change becomes a restart, arbitrary switch, or externally forced reroute rather than adaptive redirection. Learning can occur without a course change, but this relation cannot preserve and redeploy prior evidence unless learning has already produced something durable."
   },
   {
    "child": "collective_systemic_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective systemic learning is a specialization of learning in which the agent doing the updating is a multi-component system rather than an individual.",
    "reason": "Collective systemic learning is a kind of learning specialized by the locus of the durable update: the learning agent is an organization, team, consortium, or community rather than an individual mind. It inherits learning's general commitment to durable, experience-driven self-update of an agent's internal capability, and adds the specific machinery of system-level acquisition \u2014 knowledge capture, integration, embedded processes, structures, documentation, and culture \u2014 that makes the update organizational rather than personal and that lets the system as a whole adapt while individual members come and go."
   },
   {
    "child": "conditioning_behavioral",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Behavioral conditioning is a specialization of learning; it is the family of contingency-detection mechanisms that durably update behavior through pairing.",
    "reason": "Learning is the process by which an agent durably updates an internal capability \u2014 knowledge, skill, model, or behavior \u2014 as a result of experience. Behavioral conditioning is the specific family of learning mechanisms that detect statistical contingencies between environmental events (stimulus-response pairings, contingent reinforcement) and adjust behavior accordingly, with generalization, discrimination, and extinction as characteristic features. It inherits learning's durable-experience-driven-self-update structure and adds the specific mechanism \u2014 contingency detection through pairing \u2014 that produces the update. A specialization of learning keyed to associative contingency."
   },
   {
    "child": "constructivist_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Constructivist learning is a specialization of learning that frames the durable update as active meaning-making rather than passive reception.",
    "reason": "Constructivist learning is a kind of learning specialized by its account of how the durable update happens: the learner actively constructs knowledge through direct experience, reflection, and social interaction rather than receiving pre-formed content from an authority. It inherits learning's general commitment to durable, experience-driven self-update of an agent's internal state, and adds the specific epistemological commitment that meaning is produced bidirectionally through the learner's assimilation and accommodation of environmental encounters \u2014 contrasting with transmission models that treat the learner as a passive recipient."
   },
   {
    "child": "exposure_distribution_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exposure-distribution learning is Learning specialized to durable frequency-sensitive updates from an encountered observation distribution.",
    "reason": "The learner's internal state changes through repeated experience and the change persists into later prediction or behavior. The differentia is that the retained state encodes empirical frequencies or regularities of the exposure stream rather than a single association or skill."
   },
   {
    "child": "hebbian_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hebbian Learning is a specialization of Learning, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Learning supplies the genus: Durable, experience-driven update of an agent's internal state that carries forward to alter later behavior or prediction. Hebbian Learning preserves that general structure while adding its differentia: A connection between two units strengthens as a function of their correlated activity, through a local, correlational, unsupervised, cumulative update. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "inoculation_theory",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inoculation is learning specialized to durable defensive updating from attenuated pre-exposure paired with successful response.",
    "reason": "Experience with a weakened threat changes retained internal state so later behavior or prediction resists the threat family; adaptive memory, generalization, and booster decay supply the child's differentia."
   },
   {
    "child": "inquiry_change_learning_loop",
    "parent": "learning",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains learning because evidence must durably update the retained model or capability that selects later action.",
    "reason": "The loop contains learning because evidence must durably update the retained model or capability that selects later action. Remove durable experience-driven model change and the process may react or regulate but does not conduct cumulative inquiry. parent_in_child"
   },
   {
    "child": "learned_helplessness",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learned helplessness is a specialization of learning in which the acquired internal capability is a belief that action and outcome are independent.",
    "reason": "Learned helplessness is a kind of learning specialized to a maladaptive content: the durable update an agent acquires is a generalized representation that its actions do not control outcomes. It inherits learning's general commitment that experience produces a durable change in internal state altering future behavior, and adds the specific case where uncontrollable aversive exposure produces a learned non-contingency belief that then suppresses escape attempts even when escape becomes possible \u2014 a real learning episode whose acquired model is a wrong, action-suppressing one."
   },
   {
    "child": "learning_curve_effects",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Learning curve effects presuppose learning because the predictable cost decline with cumulative experience is a downstream signature of durable self-update.",
    "reason": "Learning curve effects describe the empirical regularity that unit cost, time, or error rate falls predictably with cumulative experience, often following a power law. The pattern is parasitic on actual learning happening: without durable experience-driven self-update of the producing agent's internal capability, repetition would yield no improvement. Learning supplies the underlying durable update mechanism; the learning curve is its aggregate quantitative signature visible in production data. So learning curve effects presuppose learning as the underlying capability change that produces the observable cumulative-volume improvement."
   },
   {
    "child": "learning_substrate_contamination",
    "parent": "learning",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning-substrate contamination contains a normal learning process whose durable update converts adversarially selected evidence into later behavior.",
    "reason": "The adversary shapes experience or evidence rather than directly writing retained state. A learner must incorporate that substrate and preserve its influence for the later distortion to exist."
   },
   {
    "child": "observational_learning_social_learning",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Observational learning is a specialization of learning in which acquisition occurs through watching others rather than through direct trial-and-error.",
    "reason": "Observational learning is a kind of learning specialized to a particular acquisition channel: attending to, encoding, reproducing, and being motivated by others' modeled behavior and its consequences. It inherits learning's general commitment that the agent's internal capability is durably updated by experience or information, and narrows the experience to vicarious observation rather than direct trial-and-error or direct reinforcement. The four sub-processes \u2014 attention, retention, reproduction, motivation \u2014 are the specific machinery by which the general experience-driven self-update operates when the experience is watching another agent act."
   },
   {
    "child": "pedagogy",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pedagogy presupposes learning because the deliberate teaching act is only intelligible relative to the learner-side acquisition it aims to cause.",
    "reason": "Pedagogy presupposes learning because pedagogy is defined as the intentional, other-directed arrangement of conditions calibrated to cause a durable change in another agent's capability \u2014 and that change just is learning. Without the learner-side update as its target, pedagogy has no object: sequencing, modeling, support, and assessment all become uncalibrated activity. The teaching-side practice and the learner-side acquisition are explicitly framed as counterparts, so pedagogy cannot operate as a structured practice without presupposing learning as the process it is engineered to produce."
   },
   {
    "child": "perceptual_expertise",
    "parent": "learning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perceptual Expertise is Learning specialized to a durable, exposure-driven change in representational resolution and later discrimination.",
    "reason": "Learning supplies experience-driven internal update that changes future performance. The child fixes the updated capability to a recognizer's feature allocation and category representation, with dense exposure improving within-category individuation and sparse exposure leaving coarse codes."
   },
   {
    "child": "shortcut_learning",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Shortcut Learning presupposes Learning, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Learning supplies the prerequisite condition: Durable, experience-driven update of an agent's internal state that carries forward to alter later behavior or prediction. Shortcut Learning operates against that background: An adapting system replaces the structure it was meant to learn with a cheaper incidental feature that correlates with success on its training distribution, and collapses sharply once that correlation breaks. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "spaced_repetition",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spaced repetition presupposes learning because it is a procedure for strengthening durable memory updates against forgetting over time.",
    "reason": "Spaced repetition presupposes learning because it operates as a memory-strengthening procedure on items that have already been encoded as candidate learning, and it targets the durability dimension of the learner's internal update. Without learning's underlying experience-driven self-update, there is no encoded representation for the expanding-interval review schedule to act upon. Spaced repetition supplies the strength-modulated rescheduling that converts fragile acquisitions into stable ones, but the acquisition machinery itself is supplied by learning."
   },
   {
    "child": "transfer_of_learning",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transfer of learning presupposes learning because there must be acquired source-domain capability before it can be applied to a new context.",
    "reason": "Transfer of learning presupposes learning because transfer is the application of acquired source-domain mastery to a different target context, and there is nothing to transfer without prior acquisition. Learning supplies the durable internal capability whose generalizability is then tested by transfer: if the original encoding did not produce a robust, abstractable trace, no transfer is possible. Transfer thus operates downstream of learning and serves as a diagnostic for whether the acquisition process supported abstraction beyond surface features rather than merely surface memorization."
   },
   {
    "child": "variation_strategies",
    "parent": "learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Variation strategies presuppose learning because deliberately injected variation produces value only when the system can detect, retain, and act on the surfaced alternatives.",
    "reason": "Variation strategies presuppose learning because injecting controlled variation \u2014 through mutation, A/B testing, portfolio diversification, or exploratory perturbation \u2014 produces value only when the system can detect outcomes, retain what works, and update its internal capability accordingly. Without learning's durable, experience-driven self-update of an agent or system, the variation would produce alternatives that are never integrated into improved performance. Learning supplies the selective-retention machinery that converts surfaced variation into accumulated capability, making variation strategies operationally meaningful rather than mere noise-generation."
   }
  ],
  "adaptive_capacity": [
   {
    "child": "absorptive_capacity",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Ability to recognize, assimilate, and apply external knowledge is one specific latent resource within the broader reorganization-reserve that constitutes adaptive capacity.",
    "reason": "Ability to recognize, assimilate, and apply external knowledge is one specific latent resource within the broader reorganization-reserve that constitutes adaptive capacity. Adaptive Capacity supplies the genus: Ability to change. Absorptive Capacity preserves that general structure while adding its differentia: Ability to integrate knowledge. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "ambidexterity_exploit_vs_explore",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ambidexterity is a specialization of adaptive capacity in which the held reserve is the parallel ability to explore and to exploit.",
    "reason": "Ambidexterity is a specialization of adaptive capacity in which the latent reserve that supports reorganization is the simultaneous capability to exploit existing competencies and to explore new ones. It inherits adaptive capacity's general structure as the second-tier reserve enabling reconfiguration when disturbances exceed first-tier scope, and specializes by fixing the reserve's content to a dual capability with different structures, processes, and incentives. The exploration arm supplies novel options for reconfiguration; the exploitation arm sustains current performance during transition. Their joint maintenance is what makes the organization able to adapt without collapsing operations."
   },
   {
    "child": "requisite_variety",
    "parent": "adaptive_capacity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Requisite Variety presupposes Adaptive Capacity: matching disturbance variety draws on the regulator's reserve of internal states and response options.",
    "reason": "Requisite variety holds that a regulator must possess at least as much internal variety as the disturbances it absorbs. Sustaining that match across novel disturbances requires the regulator to draw on a reserve of latent states, flexibilities, and learning mechanisms it can reconfigure when current responses are exhausted. That reserve is exactly Adaptive Capacity. Requisite variety presupposes adaptive capacity because the variety requirement is unsatisfiable in changing environments without the reorganization reserve that adaptive capacity supplies."
   },
   {
    "child": "resilience",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a specialization of adaptive capacity focused on absorbing disturbances and continuing essential function.",
    "reason": "Resilience is a specialization of adaptive capacity. Adaptive capacity is the reserve of latent resources, flexibilities, and slack determining how effectively a system can reorganize itself when disturbances exceed first-tier regulation. Resilience specializes this by focusing on the function-preserving aspect: absorbing disturbances and continuing to function, either by returning to prior state, remaining within a regime, or reorganizing while maintaining essential function. The general reorganization-reserve principle of adaptive capacity supplies the substrate; resilience names the particular outcome \u2014 sustained essential function under disturbance."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation is a kind of adaptive capacity: controlled strain now builds the latent reserve that supports robust function later.",
    "reason": "Stressor-induced adaptation describes the inverted relationship in which controlled bouts of difficulty degrade immediate performance while building durable structural strength that becomes available against future demands. That is the construction of latent reserve \u2014 slack, flexibility, learned response \u2014 that defines Adaptive Capacity. Stressor-induced adaptation specializes adaptive capacity by naming the mechanism: applied strain triggers compensatory build-up, growing the reorganization reserve available for disturbances beyond current scope."
   },
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "adaptive_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ultra-Stability is a kind of adaptive capacity: it maintains essential variables by reorganizing internal parameters when first-tier regulation fails.",
    "reason": "Ultra-stability is Ashby's pattern in which a system holds essential variables within viable bounds not by returning to a fixed setpoint but by reorganizing its own parameters when current regulation is overwhelmed. That second-tier reorganization is exactly Adaptive Capacity: the latent reserve of flexibilities and learning mechanisms used to reconfigure beyond first-tier response. Ultra-stability specializes adaptive capacity by naming the cybernetic mechanism \u2014 step-changes in internal parameters \u2014 and the viability criterion."
   }
  ],
  "interface": [
   {
    "child": "abstract_data_type",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An ADT 'includes the interface but is richer' \u2014 a behavioural contract (interface signatures PLUS invariants/laws) with a conformance relation and substitutability guarantee.",
    "reason": "An ADT 'includes the interface but is richer' \u2014 a behavioural contract (interface signatures PLUS invariants/laws) with a conformance relation and substitutability guarantee. ADT is built on interface. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Abstract Data Type operates against that background: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "asymmetric_interface_tolerance",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Asymmetric Interface Tolerance presupposes Interface, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Asymmetric Interface Tolerance operates against that background: At any interface, each side's strictness in enforcing the spec is an independent design parameter, and the four combinations produce qualitatively different long-term equilibria. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "boundary_disclosure_card",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A Boundary Disclosure Card typically presupposes the producer-consumer reuse interface at which its standardized facts must be encountered.",
    "reason": "The card is attached at an artifact's reuse boundary so that a downstream consumer encounters the disclosure at the decision point. Interface supplies that producer-consumer crossing, while the card is the disclosure surface attached there rather than the operative contract governing interaction."
   },
   {
    "child": "containerization",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'a standardized published interface is one of containerization's named ingredients'; containerization uses an interface but adds dependency-bundling, standardization of external form, and substrate-blind handling.",
    "reason": "'a standardized published interface is one of containerization's named ingredients'; containerization uses an interface but adds dependency-bundling, standardization of external form, and substrate-blind handling. It presupposes the interface as a component. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Containerization operates against that background: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "contract",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'An interface that no authority enforces and whose violation carries no remedy is a contract's structural SKELETON without its binding force.' A contract = interface and normative obligation and breach criterion and remedy and accepted enforcement regime.",
    "reason": "'An interface that no authority enforces and whose violation carries no remedy is a contract's structural SKELETON without its binding force.' A contract = interface and normative obligation and breach criterion and remedy and accepted enforcement regime. It presupposes/enriches the interface. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Contract operates against that background: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "control_data_channel_confusion",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "An in-band-signalling FLAW of a contracted boundary where control and data share a substrate; presupposes an interface (the meeting point) whose control/data separation is marked by content not construction.",
    "reason": "An in-band-signalling FLAW of a contracted boundary where control and data share a substrate; presupposes an interface (the meeting point) whose control/data separation is marked by content not construction. Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Control / Data Channel Confusion operates against that background: A receiver interprets attacker-controlled data as authoritative instructions because the protocol separates control from data by content inspection rather than by structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "data_control_plane_breach",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A failure mode at the contracted meeting point where content arriving through an interface is re-interpreted from data into control; presupposes an interface (the stage on which the breach occurs).",
    "reason": "A failure mode at the contracted meeting point where content arriving through an interface is re-interpreted from data into control; presupposes an interface (the stage on which the breach occurs). Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Data-Control Plane Breach operates against that background: Untrusted content crosses into the data channel un-inertised and an interpreter, operating correctly by its own rules, executes it as control, wielding the defender's authority for the attacker. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "interface_mismatch",
    "parent": "interface",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A rule-governed exchange surface is the internal locus at which an interface mismatch's offered and required contracts fail to align.",
    "reason": "Interface Mismatch contains an Interface as its defining locus. The parent supplies two sides, a bounded exchange surface, and an interaction contract; the child adds an offered-versus-required contract gap that prevents composition even though each side may remain locally workable."
   },
   {
    "child": "platform_design",
    "parent": "interface",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Standardized interfaces are internal constituents of platform design, exposing stable contracts through which independent extensions connect to the core.",
    "reason": "Platform design creates a stable core on which independently developed applications or variants can be built. Interfaces are internal, load-bearing constituents of that design: APIs, connectors, schemas, or protocols specify what the core exposes, what remains hidden, how extensions connect, and which guarantees remain stable. Without explicit interfaces, external systems could not vary independently of the core, and the result would be a monolithic product rather than the extensible platform described by the live definition."
   },
   {
    "child": "side_effect",
    "parent": "interface",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Side Effect presupposes Interface, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Interface supplies the prerequisite condition: A bounded, rule-governed surface across which two systems exchange information or control while hiding their internals, letting each evolve independently behind a stable contract. Side Effect operates against that background: An action's change to shared state beyond its declared interface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "information_hiding": [
   {
    "child": "abstract_data_type",
    "parent": "information_hiding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Abstract Data Type typically presupposes Information Hiding, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Information Hiding supplies the prerequisite condition: Deliberately concealing internal facts behind a stable public surface to control dependencies. Abstract Data Type operates against that background: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "containerization",
    "parent": "information_hiding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Containerization wraps units behind a standardized exterior so handlers are substrate-blind to contents, a specialized transport-oriented application of information hiding.",
    "reason": "Containerization wraps units behind a standardized exterior so handlers are substrate-blind to contents, a specialized transport-oriented application of information hiding. Information Hiding supplies the genus: Deliberately concealing internal facts behind a stable public surface to control dependencies. Containerization preserves that general structure while adding its differentia: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "abstraction": [
   {
    "child": "abstract_work",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Abstract_work is the output of an abstraction operation when the result is a content-identity carried across swappable carriers \u2014 presupposes abstraction but adds the load-bearing instance-set and identity-criterion that abstraction-in-general lacks.",
    "reason": "Abstract_work is the output of an abstraction operation when the result is a content-identity carried across swappable carriers \u2014 presupposes abstraction but adds the load-bearing instance-set and identity-criterion that abstraction-in-general lacks. The 0.93 similarity is parent-to-product. Abstraction supplies the prerequisite condition: Focus on core elements. Abstract Work operates against that background: A content identity that persists across its concrete carriers, with an explicit criterion for which instance-variations preserve the work and which fork a new one. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "abstraction_in_art",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abstraction in art is the specific shape abstraction takes when representational detail is stripped to isolate essential formal or conceptual properties.",
    "reason": "Abstraction in art is the structurally-particularized form abstraction takes in the aesthetic-creation case: the concrete original is the depictable subject, the purpose is heightened formal, emotional, or conceptual encounter, and the projection deliberately drops representational fidelity to amplify color, line, shape, and rhythm. It satisfies abstraction's three-part specification \u2014 concrete original, purpose, projection \u2014 particularized by the artistic-strategy commitment that what-remains-carries-all-the-weight."
   },
   {
    "child": "analogy",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Analogy presupposes abstraction because mapping relational roles between domains requires those roles to have been abstracted away from surface features.",
    "reason": "Analogy presupposes abstraction because mapping between two domains by relational role rather than surface similarity requires those roles to have been abstracted from their concrete embedding in each domain. Without abstraction's purpose-relative retention of structure \u2014 selecting load-bearing features while discarding the rest \u2014 the source domain's relational skeleton could not be lifted from its specific contents to project onto the target. Abstraction supplies the structure-extracting operation that makes the source's roles transportable; analogy supplies the cross-domain mapping that uses those abstracted roles to license inferences in the target."
   },
   {
    "child": "black_box_vs_white_box_distinction",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Black-box / white-box distinction presupposes abstraction because choosing whether to expose internal mechanism is a purpose-relative decision about retained structure.",
    "reason": "The black-box / white-box distinction names the methodological choice between treating a system's internals as unknowable or irrelevant versus specifying them in detail. The choice is constitutively about what structure to retain for a purpose: black-box analysis keeps only input-output behavior; white-box analysis keeps the mechanism. Abstraction supplies the underlying operation \u2014 purpose-relative retention of structure, with explicit decisions about what is kept and what is dropped. The black-box/white-box distinction specializes abstraction by naming two canonical retention policies and the methodological tradeoffs between them for prediction, control, and explanation."
   },
   {
    "child": "compression",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a specialization of abstraction in which the retained structure is information-theoretic regularity and the discarded structure is the redundancy.",
    "reason": "Compression is a specialization of abstraction in which the purpose-relative retention is reduction of representational length: keep the information-theoretic content needed for exact or approximate reconstruction, drop the statistical or perceptual redundancy. It inherits abstraction's general commitment to purpose-relative retention of structure with explicit naming of what is kept and dropped, and specializes by fixing the purpose to storage or transmission economy and the projection to one that shortens symbol count, with the Shannon limit setting the floor on lossless reduction."
   },
   {
    "child": "design_patterns",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design patterns is the specific shape abstraction takes when recurring solution structures are named and extracted for reuse across instances.",
    "reason": "Abstraction is the purpose-relative retention of structure that keeps what is load-bearing for a use across many concrete instances. Design patterns is the particular shape this move takes in design and architecture: recurring problem-solution shapes are extracted from many concrete instances, named, and codified so the abstracted structure can be reused in new situations. It is a structurally-particularized instance of abstraction whose specific projection retains the generalizable problem-solution structure and discards the particulars of any one application."
   },
   {
    "child": "idealized_substrate_fallacy",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The fallacy is carrying a (legitimate) idealizing ABSTRACTION across a deployment boundary without re-introducing the friction terms it dropped; it presupposes an abstraction and is the specific decision-error of trusting it where its preconditions stop holding.",
    "reason": "The fallacy is carrying a (legitimate) idealizing ABSTRACTION across a deployment boundary without re-introducing the friction terms it dropped; it presupposes an abstraction and is the specific decision-error of trusting it where its preconditions stop holding. Abstraction supplies the prerequisite condition: Focus on core elements. Idealized-Substrate Fallacy operates against that background: Designing against a friction-stripped idealized substrate, then deploying onto a real one where the elided terms dominate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "indirection",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indirection presupposes abstraction because interposing a referencing layer requires deciding which features of the provider to retain as the contract.",
    "reason": "Indirection presupposes abstraction because the referencing mechanism interposed between consumer and provider must commit to a purpose-relative projection: what features of the provider the reference exposes (the interface contract) and what it hides (identity, location, implementation). Without abstraction's judged choice of load-bearing structure, the indirection layer has no principled content to mediate -- it would have to forward everything, defeating the decoupling, late binding, and substitution that motivate it. The reference is an abstraction made concrete as a runtime handle. Abstraction supplies the prerequisite condition: Focus on core elements. Indirection operates against that background: Introduces intermediary references. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "information_hiding",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Both present a simplified surface over a complex interior; frames hiding as a change-protection-motivated specialization adjacent to abstraction (which selects for comprehension).",
    "reason": "Both present a simplified surface over a complex interior; frames hiding as a change-protection-motivated specialization adjacent to abstraction (which selects for comprehension). Abstraction supplies the genus: Focus on core elements. Information Hiding preserves that general structure while adding its differentia: Deliberately concealing internal facts behind a stable public surface to control dependencies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "legibility",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Legibility is Abstraction specialized to retaining the features a distant actor can compare and act on while discarding heterogeneous local context.",
    "reason": "It preserves purpose-relative selection from a richer target and fixes the purpose to observation, comparison, coordination, or control at a distance. The child adds an administrative vantage, standardized categories, an action interface, and characteristic loss of local knowledge."
   },
   {
    "child": "minimalism",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimalism is the specific shape abstraction takes when the retention principle is reduction to the essential by elimination of the inessential.",
    "reason": "Abstraction is the purpose-relative retention of structure: keeping what is load-bearing for a use and discarding what is not. Minimalism is the particular shape this pattern takes when the principle of selection is positive elimination \u2014 fewer colors, fewer steps, fewer words \u2014 chosen to heighten clarity or potency rather than to under-specify. It inherits abstraction's selective-retention move and adds the commitment that reduction itself is constitutive of value. A structurally-particularized instance of abstraction whose specific selection principle is necessity through deliberate elimination."
   },
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from core model presupposes abstraction because identifying a simpler solvable baseline requires purpose-relative retention of the dominant structure.",
    "reason": "Progressive refinement from a core model starts by identifying a simpler, solvable baseline that captures the dominant structure of a complex phenomenon. This presupposes abstraction: the purpose-relative retention of load-bearing structure, selecting what matters for the reasoning at hand while discarding what does not. The baseline is precisely such an abstraction, judged to retain the structure that controls leading-order behaviour while the corrections account for what was dropped. Without abstraction's judged-retention move, there is no principled baseline against which the small-parameter expansion can be organized."
   },
   {
    "child": "projection",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'Projection is the precise, geometric, idempotent SPECIAL CASE within the broader family of reductions that abstraction names.' Projection drops the dimensions perpendicular to a chosen target (vs abstraction's free-form essence-extraction).",
    "reason": "'Projection is the precise, geometric, idempotent SPECIAL CASE within the broader family of reductions that abstraction names.' Projection drops the dimensions perpendicular to a chosen target (vs abstraction's free-form essence-extraction). Abstraction supplies the genus: Focus on core elements. Projection preserves that general structure while adding its differentia: Map a richer object onto a lower-dimensional target along a chosen direction, discarding the rest. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reification",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reification is a failure that befalls an abstraction: the constructed summary is identified with its substrate and the audit trail atrophies.",
    "reason": "Reification is a failure that befalls an abstraction: the constructed summary is identified with its substrate and the audit trail atrophies. Presupposes an abstraction to corrupt; the pathology is the lost provenance, not the abstracting. Abstraction supplies the prerequisite condition: Focus on core elements. Reification operates against that background: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "renormalization",
    "parent": "abstraction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is a kind of abstraction: it retains only the long-distance structure that matters for the use at hand and discards the rest.",
    "reason": "Renormalization coarse-grains shorter-scale degrees of freedom and rescales to produce an effective description in which irrelevant couplings flow away and only the load-bearing structure remains. That is the move of abstraction: a purpose-relative projection from a concrete original onto the features that matter for the reasoning at hand, with the rest deliberately dropped. Renormalization specializes abstraction by tying the projection to a scale-flow and a universality argument about what survives."
   },
   {
    "child": "representation",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Representation presupposes abstraction because mapping a target onto a medium requires first deciding which features of the target to retain.",
    "reason": "Representation is the structured mapping of a target system onto a medium that preserves selected features under a stated convention while deliberately dropping others. The selection of which features to preserve is itself an abstraction \u2014 purpose-relative retention of structure that keeps what matters for a given use and discards what does not. Abstraction supplies the prior judgment about what is load-bearing; representation then mechanizes that judgment as a faithfulness-claiming mapping. Without the abstract selection in place, the representational mapping has no principle by which to choose what features its medium should carry."
   },
   {
    "child": "schema",
    "parent": "abstraction",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A schema is the specific shape abstraction takes when experience with a category is retained as a type-level pattern with slots.",
    "reason": "A schema is the structurally-particularized form abstraction takes in the cognitive-representation case: the concrete original is the population of category instances encountered, the purpose is efficient recognition and prediction of novel-but-familiar situations, and the projection retains typical features and variable roles while dropping idiosyncratic detail. It satisfies abstraction's three-part specification \u2014 concrete original, purpose, projection \u2014 particularized by the slot-and-filler structure that enables top-down processing of incoming data."
   },
   {
    "child": "type_token_distinction",
    "parent": "abstraction",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Recognizing a repeatable type presupposes abstracting away token-specific location, time, state, and history while retaining the structure shared by its occurrences.",
    "reason": "Recognizing a repeatable type presupposes abstracting away token-specific location, time, state, and history while retaining the structure shared by its occurrences. Type\u2013Token is not a species of the abstraction operation; it is an ontological relation whose type endpoint is obtained and maintained through abstraction. Without selection of common structure across token differences there is no repeatable type to distinguish from the individual occurrences. Abstraction can produce models, interfaces, or categories with no token layer, while a type-token system cannot define its shared type without abstraction."
   }
  ],
  "type_token_distinction": [
   {
    "child": "abstract_work",
    "parent": "type_token_distinction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Abstract Work is the enriched work-and-carrier species of the bare type-and-token split, adding a content identity criterion, attribution, and lineage.",
    "reason": "Abstract Work is the enriched work-and-carrier species of the bare type-and-token split, adding a content identity criterion, attribution, and lineage. A Work is a repeatable identity distinct from its numerically distinct concrete realizations, with facts and operations routed separately to the shared identity and to each realization. The Work species adds culturally anchored content identity, a same-work boundary, producer attribution, and revision-versus-fork lineage."
   }
  ],
  "threshold": [
   {
    "child": "access_catchment",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Access catchment contains a threshold because its tolerance horizon is the critical cost value at which a candidate changes from included to excluded.",
    "reason": "Node, medium, and horizon jointly define the catchment; the horizon supplies the sharp membership response to time, distance, cost, latency, or effort. Threshold supplies an internal constituent: Safe vs harmful levels. Access Catchment requires that role within this mechanism: The set of users who can reach a node given friction and a tolerance horizon. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "blockage_release_dynamics",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains a barrier-capacity threshold that separates holding from discontinuous discharge.",
    "reason": "Without a critical capacity, overtopping, breach, rupture, or removal does not produce the abrupt state boundary that ends storage and begins release. Threshold supplies an internal constituent: Safe vs harmful levels. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "carrying_capacity",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Carrying Capacity contains the sustainable-load Threshold separating normal operation from nonlinear saturation and substrate-eroding overshoot.",
    "reason": "Its three-zone curve is organized around a configuration-set critical load. Threshold supplies that boundary value; carrying capacity adds the load-bearing substrate, degradation beyond the boundary, shrinking future capacity, and recovery hysteresis. This repairs a previously standalone prime without coercing it into a false kind-of relation."
   },
   {
    "child": "circuit_breaker",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A circuit breaker presupposes threshold because its trip behavior requires a pre-defined danger value that, once crossed, triggers active disconnection.",
    "reason": "A circuit breaker presupposes threshold because its operation rests on a monitor watching a flow for a defined danger value and, the moment that value is crossed, actively disconnecting the protected process. Without the prior availability of a threshold as a critical input value separating safe from unsafe regimes, there is no defined moment for the breaker to trip, no sharp transition between continued operation and protective interruption. Threshold supplies the input-response discontinuity that the breaker mechanically enforces."
   },
   {
    "child": "critical_mass",
    "parent": "threshold",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Critical mass is a specialization of threshold whose specific input is a reproduction-ratio crossing one and whose response is self-sustaining propagation.",
    "reason": "Critical mass is a specialization of threshold in which the input variable is the effective reproduction ratio of a propagating process and the response is the qualitative shift from decay to self-sustained activity at R equals one. It inherits the general threshold commitment of a sharp dividing value separating a sub-response regime from a response regime, and specializes by fixing the input to a reproduction count and the output to extinction-versus-runaway. Below the threshold the chain dies; above it, propagation feeds itself."
   },
   {
    "child": "engineering_tolerances",
    "parent": "threshold",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tolerances are a specification method built from a pair of thresholds (upper/lower bounds), not themselves a kind of single threshold.",
    "reason": "Tolerances are a specification method built from a pair of thresholds (upper/lower bounds), not themselves a kind of single threshold. Threshold supplies the prerequisite condition: Safe vs harmful levels. Engineering Tolerances operates against that background: Acceptable variation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "fracture_toughness",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Fracture Toughness claim contains a critical defect length, energy, reproduction number, or blast-radius boundary separating arrest from runaway spread.",
    "reason": "The threshold is an internal decision boundary in the toughness property, not a background assumption. Its coordinates vary by substrate, but below-versus- above reversal of propagation outcome is invariant."
   },
   {
    "child": "spiral_of_silence",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence contains a perceived-minority Threshold below which the expected cost of expression triggers suppression.",
    "reason": "The dynamic requires a boundary at which perceived minority status changes expression behavior. Remove that gating point and the loop loses the suppression trigger that produces its slow build and possible cascade reversal. Threshold is therefore a constituent of the social-opinion whole, while generic thresholds do not contain or depend on Spiral of Silence."
   },
   {
    "child": "threshold_bounded_vicious_cycle",
    "parent": "threshold",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The basin boundary is a constitutive Threshold inside the compound prime, completing ancestry that its current Feedback-only edge omits.",
    "reason": "The prime requires a critical value separating a deficit-restoring low basin from a surplus-compounding high basin. Its magnitude-and-duration intervention rule cannot be stated without the boundary value, though Threshold alone does not supply bistability or active input consumption."
   },
   {
    "child": "threshold_driven_order_emergence",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes threshold because the abrupt reorganization is by definition triggered at a critical value of a continuous control parameter.",
    "reason": "Threshold-driven order emergence requires a critical value of a control parameter at which the system's collective behavior reorganizes discontinuously \u2014 temperature, density, coupling strength, or shared-belief level. Without threshold's machinery \u2014 a specific input value separating a sub-response regime from a response regime with a sharp transition between them \u2014 there would be no critical point at which order emerges and no discontinuity in the macroscopic response to smooth microscopic change. The threshold prime supplies the input-value structure that makes the emergence pattern critical-point-localized."
   },
   {
    "child": "threshold_triggered_rule_activation",
    "parent": "threshold",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A threshold is the bare critical value (one component); this prime embeds it in a two-LEVEL architecture (continuous observable and dormant rule keyed to the threshold and monitoring loop and activation).",
    "reason": "A threshold is the bare critical value (one component); this prime embeds it in a two-LEVEL architecture (continuous observable and dormant rule keyed to the threshold and monitoring loop and activation). Presupposes threshold. Threshold supplies the prerequisite condition: Safe vs harmful levels. Threshold-Triggered Rule Activation operates against that background: A continuous observable crossing a threshold flips a dormant rule to active. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "authority": [
   {
    "child": "access_control",
    "parent": "authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Access control is a specific kind of authority, exercising legitimate power to grant or deny actions on resources.",
    "reason": "Access control is a specialization of authority. The general pattern is legitimate power to make binding decisions that persist even when the subject would otherwise resist, residing in recognized roles rather than raw capability. Access control instantiates this with the binding decisions being authorization verdicts (grant or deny) over principal-action-resource triples, expressed in permissions, roles, or attribute rules. The policy is binding because the protected system recognizes the authorization layer's right to decide; the enforcement is legitimate domination over resource access, the Weberian shape of authority operating in computational systems."
   },
   {
    "child": "accountability",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Accountability presupposes authority because answering for outcomes requires a recognized power-to-decide whose exercise can be traced and assessed.",
    "reason": "Accountability presupposes authority because the relation of answering for outcomes requires that some legitimately empowered party have exercised decision-making power whose results can be attributed and assessed. Without authority's framework of recognized binding decisions, there is no decision to answer for and no role-holder to hold answerable. Accountability operates by tracing outcomes back to authorized decision-makers and subjecting them to evaluation against the mandate their authority carries; the answerability relation is anchored to the structure of legitimate power."
   },
   {
    "child": "adjudication_dispute_resolution",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Adjudication and dispute resolution presupposes authority because the third party's binding determination requires legitimate power to settle contested claims.",
    "reason": "Adjudication and dispute resolution presupposes authority because the third party's role in examining competing claims and rendering a binding decision rests on legitimate power -- court, arbitrator, regulator, ombudsperson -- recognized as entitled to settle the dispute and enforce the outcome. Without authority's apparatus of obligations that persist against subject resistance, the adjudicator's reasoned determination has no binding force and disputants need not abide by it. Procedural legitimacy is authority earned through impartial process; adjudication is authority structured for dispute settlement. Authority supplies the prerequisite condition: The recognized, legitimate right to issue binding decisions within a defined scope, distinct from raw coercive force or mere persuasive influence. Adjudication (Dispute Resolution) operates against that background: Dispute resolution. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "authority_handoff",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Authority handoff is the transition PROTOCOL by which a role's binding authority (plus its operational state) moves between occupants without breaking; it presupposes authority (the thing transferred).",
    "reason": "Authority handoff is the transition PROTOCOL by which a role's binding authority (plus its operational state) moves between occupants without breaking; it presupposes authority (the thing transferred). Authority is the state, handoff the transition."
   },
   {
    "child": "autonomy",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Autonomy is a claim about WHERE directive right sits (on the inner side of a scoped boundary); it presupposes authority as the substance whose location it specifies.",
    "reason": "autonomy is a claim about WHERE directive right sits (on the inner side of a scoped boundary); it presupposes authority as the substance whose location it specifies."
   },
   {
    "child": "consent",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Consent presupposes authority because consent operates by granting another party legitimate authority over a domain that would otherwise be off-limits.",
    "reason": "Consent presupposes authority because its essential function is to confer legitimate decision-making power over a domain \u2014 body, property, data, action \u2014 that the consenting agent would otherwise control exclusively. Without authority's prior structure of recognized right-to-decide, the act of consenting would have nothing to transfer or authorize. Consent inherits authority's general apparatus of legitimate power to bind and supplies the specific mode by which that power can arise from below: through the autonomous, informed, voluntary authorization of the party whose domain is at stake, generating an obligation the recipient could not otherwise claim."
   },
   {
    "child": "delegation_of_authority",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Delegation of authority presupposes authority because there must be a legitimate decision-making power before any of it can be transferred to subordinates.",
    "reason": "Delegation is the structured transfer of a right to decide from a principal to an agent within specified limits, with the principal retaining ultimate responsibility. The transfer can only occur if such a right exists in the first place \u2014 a recognized, legitimate power to make binding decisions. Authority supplies precisely that: the socially recognized capacity to create obligations, vested in a role rather than in raw capability. Without an underlying authority to allocate, there is nothing for delegation to assign or for accountability mechanisms to track back to."
   },
   {
    "child": "discretion",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Discretion presupposes authority because the designed delegation of judgment within a rule's gap requires legitimately empowered decision-making in that space.",
    "reason": "Discretion presupposes authority because the rule system's deliberate leaving-open of a gap and assignment of the choice within it to a situated agent requires that the agent hold legitimate power to make binding decisions in that space. Without authority's recognized right to bind, the discretionary choice is mere opinion that others may ignore. Discretion is authority operating in the rule's silences: the rule fixes the boundary, and the authority delegated to the agent fills the interior with case-specific judgment that binds through the agent's recognized standing."
   },
   {
    "child": "governance",
    "parent": "authority",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Authority is an internal element of Governance, distributed and bounded through roles, rules, legitimacy sources, and decision rights.",
    "reason": "Governance is defined as the durable architecture of authority, accountability, and decision rights. It allocates, channels, limits, and legitimates binding decision power as part of its internal design. Accountability is a separate internal element whose own Authority dependency does not replace this direct constituent relation."
   },
   {
    "child": "legitimacy",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Legitimacy presupposes authority because it names the property by which an authority's commands are treated as rightful rather than merely powerful.",
    "reason": "Legitimacy presupposes authority because it is defined as a structural property of authority itself \u2014 the condition under which those subject to authority voluntarily comply, recognizing it as rightful rather than as bare coercion. Without the prior existence of authority as the capacity to issue binding decisions, there is nothing for legitimacy to qualify. Legitimacy inherits authority's general apparatus of recognized right-to-decide and specializes it by adding the further commitment that compliance flows from acknowledgment of rightfulness \u2014 backed by procedural, democratic, performance, traditional, charismatic, or legal sources \u2014 rather than from continuous enforcement."
   },
   {
    "child": "revocation_closure",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Revocation Closure presupposes Authority because some recognized issuer must have standing to create and later invalidate the grant.",
    "reason": "Without a recognized right to issue a binding grant or status, there is no authoritative withdrawal whose reach can be evaluated; raw causal interruption is not revocation."
   },
   {
    "child": "rights_vs_freedoms",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rights vs. freedoms presupposes authority because enforceable claims and protected liberties require a legitimate power to recognize and uphold them.",
    "reason": "The distinction between rights and freedoms structures normative entitlements as claim-entitlements against duty-bearers versus absences of constraint. Both halves require an authority structure: rights need a legitimate power that recognizes claims and binds duty-bearers; freedoms need a power that refrains from constraining and protects against constraint. Authority supplies the recognized capacity to create binding obligations and to underwrite the institutional infrastructure of courts and enforcement. Without an authority structure, rights have no duty-bearer and freedoms have no protector \u2014 both collapse to mere assertions."
   },
   {
    "child": "separation_of_powers",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Separation of powers presupposes authority because it operates by distributing legitimate binding-decision power across distinct branches.",
    "reason": "Separation of powers presupposes authority because what is being separated is precisely the capacity to make binding decisions that create persistent obligations \u2014 Weber's Herrschaft. It inherits authority's commitment that legitimate power rests on recognition rather than raw capacity, particularized to the distributive case where the right to decide is partitioned among branches so that no single agent holds the full bundle. Without prior authority to apportion, there is nothing to separate; the doctrine is an architecture for authority's controlled distribution."
   },
   {
    "child": "sovereignty",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sovereignty presupposes authority because final decision-making within a domain is a particular form of legitimate binding power.",
    "reason": "Sovereignty is the authority principle that one entity holds final, non-overridable decision-making power within a defined domain, with internal and external components. The construct is meaningful only as a specific structural form of authority \u2014 the legitimate capacity to make binding decisions and create persisting obligations. Authority supplies the underlying recognized-power-to-decide; sovereignty specializes it by adding finality (no external override), domain-boundedness (the zone of autonomous action), and recognition by other sovereigns. Without authority as the structural ground, sovereignty's finality has no decision-power to be final over."
   },
   {
    "child": "sponsor_vacuum",
    "parent": "authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sponsor Vacuum presupposes Authority, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Authority supplies the prerequisite condition: The recognized, legitimate right to issue binding decisions within a defined scope, distinct from raw coercive force or mere persuasive influence. Sponsor Vacuum operates against that background: A designated decision-resolving role is occupied but disengaged, and its nominal occupancy suppresses the formation of substitute decision channels, so the system loses both the function and its replacement. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "constraint": [
   {
    "child": "access_control",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Access control is a specific kind of constraint, restricting admissible principal-action-resource combinations to those satisfying a security policy.",
    "reason": "Access control is a specialization of constraint. The general pattern is a condition that restricts the set of admissible configurations to those satisfying it, with the feasible set as a first-class object. Access control instantiates this with the configurations being principal-action-resource combinations and the binding condition being a security policy: unauthorized combinations are not admissible candidates regardless of other merit. The authorization layer enforces the binding restriction at runtime, partitioning the space of attempted accesses into permitted and forbidden, which is exactly constraint's structural commitment."
   },
   {
    "child": "activation_energy",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Activation energy presupposes constraint because the barrier defines a binding threshold below which the process cannot proceed.",
    "reason": "Activation energy is the minimum threshold of energy or effort required to initiate a process before it proceeds spontaneously. This presupposes constraint: a condition that restricts the set of admissible configurations to those satisfying it, with the feasible set as a first-class object. The barrier acts as a binding restriction on the process: configurations below the threshold are not admissible candidates regardless of other merit, partitioning the dynamics into forbidden and feasible regimes. Without constraint's framing of binding thresholds, activation energy reduces to a numeric parameter rather than a structural gatekeeper."
   },
   {
    "child": "bottleneck",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A bottleneck is the specific shape a constraint takes when one stage's limited capacity binds the throughput of an entire pipeline.",
    "reason": "A bottleneck is the specific shape constraint takes in a chained-throughput system: the binding restriction is localized to a single stage whose capacity caps the aggregate rate, so improvements anywhere else fall outside the feasible-gain set. Where constraint names any binding restriction on admissible configurations, bottleneck particularizes it to serial or networked production, where the slowest element defines the feasible throughput envelope. Relieving non-bottleneck elements is structurally non-binding; only the bottleneck moves the global rate, making it the operative constraint."
   },
   {
    "child": "bounded_rationality",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bounded rationality is the specific shape constraint takes when the binding restrictions act on cognitive, informational, and time resources of decision-makers.",
    "reason": "Constraint is a condition that restricts admissible configurations or choices to those satisfying it, with the feasible set as a first-class object of analysis. Bounded rationality is the particular shape this pattern takes when the restrictions act not on physical configurations but on the cognitive, informational, and computational resources available to a decision-maker. The agent's choice process is bounded by binding limits on these resources, producing local search and aspiration-based stopping. A structurally-particularized instance of constraint whose specific binding dimensions are cognition, information, and time."
   },
   {
    "child": "bypassed_safeguard",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A bypassed safeguard presupposes a protective control (a constraint installed to prevent a hazard) that operators route around under production pressure; it is a failure mode OF a constraint, built on the safeguard it disables.",
    "reason": "A bypassed safeguard presupposes a protective control (a constraint installed to prevent a hazard) that operators route around under production pressure; it is a failure mode OF a constraint, built on the safeguard it disables. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Bypassed Safeguard operates against that background: A protective control is systematically routed around by the very operators it was meant to protect, because it imposes friction against a production task and the workaround is locally rewarded and globally invisible until the rare hazard arrives. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "checks_balances",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and Balances presupposes Constraint: each authority is bound by reciprocal restrictions that exclude unilateral action.",
    "reason": "Checks and balances gives each holder of power explicit tools \u2014 veto, review, audit, override \u2014 that restrict the others' admissible actions to those consistent with mutual restraint. The reciprocal tools function as binding restrictions on the feasible set of unilateral moves, ruling out configurations regardless of other merit. That is the defining structure of a Constraint, here woven into a mesh of mutual restrictions. Checks and balances presupposes constraint as the operative mechanism by which power is bound."
   },
   {
    "child": "circuit_breaker",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Circuit breaker is a specific kind of constraint, imposing a binding threshold that interrupts flow once a danger level is exceeded.",
    "reason": "Circuit breaker is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Circuit breaker instantiates this with the binding condition being a threshold on a monitored flow (current, requests, prices): values exceeding the threshold trigger interruption, removing the protected process from operation until reset. The mechanism converts the threshold into an enforced upper bound on flow magnitude. It is constraint operating dynamically as an automatic interrupter at the edge of admissibility, accepting local stoppage as the price of holding the binding condition."
   },
   {
    "child": "coastal_squeeze",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'not generic constraint; the specific geometry of advancing-front and fixed-rear and immobile-subject that produces monotonic compression without exit.' A specialization of constraint with a mobility-asymmetry signature.",
    "reason": "'not generic constraint; the specific geometry of advancing-front and fixed-rear and immobile-subject that produces monotonic compression without exit.' A specialization of constraint with a mobility-asymmetry signature. Constraint supplies the genus: Limits possibilities to guide outcomes. Coastal Squeeze preserves that general structure while adding its differentia: An immobile subject is compressed between an advancing front and a fixed rear, with no exit. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "commitment",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A commitment is a reflexive (self-imposed) constraint-creation on one's own future; commitment is a kind-of constraint (the existing commitment_device already sits under constraint).",
    "reason": "A commitment is a reflexive (self-imposed) constraint-creation on one's own future; commitment is a kind-of constraint (the existing commitment_device already sits under constraint). Constraint supplies the genus: Limits possibilities to guide outcomes. Commitment preserves that general structure while adding its differentia: An agent binds itself in the present to a future course of action or to the truth of a proposition, creating a new constraint on future behavior that others can rely on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "commitment_device",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A commitment device presupposes constraint because its function is to deliberately restrict the future feasible set of one's later self.",
    "reason": "A commitment device works by deliberately altering the future choice set so that tempting deviations become impossible or costly \u2014 voluntarily imposing a binding restriction on one's later admissible actions. Without constraint's machinery of binding restriction on admissible configurations, there would be no structural difference between announcing an intention and locking in a course: the device's whole logic is to convert a soft preference into a hard constraint. The parent prime supplies the binding-restriction structure that the commitment device deploys against time-inconsistent preferences."
   },
   {
    "child": "complexity_time_space",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Computational complexity is a specific kind of constraint, binding admissible algorithms to those whose resource growth rate keeps problems practically solvable.",
    "reason": "Computational complexity is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Complexity instantiates this with the binding condition being asymptotic resource growth: algorithms whose time or space scales as polynomial in input size are admissible for large instances, while exponential-time procedures are practically infeasible. The polynomial-versus-exponential boundary partitions the algorithmic feasible set, supplying a machine-independent admissibility criterion that governs which problems can be solved at scale."
   },
   {
    "child": "confidentiality",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confidentiality is the information-use species of constraint, restricting an authorized holder's admissible disclosures and downstream actions.",
    "reason": "Confidentiality is the information-use species of constraint, restricting an authorized holder's admissible disclosures and downstream actions. A binding condition reduces the feasible set of actions to those satisfying it, regardless of which otherwise available action the holder prefers. The constrained actions are uses and disclosures of protected information by a party already authorized to possess it, under release and exception rules."
   },
   {
    "child": "consistency",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Consistency is a META-property of a COLLECTION of constraints' \u2014 whether the intersection of all their admissible regions is nonempty.",
    "reason": "'Consistency is a META-property of a COLLECTION of constraints' \u2014 whether the intersection of all their admissible regions is nonempty. A lone constraint is never inconsistent; consistency presupposes a set of constraints. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Consistency operates against that background: A set of commitments cannot jointly derive a contradiction. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "containment",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Containment is a kind of constraint: a maintained perimeter restricts the admissible reach of an entity, process, or hazard.",
    "reason": "Containment draws and maintains a boundary that prevents a contained entity, process, or hazard from spreading or interacting uncontrolled with its surroundings. The perimeter functions as a binding restriction on admissible configurations: any state in which the contained item has escaped is ruled out regardless of other merit. That is the defining structure of a Constraint, here specialized to spatial-or-relational isolation of a propagating agent, energy flow, or contagious condition."
   },
   {
    "child": "decision",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Decision presupposes constraint because selecting one alternative from a set requires that the admissible set be defined by binding restrictions.",
    "reason": "Decision is the act of selecting one alternative from a set under conditions of constraint, uncertainty, or trade-off. The set itself is constituted by constraint \u2014 a condition that restricts admissible configurations to those satisfying it, producing the feasible set from which selection draws. Without constraint there is no bounded choice set, no closure of options, and no meaningful selection. Constraint supplies the binding restriction that defines what counts as an admissible alternative; decision then ranges over that set and commits to one element, so it presupposes constraint as the substrate of its choice space."
   },
   {
    "child": "degrees_of_freedom",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom presupposes constraint because counting independent parameters only becomes meaningful once binding restrictions on configurations are specified.",
    "reason": "Degrees of freedom counts the independent parameters needed to specify a system's state after constraints are imposed \u2014 formally, unconstrained parameters minus constraints. The count is meaningful only against a specified set of binding restrictions that prune the feasible set: holonomic constraints in mechanics, statistical constraints after estimation, kinematic constraints in mechanism design. Without constraints as a first-class structural object defining the admissible subset, the dimensionality reduction that degrees of freedom measures would have nothing to subtract from and no operational content."
   },
   {
    "child": "design_for_implementation",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Design for implementation presupposes constraint because the discipline is precisely the inclusion of production and operational limits as binding restrictions on design choices.",
    "reason": "Design for implementation is the systematic practice of treating manufacturing capabilities, supply-chain limits, assembly sequences, and operational costs as binding restrictions on the admissible set of design configurations. Without constraint's machinery of treating a binding restriction as a first-class structural object, there would be no way to convert downstream realization limits into upstream design rejection rules: a configuration violating production feasibility would be no different from a configuration meeting it. The parent prime supplies the binding-restriction structure that this discipline applies to implementation context."
   },
   {
    "child": "dimensional_analysis",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dimensional analysis presupposes constraint because dimensional homogeneity is a binding restriction on which equations among physical quantities can be admissible.",
    "reason": "Dimensional analysis requires every physical equation to be dimensionally homogeneous: every additive term and both sides of any equality must share identical dimensional signatures. This presupposes constraint: a condition restricting admissible configurations to those satisfying it, with the feasible set as a first-class object. Dimensional homogeneity is a binding restriction on the space of candidate equations: any expression violating it is not admissible regardless of other merit. The Buckingham pi theorem then quantifies how this binding constraint reduces the number of free parameters, exactly the constraint-reduces-feasible-set move."
   },
   {
    "child": "efficiency",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Efficiency presupposes constraints because they define the feasible alternatives against which resource use and result are judged.",
    "reason": "Technology, resource, quality, safety, reliability, and regime constraints determine which alternatives are genuinely available. Remove or omit one and the frontier moves, so the same operating point may change from efficient to inefficient or the reverse."
   },
   {
    "child": "embeddability",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Embeddability requires binding ambient and conflict Constraints that divide possible placements into admissible and forbidden sets.",
    "reason": "Constraint supplies the hard predicate defining feasibility. Embeddability specializes the decision object to faithful placements of a substrate into a host and asks whether the admissible placement set is empty, without ranking the survivors."
   },
   {
    "child": "engineering_tolerances",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Engineering tolerances is the specific shape constraint takes when admissible variation around a nominal target is explicitly bounded for component acceptance.",
    "reason": "Constraint is a condition that restricts admissible configurations to those satisfying it, defining the feasible set as a first-class object. Engineering tolerances is the particular shape this pattern takes in manufacturing and design: admissible variation is bounded by explicit upper and lower limits around a nominal target value, with components inside the band accepted and those outside rejected or reworked. It is a structurally-particularized instance of constraint whose specific machinery is dimensional, material, or temporal range specification calibrated to what the design can absorb while still functioning."
   },
   {
    "child": "error_proofing_poka_yoke",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Error Proofing is a kind of constraint: the system is designed so that error states are physically inadmissible or immediately detected.",
    "reason": "Error proofing engineers the system so that mistaken configurations are made physically impossible to enter or immediately conspicuous when entered, shifting prevention from human vigilance into structure. The design imposes binding restrictions on the admissible set: error states are excluded a priori rather than discouraged. That is the defining structure of a Constraint. Poka-Yoke specializes constraint to operator-error prevention, with the feasibility test embodied in jigs, fixtures, fits, and forcing functions rather than in policy."
   },
   {
    "child": "immutability",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Immutability is the specific shape a constraint takes when in-place modification of a value or record is forbidden across all subsequent operations.",
    "reason": "Immutability is the constraint-particularized commitment that in-place mutation is excluded from the admissible operations on a value once created: any apparent change must be realized as a new value while the original is preserved. Where constraint names binding restrictions on admissible configurations generally, immutability fixes the restriction at the operation of overwriting, so that the feasible set of operations on any created entity excludes destructive modification and the historical states remain separately addressable."
   },
   {
    "child": "improvisation",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A live backbone of rules, resources, timing, or form is a constitutive part of improvisation rather than an incidental limitation.",
    "reason": "Improvisation generates competent moves within and against a developing constraint set; remove that backbone and the result is unconstrained production or noise rather than situated improvisation."
   },
   {
    "child": "interference_and_contention",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interference and contention is a specific kind of constraint, where shared-resource competition restricts admissible concurrent throughput.",
    "reason": "Interference and contention is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Contention instantiates this with the binding condition being shared-resource capacity: when multiple processes demand a single resource, only a subset of concurrent access patterns are admissible, and exceeding capacity produces measurable degradation. It is constraint operating dynamically at the resource bottleneck: the resource's capacity binds the joint feasible region of concurrent demands, producing latency increases and dropped transactions when the bound is approached."
   },
   {
    "child": "irreducible_floor",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The floor 'is a constraint, formally a binding inequality at the optimum' but adds the two-level structure (intra-regime vs structural lever) the general constraint concept does not carry.",
    "reason": "The floor 'is a constraint, formally a binding inequality at the optimum' but adds the two-level structure (intra-regime vs structural lever) the general constraint concept does not carry. It is a specialization of constraint, specialized to a mechanism-generated bound that transfers variance when over-driven. Constraint supplies the genus: Limits possibilities to guide outcomes. Irreducible Floor preserves that general structure while adding its differentia: A quantity of interest has a structural lower (or upper) bound that the available proximate levers cannot push past without inducing pathology elsewhere, because the floor is a consequence of the system's generating mechanism rather than a target the operator chose. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "latency",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Latency is a specific kind of constraint, binding system response time below an irreducible transit minimum.",
    "reason": "Latency is a specialization of constraint. The general pattern restricts admissible configurations to those satisfying a binding condition, with the feasible set as a first-class object. Latency instantiates this with the binding condition being the irreducible time interval between stimulus and observable response: no configuration can produce a response faster than the transit cost through the channel or pathway. The bound is physical (signal propagation, processing time, dead time) rather than statistical, and it partitions the achievable response-time region. It is constraint operating along the time dimension as an irreducible lower bound on signal transit."
   },
   {
    "child": "liebigs_law_of_the_minimum",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liebig's Law is Constraint specialized to the binding minimum among non-substitutable complementary inputs.",
    "reason": "Each required input imposes a bound on feasible output: output cannot exceed that input's available quantity divided by its per-unit requirement. Their intersection is a constrained feasible region, and the smallest ratio is the active binding constraint. Liebig's Law adds fixed-proportion complementarity, a min-operator, a kinked response, and migration of the active constraint when the current minimum is lifted."
   },
   {
    "child": "linear_programming_lp",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Linear Programming contains linear Constraints that define which candidates are feasible.",
    "reason": "A linear program combines an objective with linear equalities, inequalities, and domain restrictions that delimit its feasible candidates. Those Constraints are internal terms of the full optimization problem alongside its decision variables and objective; the whole program is not itself a single Constraint. Removing the restrictions destroys the polyhedral feasible region and leaves at most an unconstrained linear objective."
   },
   {
    "child": "mandatory_vs_default_norms",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mandatory versus default norms is the specific shape constraint takes when rules are sorted by whether they can or cannot be opted out of.",
    "reason": "Mandatory versus default norms is the specific shape constraint takes when the rule system distinguishes binding restrictions that cannot be waived from those that apply unless overridden. The constraint structure -- a condition that restricts the admissible set, binding for the purpose at hand -- splits into two operative modes: mandatory rules where the restriction holds absolutely, and default rules where the restriction is overrideable by explicit modification. The distinction operationalizes choice-architecture: which constraints are hard floors versus which are flexible-but-sticky starting points."
   },
   {
    "child": "minimalism",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimalism presupposes constraint because its disciplined stripping-away operates as a binding restriction on what counts as admissible in the design.",
    "reason": "Minimalism is the deliberate elimination of everything inessential, which operates as a binding restriction on the admissible set of design moves: ornamental, redundant, or non-load-bearing elements are forbidden from inclusion. Without constraint's machinery of treating a binding restriction as a first-class structural object, there would be no structural difference between an under-specified design and a minimalist one. Minimalism is the active imposition of a necessity-only restriction on the design space, deploying constraint's binding-restriction structure as an aesthetic and functional discipline."
   },
   {
    "child": "need_solution_alignment",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The need is operationalized through binding conditions the solution must satisfy in the beneficiary's context.",
    "reason": "Needs become testable when expressed as requirements, limits, tolerances, timing, access conditions, or other constraints. A benefit that ignores a binding condition does not align even if it improves some secondary dimension. Constraint is therefore part of the fit relation rather than background decoration."
   },
   {
    "child": "normativity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Normativity is the specific shape constraint takes when the binding restriction is an evaluative standard against which states can be judged correct or incorrect.",
    "reason": "Normativity is the specific shape constraint takes when the binding restriction operates evaluatively rather than physically: it specifies which states, actions, or beliefs count as correct, required, permissible, or prohibited, and renders the rest subject to criticism rather than impossible. It is a structurally-particularized instance of restricting an admissible set, with the added commitment that admissibility is enforced through evaluation, judgment, and the practice of holding-to-account rather than through physical incompatibility. The standard plays the role constraint plays generally \u2014 partitioning what counts as acceptable \u2014 but does so in the ought-mode."
   },
   {
    "child": "oversight_capacity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Oversight capacity is the specific shape a constraint takes on the number of direct sub-units a single supervising entity can effectively manage.",
    "reason": "Oversight capacity is the particularization of constraint to the supervisory relationship: bounded cognitive attention and coordination cost impose a binding upper limit on how many direct sub-units a single overseer can effectively handle before quality degrades. Where constraint names binding restrictions on admissible configurations generally, oversight capacity fixes the variable being restricted \u2014 direct-report count \u2014 and locates the binding limit in the cognitive and structural properties of the supervising entity rather than in the resources or technology of the subordinates."
   },
   {
    "child": "rate_limiting",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A rate limit is a temporal constraint on consumption (units per time per actor); a specialization of constraint.",
    "reason": "A rate limit is a temporal constraint on consumption (units per time per actor); a specialization of constraint. Constraint supplies the genus: Limits possibilities to guide outcomes. Rate Limiting preserves that general structure while adding its differentia: Cap the temporal rate at which an identifiable actor consumes a resource. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reactance",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reactance presupposes constraint because the motivational state only arises when a perceived freedom is threatened or restricted by an external limit.",
    "reason": "Reactance is a motivational state triggered specifically by the perceived restriction of a behavioral freedom: without a constraint imposing itself on the admissible set of actions the individual believes they possess, there is no threat-to-freedom event, no aversive arousal, and no freedom-restoration motivation. The four-component process presupposes that the structural feature being responded to is a binding restriction on what one is allowed to choose \u2014 the very situation constraint names \u2014 and reactance is the psychological reaction to that situation."
   },
   {
    "child": "receptor_saturation",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Receptor Saturation is a kind of constraint: a finite count of binding sites caps the system's response regardless of further input.",
    "reason": "Receptor saturation describes a system whose response approaches an asymptote because the population of binding sites is finite and eventually fully occupied. The number of sites is a binding restriction on admissible response magnitudes: no configuration with response above the saturation ceiling is reachable, regardless of input intensity. That is exactly the structure of a constraint \u2014 a hard cap on the feasible set \u2014 specialized to capacity ceilings imposed by fixed interaction substrate."
   },
   {
    "child": "requisite_variety",
    "parent": "constraint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Requisite Variety is a kind of constraint: it imposes a binding lower bound on the regulator's variety relative to disturbance variety.",
    "reason": "Requisite variety states that only variety can absorb variety, formally V(R) >= V(D) / V(E), so any regulator failing the inequality cannot hold essential variables within bounds. The inequality functions as a binding restriction on admissible regulator designs: configurations below the threshold are not feasible candidates regardless of other merit. That is the defining structure of a constraint, here specialized to cybernetic regulation and the variety budget it demands."
   },
   {
    "child": "rule_of_least_power",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Rule_of_least_power 'prescribes WHICH constraints to prefer (those that bound expressiveness)' \u2014 a design discipline of choosing the most constrained mechanism sufficient for function.",
    "reason": "Rule_of_least_power 'prescribes WHICH constraints to prefer (those that bound expressiveness)' \u2014 a design discipline of choosing the most constrained mechanism sufficient for function. Presupposes constraint as its object. Constraint supplies the prerequisite condition: Limits possibilities to guide outcomes. Rule of Least Power (Minimum Sufficient Capability) operates against that background: Choose the least expressive mechanism that still solves the problem, because unused capability is structural debt that weakens analyzability and safety. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "scarcity",
    "parent": "constraint",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scarcity is the specific shape constraint takes when the binding restriction is finite supply relative to competing demands on a resource.",
    "reason": "Constraint is a condition that restricts admissible configurations or allocations to those satisfying it, defining the feasible set as a first-class object. Scarcity is the particular shape this pattern takes for resources: the available quantity is insufficient to satisfy all simultaneous demands, so allocating to one use necessarily denies it to another. The supply-demand mismatch becomes the binding restriction on admissible allocations. A structurally-particularized instance of constraint whose specific source is the finite-supply-versus-competing-demand relation that makes the question of who gets what arise at all."
   },
   {
    "child": "shared_interface_constraint_conflict",
    "parent": "constraint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Mutually unsatisfiable receiver constraints are internal constituents of the conflict rather than optional background conditions.",
    "reason": "Each receiver supplies at least one binding acceptance condition, and the joint feasible set is empty: no available output satisfies every receiver at once. The constraint sets and their empty intersection are therefore constituents of the pattern."
   },
   {
    "child": "structural_violence",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Structural violence presupposes constraint because the harm it names is produced by social arrangements that systematically restrict admissible life-courses.",
    "reason": "Structural violence diagnoses systematic harm produced by social arrangements \u2014 legal, economic, spatial \u2014 that restrict certain populations' ability to meet basic needs even when material capacity exists. The harm is constituted by the gap between potential and actual, and that gap is generated by binding restrictions on admissible configurations of life-course, access, and resource flow. Constraint supplies the structural object: a condition that prunes the feasible set independent of merit. Structural violence is constraint with a specific source (social arrangement) and a specific consequence (avoidable population-level harm)."
   },
   {
    "child": "trade_offs",
    "parent": "constraint",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Trade-offs presuppose constraint because the inability to improve all dimensions simultaneously is what makes the feasible set bounded by a frontier.",
    "reason": "A trade-off is the structural situation where gains on one valued dimension require losses on another within a given feasible set, which presupposes that the feasible set is itself restricted \u2014 that not all desirable combinations are admissible. Without constraint's binding restriction on admissible configurations, every combination would be feasible and there would be no enforced exchange between dimensions; improvements on one dimension would not require sacrifices on another. The trade-off is the shape constraint takes when it binds multiple valued dimensions simultaneously."
   }
  ],
  "boundary": [
   {
    "child": "access_control",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Access control presupposes boundary because deciding who may cross into resources requires a demarcation between inside and outside.",
    "reason": "Access control determines whether a principal may perform an action on a resource, enforcing a policy that separates authorized from unauthorized access. The very operation requires a demarcation between protected and external \u2014 a boundary around the resource with controlled permeability. Boundary supplies the structural object: bounded entity, demarcation criterion, and selective crossing mechanism. Access control is then boundary specialized to digital and procedural resources, with the policy specifying the crossing rule. Without a boundary to enforce, there is no inside-outside distinction for access control to mediate."
   },
   {
    "child": "access_friction",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An entry-asymmetric cost paid only at the crossing of a membership boundary; it presupposes a status boundary partitioning insiders from outsiders.",
    "reason": "An entry-asymmetric cost paid only at the crossing of a membership boundary; it presupposes a status boundary partitioning insiders from outsiders. Boundary supplies the prerequisite condition: Defines system limits. Access Friction operates against that background: An entry-asymmetric cost paid only by those crossing a membership boundary, shaping who is present rather than who is qualified. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "applicability_scope",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Applicability Scope typically presupposes Boundary, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "'A boundary is the inclusion-exclusion edge in the abstract; applicability scope is the boundary-declaration ATTACHED to an artifact and FORWARD-PUBLISHED for its consumers, with a scope-check at the use site.' The boundary is the edge; applicability_scope is the published, checkable envelope around it. Presupposes a boundary. Boundary supplies the prerequisite condition: Defines system limits. Applicability Scope operates against that background: An artifact publishes a bounded region of conditions under which its outputs or guarantees hold, so consumers can detect out-of-scope use before it causes harm. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "autopoiesis",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Autopoiesis presupposes boundary because the self-producing system's identity requires a boundary that distinguishes it from its environment and is itself produced internally.",
    "reason": "Autopoiesis is the structural pattern of self-production in which a system continuously produces the components that compose it, with a boundary distinguishing it from its environment that is itself produced and maintained by the same internal processes. This presupposes boundary: the conceptual structure marking demarcation between an entity and what is outside, with the demarcation criterion, permeability, and bounded entity as integrated components. Without boundary's framing of operative inside-outside separation, the autopoietic system has no inside to maintain and no outside against which to distinguish itself, and self-production has nothing to be self about."
   },
   {
    "child": "boundary_critique",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundary critique presupposes boundary because the reflective questioning of inside-versus-outside choices requires a prior boundary to be drawn and made explicit.",
    "reason": "Boundary critique is the reflective practice of surfacing and questioning the implicit choice of what counts as inside versus outside a system analysis, which structurally requires that a boundary is already operative or proposed. Without the boundary prime's substrate \u2014 a demarcation between an entity and what is outside it, with attendant flows, membership, and accountability \u2014 there would be nothing for the critique to inspect, no normative or strategic stakes in where the line is drawn, and no alternative boundaries to consider."
   },
   {
    "child": "boundary_state_loss",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundary state loss requires a carrier boundary across which a bounded artifact must convey state.",
    "reason": "The loss event is defined at a transition between carriers or contexts; remove the boundary and there is no handoff at which encoding capacity can discard state, although the boundary is the site rather than the loss itself."
   },
   {
    "child": "containment",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Containment presupposes boundary because holding something within a perimeter to prevent spread requires that perimeter as a first-class structural object.",
    "reason": "Containment is the bounded isolation of an entity, process, or hazard within a defined perimeter to prevent uncontrolled interaction with surroundings. The operation constitutively requires a boundary: a demarcation between contained and external with maintained integrity and controlled permeability. Boundary supplies the structural object \u2014 bounded entity, demarcation criterion, permeability \u2014 that containment then makes operative as a barrier to propagation. Without a boundary as first-class structure with maintained integrity, containment has no perimeter to defend and no inside-outside distinction to enforce."
   },
   {
    "child": "discreteness",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discreteness is a specific kind of boundary where the demarcation produces isolated points with no intermediate values between them.",
    "reason": "Discreteness is a specialization of boundary. The general pattern marks a demarcation between an entity and what is outside, with the demarcation criterion governing membership and the permeability governing crossings. Discreteness instantiates this with the demarcation isolating each element from its neighbours, formally captured by the discrete topology in which every singleton is open and every point is isolated. The boundary between any element and any other is impermeable: there are no intermediate values. It is boundary maximized to the per-element scale, enabling counting, enumeration, and the combinatorial toolbox."
   },
   {
    "child": "ecotone",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An ecotone is a boundary GIVEN DEPTH \u2014 it presupposes a boundary between two regimes and adds a band of measurable extent, gradient, exchange, and zone-specific generative structure.",
    "reason": "An ecotone is a boundary GIVEN DEPTH \u2014 it presupposes a boundary between two regimes and adds a band of measurable extent, gradient, exchange, and zone-specific generative structure. It is not an is-a of boundary (a boundary is a curve; the ecotone is the opposite \u2014 a generative band) so composition, not subsumption."
   },
   {
    "child": "edge_effect",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The band forms AROUND a boundary line of two abutting regimes; presupposes boundary as the reference locus (file explicitly band-not-line, but the line is the reference the band forms around).",
    "reason": "The band forms AROUND a boundary line of two abutting regimes; presupposes boundary as the reference locus (file explicitly band-not-line, but the line is the reference the band forms around). Boundary supplies the prerequisite condition: Defines system limits. Edge Effect operates against that background: Where two regimes meet, a thin high-gradient band forms a distinct third regime with its own resident phenomena, absent from either interior. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "environmental_coupling_strength",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Environmental Coupling Strength presupposes Boundary: the coupling is defined as the cross-boundary flow rate between system and environment.",
    "reason": "Environmental coupling strength quantifies flow across the demarcation between system and environment, with permeability of that demarcation setting how strongly the two interact. The very concept of crossing \u2014 of flow across a separation \u2014 requires a Boundary already drawn that establishes inside, outside, and the rule governing transit. Without a boundary there is no surface across which coupling could be measured. Environmental coupling strength presupposes boundary as the demarcation whose permeability it characterizes."
   },
   {
    "child": "group_cohesion",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cohesion presupposes a Boundary that identifies which elements are bound internally and what fragmentation of the unit would mean.",
    "reason": "Internal binding is distinguishable from adhesion or external coupling only once a system boundary separates members from nonmembers. The boundary need not be social or cognitively represented; it may delimit a droplet, ecological guild, code module, or team."
   },
   {
    "child": "information_hiding",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information hiding is a deliberately-drawn boundary with a controlled-access policy (concealed-side vs visible-side); it presupposes a boundary as its load-bearing element.",
    "reason": "Information hiding is a deliberately-drawn boundary with a controlled-access policy (concealed-side vs visible-side); it presupposes a boundary as its load-bearing element. Boundary supplies the prerequisite condition: Defines system limits. Information Hiding operates against that background: Deliberately concealing internal facts behind a stable public surface to control dependencies. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "interface",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An interface is the specific shape boundary takes when it adds an explicit contract specifying what crosses, what is hidden, and what guarantees hold on each side.",
    "reason": "An interface is the particularization of boundary to a setting where the demarcation between systems carries an explicit exchange protocol: a contract specifying exposed surfaces, hidden internals, signal types, and side-specific guarantees. Where boundary names the conceptual demarcation between an entity and its outside generally, interface fixes the boundary as bilateral and structured: it adds asymmetric visibility, formal protocol, and the commitment that each side can evolve independently provided the contract is honored \u2014 a richer particular form of the boundary pattern."
   },
   {
    "child": "interfacial_energy",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interfacial energy is the per-unit-area COST a boundary carries while it exists \u2014 it presupposes a boundary (the line) and prices it.",
    "reason": "Interfacial energy is the per-unit-area COST a boundary carries while it exists \u2014 it presupposes a boundary (the line) and prices it. 'a boundary is the static line; interfacial energy is the pressure on that line.' Presupposes-parent. Boundary supplies the prerequisite condition: Defines system limits. Interfacial Energy operates against that background: A per-unit-boundary cost that scales with seam length rather than bulk, driving systems toward configurations with less total boundary unless opposed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "liminality",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liminality is the specific shape boundary takes in the time dimension, where the threshold itself becomes a marked transitional zone.",
    "reason": "Liminality is the specific shape boundary takes when an actor is suspended in the threshold between a prior and subsequent status, neither fully in nor fully out. The boundary pattern names a demarcation between inside and outside with permeability governing flows; liminality particularizes this by extending the boundary into a dwellable temporal interval in which the demarcation criterion is suspended, ordinary rules do not fully apply, and the actor is ritually or institutionally bracketed. It is the boundary turned into a habitat: ambiguity, plasticity, and communitas are what living-on-the-edge looks like structurally."
   },
   {
    "child": "markov_blanket",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The blanket is a boundary, but a specific testable one \u2014 exactly the minimal set whose observation renders interior conditionally independent of exterior, with a screening test and minimality criterion attached.",
    "reason": "The blanket is a boundary, but a specific testable one \u2014 exactly the minimal set whose observation renders interior conditionally independent of exterior, with a screening test and minimality criterion attached. A specialization of boundary. Boundary supplies the genus: Defines system limits. Markov Blanket preserves that general structure while adding its differentia: The minimal set of variables that, once observed, render a target conditionally independent of everything else \u2014 the system's statistical interface with its environment. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "permeability",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Permeability presupposes Boundary, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Boundary supplies the prerequisite condition: Defines system limits. Permeability operates against that background: A bounded medium selectively passes some carrier through connected pathways. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "problem_framing",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An explicit inclusion/exclusion boundary is an internal constituent of every problem frame rather than a background assumption.",
    "reason": "An explicit inclusion/exclusion boundary is an internal constituent of every problem frame rather than a background assumption. Removing the constituent makes the child incomplete although the constituent can occur independently."
   },
   {
    "child": "property_rights",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Property rights are the specific shape boundary takes when the demarcated entity is a resource and the criterion is enforceable excludability with bundled entitlements.",
    "reason": "Property rights are the specific shape boundary takes when what is demarcated is a resource and the demarcation criterion is enforceable exclusion of non-holders by a defined holder. The four boundary components map directly: the bounded entity is the resource, the demarcation criterion is the legal-enforcement rule, permeability is the bundle of entitlements (use, capture, exclude, transfer) governing crossings, and accountability follows from holder identification. Property rights are jurisdictional boundaries around resources, structured as separable entitlement bundles backed by enforcement."
   },
   {
    "child": "receptive_field",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A receptive field contains a boundary in input space separating stimuli that can affect the unit from those that cannot.",
    "reason": "The coverage footprint and its falloff define the local jurisdiction whose tiling composes system-wide coverage; remove the inside-outside demarcation and the field is no longer bounded or receptive selectively."
   },
   {
    "child": "sacred",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The sacred is the specific shape boundary takes when what is demarcated is set radically apart from the profane and protected by prohibition.",
    "reason": "The sacred is the specific shape boundary takes when the demarcation runs between an inviolable category and the ordinary, with crossings governed by prohibition rather than permission. The boundary components map directly: the bounded entity is the sacred object, place, or practice; the demarcation criterion is collective conferral of set-apart status; permeability is regulated by ritual purification and taboo; and crossings unauthorized by ritual incur contamination rather than ordinary disapproval. The sacred-profane binary is boundary maintenance charged with ultimate symbolic weight."
   },
   {
    "child": "schema_bounded_blind_spot",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A coverage boundary separating cases expressible inside the schema from cases it cannot generate is an internal constituent of the blind spot.",
    "reason": "The pattern requires an inside and outside: cases for which the schema has a prompt, category, or slot, and cases it cannot express. Boundary supplies that demarcation; the child adds systematic non-elicitation outside it and the false-completeness effect produced by exhaustive work inside it."
   },
   {
    "child": "segmentation_and_boundary_drawing",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Segmentation and boundary drawing is the specific shape boundary takes when a continuous domain is partitioned into discrete categories by boundary placement.",
    "reason": "Segmentation and boundary drawing is the particularization of boundary to the act of partitioning: a continuous domain is divided into discrete categories by placing boundaries that determine what is treated as the same versus different. Where boundary names the conceptual demarcation between an entity and its outside generally, segmentation fixes the operation \u2014 partitioning a continuum \u2014 and emphasizes the design-choice character of where the lines fall, with small boundary shifts producing large changes in category assignment."
   },
   {
    "child": "separation_of_powers",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Separation of powers presupposes boundary because it requires demarcated jurisdictional lines between branches that govern reach and crossing.",
    "reason": "Separation of powers presupposes boundary because the doctrine operationally requires demarcation lines between branches \u2014 legislative, executive, judicial \u2014 that specify what belongs inside each branch's authority and what crosses into another's. It inherits boundary's four-part structure: the bounded entity (each branch's jurisdiction), the demarcation criterion (constitutional assignment of powers), the permeability (checks-and-balances crossings), and the operative force (acts beyond jurisdiction are void). Without boundary's demarcation apparatus, the structural separation cannot be drawn."
   },
   {
    "child": "sovereignty",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sovereignty presupposes boundary because it defines a demarcated domain within which final decision authority holds and beyond which it does not.",
    "reason": "Sovereignty presupposes boundary because the doctrine operationally requires a demarcated domain that distinguishes inside (where the sovereign decides) from outside (where it cannot). It inherits boundary's four-part structure: the bounded entity (the sovereign's territory or jurisdiction), the demarcation criterion (recognized scope), the permeability (treaties, extradition, intervention), and the operative force (final authority within). Internal and external sovereignty are precisely the inside-authority and outside-recognition faces of a boundary applied to political decision rights."
   },
   {
    "child": "stakeholder_analysis",
    "parent": "boundary",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stakeholder analysis presupposes boundary because identifying who has a legitimate interest requires deciding who is inside the system of consequence and who is outside.",
    "reason": "Stakeholder analysis enumerates parties with legitimate interest, exposure, or claim, which structurally requires drawing a boundary between those inside the system of consequence and those outside it. Without the boundary prime's machinery \u2014 demarcation between an entity and its outside, with attendant flows and accountability \u2014 there would be no principled basis for the inclusion-exclusion decision that determines who counts as a stakeholder. The boundary structure is what makes stakeholder identification a determinate analytic operation rather than an open-ended listing."
   },
   {
    "child": "substrate_induced_boundary_dissolution",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The boundary whose operational support disappears is an internal constituent of substrate-induced boundary dissolution.",
    "reason": "The pattern cannot be identified from adoption of a shared substrate alone. It requires a prior demarcation maintained by carrier differences and a demonstrable weakening of that demarcation once the differences cease to bind."
   },
   {
    "child": "symbolic_boundaries",
    "parent": "boundary",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symbolic boundaries is a specialization of boundary; the demarcation is a conceptual cultural distinction rather than a physical or legal partition.",
    "reason": "Boundary is the conceptual structure marking the demarcation between an entity and what is outside it, governing flows, membership, and inclusion. Symbolic boundaries is the specific case where the demarcation is conceptual rather than physical or formal-legal: cultural distinctions deployed by social actors to sort the social field into kinds (insider/outsider, sacred/profane, authentic/fake) without physical partitioning, yet with substantial material consequences for inclusion and status. It inherits boundary's demarcation-and-permeability structure and adds the specification that the demarcation criterion is culturally encoded classification."
   },
   {
    "child": "systemic_fragmentation",
    "parent": "boundary",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Systemic fragmentation is the specific shape boundary takes when intra-system boundaries become rigid enough to block coordination across sub-units.",
    "reason": "Boundary is the conceptual structure marking the demarcation between an entity and what is outside it, governing flows and crossing. Systemic fragmentation is the particular shape boundary takes when sub-system boundaries within a larger system become rigidly impermeable: information, resources, and decisions stop flowing across them, sub-units pursue divergent metrics, and the lost synergy degrades overall performance. It is a structurally-particularized instance of boundary in which the permeability has dropped too low at internal partitions, producing isolation costs the larger system absorbs."
   },
   {
    "child": "topographic_forcing",
    "parent": "boundary",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The shaped boundary that the moving medium cannot freely cross is a constituent of every topographic-forcing interaction.",
    "reason": "Boundary is the fixed constraint whose relief gives the forcing its geometry. The surface, obstacle, sill, ridge, or bedform redirects a flow because it limits the paths available to the moving medium. Remove the boundary and only unconstrained background flow remains; remove the flow and only static relief remains."
   }
  ],
  "complexity": [
   {
    "child": "accidental_vs_essential_complexity",
    "parent": "complexity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Accidental Vs Essential Complexity is a specialization of Complexity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Complexity supplies the genus: Measures system intricacy. Accidental Vs Essential Complexity preserves that general structure while adding its differentia: A system's complexity splits into the irreducible difficulty of the problem and the removable difficulty introduced by the chosen approach. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "complexity_time_space",
    "parent": "complexity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parent's own core_idea enumerates computational time/space complexity as one of its constitutive formalizations.",
    "reason": "Parent's own core_idea enumerates computational time/space complexity as one of its constitutive formalizations. Complexity supplies the genus: Measures system intricacy. Complexity (Time/Space) preserves that general structure while adding its differentia: Resource scaling with input size. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "law_of_conservation_of_complexity",
    "parent": "complexity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The law presupposes complexity (the quantity it conserves) and adds two specific claims \u2014 an irreducible FLOOR and a SHIFT relation that relocates burden without lowering the total.",
    "reason": "The law presupposes complexity (the quantity it conserves) and adds two specific claims \u2014 an irreducible FLOOR and a SHIFT relation that relocates burden without lowering the total. complexity is the embedding-nearest (0.95) and the quantity the prime is about but not identical to. Complexity supplies the prerequisite condition: Measures system intricacy. Law of Conservation of Complexity operates against that background: Every problem has an irreducible complexity floor that design can shift between parties or moments but cannot reduce below the floor. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "adaptation": [
   {
    "child": "accommodation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Accommodation is a specialization of Adaptation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Adaptation supplies the genus: Systems adjust to conditions. Accommodation preserves that general structure while adding its differentia: Systems modify internal structure or behavior in response to external pressures. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "adaptive_redirection",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adaptive Redirection is the deliberate discontinuous-course species of adjustment to changed evidence, distinguished by preservation and redeployment from the old course.",
    "reason": "Adaptive Redirection is the deliberate discontinuous-course species of adjustment to changed evidence, distinguished by preservation and redeployment from the old course. A system changes its organization or behavior in response to conditions so it can continue pursuing function under a revised fit to the environment. The change selects a materially new course from a three-way option set and makes retained learning or capability from the disconfirmed course load-bearing in it."
   },
   {
    "child": "cognitive_flexibility",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cognitive flexibility is an adaptive capacity: detect frame-context misfit and switch the active frame from a held repertoire.",
    "reason": "Cognitive flexibility is an adaptive capacity: detect frame-context misfit and switch the active frame from a held repertoire. A specialization of adaptation in agent-cognitive systems. Adaptation supplies the genus: Systems adjust to conditions. Cognitive Flexibility preserves that general structure while adding its differentia: Switching the active frame from a held repertoire when a trigger detects the current one has stopped fitting the context. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "contextual_mode_switching",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Contextual mode switching is a specific kind of adaptation where the agent shifts among pre-built behavioral repertoires in response to context cues.",
    "reason": "Contextual mode switching is a specialization of adaptation. The general pattern is a process by which a system changes its internal structure or behaviour in response to environmental change, preserving or improving fit. Mode switching instantiates this with the adaptation being movement among a maintained inventory of context-tuned modes (vocabulary, tone, procedure, tooling) triggered by contextual cues. The system maintains the modes as standing capacity rather than constructing each response from scratch, so the change-to-fit is realized as selection from a repertoire rather than incremental modification of a single default behaviour."
   },
   {
    "child": "design_for_lifecycle_adaptability",
    "parent": "adaptation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design for lifecycle adaptability is the specific shape adaptation takes when adaptability mechanisms are deliberately built into a system at design time.",
    "reason": "Design for lifecycle adaptability is the engineered, anticipatory particularization of adaptation: rather than a system changing in response to sustained environmental change after the fact, the designer pre-embeds modular interfaces, redundancy, excess capacity, and reconfiguration paths so that future modification is supported. Where adaptation names the modification of a system to fit new conditions generally, the design-for-adaptability variant fixes the timing \u2014 the adaptive capacity is engineered in upfront, before the conditions that will exercise it are known."
   },
   {
    "child": "differentiated_instruction",
    "parent": "adaptation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differentiated instruction is the specific shape adaptation takes when teaching tailors content, process, and product to learner variation.",
    "reason": "Differentiated instruction is the structurally-particularized form adaptation takes in the pedagogical case: the system (the classroom and teacher's practice) modifies internal structure (content, process, product, environment) in response to sustained variation in learner readiness, interests, and profiles, preserving effective instruction across the distribution. It inherits adaptation's commitment to internal modification that improves fit to changed conditions, particularized to the case where the changing conditions are within-classroom learner diversity rather than external environment."
   },
   {
    "child": "exaptation",
    "parent": "adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exaptation presupposes adaptation because co-opting an existing feature for a new function operates against the background of features shaped by prior adaptive history.",
    "reason": "Exaptation is the structural pattern in which a feature that arose for one function or for none is later co-opted to serve a different function it was not designed for. The construct is meaningful only against the backdrop of adaptation: the original feature was either selected for its prior role or was a by-product of features that were, and the co-option exploits properties already present from that adaptive history. Adaptation supplies the underlying fit-by-internal-modification mechanism that produced the available structures. Exaptation specializes by distinguishing present-utility-without-fresh-selection from current-role-shaped-by-selection."
   },
   {
    "child": "gain_control",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Gain control is a specific adaptive mechanism: a slow secondary loop measures recent input statistics and retunes the forward path's input-output SLOPE to keep it in range.",
    "reason": "Gain control is a specific adaptive mechanism: a slow secondary loop measures recent input statistics and retunes the forward path's input-output SLOPE to keep it in range. A specialization of adaptation (system adjusts to conditions). Loosest defensible genus; not feedback (different regulated quantity). Adaptation supplies the genus: Systems adjust to conditions. Gain Control preserves that general structure while adding its differentia: A slow secondary loop continuously retunes the gain of a fast forward signalling pathway so it stays in its useful range across changing input statistics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "institutional_lag",
    "parent": "adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes adaptation because the diagnosis only makes sense against the expectation that institutions ought to adapt to changed conditions.",
    "reason": "Institutional lag names the temporal maladjustment between fast-changing material conditions and slow-changing formal rule systems, which is intelligible only against the prior commitment that institutions ought to adapt to track the conditions they govern. Without adaptation's machinery \u2014 the process by which a system modifies internal structure in response to sustained environmental change \u2014 there would be no benchmark against which lag could be measured. Adaptation supplies the expected fit-tracking behavior whose absence or delay the lag pattern diagnoses."
   },
   {
    "child": "learning",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning is a specialization of adaptation in which an agent's internal capability is the structure modified in response to experience.",
    "reason": "Learning is a kind of adaptation specialized to an agent's internal cognitive or behavioral capability. Both share the adaptation pattern of modifying internal structure in response to sustained environmental input so that continued functioning under new conditions improves. Learning narrows the substrate to knowledge, skill, model, or behavior held by an agent, and narrows the trigger to experience or information. The broader adaptation prime spans physiological, developmental, and evolutionary modification; learning is the particular case where the modified system is an information-processing agent whose future predictions or performance change as the durable trace of acquisition."
   },
   {
    "child": "metaplasticity",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metaplasticity is a specialization of Adaptation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Adaptation supplies the genus: Systems adjust to conditions. Metaplasticity preserves that general structure while adding its differentia: A system's capacity to change is itself modulated by prior activity, so a slow second-order process governs how readily the fast first-order adaptive process can operate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "potentiation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Potentiation is a specific kind of adaptation where prior exposure modifies the system to respond more strongly to subsequent stimuli.",
    "reason": "Potentiation is a specialization of adaptation. The general pattern is a process by which a system changes its internal structure or parameters in response to sustained environmental input, preserving or improving fit to new conditions; the modification alters the system itself rather than being a moment-in-time response. Potentiation instantiates this with the modification being increased responsiveness: prior stimulus exposure sensitizes the system so that a subsequent identical or smaller dose produces a disproportionately larger response. It is adaptation directed toward amplified rather than dampened reactivity to the recurring stimulus class."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stressor-induced adaptation is a specialization of adaptation in which controlled difficulty degrades short-run performance while building long-run capacity.",
    "reason": "Stressor-induced adaptation is a specialization of adaptation. The general adaptation pattern is structural modification in response to sustained environmental change, preserving or improving fit. The stressor-induced variant specifies that the modifying input is bounded strain \u2014 desirable difficulties in learning, hormesis in toxicology, progressive overload in exercise \u2014 and that the characteristic signature is inverted short-run versus long-run outcomes. The same internal-modification logic of adaptation applies, with controlled stress as the specific trigger and durable strength as the specific gain."
   },
   {
    "child": "tolerance",
    "parent": "adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tolerance is a specialization of adaptation in which repeated exposure reduces the system's response to a stimulus.",
    "reason": "Tolerance is a specialization of adaptation. The general adaptation pattern is structural modification in response to sustained environmental change, preserving fit. Tolerance specializes by giving the modification a particular shape: the system reduces its responsiveness to a repeated stimulus, so the same dose produces a diminished effect over time. The same internal-modification logic of adaptation applies, with diminished response gain as the specific outcome and repeated stimulus exposure as the specific trigger \u2014 the inverse signature of potentiation within the adaptation family."
   }
  ],
  "bias": [
   {
    "child": "action_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Action bias is a specific member of the bias family: the deviation toward acting over forbearing, produced by an attributional asymmetry in an accountable setting.",
    "reason": "Action bias is a specific member of the bias family: the deviation toward acting over forbearing, produced by an attributional asymmetry in an accountable setting. Genus-to-species. Bias supplies the genus: Systematic, directional error distinct from random noise. Action Bias preserves that general structure while adding its differentia: When acting and not acting have similar expected payoffs, decision-makers systematically prefer to act, because action is more visible and attributable than inaction, biasing choice toward doing something beyond what the payoff calculus justifies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "additive_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Additive bias is a specific member of the bias family: a direction-asymmetric search distribution over transformations that over-samples 'add' and under-visits 'remove'.",
    "reason": "Additive bias is a specific member of the bias family: a direction-asymmetric search distribution over transformations that over-samples 'add' and under-visits 'remove'. Bias supplies the genus: Systematic, directional error distinct from random noise. Additive Bias preserves that general structure while adding its differentia: When asked to improve a system, agents reliably reach first for adding a component and underweight removing one, so the search distribution over transformations is direction-asymmetric and long-lived systems accrete past their purpose-optimal complexity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "amaras_law",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Amara's Law is bias specialized to opposite-signed forecast errors at short and long horizons around a nonlinear realization curve.",
    "reason": "It inherits systematic directional deviation rather than random error and adds linear projection from a salient early signal, missed near-term friction, and under-compounded long-term diffusion."
   },
   {
    "child": "anchoring",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Anchoring is a specialization of bias in which the systematic displacement is toward an initial reference point that resists adjustment.",
    "reason": "Anchoring is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern by locating the mechanism in insufficient adjustment from a salient initial value: even arbitrary or explicitly-irrelevant anchors pull subsequent judgments toward themselves in a consistent direction that more deliberation does not erase. It satisfies bias's defining signature -- a sign and offset surviving averaging -- with the offset traced to the anchor stimulus and its imperfect adjustment, distinguishing it within the broader catalog of cognitive biases."
   },
   {
    "child": "confirmation_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confirmation bias is a specialization of bias in which the systematic displacement favors processing that supports the prior belief.",
    "reason": "Confirmation bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern in the information-processing subclass: biased search, biased interpretation, and biased memory together skew evidence accumulation in the direction of the held hypothesis. It exhibits bias's defining signature -- a sign and direction surviving the accumulation of more data -- with the offset traced to the asymmetric handling of confirming versus disconfirming evidence, distinguishing this class within the broader catalog of cognitive biases."
   },
   {
    "child": "confounding",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confounding is a kind of bias: it produces a systematic, non-averaging displacement of the estimated causal effect from the true effect.",
    "reason": "Confounding distorts the estimated relationship between cause and effect in a consistent direction set by the common cause's structure, with the displacement persisting and often growing as samples accumulate rather than averaging out. That is the defining contrast between Bias and noise: bias is a persistent offset that more data does not erase. Confounding specializes bias to the causal-inference case, where the offset arises from non-causal paths between treatment and outcome rather than from estimator construction."
   },
   {
    "child": "decision_fatigue",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Decision Fatigue is a kind of bias: depletion produces a systematic, direction-consistent drift toward defaults and impulsive choices.",
    "reason": "Decision fatigue produces a systematic \u2014 not random \u2014 shift in choice patterns as a sequence progresses: later choices reliably tilt toward defaults, status-quo options, and impulsive selections. The displacement is in a consistent direction and persists across the sequence rather than averaging out across additional acts. That is the defining structure of Bias: a persistent offset of process output from the unbiased target. Decision fatigue specializes bias to sequential decision-making under deliberative-resource depletion."
   },
   {
    "child": "distortion",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A systematic, rule-governed, non-random deviation of output from faithful input is precisely bias's systematic-directional-error signature applied to signal transformation.",
    "reason": "A systematic, rule-governed, non-random deviation of output from faithful input is precisely bias's systematic-directional-error signature applied to signal transformation. Bias supplies the genus: Systematic, directional error distinct from random noise. Distortion preserves that general structure while adding its differentia: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "dunning_kruger_effect",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dunning-Kruger effect is a specialization of bias in which low-competence individuals systematically overestimate their own competence.",
    "reason": "The Dunning-Kruger effect is a specialization of bias. The general bias pattern is systematic, signed displacement of outputs from a true value, persisting beyond noise. Dunning-Kruger specializes by giving the displacement a specific shape: self-assessment of competence is systematically displaced upward at low competence and modestly downward at high competence, with the same metacognitive deficit producing both the incompetence and the failure to recognize it. The same systematic-rather-than-random-displacement logic of bias applies, with self-assessment as the estimating process and the competence gap as the specific cause of the offset."
   },
   {
    "child": "emotional_reasoning",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emotional reasoning is a specialization of bias; it is the systematic distortion of belief by treating felt affect as evidence about the world.",
    "reason": "Bias is the structural property of a process whose outputs are systematically displaced in a consistent direction from a true or fair value. Emotional reasoning is one such process: it systematically inflates the probability of threats when fear is felt and of wrongness when guilt is felt, treating affective state as inferential input about external reality. It inherits bias's directional-offset structure and adds the specific mechanism \u2014 affect-as-evidence \u2014 that produces a sign and a direction in the error. A specialization of bias keyed to emotion as the contaminating channel."
   },
   {
    "child": "fundamental_attribution_error",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fundamental attribution error is a specialization of bias in which dispositional explanations are systematically over-weighted relative to situational ones.",
    "reason": "The fundamental attribution error is a specialization of bias. The general bias pattern is systematic, signed displacement of a process's outputs from a true or fair value, persisting despite more data. The FAE specializes by giving the displacement a specific direction: explanations of others' behavior systematically over-weight dispositional causes and under-weight situational ones, with asymmetric application to self versus other. The same systematic-rather-than-random-displacement logic of bias applies, with dispositional-versus-situational attribution as the specific dimension and observer-actor asymmetry as the specific signature."
   },
   {
    "child": "law_of_the_instrument",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The cross-batch note and both frame law_of_the_instrument as a bias, but a STRONGER, structurally-distinct one: the tool inventory shapes which problem is PERCEIVED (upstream construction), not just the downstream verdict.",
    "reason": "The cross-batch note and both frame law_of_the_instrument as a bias, but a STRONGER, structurally-distinct one: the tool inventory shapes which problem is PERCEIVED (upstream construction), not just the downstream verdict. is a specialization of bias, specialized to capability-shaped perception. 'often filed loosely as a cognitive bias' \u2014 admit bias as parent while preserving the perceptual-upstream distinction. Bias supplies the genus: Systematic, directional error distinct from random noise. Law of the Instrument preserves that general structure while adding its differentia: The tools an agent possesses systematically bias what it recognises as a problem, what category the problem is sorted into, and what intervention is generated \u2014 the world's joints get carved into shapes the tool can grip, and joints it cannot grip become invisible. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "bias",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Missing-data mechanisms are the specific shape bias takes when systematic data absence skews inferences from observed values.",
    "reason": "Missing-data mechanisms (MCAR, MAR, MNAR) are the specific shape bias takes when observations are absent rather than mis-measured. Bias is a systematic, sign-bearing displacement of estimator outputs away from a true value that survives in the infinite-sample limit. Each missingness mechanism inscribes a particular bias signature: MCAR is unbiased complete-case but inefficient, MAR yields bias correctable by conditioning on observed variables, and MNAR produces bias that cannot be removed without modeling the missingness process itself. The taxonomy is precisely the structural anatomy of one bias source."
   },
   {
    "child": "motivated_reasoning",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Motivated Reasoning is a strict specialization of Bias.",
    "reason": "Motivated Reasoning is a strict specialization of Bias. Both are process-level systematic directional displacements from a true, fair, or intended target rather than random scatter or one mistaken output. Motivated Reasoning fixes the displaced process to evidence handling or belief update and fixes the direction to one selected by a non-epistemic goal or preferred conclusion."
   },
   {
    "child": "near_miss_normalization",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Near-Miss Normalization is typically a specialization of Bias, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bias supplies the genus: Systematic, directional error distinct from random noise. Near-Miss Normalization preserves that general structure while adding its differentia: A system reads the absence of harm in a narrowly-averted event as evidence of robustness rather than as a signal of lost margin, so it resets the margin to the smaller value and drifts its operating envelope toward the failure boundary while still counting itself safe. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "omission_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Omission Bias is a specialization of Bias, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bias supplies the genus: Systematic, directional error distinct from random noise. Omission Bias preserves that general structure while adding its differentia: When acting and not acting carry similar expected outcomes, decision-makers systematically prefer inaction, judging a harm caused by acting as worse than an equal-or-greater harm caused by failing to act, because commission feels more causally and morally attributable than omission. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "optimism_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Optimism bias is a specialization of bias in which the systematic displacement favors better-than-true probability estimates for one's own outcomes.",
    "reason": "Optimism bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern in the self-prediction subclass: individuals' probability estimates for personal positive outcomes are consistently above base rates, estimates for personal negative outcomes consistently below, and belief updates asymmetric. It exhibits bias's defining signature -- a sign and direction surviving repeated estimation -- with the offset traced to motivated self-relevant projection and stronger for self than for comparable others, distinguishing it within the broader bias catalog."
   },
   {
    "child": "planning_fallacy",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A named systematic directional forecasting error; a bias.",
    "reason": "A named systematic directional forecasting error; a bias. Secondary parent (optimism_bias is itself a child of bias). Bias supplies the genus: Systematic, directional error distinct from random noise. Planning Fallacy preserves that general structure while adding its differentia: Forecasters of a novel task default to inside-view simulation over the outside-view reference class, systematically underestimating time, cost, and risk. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "processing_fluency",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Processing fluency is a specific kind of bias where the ease of cognitive processing systematically displaces evaluative judgments.",
    "reason": "Processing fluency is a specialization of bias. The general pattern is a systematic, sign-bearing displacement of a process's outputs away from a true or intended value that survives the infinite-sample limit. Processing fluency instantiates this with the process being evaluative judgment and the displacement being misattribution: stimuli that are easy to process are systematically rated higher on familiarity, quality, and truthfulness independently of content. The bias has a consistent sign (fluency raises evaluations, disfluency lowers them) and persists across repeated judgments, satisfying the structural definition of a bias source."
   },
   {
    "child": "regression_to_the_mean",
    "parent": "bias",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regression to the mean presupposes bias because uncorrected use of extreme-selected observations yields a systematic offset away from the underlying mean.",
    "reason": "Regression to the mean presupposes bias because failing to account for the regression effect when selecting on extreme initial values produces a systematic displacement: extreme observations re-measure closer to the mean, and treating the change as causal effect introduces an offset proportional to (1 minus correlation) times the initial deviation. Without bias's framing of systematic-rather-than-random displacement, the regression phenomenon would be mere noise; instead it is a predictable directional offset that survives averaging, generating spurious causal claims (drug works on the sick, second-novel slump) unless corrected."
   },
   {
    "child": "researcher_degrees_of_freedom",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "RDF is a systematic, directional inferential error (false-positive inflation) produced by an un-audited comparison budget \u2014 a specialized inferential bias arising at the analysis/reporting stage, distinct from random noise.",
    "reason": "RDF is a systematic, directional inferential error (false-positive inflation) produced by an un-audited comparison budget \u2014 a specialized inferential bias arising at the analysis/reporting stage, distinct from random noise. is-a bias in the inference pipeline."
   },
   {
    "child": "sampling_representativeness",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness is a kind of bias control that prevents systematic displacement of estimates away from population parameters.",
    "reason": "Sampling representativeness is a specialization of bias reasoning: it names the principle that prevents the persistent, sign-having displacement of sample estimates from population parameters. It inherits bias's structural definition \u2014 systematic offset between an estimating procedure's expected output and the quantity it should recover \u2014 and particularizes it to the selection-mechanism case where non-probability sampling introduces a recoverable-but-non-vanishing bias. Probability sampling is precisely the bias-elimination procedure for the selection step."
   },
   {
    "child": "selection_bias",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection bias is a specialization of bias in which the distortion arises from how units enter, remain in, or contribute data.",
    "reason": "Selection bias is a specialization of bias. Specifically, it instantiates the systematic-displacement-from-the-true-value pattern by locating the mechanism in the unit-selection process: when entry, retention, or data-contribution is associated with both exposure and outcome (self-selection, survivorship, conditioning on a collider), the resulting estimate is offset in a consistent direction that more data does not erase. It exhibits bias's defining signature -- a sign and direction surviving the infinite-sample limit -- with the offset traced to selection rather than measurement or estimation."
   },
   {
    "child": "streetlight_effect",
    "parent": "bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Streetlight Effect is Bias specialized to search allocation systematically displaced toward observable regions rather than relevance-weighted ones.",
    "reason": "It retains a repeatable directional distortion in a process and fixes the process to search or inquiry: accessibility lowers the cost of inspecting one region, causing effort to concentrate there even when the answer is likelier elsewhere."
   }
  ],
  "mobilization": [
   {
    "child": "activation_energy",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The trigger's threshold barrier \u2014 'one element of mobilization'.",
    "reason": "The trigger's threshold barrier \u2014 'one element of mobilization'. After the chemistry_materials frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Activation Energy adds the local frame and commitments expressed in its identity: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "coordination",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The coordination layer that channels activated capacity \u2014 'one stage of the four'.",
    "reason": "The coordination layer that channels activated capacity \u2014 'one stage of the four'. After the organizational_management frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Coordination adds the local frame and commitments expressed in its identity: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "critical_mass",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reaching critical mass = the self-sustaining outcome of the sustainment stage \u2014 'one possible outcome'.",
    "reason": "Reaching critical mass = the self-sustaining outcome of the sustainment stage \u2014 'one possible outcome'. After the physics frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Critical Mass adds the local frame and commitments expressed in its identity: The minimum quantity needed to sustain a self-perpetuating process. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "reserve",
    "parent": "mobilization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reserve is the framed or domain-specific realization of Mobilization; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the engineering_design frame is stripped away, the retained structural roles are those of Mobilization: Latent capacity is activated, channeled into directed action, and then sustained or returned to rest. Reserve adds the local frame and commitments expressed in its identity: Deliberately maintained surplus held beyond expected need so the system can absorb variation, uncertainty, or shock without failing. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "metastability": [
   {
    "child": "activation_energy",
    "parent": "metastability",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Activation_energy is the barrier-magnitude scalar that is one of metastability's five ingredients; metastability is the whole geometry (local well and barrier and lower destination and kinetic isolation and masquerade window).",
    "reason": "Activation_energy is the barrier-magnitude scalar that is one of metastability's five ingredients; metastability is the whole geometry (local well and barrier and lower destination and kinetic isolation and masquerade window). After the chemistry_materials frame is stripped away, the retained structural roles are those of Metastability: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Activation Energy adds the local frame and commitments expressed in its identity: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "nucleation",
    "parent": "metastability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nucleation is the specific mechanism by which a metastable system transitions via a critical seed overcoming surface-cost barrier, a specialized process presupposing metastability of the parent phase.",
    "reason": "Nucleation is the specific mechanism by which a metastable system transitions via a critical seed overcoming surface-cost barrier, a specialized process presupposing metastability of the parent phase. Metastability supplies the genus: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Nucleation preserves that general structure while adding its differentia: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "quenching",
    "parent": "metastability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "In kinetic-trapping branches, Quenching contains a locally persistent but globally nonpreferred captured state isolated by a mobility or activation barrier.",
    "reason": "The state is an output constituent rather than a genus of the quench operation. The qualifier excludes immutable copies and policy codification whose persistence is imposed externally rather than earned by basin-and-barrier geometry."
   },
   {
    "child": "supersaturation",
    "parent": "metastability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Supersaturation is the loading face of metastability: an intensive variable held past its equilibrium-permitted level by kinetic isolation, storing release potential.",
    "reason": "Supersaturation is the loading face of metastability: an intensive variable held past its equilibrium-permitted level by kinetic isolation, storing release potential. is a specialization of metastable configuration with an above-equilibrium gap. Metastability supplies the genus: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. Supersaturation preserves that general structure while adding its differentia: An intensive variable is driven past its equilibrium-permitted level and held there by kinetic isolation, storing release potential whose eventual discharge is sized by the accumulated gap, not by the trigger. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "branching_and_merging": [
   {
    "child": "adaptive_radiation",
    "parent": "branching_and_merging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adaptive radiation is a high-rate branching BURST gated jointly on an opportunity-opening event, a variable source population, and a niche structure that rewards differentiation \u2014 a specialization of the general branching-and-merging topology with rate and gating and niche-structure added.",
    "reason": "Adaptive radiation is a high-rate branching BURST gated jointly on an opportunity-opening event, a variable source population, and a niche structure that rewards differentiation \u2014 a specialization of the general branching-and-merging topology with rate + gating + niche-structure added."
   }
  ],
  "natural_selection": [
   {
    "child": "adaptive_radiation",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Adaptive Radiation is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Adaptive Radiation preserves that general structure while adding its differentia: A variable source population given access to a newly opened, niche-structured space of opportunity fans out rapidly into many specialized subtypes, then consolidates as niches saturate \u2014 a burst gated jointly on opportunity, variability, and niche structure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "evolutionary_trap",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Evolutionary Trap is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Evolutionary Trap preserves that general structure while adding its differentia: An agent follows a once-reliable cue more eagerly the stronger it is, straight into harm, because the environment changed and the cue-value coupling broke while the cue-response did not. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "green_beard_effect",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Green-Beard Effect is typically a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Green-Beard Effect preserves that general structure while adding its differentia: Cooperation is sustained by a single observable marker that is both correlated with the cooperative disposition and recognizable by fellow carriers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reinforcement",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reinforcement is a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Reinforcement preserves that general structure while adding its differentia: An action's consequence selectively changes the probability of that action recurring under similar conditions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "selection_visibility_gate",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A selection-visibility gate is natural selection specialized by an upstream access stage that determines which variant consequences the selector can act on.",
    "reason": "A selection-visibility gate is natural selection specialized by an upstream access stage that determines which variant consequences the selector can act on. Both begin with a population of variants and change its composition through differential persistence or reproduction under a selection pressure. The child additionally requires a variable expression or accessibility gate upstream of selection and a retained-record bias traceable to that gate."
   },
   {
    "child": "vaccine_escape",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Vaccine Escape is a specialization of Natural Selection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Vaccine Escape preserves that general structure while adding its differentia: A durable barrier imposed on an adaptive population acts as a selection filter, shifting the population toward variants it cannot engage, so effective coverage falls even though the barrier still works exactly as designed. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "variation_strategies",
    "parent": "natural_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Variation strategies deliberately apply the variation-selection-retention engine to explore alternatives and gain robustness.",
    "reason": "Variation strategies deliberately apply the variation-selection-retention engine to explore alternatives and gain robustness. Natural Selection supplies the genus: A population of varying, heritable variants is filtered by a selection pressure so that the better-performing variants differentially reproduce or persist, shifting the population's composition over rounds \u2014 variation, selection, and retention as a substrate-neutral engine. Variation Strategies preserves that general structure while adding its differentia: Deliberately injecting controlled variation into a system and selecting from the results to explore alternatives, accelerate learning, and gain robustness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "absence_as_information": [
   {
    "child": "adjacency_pair",
    "parent": "absence_as_information",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A missing projected second-pair part must itself become a detected positive signal; without noticeable absence the child source says there is no adjacency pair.",
    "reason": "The first move creates the expectation and the unfilled second slot supplies the non-occurrence. Timeout, conversational silence, ritual breakdown, and procedural default are substrate-specific detectors of the same constituent."
   },
   {
    "child": "silence_as_signal",
    "parent": "absence_as_information",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "And emphatic: silence_as_signal is \"the sharpened, error-naming specialisation\" of absence_as_information \u2014 \"narrower and carries a sign,\" naming the specific ERROR of misreading a cost-suppressed absence as the negative state, with its one named mechanism (cost-asymmetric production) and repair catalogue.",
    "reason": "And emphatic: silence_as_signal is \"the sharpened, error-naming specialisation\" of absence_as_information \u2014 \"narrower and carries a sign,\" naming the specific ERROR of misreading a cost-suppressed absence as the negative state, with its one named mechanism (cost-asymmetric production) and repair catalogue. Clean is a specialization of, high conviction. Absence as Information supplies the genus: The non-occurrence of an expected event is itself a positive signal. Silence as Signal preserves that general structure while adding its differentia: Cost-asymmetric record production makes absence misread as the negative state. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "setup_resolution_pair": [
   {
    "child": "adjacency_pair",
    "parent": "setup_resolution_pair",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adjacency Pair is Setup-Resolution Pair specialized by noticeable absence, preference asymmetry, and an explicit repair affordance.",
    "reason": "Adjacency Pair is Setup-Resolution Pair specialized by noticeable absence, preference asymmetry, and an explicit repair affordance. The parent supplies the genus and can occur without the child; the child preserves it while adding commitments the parent does not require."
   }
  ],
  "signaling": [
   {
    "child": "adversarial_signal_imitation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Adversarial signal imitation presupposes Signaling because it can only copy a cue whose established relation to a hidden type already causes receivers to update.",
    "reason": "The attacker does not create credibility from nothing; it exploits an existing signal that receivers use to infer a hidden type. Signaling supplies the cue-to-type update rule and the separating cost or constraint whose informational value the imitator attempts to borrow."
   },
   {
    "child": "deception_blowback",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Presupposes an injected (misleading) signal into a shared channel; built on a signaling act whose return is the defect.",
    "reason": "Presupposes an injected (misleading) signal into a shared channel; built on a signaling act whose return is the defect. Signaling supplies the prerequisite condition: Revealing hidden information. Deception Blowback operates against that background: A misleading signal injected into a shared channel to deceive an adversary returns through an unintended path to confuse the deceiver's own decision loop, allies, downstream systems, or future selves, at a cost the original calculation never scored. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "diagnostically_inert_signal",
    "parent": "signaling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A diagnostically inert signal is signaling specialized to a message that detects an event while omitting actionable diagnostic content.",
    "reason": "A diagnostically inert signal is signaling specialized to a message that detects an event while omitting actionable diagnostic content. Signaling supplies the genus: Revealing hidden information. Diagnostically Inert Signal preserves that general structure while adding its differentia: A signal that announces a failure but carries none of the content needed to act on it, splitting detection-completeness from recovery-completeness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "signal_devaluation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal devaluation presupposes a signaling arrangement whose initially discriminating marker can lose its separating value as issuance expands and recipients adapt.",
    "reason": "The child requires a signal that recipients use as evidence about an underlying type, an issuance process that controls its effective cost or scarcity, and an initially informative separation that can collapse. Signaling supplies that reference mechanism. Signal devaluation is not itself the sender's information-revealing action; it is the dynamic failure of that action's evidentiary value under elastic issuance and adaptive interpretation."
   },
   {
    "child": "signal_inflation",
    "parent": "signaling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal inflation requires repeated signaling through a receiver-facing channel whose credibility can be depleted by overuse.",
    "reason": "Signal inflation requires repeated signaling through a receiver-facing channel whose credibility can be depleted by overuse. Signaling supplies the prerequisite condition: Revealing hidden information. Signal Inflation operates against that background: A sender over-fires a channel and depletes a finite, slow-regenerating receiver-side credibility budget, so the next true message lands on an audience that has rationally stopped responding. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "signifier",
    "parent": "signaling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Signaling advertises ANYTHING (quality, identity, status); a signifier narrows this to advertising 'what can or should be done, here, now, by this perceiver' at the commit point.",
    "reason": "Signaling advertises ANYTHING (quality, identity, status); a signifier narrows this to advertising 'what can or should be done, here, now, by this perceiver' at the commit point. Genus-to-species (a different axis than the affordance partnership). Signaling supplies the genus: Revealing hidden information. Signifier preserves that general structure while adding its differentia: A perceptible cue placed on or near an action possibility so the possibility is recognized in time to be used\u2014what makes an affordance perceivable, not what makes it possible. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "information_asymmetry": [
   {
    "child": "adverse_selection",
    "parent": "information_asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adverse selection is the specific shape information asymmetry takes when hidden types skew the pool of willing participants pre-contract.",
    "reason": "Adverse selection is the specific shape information asymmetry takes when the unequal private knowledge concerns a type \u2014 a quality of a good, a risk profile, a willingness to repay \u2014 and the asymmetry operates before contract, sorting who shows up to transact. It is a structurally-particularized instance of one side holding material private knowledge the other cannot verify, with the added commitments that the hidden element is a fixed type rather than a chosen action, the distortion runs through self-selection of the worst-for-the-uninformed-party types into the transaction, and the equilibrium can degrade to market collapse."
   },
   {
    "child": "agency_problem",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The agency problem typically presupposes information asymmetry because misaligned interests bite when the principal cannot fully observe the agent's actions.",
    "reason": "The agency problem typically presupposes information asymmetry because the costly divergence between principal and agent arises chiefly when the agent's actions, effort, or private knowledge are imperfectly observable, so the principal cannot verify compliance or condition payment on inputs. Without that observational gap, contracts could be written directly on the agent's action and agency loss would largely vanish. Symmetric-information principal-agent settings can still display misaligned objectives but typically reduce to standard contracting problems; the characteristic agency problem of moral hazard and adverse selection requires asymmetric private knowledge as its operating condition."
   },
   {
    "child": "moral_hazard",
    "parent": "information_asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Moral hazard is the specific shape information asymmetry takes when the hidden information is an agent's action after a contract is in place.",
    "reason": "Moral hazard is the specific shape information asymmetry takes when the unequal private knowledge concerns an agent's post-contract action \u2014 level of care, effort, risk-taking \u2014 that the other party cannot observe or can observe only at prohibitive cost. It is a structurally-particularized instance of one side knowing something material that the other cannot verify, with the added commitments that the hidden element is an action rather than a type, the asymmetry arises after agreement rather than before, and the agent's insulation from full consequences distorts the action away from what full-information contracting would produce."
   },
   {
    "child": "screening",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Screening presupposes information asymmetry because the menu-design strategy it names is a response to unequal private knowledge held by the other side.",
    "reason": "Screening presupposes information asymmetry because its entire structure is a response to an unobservable type held by the agent: the uninformed party designs a menu of contracts such that agents of different types self-select, revealing the hidden information through choice rather than through verification. Without the prior distributional fact that one side knows something material the other cannot observe, there would be no need for self-selection mechanics. Screening inherits information asymmetry's structure of unequal private knowledge and supplies one of the canonical mechanisms \u2014 menu-based separation \u2014 by which the uninformed side recovers what it cannot directly see."
   },
   {
    "child": "signaling",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signaling presupposes information asymmetry because the costly observable action it names is the informed party's response to the other side's inability to verify.",
    "reason": "Signaling presupposes information asymmetry because the costly observable action it names \u2014 education, warranties, dividends, costly displays \u2014 only makes sense as a device for transmitting information the receiver cannot directly verify. Without the prior distributional fact that one side knows something material the other does not, there would be nothing to signal. Signaling inherits information asymmetry's structure and supplies the canonical mechanism by which the informed side closes the gap: choosing an action whose cost is differentially borne by types, so that only the high-quality type finds the signal worthwhile and a separating equilibrium emerges."
   },
   {
    "child": "vouched_anonymity",
    "parent": "information_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The architecture exists because identity and source-vantage knowledge are unequally distributed between contributor, intermediary, and final recipient.",
    "reason": "The architecture exists because identity and source-vantage knowledge are unequally distributed between contributor, intermediary, and final recipient. Vouched Anonymity is a response architecture, not the unequal-knowledge condition itself. If every recipient could inspect and verify the contributor directly, the vouching substitution and its corroboration premium would have no work to do. Information asymmetry occurs without intermediation; this architecture is specifically built on and partly manages that prior condition."
   }
  ],
  "selection": [
   {
    "child": "adverse_selection",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Adverse Selection is selection specialized to hidden pre-contractual types whose unequal willingness to accept uniform terms degrades the participant pool.",
    "reason": "Adverse Selection contains Selection's eligible population, operative basis, differential passage, and shifted survivor composition. Potential transactors have different hidden types; uniform terms make participation more attractive to some types than others, so the pool that enters or remains is compositionally different from the eligible population. Adverse Selection adds private type information, an uninformed counterparty, pre-contract timing, an adverse direction from that counterparty's perspective, and possible iterative unraveling. Information Asymmetry remains an independent strict coordinate because generic selection need not involve unequal knowledge."
   },
   {
    "child": "gatekeeping",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gatekeeping is selection specialized to a choke point where an arbiter controls passage and the downstream audience cannot directly observe the rejected stream.",
    "reason": "Gatekeeping inherits Selection's input population, passage basis, differential continuation, admitted output, and excluded complement. It adds a single choke-point topology, an identifiable or accountable arbiter with discretion, asymmetric power over senders, and a downstream audience that sees the admitted stream but not the rejected one. Economic Screening is not the genus: its canonical identity is menu-induced self-revelation by privately informed agents, a mechanism a gate need not use."
   },
   {
    "child": "greshams_law",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gresham's Law is selection specialized to an enforced nominal parity that gives lower-quality goods greater passage through a channel and higher-quality goods greater retention outside it.",
    "reason": "Gresham's Law contains Selection's eligible population, operative pressure, differential continuation, and shifted output composition. Heterogeneous goods enter a parity-constrained channel; the parity makes holders pass the lower-quality units while retaining, diverting, or converting the higher-quality units, so the circulating population changes. Gresham adds an imposed nominal parity, holder choice, a directional withdrawal-and-concentration result, and re-emergence of the better grade in a channel where quality can be priced. Adverse Selection is a sibling under Selection, not the genus: its differential participation is caused by hidden type rather than an imposed rule."
   },
   {
    "child": "natural_selection",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Natural selection is selection specialized to heritable variants whose unequal reproduction or persistence shifts population composition across repeated rounds.",
    "reason": "Natural selection contains Selection's candidate population, operative pressure, differential continuation, and resulting composition shift. It adds heritable variation, differential reproduction or persistence, transmission of retained traits, and iteration across generations or rounds. Those differentiae distinguish it from one-shot filtering, institutional admission, and pruning of components within one already built system."
   },
   {
    "child": "pruning",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pruning is selection specialized to a previously over-generated component set whose under-used members are removed after use reveals which subset should persist.",
    "reason": "Selection supplies an eligible population, a use- or fitness-dependent basis, differential retention, and a changed survivor composition. Pruning inherits that structure and adds a specific temporal and mereological differentia: the candidates are surplus components of an already built system, the surplus was generated because the useful subset was not knowable in advance, and the non-selected components are removed to leave a leaner configuration."
   },
   {
    "child": "structural_filtering",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Structural filtering is selection specialized to several parallel institutional pressures whose intersection shapes surviving output without requiring a focal discretionary gatekeeper.",
    "reason": "Structural Filtering inherits Selection's input stream, passage conditions, differential survival, and compositionally changed output. It adds several parallel institutional filters whose intersection predicts the surviving content even when individual producers are sincere and interchangeable. That makes it a sibling of Gatekeeping under Selection: Gatekeeping requires a focal discretionary arbiter at a choke point, while Structural Filtering explains selection precisely where no such arbiter is load-bearing."
   },
   {
    "child": "theoretical_sampling",
    "parent": "selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Theoretical sampling is selection specialized to choosing the next case by expected contribution to an evolving explanatory model rather than by population representativeness.",
    "reason": "It inherits Selection's candidate population, operative criterion, unequal inclusion, and retained subset. Its differentia is an adaptive criterion: the next case is selected for the uncertainty it can resolve or the category it can refine in the emerging model, analysis changes the next selection, and saturation supplies the stopping condition. Representative coverage is neither required nor normally intended."
   }
  ],
  "delegation_of_authority": [
   {
    "child": "agency_problem",
    "parent": "delegation_of_authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The agency problem presupposes delegation of authority because the principal-agent distortion only arises once decision-making is transferred to an agent.",
    "reason": "The agency problem presupposes delegation of authority because its entire structure requires a prior assignment of decision-making power from a principal to an agent who acts on the principal's behalf. Without that transfer of operational authority, there is no agent whose hidden interests and unobservable effort can diverge from the principal's. Delegation supplies the architecture \u2014 principal, agent, scope of decisions, accountability mechanism \u2014 that the agency problem then diagnoses as imperfect: divergence of interests plus information asymmetry yields welfare loss that contracts and monitoring can mitigate but rarely eliminate."
   },
   {
    "child": "authority_delegation_under_uncertainty",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prime explicitly self-describes as distinguished from \"standard delegation\" by the uncertainty condition \u2014 a genuine subtype of delegation of authority.",
    "reason": "Prime explicitly self-describes as distinguished from \"standard delegation\" by the uncertainty condition \u2014 a genuine subtype of delegation of authority. Delegation of Authority supplies the genus: Assign responsibility. Authority Delegation Under Uncertainty preserves that general structure while adding its differentia: Preposition decision authority at operational levels for contingencies. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "callback",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A callback is 'a narrow, mechanical special case of authority transfer: one action, one condition, no judgment' \u2014 registration transfers authority to the holder to act in the registrant's name.",
    "reason": "A callback is 'a narrow, mechanical special case of authority transfer: one action, one condition, no judgment' \u2014 registration transfers authority to the holder to act in the registrant's name. A specialization of delegation_of_authority (which grants broad ongoing discretion). Delegation of Authority supplies the genus: Assign responsibility. Callback preserves that general structure while adding its differentia: A named action handed off in advance, to be invoked later by someone else when a specified condition arises, releasing the registrant from synchronous waiting. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "local_autonomy_tiered_escalation",
    "parent": "delegation_of_authority",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Local autonomy with tiered escalation presupposes delegation of authority because resolving issues at the lowest competent level requires authority distributed downward with reserved escalation paths.",
    "reason": "Local autonomy with tiered escalation presupposes delegation of authority because the principle of resolving issues at the lowest competent tier requires that decision-making power be formally assigned downward, with specified limits and reserved escalation pathways back upward. Without delegation's apparatus -- principal-agent assignment, defined scope, accountability mechanisms -- there is no lower competent level to hold the decision and no procedure for escalating when scope exceeds local capacity. Subsidiarity is delegation patterned by competence-band rather than by hierarchy alone. Delegation of Authority supplies the prerequisite condition: Assign responsibility. Local Autonomy & Tiered Escalation operates against that background: Escalate when needed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "rules_of_engagement",
    "parent": "delegation_of_authority",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "ROE is a specialized delegation: the principal delegates the pre-decided boundary conditions within which the operator decides freely.",
    "reason": "Rules of engagement specialize delegation by pre-committing the permitted decision space, authorizing autonomous action inside it, and auditing boundary-respect rather than prescribing each decision. Delegation of Authority supplies the genus: Assign responsibility. Rules Of Engagement preserves that general structure while adding its differentia: Pre-committed conditional permissions that let an operator act autonomously inside a bounded space. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "agency": [
   {
    "child": "agency_problem",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Agency_problem (principal-agent) PRESUPPOSES two agents, each satisfying agency's goal/world-model/action-selection triad.",
    "reason": "agency_problem (principal-agent) PRESUPPOSES two agents, each satisfying agency's goal/world-model/action-selection triad. It is a relational configuration built ON agency, not a kind-of agency \u2014 so the edge flavor is presupposes, not is-a."
   },
   {
    "child": "anthropomorphism",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Anthropomorphism presupposes a concept of agency because it projects an agentive interpretation onto a target whose agency has not been established.",
    "reason": "Without an observer-side category of goal-directed agency, surface cues could prompt resemblance or pattern recognition but could not support the distinctive inference that the target intends, understands, wants, or acts for reasons."
   },
   {
    "child": "co_presence",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Co-presence presupposes agents capable of detecting one another and selecting responses to that mutually available state.",
    "reason": "Mere simultaneous existence is not co-presence. At least two bounded systems must be able to register the other's availability and condition possible response on that registration. Agency supplies the responsive entities whose mutual availability constitutes the relation."
   },
   {
    "child": "self_efficacy",
    "parent": "agency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self_efficacy is an agent's second-order belief about its OWN capacity to act \u2014 presupposes the first-order agency triad.",
    "reason": "Self_efficacy is an agent's second-order belief about its OWN capacity to act \u2014 presupposes the first-order agency triad. Agency supplies the prerequisite condition: A system pursues representable goals through actions whose selection is sensitive to its beliefs about its situation, via a goal-representation, world-model, and action-selection coupling. Self-Efficacy operates against that background: Belief in capability. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "aggregation": [
   {
    "child": "aggregate_marginal_divergence",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The divergence is a diagnostic about READING an aggregate: it presupposes aggregation (the collapsing operation) and adds a heterogeneous mix, a stock/flow masking duration, and the opposite-direction-trends invariant.",
    "reason": "The divergence is a diagnostic about READING an aggregate: it presupposes aggregation (the collapsing operation) and adds a heterogeneous mix, a stock/flow masking duration, and the opposite-direction-trends invariant. 'presupposes aggregation but adds...'. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Aggregate-Marginal Divergence operates against that background: The aggregate trends one way while the next unit's contribution trends the other. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "bioaccumulation",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation is a specialization of aggregation in which the items collapsed into a summary are repeated intakes of a substance and the retained feature is total body burden.",
    "reason": "Bioaccumulation is a specialization of aggregation in which the items being collapsed into a unified summary are successive intakes of a substance and the retained quantity is the net body burden over time. It inherits the general aggregation commitment that many granular inputs are reduced into a single composite measure that captures chosen features while suppressing item-level detail. Its specialization is that the aggregating function is biological retention: intakes minus elimination accumulate into a single concentration variable whose value carries the toxicologically relevant information."
   },
   {
    "child": "central_limit_theorem",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The CLT is a specific claim about the limiting SHAPE a SUM-aggregation converges to under finite variance \u2014 the Gaussian attractor.",
    "reason": "The CLT is a specific claim about the limiting SHAPE a SUM-aggregation converges to under finite variance \u2014 the Gaussian attractor. Presupposes aggregation (the bare combining operation); other rules (max, product) flow to other attractors."
   },
   {
    "child": "compression",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a kind of aggregation: it collapses redundant detail into a unified shorter representation while retaining chosen structure.",
    "reason": "Compression encodes information in a shorter representation by exploiting redundancy, deliberately losing or restructuring detail to retain the features that matter for reconstruction or downstream use. That is the move of Aggregation: collapsing many items into a unified form that keeps chosen features while suppressing granular detail. Compression specializes aggregation by tying the suppressed detail to redundancy or perceptual unimportance and by holding a reconstruction or fidelity criterion as the design constraint."
   },
   {
    "child": "delphi_method",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Delphi Method is the specific shape aggregation takes when distributed expert judgment is collapsed into a consensus through structured, anonymized iterative rounds.",
    "reason": "The Delphi Method is the particularization of aggregation to the setting of distributed expert opinion: many individual judgments are collapsed into a unified summary that retains the consensus signal while suppressing personal-influence and dominance distortions. Where aggregation names the deliberate loss of granular detail to retain chosen features generally, Delphi specifies that the feature retained is the convergent expert estimate while the detail suppressed is identity-linked bias, anchoring, and groupthink artifacts that contaminate unstructured pooling."
   },
   {
    "child": "distributional_effects",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distributional_effects is the critical recognition of what the aggregation operation conceals \u2014 the vector behind the scalar; it presupposes aggregation as the collapsing step.",
    "reason": "Distributional_effects is the critical recognition of what the aggregation operation conceals \u2014 the vector behind the scalar; it presupposes aggregation as the collapsing step. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Distributional Effects operates against that background: An aggregate outcome conceals systematically heterogeneous, unit-level changes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "double_counting",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'double counting is aggregation, just aggregation that has gone wrong at a specific place' \u2014 it presupposes the aggregation operation and is the failure where overlapping buckets are summed without subtracting |A n B|.",
    "reason": "'double counting is aggregation, just aggregation that has gone wrong at a specific place' \u2014 it presupposes the aggregation operation and is the failure where overlapping buckets are summed without subtracting |A n B|. Presupposes-parent, not is a specialization of. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Double Counting operates against that background: Including the same underlying unit more than once in an aggregate because overlapping buckets are summed without subtracting their intersection. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "ensemble",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Ensemble contains an Aggregation rule that maps its member realizations to ensemble-level means, spreads, quantiles, votes, densities, or other distributional outputs.",
    "reason": "The live Ensemble identity explicitly requires an aggregation rule that combines member outputs into ensemble-level quantities while retaining selected distributional features and suppressing some trajectory detail. Aggregation is therefore a strict constituent. The ensemble as a whole is broader than that operation: it also includes the member population, the generation mechanism, uncertainty coverage, and a representativeness warrant, so subsumption would conflate the analyzed collection with one operation performed on it."
   },
   {
    "child": "expected_value",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expected value is aggregation specialized to collapsing a probability distribution by a probability-weighted linear average.",
    "reason": "Expected value inherits Aggregation's many-to-one collapse and adds a probability measure, a numerical random quantity, and the linear weighting rule that produces the distribution's first moment. Sums, maxima, votes, and medians are aggregations without this differentia."
   },
   {
    "child": "gradual_deterioration",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gradual Deterioration is a kind of aggregation: integrated stress accumulates many small damage increments into a single decaying functional capacity.",
    "reason": "Gradual deterioration is the accumulation of many small, individually-tolerable damage events \u2014 fatigue cycles, corrosion increments, information losses \u2014 into a single trajectory of declining functional capacity. The downstream measurement collapses the granular history into a summary state (remaining strength, residual fidelity, remaining life). That is the move of Aggregation: many items collapsed into a unified form that retains chosen features and suppresses granular detail. Gradual deterioration specializes aggregation to summed micro-damage and its macroscopic functional reading."
   },
   {
    "child": "latent_service_bundle",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The bundle's invisibility is a per-category accounting frame failing to aggregate across heterogeneous categories \u2014 it presupposes the aggregation operation (and critiques its absence across categories).",
    "reason": "The bundle's invisibility is a per-category accounting frame failing to aggregate across heterogeneous categories \u2014 it presupposes the aggregation operation (and critiques its absence across categories). Loosely held; the prime is more a valuation-discipline than an aggregation specialization."
   },
   {
    "child": "law_of_large_numbers",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The law contains aggregation because its empirical mean or relative frequency is constructed by combining observations into a normalized summary.",
    "reason": "The law contains aggregation because its empirical mean or relative frequency is constructed by combining observations into a normalized summary. Remove the sum, count, or empirical-measure aggregation across observations and there is no sample average or frequency whose limit can be asserted. parent_in_child"
   },
   {
    "child": "layered_accumulation",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered accumulation is a specific kind of aggregation, retaining sequential deposition history rather than collapsing entries into a flat summary.",
    "reason": "Layered accumulation is a specialization of aggregation. The general pattern collapses many items into a unified form that retains chosen features while suppressing detail, with the function encoding a claim about what matters. Layered accumulation instantiates this with the retained feature being deposition sequence and conditions: discrete units stack in time-ordered strata, and the current state is the vertical integral of every preserved past state. The aggregation function preserves time-order and per-layer conditions rather than averaging them away. It is aggregation that retains the historical depth dimension as a readable record."
   },
   {
    "child": "linear_combination",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Linear Combination is aggregation specialized to scaling each input by a weight and adding the results with no interaction terms.",
    "reason": "Linear Combination inherits Aggregation's many-to-one construction from several inputs. It adds a coefficient for each input, scalar multiplication, addition, a stated weight domain, and the no-interaction invariant. Aggregation also includes maxima, medians, nonlinear roll-ups, and other rules, but every admitted linear combination is an additive weighted aggregation."
   },
   {
    "child": "majority_dominated_aggregate_objective",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This prime is 'a specific, diagnosable pathology of aggregation' \u2014 an additive/expected-value objective whose mass concentrates on a skewed majority so the optimum is minority-blind by construction.",
    "reason": "This prime is 'a specific, diagnosable pathology of aggregation' \u2014 an additive/expected-value objective whose mass concentrates on a skewed majority so the optimum is minority-blind by construction. It presupposes the aggregation operation (the average revealed as a weighting) and names its failure mode. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Majority-Dominated Aggregate Objective operates against that background: An aggregate objective whose mass lies with the majority systematically underweights an operationally important minority. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "measure",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Measure is aggregation specialized to collapsing every admissible subset to a non-negative size under countable additivity over disjoint parts.",
    "reason": "Every Measure maps a potentially many-element subset to one retained feature, its size, while suppressing the subset's remaining granular structure. It therefore satisfies Aggregation's many-to-one collapse. Measure adds a base space, an admissible family of subsets, non-negativity, empty-set zero, and countable additivity over disjoint parts. Medians, maxima, votes, and nonlinear roll-ups show why Aggregation is broader, not why any Measure falls outside it."
   },
   {
    "child": "modifiable_areal_unit_problem",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "MAUP is the specific finding that the CHOICE OF PARTITION used to aggregate is a non-neutral input determining the conclusions; it presupposes the aggregation operation.",
    "reason": "MAUP is the specific finding that the CHOICE OF PARTITION used to aggregate is a non-neutral input determining the conclusions; it presupposes the aggregation operation. 'aggregating is the operation; MAUP is the specific finding that the choice of partition... is non-neutral'. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Modifiable Areal Unit Problem operates against that background: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "multiplexing",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Multiplexing presupposes aggregation because it collapses many logical streams onto one physical substrate while retaining the per-stream identities for later separation.",
    "reason": "Multiplexing presupposes aggregation because the many-into-one move -- packing multiple logical channels onto a single physical resource -- is aggregation applied to a transport substrate, with the division scheme (time, frequency, code, space) acting as the function that decides what is retained and what is interleaved. The reverse demultiplex operation depends on the aggregation's structure being chosen so that per-stream identity is recoverable. Without aggregation's discipline of deciding-what-to-fold-together, the streams would interfere rather than share the substrate non-destructively. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Multiplexing operates against that background: Sharing one channel among many signals by dividing time, frequency, or code. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "outlier_leverage",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Outlier leverage is a property of an aggregation rule's non-resistance (low breakdown point) to extremes applied to a tailed distribution \u2014 it presupposes an aggregation (mean, slope, ratio, ranking) whose result a few points dominate.",
    "reason": "Outlier leverage is a property of an aggregation rule's non-resistance (low breakdown point) to extremes applied to a tailed distribution \u2014 it presupposes an aggregation (mean, slope, ratio, ranking) whose result a few points dominate. Built on the collapse-to-a-summary operation."
   },
   {
    "child": "partition_dependence_of_aggregates",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This prime is the structural consequence of the aggregation operation \u2014 that the operation's output depends on how the partition is drawn.",
    "reason": "This prime is the structural consequence of the aggregation operation \u2014 that the operation's output depends on how the partition is drawn. Presupposes aggregation as the collapsing step (the verb; this is a fact about the verb's output). Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Partition Dependence of Aggregates operates against that background: Any statistic computed on partition-aggregated data is a function of the partition itself, not solely of the underlying data. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "population_coding",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A population code recovers a quantity by a decoder that POOLS many noisy tuned elements; it presupposes an aggregation/pooling operation over the population.",
    "reason": "A population code recovers a quantity by a decoder that POOLS many noisy tuned elements; it presupposes an aggregation/pooling operation over the population. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Population Coding operates against that background: Information about a quantity is carried by the joint pattern across many individually noisy elements and read out by a decoder, yielding precision and robustness no single element provides. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "precision_weighting",
    "parent": "aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Precision weighting is aggregation specialized to signals about one target whose influence scales with estimated inverse variance or an equivalent reliability measure.",
    "reason": "Precision weighting maps several signals about a shared latent quantity into one estimate or update, thereby inheriting Aggregation's many-to-one collapse. It specializes the aggregation rule by requiring a per-source reliability estimate and influence proportional to precision. Fixed inverse-variance pooling and context-modulated gains are both instances; arbitrary sums, medians, or equal-weight pools are aggregation without this differentia."
   },
   {
    "child": "risk_pooling",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk pooling is the specific shape aggregation takes when independently uncertain exposures are combined so that the variance of the pooled outcome shrinks.",
    "reason": "Risk pooling is the variance-shrinking particularization of aggregation: many uncertain exposures are collapsed into a single pooled outcome whose statistical properties are governed by the law of large numbers. Where aggregation names the deliberate loss of granular detail to retain chosen features generally, risk pooling specifies that the features being retained are mean exposures while the suppressed detail is idiosyncratic individual variance \u2014 a particular choice of what to aggregate over and what summary statistic is operative."
   },
   {
    "child": "simpsons_paradox",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "It is the confounded failure MODE of the aggregation operation \u2014 pooling across a confounder is a modelling choice that can flip a direction; presupposes aggregation as the collapsing step.",
    "reason": "It is the confounded failure MODE of the aggregation operation \u2014 pooling across a confounder is a modelling choice that can flip a direction; presupposes aggregation as the collapsing step. Aggregation supplies the prerequisite condition: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. Simpson's Paradox operates against that background: A relationship can run one direction inside every subgroup and the opposite direction in the aggregate, because a confounder's distribution differs across subgroups and is silently mixed away on pooling. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "social_choice",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social choice is preference aggregation: a rule mapping a profile of individual orderings to one collective outcome.",
    "reason": "Social choice is preference aggregation: a rule mapping a profile of individual orderings to one collective outcome. It presupposes aggregation as the collapsing operation, specialized to preference-bearing inputs + a property set the impossibility results constrain."
   },
   {
    "child": "triangulation",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Triangulation presupposes aggregation because cross-verifying multiple independent sources is the act of combining many evidence streams into a single summary judgment.",
    "reason": "Triangulation cross-verifies claims by drawing on multiple independent sources, methods, or perspectives, with confidence increased at the intersection of converging streams. This presupposes aggregation: collapsing many items into a unified form that retains chosen features while suppressing detail, with the aggregation function encoding a claim about what matters. Combining independent evidence into a single judgment is precisely such an aggregation; the convergence test (do the streams agree?) is a function over the multiple inputs. Without aggregation's structured combination of many into one, triangulation has no operation by which multiple streams yield a verdict."
   },
   {
    "child": "wisdom_of_the_crowds",
    "parent": "aggregation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wisdom of the crowds is the specific shape aggregation takes when many independent noisy signals are combined into a more accurate collective estimate.",
    "reason": "Wisdom of the crowds is the structurally-particularized form aggregation takes in the information-pooling case: many items (private signals) are collapsed into a unified form (the median or mean estimate) that retains the central tendency while suppressing individual error. It inherits aggregation's commitment to deliberate information loss with retained chosen features, particularized to the case where independence and diversity of inputs cancel individual error in expectation. Galton's ox-weight median is the canonical instance."
   },
   {
    "child": "yield_loss",
    "parent": "aggregation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Yield loss is conservation-closed deficit ACCOUNTING \u2014 it presupposes a balance/aggregation that forces named loss channels to sum to the deficit (mass/energy/cohort balance).",
    "reason": "Yield loss is conservation-closed deficit ACCOUNTING \u2014 it presupposes a balance/aggregation that forces named loss channels to sum to the deficit (mass/energy/cohort balance). Built on the partition-and-sum operation."
   }
  ],
  "micro_macro_linkage": [
   {
    "child": "aggregation",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The aggregation rule taking micro states to macro regularities.",
    "reason": "The aggregation rule taking micro states to macro regularities. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Aggregation adds the local frame and commitments expressed in its identity: Deliberately collapsing many items into a single summary, choosing which information to discard to gain tractability. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "downward_causation",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The downward context edge (macro reshapes micro situations) \u2014 'the other half'.",
    "reason": "The downward context edge (macro reshapes micro situations) \u2014 'the other half'. After the philosophy frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Downward Causation adds the local frame and commitments expressed in its identity: Higher-level influence. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "emergence",
    "parent": "micro_macro_linkage",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The upward aggregation edge (micro produces macro regularities) \u2014 'emergence is half the pattern'.",
    "reason": "The upward aggregation edge (micro produces macro regularities) \u2014 'emergence is half the pattern'. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Micro Macro Linkage: A two-way bridge by which micro units produce macro regularities and macro conditions reshape the micro situation. Emergence adds the local frame and commitments expressed in its identity: Complex patterns from simple rules. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "attention": [
   {
    "child": "alertness",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Alertness is the standing-capacity position in a recognition pipeline (salience -> alertness -> attention); it conditions the noticing that attention then deploys.",
    "reason": "Alertness is the standing-capacity position in a recognition pipeline (salience -> alertness -> attention); it conditions the noticing that attention then deploys. It presupposes the attention apparatus while being the PREPARED state distinct from the DEPLOYED act. Attention supplies the prerequisite condition: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Alertness operates against that background: A standing capacity to notice, distinct from the act of attending. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "attentional_capacity",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attentional capacity presupposes attention because it is the resource-pool measure of attention's selective bandwidth.",
    "reason": "Attentional capacity names the finite pool of selective-attention bandwidth a bounded agent can deploy at one moment. It presupposes the prior pattern of attention itself: the selective allocation of a limited cognitive resource that gates which inputs are processed deeply. Without attention as a gating mechanism enforcing scarcity, there is no resource-pool to measure and no characteristic failure modes (interference, slowing, capture) to predict. Attentional capacity quantifies the bound that attention's framing already commits to as absolute."
   },
   {
    "child": "curiosity",
    "parent": "attention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Curiosity is a specific kind of attention, biasing selective allocation toward information that closes a salient knowledge gap.",
    "reason": "Curiosity is a specialization of attention. The general pattern is the selective allocation of a limited cognitive resource to a subset of available information, gating what gets processed deeply. Curiosity instantiates this with the allocation criterion being a perceived information gap: the reasoner orients selective attention toward stimuli that promise to close the gap between current and possible knowledge, with the gap-resolution itself intrinsically rewarding. Berlyne and Loewenstein's information-gap framing makes curiosity the attentional bias whose targeting rule is gap salience, particularly within the Goldilocks zone of optimal challenge."
   },
   {
    "child": "emphasis",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Emphasis presupposes attention because foregrounding selected information against a background only matters as a mechanism for directing scarce attentional resources.",
    "reason": "Emphasis presupposes attention because the mechanism of foregrounding selected information against a contrast background is operationally aimed at directing scarce attentional allocation toward the foregrounded element. Without attention's gating function \u2014 the selective allocation of limited processing to a subset of available information \u2014 emphasis vehicles like stress, typography, position, and syntactic marking would have no asymmetric effect to produce, since all input would be processed equally. Attention supplies the scarcity that makes selective allocation meaningful; emphasis supplies the technique that biases the allocation toward chosen content."
   },
   {
    "child": "goal_shielding",
    "parent": "attention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'attention is the broad allocation of a scarce processing resource; goal shielding is its specifically goal-protective application \u2014 the active denial of that resource to competing goals while one is held.' attention is the genus.",
    "reason": "'attention is the broad allocation of a scarce processing resource; goal shielding is its specifically goal-protective application \u2014 the active denial of that resource to competing goals while one is held.' attention is the genus. Attention supplies the genus: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Goal Shielding preserves that general structure while adding its differentia: While pursuing an active goal, suppressing access to competing goals that would compromise it, releasing the suppression only once the active goal ends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "joint_attention",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Joint attention is not 'more attention' but a second-order multi-agent relation BUILT ON attention ('built on top of it') \u2014 two+ attenders plus mutual registration.",
    "reason": "Joint attention is not 'more attention' but a second-order multi-agent relation BUILT ON attention ('built on top of it') \u2014 two+ attenders plus mutual registration. It presupposes attention; it does not subsume it. Attention supplies the prerequisite condition: The selective allocation of a fixed processing capacity to some inputs while the rest are filtered out, surfacing scarcity upstream of every decision. Joint Attention operates against that background: Two or more agents share an attentional target and each knows the other attends to it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "movement_visual_movement",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Visual movement presupposes attention because directional cues only function by selectively guiding the viewer's limited gaze resource through the composition.",
    "reason": "Visual movement presupposes attention because compositional flow operates by selectively gating the viewer's perceptual resource: implied lines, diagonals, and rhythmic repetitions only carry meaning when they capture and route the limited gaze the viewer can deploy. Without attention's filter mechanism that selects a subset of available information for deep processing, the directional cues would have no purchase. The eye's traced path through a work is precisely an attentional allocation, sequenced by the artist."
   },
   {
    "child": "oversight_capacity",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Oversight capacity presupposes attention because the finite span of supervision is grounded in bounded cognitive attentional resources.",
    "reason": "Oversight capacity is the structural invariant that any single overseeing entity can handle only a finite number of direct sub-units before coordination and decision quality decay. The binding source of that finitude is bounded attention \u2014 the inherently scarce cognitive resource that must be allocated across reports, signals, and decisions. Attention names the gating mechanism by which a limited resource is selectively assigned across competing inputs; oversight capacity is the management-side consequence of attention's scarcity, presupposing the attentional constraint as the upstream cause of any span-of-control limit."
   },
   {
    "child": "priming",
    "parent": "attention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Priming presupposes attention because the prime's facilitating effect runs through which representations attention transiently activates and gates downstream.",
    "reason": "Priming presupposes attention because the spreading-activation mechanism that makes a prior stimulus facilitate processing of related ones operates on the selective allocation of cognitive resource. The prime transiently raises activation of related representations, biasing what attention selects and processes deeply downstream. Without attention's gating function -- limited resource directed at some items at the expense of others -- there is no foreground for the prime's activation residue to bias. Priming exploits and depends on the same selection bottleneck attention names."
   }
  ],
  "iteration": [
   {
    "child": "algorithm",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An algorithm presupposes iteration because executing a finite sequence of prescribed steps that update state until termination is the iterative pattern.",
    "reason": "An algorithm is a finite, definite, effective procedure that transforms inputs to outputs through an ordered sequence of mechanically-executable steps with a termination condition. This presupposes iteration: the repeated application of a step with state carried between rounds, a stopping condition, and a notion of progress. Each algorithmic step consumes the prior state and produces the next, exactly the use-of-prior-output structure iteration requires. The termination guarantee and the progress measure that distinguishes a halting algorithm from a non-halting loop are the same structural commitments iteration specifies."
   },
   {
    "child": "delphi_method",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Delphi Method is Iteration specialized to anonymous expert elicitation, with each round's feedback becoming input to the next.",
    "reason": "The Delphi Method repeatedly elicits expert judgments, summarizes responses and rationales, returns controlled anonymous feedback, and uses that output as input to the next round until a stopping criterion is met. Removing the expert-panel, anonymity, judgment-elicitation, and foresight frame leaves Iteration's portable structure: repeated steps, carried state, output-to-input updating, progress assessment, and a termination rule."
   },
   {
    "child": "design_prototyping",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Design prototyping typically presupposes iteration because the prototype's purpose is to feed learning into successive rounds of design refinement.",
    "reason": "Design prototyping creates partial, testable versions of a design to learn about feasibility, form, and function before full commitment. The prototype's value is realized through iteration: each round produces evidence that feeds the next design cycle, with state carried between rounds and progress measured across them. Iteration supplies the repeated-application-with-state-carryover structure that prototyping rides on. Some single-shot prototypes serve as one-time confidence checks without iterative cycles, so the dependence is typical, though the canonical use case is iterative refinement."
   },
   {
    "child": "divergence_convergence_in_the_design_process",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Divergence-convergence in the design process presupposes iteration because its expand-then-narrow phases recur cyclically with each cycle building on the previous one.",
    "reason": "Divergence-convergence is structured as a recurring cycle: a divergence phase generates breadth, a convergence phase narrows to a chosen candidate, and the process then re-opens to another divergence phase at finer grain. Without iteration's machinery \u2014 repeated application of a process with state carried between rounds and a notion of progress measured across them \u2014 there would be no way to organize the design process as cumulative cycles; the expand-and-narrow moves would collapse into a single non-recurring sequence rather than a productive macro-structure."
   },
   {
    "child": "exponentiation",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exponentiation is a specific kind of iteration where repeated multiplication makes each round's increment proportional to the current state.",
    "reason": "Exponentiation is a specialization of iteration. The general pattern is the repeated application of a step with state carried between rounds and progress measured across rounds. Exponentiation instantiates this with the per-iteration step being multiplication by a fixed factor, so the increment at each step is proportional to the current state rather than to a fixed quantity. This produces the constant-ratio successive values that distinguish exponential growth or decay from linear or polynomial accumulation. Compound interest, radioactive decay, and viral early-outbreak dynamics are the same iterative pattern under different per-step multipliers."
   },
   {
    "child": "hermeneutic_circle",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle is the specific shape iteration takes when interpretation alternates between part and whole, with each pass revising both.",
    "reason": "The hermeneutic circle is the interpretive particularization of iteration: each pass reads parts in light of a provisional whole and re-reads the whole in light of refined parts, with the fore-structure carried as state between passes and convergence measured by interpretive coherence. Where iteration names repeated application of a step with cumulative use of prior outputs generally, the hermeneutic circle fixes the step as interpretation, the state as the evolving fore-understanding, and the progress notion as tightening coherence between part-readings and whole-readings."
   },
   {
    "child": "idempotence",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Idempotence is a specialization of iteration whose progress-rule collapses every repeat application to the same state as the first.",
    "reason": "Idempotence is a kind of iteration in which the iteration step f satisfies f(f(x)) = f(x), so the state carried between rounds stops changing after the first application and every stopping condition is trivially met. It inherits iteration's commitment to repeated application of a process, but specializes the notion of progress: there is no further convergence to chase once the operation has fired once. This is what makes idempotent operations safe to retry, replay, or duplicate under uncertain delivery \u2014 repetition adds nothing beyond round one."
   },
   {
    "child": "inquiry_change_learning_loop",
    "parent": "iteration",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains iteration because revised practical and epistemic state is carried into a subsequent pass.",
    "reason": "The loop contains iteration because revised practical and epistemic state is carried into a subsequent pass. Remove recurrence with state carried forward and there is no cross-cycle accumulation, only a one-off action study. parent_in_child"
   },
   {
    "child": "minimum_viable_product_mvp",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimum Viable Product presupposes Iteration: an MVP is meaningful only as the first round of a learn-and-refine cycle.",
    "reason": "An MVP is the smallest version of a product that can be released to real users to gather feedback, and its defining commitment is that speed-to-feedback drives subsequent refinement. That stance collapses without Iteration as the surrounding structure: the MVP's output must become input to the next build, with state carried between rounds and progress measured across them. Stripped of the iterative loop it sits in, the MVP is just an underbuilt product rather than a learning instrument."
   },
   {
    "child": "monte_carlo_simulation",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation presupposes iteration because convergence to the empirical distribution requires repeatedly drawing and aggregating samples until error shrinks sufficiently.",
    "reason": "Monte Carlo simulation presupposes iteration because the law-of-large-numbers convergence at rate 1/\u221aN is achieved only through repeated sampling, with each draw updating the empirical distribution that approximates the target. It depends on iteration's structural commitments: a single step (draw and evaluate), state carried between rounds (the accumulating sample), a stopping condition (target variance reached), and a progress notion (variance shrinkage). Without the iterative apparatus, Monte Carlo collapses to a single sample with no statistical guarantee."
   },
   {
    "child": "operational_period",
    "parent": "iteration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Operational Period is a specialization of Iteration, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Iteration supplies the genus: Repeats steps to refine outcomes. Operational Period preserves that general structure while adding its differentia: A bounded interval in which a plan is committed, executed, and reassessed at its boundary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "pipeline",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A pipeline presupposes iteration because work items advance through repeated stage transitions, each consuming the previous stage's output.",
    "reason": "A pipeline is a sequence of stages through which work items flow, with each stage accepting outputs from the prior stage and producing inputs for the next. This presupposes iteration: the repeated application of a step with state carried between rounds and progress measured across rounds. Each stage transition is an iteration step where the work item's state advances; the pipeline's throughput depends on the per-stage iteration consuming the previous stage's output. Without iteration's structure of repeated application with state passed forward, staging collapses into a single monolithic operation rather than an ordered flow."
   },
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from core model presupposes iteration because successive correction terms are added round by round until accuracy targets are met.",
    "reason": "Progressive refinement from a core model writes the full phenomenon as baseline plus correction, with refinements added systematically in increasing orders of a small parameter until the required accuracy is reached. This presupposes iteration: the repeated application of a step with state carried between rounds, a progress measure, and a stopping condition. Each correction order is an iteration step that consumes the prior approximation and produces the next; the self-diagnostic check that higher-order terms remain small is the progress measure that licenses continued iteration or signals that the baseline must be reconsidered."
   },
   {
    "child": "refinement",
    "parent": "iteration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Refinement is the specific shape iteration takes when each cycle progressively sharpens the precision, quality, or fitness of a candidate.",
    "reason": "Refinement is the convergence-toward-fitness particularization of iteration: each cycle takes a current candidate, evaluates it, and produces a sharpened successor that becomes the input to the next cycle. Where iteration names repeated application of a step with cumulative use of prior outputs generally, refinement fixes the progress notion as monotone improvement toward precision or fitness, the state carried as the current candidate, and the operation per cycle as evaluation-and-adjustment \u2014 a particular shape iteration takes when an initial approximation is being progressively sharpened."
   },
   {
    "child": "termination_condition",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A halting predicate on an iterative/recursive process; it presupposes the iteration it halts (the two live at the same level but are designed separately).",
    "reason": "A halting predicate on an iterative/recursive process; it presupposes the iteration it halts (the two live at the same level but are designed separately). Iteration supplies the prerequisite condition: Repeats steps to refine outcomes. Termination Condition operates against that background: An explicit, checkable predicate that decides whether an iterative or recursive process stops or continues. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "iteration",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-Foundedness presupposes Iteration: it is the structural guarantee that iterative or recursive descent must terminate.",
    "reason": "Well-foundedness is the structural property that justifies induction, recursion, and termination by ruling out infinite descending chains. Its content \u2014 that any iterative descent through smaller elements must bottom out \u2014 is meaningful only against Iteration, the repeated application of a step where each round feeds the next. Well-foundedness presupposes iteration as the surrounding structure whose termination it certifies; without an iterative process to bound, the no-infinite-descent property has nothing to apply to."
   }
  ],
  "function_mapping": [
   {
    "child": "algorithm",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An algorithm presupposes function because the procedure it specifies is precisely a mechanical way of realizing a deterministic input-to-output mapping.",
    "reason": "An algorithm presupposes function because the well-defined procedure it specifies makes sense only as the computational realization of a function from admissible inputs to results: same input, same output, without reference to the evaluator's state. Function supplies the single-valued dependency that the algorithm operationalizes by giving a finite, definite, effective sequence of steps that always produces the corresponding output. Without the prior availability of function as a deterministic mapping, there is no extensional behavior for the algorithmic procedure to compute, and its termination value would have no normative target."
   },
   {
    "child": "bijectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bijectivity is a Function Mapping specialized by the conjunction of no collisions and no gaps, which yields a unique inverse.",
    "reason": "A bijection retains the declared domain, codomain, and single-valued rule of Function Mapping, then requires both injectivity and surjectivity. Most functions fail one or both requirements, so Bijectivity is the strict reversible specialization rather than a synonym for mapping."
   },
   {
    "child": "convolution",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convolution is 'the UNIQUE linear, translation-invariant' function mapping \u2014 one fixed kernel applied identically everywhere.",
    "reason": "Convolution is 'the UNIQUE linear, translation-invariant' function mapping \u2014 one fixed kernel applied identically everywhere. A sharply constrained specialization of function_mapping (an arbitrary input-output rule). Function (Mapping) supplies the genus: Relates inputs to outputs. Convolution preserves that general structure while adding its differentia: Each output is a sliding, weighted local mixture of an input produced by one fixed kernel. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "dose_response_relationship",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dose-response relationship is a specialization of function (mapping) that assigns response magnitudes deterministically to dose levels.",
    "reason": "Dose-response relationship is a specialization of function. Specifically, it instantiates the rule-assigning-each-input-exactly-one-output structure with dose as domain element and response magnitude as codomain element, capturing the Paracelsus insight that toxicity is a quantity-function rather than a substance-property. It commits to determinism in the function-theoretic sense -- same dose, same expected response in the specified system -- and is parameterized by characteristic shape features (potency, efficacy, slope, threshold, ceiling) that distinguish it from a mere correlation or noisy relation."
   },
   {
    "child": "equivariance",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equivariance presupposes Function (Mapping): the equivariance property is asserted of a deterministic map between sets carrying group actions.",
    "reason": "Equivariance is the relation f(g.x) equals g.f(x), which only makes sense when f is a deterministic rule that assigns each domain element exactly one image \u2014 the defining commitment of a Function. Without single-valued dependency between input and output, the equation has no settled meaning and the commutative-square claim cannot be tested. Equivariance therefore presupposes Function as the underlying mathematical object on which the group-action commutation property is imposed."
   },
   {
    "child": "game_theory_strategy",
    "parent": "function_mapping",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A game-theoretic strategy is the specific shape function takes when the mapping is from observed game history to a chosen action at each information set.",
    "reason": "A game-theoretic strategy is the specific shape function takes when the input is the player's observed history up to an information set and the output is the action prescribed at that point. It is a structurally-particularized instance of a deterministic single-valued rule from domain to codomain, with the added commitments that the domain is the set of information sets reachable in a fully described game, the codomain is the player's action set at each, and the rule must be specified at every contingency \u2014 including off-equilibrium paths \u2014 because rational analysis requires behavior closed under counterfactual play."
   },
   {
    "child": "hashing",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hashing is a deterministic many-to-one function from an unbounded input space to a short fixed-size token (a bounded codomain), used as the object's handle.",
    "reason": "Hashing is a deterministic many-to-one function from an unbounded input space to a short fixed-size token (a bounded codomain), used as the object's handle. A specialized function_mapping (deterministic, many-to-one-by-design, with a chosen sensitivity property)."
   },
   {
    "child": "higher_order_function",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not function_mapping \u2014 a function-mapping is the FIRST-ORDER layer (data to data); a higher-order function operates on the NEXT layer up, taking or returning functions themselves...",
    "reason": "'Not function_mapping \u2014 a function-mapping is the FIRST-ORDER layer (data to data); a higher-order function operates on the NEXT layer up, taking or returning functions themselves... a STRATIFIED EXTENSION of function_mapping.' A specialization where inputs/outputs are themselves mappings. Function (Mapping) supplies the genus: Relates inputs to outputs. Higher Order Function preserves that general structure while adding its differentia: Treating a rule itself as a first-class object that other rules consume or produce. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "indirection",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Indirection contains the reference-to-provider mapping that its resolution mechanism evaluates while decoupling consumer from provider.",
    "reason": "The live Indirection signature explicitly includes a single-valued mapping from each admitted reference to its provider. Remove that map and an intermediate name or handle cannot resolve, so there is only an extra object, not a usable layer of indirection. The whole adds reference lifecycle, decoupling, resolution timing, substitution, costs, and failure modes."
   },
   {
    "child": "injectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Injectivity is a Function Mapping specialized by the no-collision requirement that distinct inputs receive distinct outputs.",
    "reason": "Both have a declared domain, codomain, and single-valued assignment from inputs to outputs. Injectivity adds the strict differentia that no two distinct inputs share an output, yielding recoverability by a left inverse on the image. General Function Mappings may collide or leave distinctions unrecoverable, so the relation is strict subsumption."
   },
   {
    "child": "metric",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Metric is a Function Mapping from ordered pairs of objects to non-negative real distances, with metric axioms added.",
    "reason": "A Metric is definitionally a single-valued function from pairs in a set to non-negative real numbers. It inherits Function Mapping's domain, codomain, and determinate input-output rule, then adds identity of indiscernibles, symmetry, and the triangle inequality. Functions with other domains, codomains, or constraints show only that Function Mapping is broader."
   },
   {
    "child": "preimage",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'The preimage RIDES ON a forward mapping but runs its arrow backward...",
    "reason": "'The preimage RIDES ON a forward mapping but runs its arrow backward... a preimage is only as trustworthy as the forward map is complete.' It is an operation defined ON a function_mapping (reverse the arrow), so it presupposes one. Function (Mapping) supplies the prerequisite condition: Relates inputs to outputs. Preimage operates against that background: The set of all inputs that map to a given output under some mapping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "similarity_measure",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A similarity measure is a function mapping specialized to pairs of represented objects and a comparable degree of likeness.",
    "reason": "It inherits Function Mapping's stable input-to-output rule and adds paired inputs, a declared representation and relevance frame, and an output ordered as greater or lesser likeness. Functions mapping pairs to costs, causal effects, or arbitrary labels lack that differentia."
   },
   {
    "child": "surjectivity",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Surjectivity is a Function Mapping specialized by the no-gap requirement that every element of the declared codomain is reached by at least one input.",
    "reason": "Both have a declared domain, codomain, and single-valued assignment. Surjectivity adds the strict differentia that the mapping's image equals its codomain, so every target has a preimage and none is orphaned. General Function Mappings may leave part of the codomain unhit, making this a strict taxonomic specialization."
   },
   {
    "child": "teleology",
    "parent": "function_mapping",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Teleology presupposes function because end-directed explanation operates by assigning each phenomenon to the function it serves.",
    "reason": "Teleology presupposes function because its explanatory work consists in mapping phenomena to the purposes they realize \u2014 \"the heart pumps blood in order to circulate oxygen\" is a function assignment. It inherits function-mapping's commitment to single-valued dependency from input (the phenomenon) to output (its end), particularized to the purpose-attribution case. Without a well-defined notion of what a part is for \u2014 its function \u2014 teleological explanation has no relata to connect."
   },
   {
    "child": "transformation",
    "parent": "function_mapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A transformation is a rule-governed single-valued mapping with added invariant-preservation semantics; every transformation is a function.",
    "reason": "A transformation is a rule-governed single-valued mapping with added invariant-preservation semantics; every transformation is a function. Function (Mapping) supplies the genus: Relates inputs to outputs. Transformation preserves that general structure while adding its differentia: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "discretization_induced_artifact": [
   {
    "child": "aliasing",
    "parent": "discretization_induced_artifact",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Aliasing is a specialization of Discretization-Induced Artifact, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Discretization-Induced Artifact supplies the genus: Converting a continuous quantity into discrete buckets produces apparent structure that is a property of the bucket boundaries rather than of the underlying phenomenon. Aliasing preserves that general structure while adding its differentia: Sampling a signal below the rate its information content demands folds distinct high-frequency states onto identical low-frequency ones, fabricating false structure that masquerades as real signal. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "scale": [
   {
    "child": "aliasing",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Aliasing presupposes Scale, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Scale supplies the prerequisite condition: Properties change with size. Aliasing operates against that background: Sampling a signal below the rate its information content demands folds distinct high-frequency states onto identical low-frequency ones, fabricating false structure that masquerades as real signal. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "diseconomies_of_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diseconomies of scale is the specific shape scale takes when growth past some size makes per-unit performance worse rather than better.",
    "reason": "Scale names the general fact that system properties and governing laws vary as size or aggregation level changes, so that the system at one scale may be qualitatively different from the system at another. Diseconomies of scale is the particular shape this pattern takes in cost-output relations: beyond some band, coordination overhead and internal friction rise faster than added output, turning the size-efficiency curve unfavorable. It is a structurally-particularized instance of the band-specific-ontology pattern where the band-crossing is felt as an upturn in average cost."
   },
   {
    "child": "economies_of_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scale is the specific shape scale takes when growth lowers per-unit cost through fixed-cost spreading, specialization, and learning.",
    "reason": "Scale names the general fact that system properties and governing laws vary as size or aggregation level changes, so the system at one scale may be qualitatively different from at another. Economies of scale is the particular shape this pattern takes when expansion lowers average cost per unit through fixed-cost spreading, deeper specialization, larger-equipment viability, bulk purchasing, and accumulated learning. It is a structurally-particularized instance of band-specific behavior in which the favorable band makes growth self-reinforcing and can reshape industry competitive structure."
   },
   {
    "child": "effect_size",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Effect size presupposes scale because it quantifies the magnitude of an observed relationship in substantive units of measurement.",
    "reason": "Effect size presupposes scale because reporting magnitude in interpretable units requires a chosen scale -- raw difference, standardized mean difference, odds ratio, variance explained -- against which the effect is sized. Without scale's commitment to specifying size, resolution, or unit of aggregation, there is no axis along which to express how large the deviation from zero is and no comparison across studies on a common dimension. Effect size is the scale at which a relationship is described, separated from the significance question of whether it differs from zero. Scale supplies the prerequisite condition: Properties change with size. Effect Size operates against that background: Magnitude of effect. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "environmental_coupling_strength",
    "parent": "scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental Coupling Strength is a kind of scale: it quantifies the band of interaction rate at which system and environment must be co-described.",
    "reason": "Environmental coupling strength quantifies the rate at which energy, information, or material flows across a system boundary, with strong coupling forcing joint description of system plus environment and weak coupling licensing isolated description. That is a Scale claim \u2014 the level of aggregation or resolution at which the system can be coherently described depends on the coupling magnitude, with qualitative changes in the appropriate ontology across the band. The prime specializes scale to the dimension of system-environment interaction rate."
   },
   {
    "child": "fractal_geometry",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fractal geometry is the specific shape scale takes when structure repeats across scales and dimension itself becomes non-integer.",
    "reason": "Fractal geometry is the structurally-particularized instance of scale in which structure does not change qualitatively across scales but instead repeats, exactly or statistically, so that a single scale-invariant description applies across the range. It carries forward scale's general commitment that properties and behaviors vary as size or resolution changes, and gives this idea its specific shape: the change across scales is itself a self-similarity transformation, and the appropriate quantitative measure is a non-integer Hausdorff or box-counting dimension capturing roughness and space-filling capacity."
   },
   {
    "child": "half_life",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Half-Life presupposes Scale: it sets the characteristic time at which the process is naturally described and at which decay regimes change.",
    "reason": "Half-life provides the characteristic temporal scale of a first-order decay process \u2014 the natural unit at which the system's dynamics are most ergonomically described and across which population reductions of one-half, one-quarter, one-eighth are read off cleanly. That is exactly the role Scale plays: the specification of the size or resolution at which the system is naturally described, with behavior best understood at that band. Half-life presupposes scale as the dimension whose value it picks out for decay processes."
   },
   {
    "child": "microhistory_vs_macrohistory",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Microhistory vs. macrohistory is the specific shape scale takes when historical inquiry varies its resolution between bounded subjects and sweeping processes.",
    "reason": "Microhistory vs. macrohistory is the specific shape scale takes in historical inquiry, where the band of analysis ranges from a single village, trial, or household over a short span (microhistory) to civilizational processes across long durations and wide geographies (macrohistory). It is a structurally-particularized instance of the recognition that properties and patterns vary with scale, with the added commitment that contingency, agency, and texture are visible at the micro band while structural regularities and long-run trends are visible at the macro band, and that neither scale dominates \u2014 they make different features available."
   },
   {
    "child": "microstructure",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Microstructure requires distinguishable constituent, intermediate, and bulk scales so the mediating arrangement is neither part inventory nor gross form.",
    "reason": "The prime is not a kind of magnitude. Scale supplies the relative observation regimes needed to locate its subject; Microstructure adds arrangement, processing history, macro-property mediation, and composition-held-fixed counterfactuals."
   },
   {
    "child": "proportion_scale",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proportion and scale is the specific shape scale takes when relative sizes among elements within a work are the operative concern.",
    "reason": "Proportion and scale is the specific shape scale takes when the band of interest is the relative sizing among elements within a single composition or work, rather than the level of aggregation at which a system is described. It is a structurally-particularized instance of treating scale as a first-class object, with the added commitment that the relevant quantity is ratio \u2014 golden ratio, perceptual relative size, dimensional relationship to the viewer \u2014 and that the aesthetic and functional payoff is governed by how parts relate to each other and to the whole rather than by absolute dimensions."
   },
   {
    "child": "resolution_matching",
    "parent": "scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resolution Matching is scale specialized to the fit between a resolver's discrimination scale and the smallest distinction a task must preserve.",
    "reason": "Scale supplies the level of granularity at which a system observes, records, or acts. Resolution Matching specializes it by introducing a second, task-required scale and classifying the relation as under-resolution, sufficient fit, or costly over-resolution."
   },
   {
    "child": "scalability",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scalability presupposes scale because the property of accommodating growth is defined relative to the chosen scale dimension and band-specific ontology.",
    "reason": "Scalability presupposes scale because the property of accommodating increased load -- request rate, data volume, geographic reach -- is meaningful only relative to a specified scale dimension and the recognition that the system's governing dynamics may differ at different bands. Without scale's commitment to size, resolution, and aggregation-level as first-class specifications, there is no axis along which to scale and no diagnosis of where the bottleneck shifts. Scalability is the engineered property that preserves favorable performance behavior across the relevant scale dimension."
   },
   {
    "child": "scaling_and_scale_dependence",
    "parent": "scale",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scaling and scale dependence is the specific shape scale takes when system properties change qualitatively, not just in magnitude, with size.",
    "reason": "Scaling and scale dependence is the structurally-particularized form scale takes when the band-specific ontology and its governing laws differ across levels \u2014 what works at one scale fails at another because different forces, frictions, and feedback loops become binding. It inherits scale's commitment that the system at one scale is a qualitatively different object than at another, particularized to the diagnostic and design case where scale-appropriate intervention is required and one-size-fits-all designs become actively pathological."
   },
   {
    "child": "sublime",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The sublime presupposes scale because its aesthetic response is triggered by an encounter with magnitudes that transgress ordinary perceptual limits.",
    "reason": "The sublime presupposes scale because its defining trigger is an encounter with magnitudes, immense scale, overwhelming power, or unbounded complexity, that exceed ordinary perceptual and cognitive limits. Scale supplies the general apparatus by which size, resolution, and level of aggregation become first-class objects of reasoning, including the recognition that the system at one scale may be qualitatively different from the system at another. The sublime is the aesthetic response that registers when the encountered magnitude crosses into a regime where ordinary scaling intuitions fail."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "scale",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena presupposes scale because the long-distance behavior is governed by a renormalization-group fixed point spanning scales.",
    "reason": "Universality in critical phenomena presupposes scale because its content concerns how the system reorganizes under coarse-graining: critical exponents describe how correlations behave as one varies the resolution at which the system is described. It inherits scale's commitment that properties and governing laws vary with the level of aggregation, particularized to the case where near a critical point the renormalization-group flow carries microscopic detail toward a scale-invariant fixed point that defines the universality class."
   }
  ],
  "social_construction_of_reality": [
   {
    "child": "alienation",
    "parent": "social_construction_of_reality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alienation presupposes the social construction of reality because the estranged element appears as external precisely through the objectivation phase of joint constitution.",
    "reason": "Alienation presupposes the social construction of reality because its defining inversion, that what is substantially the agent's own confronts them as external power, runs through the objectivation move at the heart of social construction: human activity produces patterns that come to be experienced as independent objective things, including by their producers. Without the prior availability of construction's externalization-objectivation-internalization cycle, there is no mechanism by which a constitutive relation could be inverted into an apparent estrangement. Alienation is the pathological reading of the same constitutive process."
   }
  ],
  "asymmetry": [
   {
    "child": "alienation",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alienation presupposes asymmetry because the estrangement it names is a directed inversion between an agent and what is constitutively their own.",
    "reason": "Alienation describes a condition in which agents become estranged from their own activity, products, or species-being such that the estranged element confronts them as external, opposed, or independent. The relation is constitutively non-interchangeable: the agent is the substrate that produced the element, while the element appears as an alien power dominating the agent. This directed inversion fails the swap-test \u2014 switching agent and product changes the situation fundamentally. Alienation is asymmetry with a particular content: a subject-substrate gap where the constitutive relation reads backwards from its proper direction."
   },
   {
    "child": "asymmetric_attack_defense_cost",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'the specific adversarial case where the inequality is a per-unit COST RATIO on a non-discriminating channel' \u2014 a specialization of bare asymmetry with a saturation threshold and a five-move intervention catalogue.",
    "reason": "'the specific adversarial case where the inequality is a per-unit COST RATIO on a non-discriminating channel' \u2014 a specialization of bare asymmetry with a saturation threshold and a five-move intervention catalogue. Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Attack Defense Cost preserves that general structure while adding its differentia: On a shared channel, the cost ratio between producing harm and producing correction determines whether defense is sustainable by effort or requires structural redesign. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "asymmetric_flux",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Genus-to-species \u2014 asymmetric flux is asymmetry embedded in a TRANSPORT structure, adding the accumulation-under-symmetric-forcing invariant (net transport survives equalised forcing because the boundary, not the force, governs direction).",
    "reason": "Genus-to-species \u2014 asymmetric flux is asymmetry embedded in a TRANSPORT structure, adding the accumulation-under-symmetric-forcing invariant (net transport survives equalised forcing because the boundary, not the force, governs direction). Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Flux preserves that general structure while adding its differentia: A direction- or channel-selective boundary drives accumulation even under symmetric forcing. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "asymmetric_interface_tolerance",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Names a tunable design parameter that produces asymmetric outcomes across four combinations; it uses/produces asymmetry rather than being a kind of the general relational-imbalance prime.",
    "reason": "Names a tunable design parameter that produces asymmetric outcomes across four combinations; it uses/produces asymmetry rather than being a kind of the general relational-imbalance prime. Asymmetry supplies the prerequisite condition: Directed imbalance in a relation whose two sides are not interchangeable under swap. Asymmetric Interface Tolerance operates against that background: At any interface, each side's strictness in enforcing the spec is an independent design parameter, and the four combinations produce qualitatively different long-term equilibria. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "bargaining_power",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bargaining power is an asymmetry specialized to unequal credible exit, delay, and replacement options that shifts attainable terms between actors.",
    "reason": "Bargaining power is an asymmetry specialized to unequal credible exit, delay, and replacement options that shifts attainable terms between actors. Both require a role exchange that does not preserve the operative relation: swapping the actors changes their available alternatives, dependence, and ability to determine the result. Bargaining power fixes the asymmetric quantity to the cost and credibility of nonagreement options and requires that disparity to affect negotiated, posted, or settled terms."
   },
   {
    "child": "bioaccumulation",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation presupposes Asymmetry: it requires intake to exceed elimination, a directed imbalance between two coupled rates.",
    "reason": "Bioaccumulation is the buildup of a substance in an organism because uptake from the environment exceeds the rates of metabolic clearance and excretion. The phenomenon depends on a directed imbalance between two coupled fluxes \u2014 intake and outflow are not interchangeable, and swapping their magnitudes reverses the outcome. That is the structure of Asymmetry: a relation whose two sides are not exchangeable, with one privileged or larger than the other. Bioaccumulation presupposes asymmetry as the kinetic condition that makes net accumulation possible."
   },
   {
    "child": "information_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Information asymmetry is a kind of asymmetry in which two parties hold unequal private knowledge relevant to their interaction.",
    "reason": "Information asymmetry is a specialization of asymmetry: the relation between two parties' knowledge states fails the swap-test \u2014 exchanging the better-informed and less-informed party changes the terms, prices, and risks of the interaction. It inherits asymmetry's directed-imbalance structure and particularizes it to the epistemic-distribution case where the relevant imbalance is who knows what, not who has what. Akerlof's lemons market is the canonical instance of asymmetry in the knowledge dimension."
   },
   {
    "child": "information_locality",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information Locality becomes discriminating only when candidate owners differ in access to information material to the criterion they might own.",
    "reason": "If all candidate levels possessed the same relevant information, moving responsibility among them would create no information-locality consequence; unequal, non-interchangeable informational positions generate the placement constraint."
   },
   {
    "child": "loss_aversion",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is the specific shape asymmetry takes in value perception, where losses weigh more heavily than equivalent gains.",
    "reason": "Asymmetry names the structural property of a relation whose two sides are not interchangeable \u2014 swap the positions and something changes. Loss aversion is the specific shape this pattern takes around a reference point in the value function: subjective weight on a loss of size x exceeds the weight on a gain of the same size by a factor of roughly 1.5 to 2.5, producing a kinked value function. It is a structurally-particularized instance of directed imbalance whose specific diagnostic is the failed swap-test between gain frame and loss frame at the reference point."
   },
   {
    "child": "markedness",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Markedness is the specific shape asymmetry takes when a linguistic opposition designates one member as unmarked default and the other as marked.",
    "reason": "Markedness is the structurally-particularized form asymmetry takes in linguistic oppositions: the two sides of a binary contrast (singular/plural, voiced/voiceless, present/past) fail the swap-test \u2014 one is privileged as default (shorter, more frequent, broader distribution) while the other carries specifying morphology. It inherits asymmetry's directed-imbalance structure and particularizes it to the formal opposition where the privileged side is the morphologically simpler default and the marked side is the specified specialization."
   },
   {
    "child": "opportunity_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Opportunity asymmetry is a kind of asymmetry in which agents' feasible action sets differ systematically by position and endowment.",
    "reason": "Opportunity asymmetry is a specialization of asymmetry: the relation between an agent and the set of actions available to them fails the swap-test \u2014 exchanging two agents' positions changes what each can do, not merely what each receives. It inherits asymmetry's directed-imbalance structure and particularizes it to the action-set case where the relevant asymmetry is in feasibility rather than outcome, distinguishing it from outcome inequality and locating the structural barrier at the access stage."
   },
   {
    "child": "positional_advantage",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Positional Advantage is an Asymmetry specialized to a value-graded position space where exchanging occupants changes the advantage conferred by location.",
    "reason": "Both patterns require non-interchangeable positions under a specified swap. Positional Advantage fixes the relata to locations and occupants, the currency of imbalance to leverage, reach, defensibility, or reaction time conferred by location, and the diagnostic to holding occupant resources constant while exchanging positions."
   },
   {
    "child": "structural_violence",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Structural violence is a kind of asymmetry in which social arrangements systematically privilege some populations over others in harm distribution.",
    "reason": "Structural violence is a specialization of asymmetry: the relation between populations and the institutional arrangements that condition their life chances fails the swap-test \u2014 exchanging populations changes who suffers premature mortality, restricted potential, and unmet need. It inherits asymmetry's structural commitment to directed imbalance in which one side is privileged or more endowed than another, particularized to the institutional-harm case where the asymmetry is structural rather than acute and the gap is between potential and actual."
   },
   {
    "child": "supersession",
    "parent": "asymmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing succession vocabulary leaves a directed relation whose two sides cannot be swapped: forward displacement is licensed and reversal is not.",
    "reason": "Time asymmetry is one of three identity commitments of Supersession. A successor can displace a predecessor without the predecessor displacing the successor; swapping the relata changes the truth and the permitted action. Role continuity and explicit displacement are the additional supersession-specific structure."
   },
   {
    "child": "symmetric_response_to_asymmetric_state",
    "parent": "asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Input-to-consequence \u2014 the prime PRESUPPOSES an asymmetric state but adds a symmetric procedure, an axis misalignment, and a level-non-transitivity invariant.",
    "reason": "Input-to-consequence \u2014 the prime PRESUPPOSES an asymmetric state but adds a symmetric procedure, an axis misalignment, and a level-non-transitivity invariant. asymmetry is the input condition, not the pattern. Presupposes asymmetry. Asymmetry supplies the prerequisite condition: Directed imbalance in a relation whose two sides are not interchangeable under swap. Symmetric Response to Asymmetric State operates against that background: Equal treatment of an unequal state distorts toward the weaker side. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "symmetry",
    "parent": "asymmetry",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symmetry and asymmetry are interdefinable structural complements \u2014 each is precisely what the other is not under a stated transformation.",
    "reason": "Symmetry and asymmetry are interdefinable complements: symmetry is invariance under a named transformation group (the swap-test passes), while asymmetry is the failure of invariance under the same swap (the swap-test fails). Neither is prior; each is the structural negation of the other relative to a specified operation, and the diagnostic for one is the diagnostic for the other inverted. The framing depends on naming the transformation; once named, the two faces \u2014 preserved vs. not preserved \u2014 exhaust the possibilities. Symmetry is defined as follows: Invariance under transformation. Asymmetry is defined as follows: Directed imbalance in a relation whose two sides are not interchangeable under swap. Each identity supplies a contrast or condition needed to state the other. Making either endpoint foundationally prior would discard that co-definition, so the relation is mutual and remains outside the acyclic directed topology."
   },
   {
    "child": "verifier_prover_asymmetry",
    "parent": "asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parent-to-child \u2014 verifier_prover_asymmetry is the specific loaded instance of asymmetry, the cost imbalance between finding and checking the SAME object, carrying the split-finding-from-checking design license the bare primitive lacks.",
    "reason": "Parent-to-child \u2014 verifier_prover_asymmetry is the specific loaded instance of asymmetry, the cost imbalance between finding and checking the SAME object, carrying the split-finding-from-checking design license the bare primitive lacks. Asymmetry supplies the genus: Directed imbalance in a relation whose two sides are not interchangeable under swap. Verifier-Prover Asymmetry preserves that general structure while adding its differentia: Verifying a candidate solution is qualitatively cheaper than finding one, and the cost-ratio supports a characteristic class of designs that split finding from checking. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "scarcity": [
   {
    "child": "allocation",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Allocation presupposes scarcity because the assignment of finite supply across competing claimants only becomes a problem when demand exceeds supply.",
    "reason": "Allocation presupposes scarcity because the assignment of a limited supply across competing claimants only becomes a problem when demand exceeds supply such that giving to one denies to another. Without scarcity's structural condition that available quantity is insufficient to satisfy all simultaneous demands, no allocation choice is required \u2014 abundance permits all claims to be met without competition or trade-off. Scarcity supplies the structural-precondition that makes allocation a problem worth solving; allocation supplies the bare-assignment operation that resolves the resulting competition into a definite distribution."
   },
   {
    "child": "beachhead_market",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A beachhead presupposes resources too scarce to dominate the full target at once, making concentration on a narrow winnable foothold necessary.",
    "reason": "The strategy begins from resources insufficient for the large target and gains leverage by concentrating them where they can cross a local dominance threshold. If the whole territory can be taken and consolidated at once, the narrow entry, staged consolidation, and converting-adjacency logic are no longer a beachhead response."
   },
   {
    "child": "bricolage",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bricolage presupposes a fixed, heterogeneous inventory whose insufficiency rules out acquiring purpose-built inputs.",
    "reason": "Recombining what is already at hand is the defining response to constrained availability; if arbitrary new materials can be obtained, the fixed-inventory structure that distinguishes bricolage disappears."
   },
   {
    "child": "cognitive_resource_depletion",
    "parent": "scarcity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive Resource Depletion is a kind of scarcity: cognitive capacity becomes insufficient to satisfy simultaneous deliberative demands.",
    "reason": "Cognitive resource depletion is the time-dependent degradation of mental capacity under sustained use: as resources are consumed, available capacity falls below the demands of effortful self-regulation and deliberation. That is exactly the Scarcity condition \u2014 available quantity insufficient to satisfy simultaneous demands, forcing allocation choices. Cognitive resource depletion specializes scarcity by making the scarce resource a temporally dynamic capacity that depletes with use and replenishes with rest."
   },
   {
    "child": "crowding_out",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Crowding out requires a FINITE shared substrate (bounded capacity) two activities depend on \u2014 it presupposes scarcity of that substrate, but is 'sharper than mere competition for scarce resources': the new activity's success must run THROUGH the shared substrate (a nameable channel).",
    "reason": "Crowding out requires a FINITE shared substrate (bounded capacity) two activities depend on \u2014 it presupposes scarcity of that substrate, but is 'sharper than mere competition for scarce resources': the new activity's success must run THROUGH the shared substrate (a nameable channel). Presupposes scarcity; explicitly not a child of competition. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Crowding Out operates against that background: Introducing or expanding one activity inside a finite shared substrate displaces an existing activity that depended on that same substrate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "interference_and_contention",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interference and contention presupposes scarcity because competing demands for a single limited resource is the contention dynamic scarcity induces.",
    "reason": "Interference and contention presupposes scarcity because the degradation pattern -- mutual interference, queueing, dropped throughput -- arises only when simultaneous demands exceed a shared resource's capacity, which is exactly scarcity's defining condition. Without finite supply relative to demand, parallel processes do not contend; they simply proceed. Contention is scarcity manifesting at the operational interface where each consumer's presence reduces capacity for the others, making the allocation problem visible as latency rather than as price. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Interference and Contention operates against that background: Competing demands for shared bottleneck degrade throughput. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "monopoly",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Monopoly typically presupposes Scarcity, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Monopoly operates against that background: A single locus controls access to something for which there are no close substitutes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "multiplexing",
    "parent": "scarcity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiplexing is a kind of scarcity management: many logical streams share one physical channel because channel capacity is the binding constraint.",
    "reason": "Multiplexing partitions a single physical channel along time, frequency, code, or space so that multiple logical streams share it without interference. The pattern only earns its keep when channel capacity is scarce relative to demand: where bandwidth is abundant, no division scheme is needed. Multiplexing is therefore a specialization of scarcity \u2014 specifically a structural allocation response to scarce shared substrate \u2014 that uses non-overlapping interleaving rather than competition or pricing to share the resource."
   },
   {
    "child": "opportunity_cost",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Opportunity cost presupposes scarcity because the cost of the best forgone alternative only arises when resources are insufficient to do both.",
    "reason": "Opportunity cost is the value of the best alternative forgone when a choice is made, and it is meaningful only under constraint: if a resource were unlimited or the alternatives were not mutually exclusive, no alternative would actually be forgone. Scarcity supplies exactly this precondition \u2014 a finite supply insufficient to satisfy all simultaneous demands, so that allocating to one use necessarily denies another. Opportunity cost is the accounting consequence of that exclusivity, presupposing scarcity as the structural condition that makes forgone alternatives a real cost."
   },
   {
    "child": "parkinsons_law",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The law is the dynamics of ABSENT scarcity: an elastic activity fills its container's slack because no scarcity signal calls a stop short of the wall; its standard cure is to MANUFACTURE scarcity (tighter container).",
    "reason": "The law is the dynamics of ABSENT scarcity: an elastic activity fills its container's slack because no scarcity signal calls a stop short of the wall; its standard cure is to MANUFACTURE scarcity (tighter container). It presupposes the scarcity/slack frame as its governing variable. Scarcity supplies the prerequisite condition: A finite resource is insufficient to satisfy all competing wants. Parkinson's Law operates against that background: An elastic activity expands to fill its allocated resource container up to the binding constraint when no counter-pressure calls a stop short of the wall. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "sacrifice_periphery_to_defend_core",
    "parent": "scarcity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sacrificing the periphery presupposes a binding resource shortage that prevents defending core and periphery together.",
    "reason": "The strategy becomes necessary only when the available defensive resource cannot cover every contested position; absent scarcity, deliberately yielding the periphery supplies no structural advantage."
   }
  ],
  "scaling_and_scale_dependence": [
   {
    "child": "allometry_and_scaling_law",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Allometry and scaling law is a specialization of scaling and scale dependence that captures cross-size variation via power-law exponents.",
    "reason": "Allometry and scaling law is a specialization of scaling and scale dependence. Specifically, it instantiates the qualitative-change-with-scale pattern in the quantitative subclass where the relationship between size and another property follows Y proportional to X to the b, with the exponent b carrying the scaling regime's structural fingerprint. Like other scale-dependence claims, it asserts that what governs the system shifts with size; allometry is the subclass where that shift takes the specific shape of a power law whose exponent recurs across seemingly unrelated systems."
   },
   {
    "child": "asymptotic_behavior",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "It is 'the sharper structural claim' / 'a powerful special case' of scale-dependent reasoning \u2014 in the limit behaviour collapses to a small ordered lattice of growth classes.",
    "reason": "It is 'the sharper structural claim' / 'a powerful special case' of scale-dependent reasoning \u2014 in the limit behaviour collapses to a small ordered lattice of growth classes. Scaling and Scale Dependence supplies the genus: Patterns and constraints change qualitatively across different scales. Asymptotic Behavior preserves that general structure while adding its differentia: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "coarsening",
    "parent": "scaling_and_scale_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coarsening is 'one specific dynamical member' of the scale-dependence family \u2014 the boundary-cost-driven consolidation of a population toward fewer-and-larger over time, with characteristic kinetics.",
    "reason": "Coarsening is 'one specific dynamical member' of the scale-dependence family \u2014 the boundary-cost-driven consolidation of a population toward fewer-and-larger over time, with characteristic kinetics. scaling_and_scale_dependence is the genus. Scaling and Scale Dependence supplies the genus: Patterns and constraints change qualitatively across different scales. Coarsening preserves that general structure while adding its differentia: Boundary cost drives a population of units toward fewer and larger, content flowing small to large. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "complexity_time_space",
    "parent": "scaling_and_scale_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Computational complexity is the specific shape scaling takes when the system is an algorithm and the resource cost grows with input size.",
    "reason": "Computational complexity is the specific shape scaling and scale dependence takes when the system in question is an algorithm and the property changing qualitatively with size is resource usage -- time or space. The qualitative-shift signature that scale dependence names appears as the polynomial-versus-exponential boundary: an algorithm efficient at small inputs may be infeasible at large ones not from implementation error but from asymptotic growth rate. Big-O classification is the scale-dependence taxonomy of computational systems."
   },
   {
    "child": "pilot_to_scale_transition",
    "parent": "scaling_and_scale_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Pilot-to-scale is the EVALUATION-VALIDITY failure that scaling produces: scale-dependence is often the mechanism (the reactor's surface-to-volume falling as 1/L), and the pilot-mispredicts-scale claim presupposes the system's properties change with size.",
    "reason": "Pilot-to-scale is the EVALUATION-VALIDITY failure that scaling produces: scale-dependence is often the mechanism (the reactor's surface-to-volume falling as 1/L), and the pilot-mispredicts-scale claim presupposes the system's properties change with size. makes scale-dependence the mechanism behind a given instance. Scaling and Scale Dependence supplies the prerequisite condition: Patterns and constraints change qualitatively across different scales. Pilot To Scale Transition operates against that background: An effect proven in a curated niche need not survive the heterogeneous distribution of scale. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "renormalization",
    "parent": "scaling_and_scale_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is the specific shape scaling and scale dependence takes when coarse-graining defines an explicit flow of effective theories across scales.",
    "reason": "Renormalization is the structurally-particularized instance of scaling and scale dependence in which the dependence is captured by a concrete procedure: integrate out shorter-scale degrees of freedom, rescale, and read off how the effective theory's couplings change with scale. It carries forward the general scaling-and-scale-dependence commitment that dominant physics, mechanisms, and bottlenecks shift qualitatively as scale changes, and gives this idea its specific apparatus: a flow in theory space whose fixed points, attractors, and relevant or irrelevant perturbations determine which microscopic features survive at macroscopic scales."
   }
  ],
  "founder_effect": [
   {
    "child": "amplification",
    "parent": "founder_effect",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The 'conservative propagation' that re-broadcasts the founding draw is an amplification step.",
    "reason": "The 'conservative propagation' that re-broadcasts the founding draw is an amplification step. After the physics frame is stripped away, the retained structural roles are those of Founder Effect: A small unrepresentative initial subset starts a new population through a narrow gate, and its idiosyncratic composition is amplified into the descendant's durable identity. Amplification adds the local frame and commitments expressed in its identity: Increase signal or disturbance. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "comparison": [
   {
    "child": "analogy",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Analogy is a specialization of comparison in which the alignment rule is structural role-mapping rather than feature-matching.",
    "reason": "Analogy is a kind of comparison specialized by its alignment mechanism: the items compared are entire domains, and the alignment rule projects structural roles and relations from a source domain onto a target domain rather than matching surface features. It inherits comparison's commitment to placing items under a shared frame with an alignment rule producing a relational output, and supplies the specific case where commensurability is achieved through relational role-correspondence, licensing inferences in the target by transporting the source's relational structure across the mapping."
   },
   {
    "child": "baseline_deviation",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Baseline deviation is an observation placed in a shared frame against a declared reference and read off as a departure \u2014 a comparison specialized to (observation vs reference), promoting the departure to a first-class published fact.",
    "reason": "Baseline deviation is an observation placed in a shared frame against a declared reference and read off as a departure \u2014 a comparison specialized to (observation vs reference), promoting the departure to a first-class published fact. Presupposes comparison as the underlying place-in-shared-frame operation."
   },
   {
    "child": "comparative_method",
    "parent": "comparison",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The comparative method is the specific shape comparison takes when it becomes a substitute-for-experiment research design across selected cases.",
    "reason": "The comparative method is the specific shape comparison takes when it becomes a systematic research strategy in domains where controlled experimentation is impossible. Comparison's general anatomy \u2014 comparands, shared frame, alignment rule, output relation \u2014 is structurally particularized into selected societies, eras, or organizations as comparands; Mill's methods of agreement and difference as alignment rules; and inferences about what varies and why as outputs. The general operation is preserved; the specific shape is its disciplined deployment as inferential substitute for randomization through deliberate case selection."
   },
   {
    "child": "conservation_event",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A conservation event presupposes comparing a system's current condition with an earlier reference state so that the decay to be arrested and the restoration direction are determinate.",
    "reason": "Every conservation event places the system's current condition and an earlier reference state in a shared frame, selects the dimensions that matter for preservation, and reads off the departure that the bounded intervention will arrest or reverse. Without that comparison there is no determinate decay trajectory, restoration direction, or traceable basis for preserve/restore/leave decisions. Comparison is required analytical machinery, not the genus of the intervention itself."
   },
   {
    "child": "contrast",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Contrast presupposes comparison because emphasizing a difference requires the prior operation of placing items under a shared frame.",
    "reason": "Contrast presupposes comparison because foregrounding a difference between elements requires them first to be brought under a shared frame and aligned along some dimension where the difference can register. Comparison supplies the relational machinery \u2014 comparands, dimensions, alignment rule \u2014 that makes any two items commensurable enough to register as different. Contrast then specifies that the output relation is one of perceptually or cognitively emphasized difference rather than mere relation; without the prior comparative operation, there is no shared axis along which the heightened difference can be read."
   },
   {
    "child": "control_sample",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Control Sample presupposes the comparison in which it serves as the deliberately matched comparator for the case of interest.",
    "reason": "A sample becomes a control only relative to a focal case, a defined contrast, and a shared measurement procedure. Remove that comparison and the same specimen is merely a sample, not a control. Comparison supplies the required relation; Control Sample adds matching, experimental role, and background-subtraction commitments, so the object-role is not itself a kind of the comparison operation."
   },
   {
    "child": "effect_size",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Effect size presupposes comparison because magnitude is read off the relation between two or more co-considered quantities.",
    "reason": "Effect size quantifies the magnitude of a relationship or difference in substantive, interpretable units, separately from statistical significance. This presupposes comparison: placing items under a shared frame, selecting a dimension along which they are co-considered, applying an alignment rule, and reading off a relation. An effect size is precisely such a reading: it requires comparands (typically treatment and control, or two conditions), a shared scale, and an alignment rule that makes the difference commensurable. Without comparison's operation of generating relational information, the magnitude has nothing to be the magnitude of."
   },
   {
    "child": "efficiency",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Efficiency presupposes comparison because its verdict exists only relative to feasible alternatives evaluated under a shared input\u2013output frame.",
    "reason": "An arrangement is efficient only relative to actual or counterfactual alternatives aligned on the same outputs, resource dimensions, and acceptance criteria. Without Comparison's co-framing and relation read-off there is no dominance test, frontier, or removable slack\u2014only an ungrounded praise word."
   },
   {
    "child": "evaluation",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Evaluation presupposes Comparison because judging an object requires placing its relevant features and a criterion or reference in a shared frame.",
    "reason": "Comparison supplies the relation-reading operation inside every evaluation: the object's relevant feature is co-framed with a threshold, prototype, alternative, rule, purpose, or other criterion so that a relation can be read. Evaluation adds the purpose-relative criterion and an output that counts as a verdict, score, rank, grade, priority, or action-guiding judgment. A comparison can remain descriptive; an evaluation cannot omit the criterion-bearing use."
   },
   {
    "child": "experimental_design",
    "parent": "comparison",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Experimental design is the specific shape comparison takes when it becomes a controlled, intervention-based architecture for causal inference.",
    "reason": "Experimental design is the specific shape comparison takes when it becomes an active, intervention-based architecture for causal inference. Comparison's general anatomy \u2014 comparands, shared frame, alignment rule, output relation \u2014 is structurally particularized into treatment and control conditions as comparands, randomization and blocking as the alignment rules that make them commensurable, and an effect estimate as the output. The general operation of placing items under a shared frame is preserved; the specific shape is its principled deployment to isolate causal effects from confounding through assignment under explicit constraints."
   },
   {
    "child": "juxtaposition",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Juxtaposition is a specialization of comparison in which proximity placement is the alignment rule and relational reading is the output.",
    "reason": "Juxtaposition is a kind of comparison specialized by its alignment mechanism: placing elements in close spatial, temporal, or conceptual proximity so that their relational reading becomes the primary content-carrying feature. It inherits comparison's commitment to placing items under a shared frame with an alignment rule that yields a relational output, and supplies the specific case where the alignment rule is unmediated adjacency and the output is whatever meaning, contrast, or connection the audience derives from the bare pairing without explicit comparative markers."
   },
   {
    "child": "minimal_pairs",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A minimal pair is 'a comparison engineered so that exactly one feature differs', which upgrades difference-noting into causal attribution \u2014 a specialization of comparison.",
    "reason": "A minimal pair is 'a comparison engineered so that exactly one feature differs', which upgrades difference-noting into causal attribution \u2014 a specialization of comparison. Comparison supplies the genus: Place items in a shared frame along chosen dimensions to read off a relation between them. Minimal Pairs preserves that general structure while adding its differentia: Hold everything constant except one feature, observe whether the output changes, and attribute the difference to that feature. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "need_solution_alignment",
    "parent": "comparison",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Alignment is established relative to a current alternative or threshold, not from the solution's qualities in isolation.",
    "reason": "A proposed intervention fits only relative to what the beneficiary can already do, including doing nothing. Comparing supplied capability, burdens, and outcomes with that alternative is an internal constituent of the alignment test. The same solution can therefore fit one context and fail another without changing intrinsically."
   },
   {
    "child": "order",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes Comparison: a precedence relation requires the ability to place elements under a shared frame and read off a relation.",
    "reason": "Order assigns a binary relation that says which element precedes which, subject to axioms like transitivity and antisymmetry. That relation cannot be established without Comparison as the underlying operation: pairs of elements must be brought under a shared dimension, aligned, and assigned a same/different or greater/lesser verdict. Order is comparison's outcome stabilized into a structured ranking over a whole set, so without the comparison operation no ordering relation can be constructed or checked."
   },
   {
    "child": "ratio",
    "parent": "comparison",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ratio is comparison specialized to a multiplicative or per-unit relation obtained by dividing an ordered numerator by a nonzero denominator.",
    "reason": "Comparison supplies the genus of placing quantities in one declared frame. Ratio adds ordered quantitative roles, a nonzero reference denominator, division, and a quotient interpreted multiplicatively or per unit."
   },
   {
    "child": "reference_point_dependence",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reference-point dependence presupposes comparison because an outcome obtains its sign and value only through contrast with the selected baseline.",
    "reason": "Reference-point dependence presupposes comparison because an outcome obtains its sign and value only through contrast with the selected baseline. Remove the outcome-to-reference comparison and no signed departure exists, so moving the reference cannot change the outcome's classification or value. Reference-point dependence is an evaluation regime built on a comparison, not every comparison or a taxonomic species of comparing."
   },
   {
    "child": "regret",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes Comparison: it is the value gap measured between the realized outcome and a counterfactual alternative.",
    "reason": "Regret is the difference an agent registers between the outcome obtained and the better outcome a forgone alternative would have produced. Computing that gap requires placing the actual and counterfactual outcomes under a shared evaluative frame and reading off a greater-lesser relation. Without Comparison as the underlying operation, no value gap can be formed, so regret presupposes the alignment-and-difference machinery that comparison supplies, applied retrospectively to chosen versus unchosen paths."
   },
   {
    "child": "similarity_measure",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A similarity measure presupposes a comparison frame that makes the two objects commensurable under selected respects.",
    "reason": "Without comparands, a shared representation, and a relevance rule selecting which respects matter, the numerical or ordinal output has no determinate meaning as likeness. Comparison is prerequisite apparatus, not the genus: comparisons can produce contrasts, orderings, or qualitative alignments without a reusable likeness measure."
   },
   {
    "child": "stated_revealed_preference_gap",
    "parent": "comparison",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains a comparison that aligns the stated and revealed estimates over the same focal alternatives and reads off their systematic divergence.",
    "reason": "Two outputs become a gap only after they are placed in a shared frame and their ordering, magnitude, or action implications are compared. Without that alignment the records can differ in content without supporting a meaningful stated-versus-revealed discrepancy."
   },
   {
    "child": "value_commensuration",
    "parent": "comparison",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Value commensuration presupposes comparison because constructing a common metric across incommensurable frameworks is what makes them comparable at all.",
    "reason": "Value commensuration presupposes comparison because its entire purpose is to translate heterogeneous values from different frameworks into a common metric so that comparison becomes possible. Comparison supplies the general operation of placing items under a shared frame with an alignment rule; commensuration is the specific upstream construction work that builds that shared frame where none exists naturally between, say, ecological and monetary values. Without comparison as the target operation, the work of commensuration would have no purpose; commensuration exists precisely to enable comparison across frameworks that resist it."
   }
  ],
  "heuristic": [
   {
    "child": "anchoring",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Anchoring is a kind of heuristic: an initial reference point yields a fast judgment that is systematically biased toward the anchor.",
    "reason": "Anchoring substitutes proximity-to-the-anchor for full deliberation, producing rapid numerical estimates by adjustment from an initial reference rather than by exhaustive analysis. That is the defining profile of a Heuristic \u2014 a simplified rule trading speed and cognitive cost against accuracy, with characteristic systematic error in some environments. Anchoring specializes heuristic to numeric judgment under reference-point exposure, with the predictable signature that the anchor's value pulls final answers toward it even when uninformative."
   },
   {
    "child": "confirmation_bias",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confirmation Bias is a kind of heuristic: a fast rule favoring belief-consistent processing yields systematic error in evidence evaluation.",
    "reason": "Confirmation bias is the systematic tendency to favor information processing that supports prior belief \u2014 through biased search, biased interpretation, and biased recall \u2014 over symmetric testing. Functionally it is a fast rule that economizes on the costs of fully balanced evaluation at the price of characteristic directional error. That is the heuristic profile: a simplified procedure whose value depends on the trade-off between speed and accuracy. Confirmation bias specializes heuristic to belief-protecting evidence processing."
   },
   {
    "child": "greedy_algorithm",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not heuristic in general \u2014 greedy is a specific heuristic schema (local-best, irrevocable, no-backtrack) with a sharp optimality theorem (matroids) most heuristics lack.' A specialization of heuristic.",
    "reason": "'Not heuristic in general \u2014 greedy is a specific heuristic schema (local-best, irrevocable, no-backtrack) with a sharp optimality theorem (matroids) most heuristics lack.' A specialization of heuristic. Heuristic supplies the genus: Mental shortcuts. Greedy Algorithm preserves that general structure while adding its differentia: Committing irrevocably to the locally best choice at each step, with no lookahead. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "processing_fluency",
    "parent": "heuristic",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Processing fluency presupposes the heuristic pattern because ease-of-processing is itself a fast cue substituted for slower analytical judgment.",
    "reason": "Processing fluency presupposes the heuristic pattern because it functions as a metacognitive shortcut: subjective ease is misattributed to stimulus properties (familiarity, truth, quality), substituting a fast subjective signal for slower content-evaluation. Without the heuristic framing -- a simplified rule that trades accuracy for speed and yields good-enough judgments under ecological fit -- fluency effects would be mere measurement artifacts rather than a systematic decision principle. The ease-as-cue mechanism is the heuristic rule whose costs and benefits fluency research charts. Heuristic supplies the prerequisite condition: Mental shortcuts. Processing Fluency operates against that background: Cognitive ease with stimulus influences judgment independent of content. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "satisficing",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Satisficing is a specialization of heuristic; it is the rule of accepting the first option that meets an aspiration level rather than searching exhaustively.",
    "reason": "A heuristic is a simplified rule that yields a good-enough solution much faster than exhaustive analysis, at the cost of accuracy in some cases. Satisficing is one such rule: set an aspiration level, search options sequentially, and stop at the first that meets the threshold. It inherits the heuristic's favorable speed-accuracy trade-off and its ecological-fit justification, and adds the specific machinery of aspiration thresholds and sequential search with stopping. A specialization of heuristic keyed to acceptance-by-threshold rather than ranking-by-quality."
   },
   {
    "child": "simulated_annealing",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated Annealing is a kind of heuristic: probabilistic acceptance with a cooling schedule yields good-enough optima without exhaustive search.",
    "reason": "Simulated annealing escapes local optima by accepting worsening moves with probability exp(-DeltaE/T) and gradually lowering T, producing high-quality solutions in vastly less time than exhaustive search at the cost of no guarantee of global optimality. That is the heuristic profile: a simplified rule whose value lies in its favorable trade-off between speed, computational cost, and accuracy on the problems where it is actually deployed. It specializes heuristic to combinatorial optimization with thermal analogy."
   },
   {
    "child": "stereotyping",
    "parent": "heuristic",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stereotyping is a specialization of heuristic in which a category cue triggers a prototype expectation projected onto an individual without detailed assessment.",
    "reason": "Stereotyping is a kind of heuristic specialized to social perception: the agent observes a category cue, activates an associated prototype, and projects that expectation onto an individual without individualized assessment. It inherits heuristic's commitment to a simplified rule trading accuracy for speed with utility measured by ecological fit, and supplies the specific case where the inference task is social judgment, the surrogate rule is category-to-prototype activation, and the characteristic error is the systematic suppression of individual variation in favor of categorical archetypes."
   }
  ],
  "theory_of_mind": [
   {
    "child": "anthropomorphism",
    "parent": "theory_of_mind",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Theory-of-Mind inference is a typical internal mechanism of Anthropomorphism when the projected human likeness includes beliefs, desires, emotions, or understanding.",
    "reason": "Many central cases use a human mental-state model to explain a target's behavior, but some anthropomorphic attributions stop at human form, voice, temperament, or social role without a rich model of hidden mental states; the component is therefore typical rather than strict."
   }
  ],
  "property_rights": [
   {
    "child": "anti_commons_tragedy",
    "parent": "property_rights",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The anti-commons forms ON the property-rights substrate: it is a failure mode of a particular rights configuration (exclusion rights fragmented so finely that re-assembling consent is prohibitive).",
    "reason": "The anti-commons forms ON the property-rights substrate: it is a failure mode of a particular rights configuration (exclusion rights fragmented so finely that re-assembling consent is prohibitive). Presupposes property_rights as its medium."
   }
  ],
  "stressor_induced_adaptation": [
   {
    "child": "antifragility",
    "parent": "stressor_induced_adaptation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Antifragility is a specialization of stressor-induced adaptation in which the system's response curve to volatility is convex and gains accumulate from stress.",
    "reason": "Antifragility specializes stressor-induced adaptation by fixing the response shape: where the parent pattern names the general inverted relationship between short-run difficulty and long-run capacity gain, antifragility specifies a convex response curve to volatility \u2014 accelerating upside with bounded downside \u2014 so the system positively gains from disorder up to some dose. Where the parent allows linear or merely robust gain from controlled stress, antifragility's particularization requires that the curve's convexity make exposure to variability strictly better than steady conditions."
   },
   {
    "child": "withdrawal_rebound",
    "parent": "stressor_induced_adaptation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Withdrawal rebound is the release phase of the compensation that Stressor-Induced Adaptation builds.",
    "reason": "There is no rebound without prior accumulated opposing compensation. Stressor-Induced Adaptation supplies the build-up under sustained input; Withdrawal Rebound adds abrupt removal, timescale mismatch, and the opposite-direction overshoot."
   }
  ],
  "preference": [
   {
    "child": "approach_avoidance_conflict",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approach-avoidance conflict is a specific kind of preference where a single goal carries both positive and negative valence simultaneously.",
    "reason": "Approach-avoidance conflict is a specialization of preference. The general pattern is an agent's ordering over a choice set on some evaluative dimension, with a choice set, evaluator, ordering relation, and context. Approach-avoidance instantiates this with a single goal that simultaneously holds positive and negative valence, producing approach and avoidance gradients that are functions of proximity. The ordering relation is internally conflicted: at the crossover point neither dominates, yielding oscillation rather than stable selection. It is preference with the specific structural feature that valences are coupled rather than aligned on a single dimension."
   },
   {
    "child": "context_dependent_preference",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Context-Dependent Preference is Preference specialized to an ordering whose value relation is indexed by a comparison menu or evaluation procedure.",
    "reason": "Context-Dependent Preference is Preference specialized to an ordering whose value relation is indexed by a comparison menu or evaluation procedure. Both define an ordering among alternatives that can guide selection or choice. The child requires unchanged focal options, an independently manipulated context generator, and a reproducible change in their ordering."
   },
   {
    "child": "demand",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Demand is 'desire made cost-responsive and quantified into a curve' \u2014 preference is the unconditioned ranking (the input), demand is the schedule preference generates against a budget.",
    "reason": "Demand is 'desire made cost-responsive and quantified into a curve' \u2014 preference is the unconditioned ranking (the input), demand is the schedule preference generates against a budget. It presupposes preference. Preference supplies the prerequisite condition: Agent's ordering over a choice set on some evaluative dimension. Demand operates against that background: A schedule relating quantity sought to generalized cost, with slope, elasticity, and substitution structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "expected_utility",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Expected utility presupposes preference because probability-weighted aggregation requires a prior utility function ranking outcomes.",
    "reason": "Expected utility presupposes preference because the operation collapses an uncertain prospect into a single comparable scalar by probability-weighting the utility of each outcome \u2014 and that utility function is the agent's preference ordering over outcomes made cardinal under the von Neumann\u2013Morgenstern axioms. Without preference as the underlying ordering on the choice set, there is no value function to weight, no ranking to maximize, and no meaning to \"prefer the certain over the uncertain.\" Preference supplies the ordering primitive; expected utility supplies the aggregation rule that turns it into choice under risk."
   },
   {
    "child": "indifference_curves",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indifference curves presuppose preference because each curve is a level set of the agent's preference-based ordering over consumption bundles.",
    "reason": "Indifference curves presuppose preference because each curve is by definition the locus of bundles the consumer ranks as equally preferred \u2014 a level set of the preference ordering rendered visually as a curve in commodity space. Without preference as the underlying ordering on the choice set, there is no equivalence class of equally-ranked bundles to draw, no marginal rate of substitution to read off, and no ordinal structure for the curves to represent. Preference supplies the ordering primitive; indifference curves are its geometric representation."
   },
   {
    "child": "loss_aversion",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is a specialization of preference in which the ordering is reference-dependent and weighs losses more than equivalent gains.",
    "reason": "Loss aversion is a kind of preference specialized by a reference-dependent, asymmetric value function: outcomes below the reference point are coded as losses and weighted more heavily than equivalent gains above it. It inherits preference's general commitment to an ordering over a choice set on an evaluative dimension, and supplies the specific case where the evaluative dimension is gain/loss relative to a reference point and the ordering relation systematically privileges loss avoidance \u2014 producing reproducible deviations from expected-utility predictions in framing, endowment pricing, and status-quo bias."
   },
   {
    "child": "marginal_utility",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Marginal utility presupposes preference because the additional satisfaction from one more unit is a derivative of the agent's preference-grounded utility function.",
    "reason": "Marginal utility presupposes preference because it is formally the partial derivative of the agent's utility function with respect to one good, and that utility function exists only as a representation of the agent's preference ordering over consumption bundles. Without preference as the underlying ordering on the choice set, there is no utility function whose marginal change can be measured, no trade-off rate, and no scarce-budget allocation problem. Preference supplies the ordering primitive; marginal utility is the local rate at which moving along that ordering changes value as quantity changes."
   },
   {
    "child": "motivated_reasoning",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The child presupposes Preference.",
    "reason": "The child presupposes Preference. Remove the ordering that favors one conclusion, identity outcome, comfort state, action policy, or social result over another and the directional motivation disappears; cold error may remain, but not motivated reasoning. Motivated reasoning is an evidence-handling process steered by a preference, not an ordering relation over alternatives. Preference is the directional stake the process consumes."
   },
   {
    "child": "other_regarding_preferences",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Preference is the umbrella; the own-payoff-only agent is recovered at zero cross-weights (a measure-zero point).",
    "reason": "Preference is the umbrella; the own-payoff-only agent is recovered at zero cross-weights (a measure-zero point). Preference supplies the genus: Agent's ordering over a choice set on some evaluative dimension. Other-Regarding Preferences preserves that general structure while adding its differentia: An agent's evaluation of outcomes depends not only on its own payoff but on the payoffs of other agents. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "preference_heterogeneity_and_conflict",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Preference heterogeneity and conflict presupposes preference because incompatible wants across agents requires each agent to have a definable preference ordering.",
    "reason": "Preference heterogeneity and conflict presupposes preference because the condition of substantively incompatible wants across agents only arises if each agent has a definable ordering over the choice set in the first place. Without preference as the per-agent ordering primitive, there is no individual ranking whose differences across agents could be incompatible, and no Arrow-style social-choice problem of aggregating those rankings. Preference supplies the per-agent ordering; heterogeneity and conflict name the structural condition where those orderings cannot be simultaneously satisfied, creating decision impasses requiring negotiation or aggregation."
   },
   {
    "child": "prioritization",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prioritization is a kind of preference: it expresses an evaluator's ordering over competing claims and acts on that ordering.",
    "reason": "Prioritization actively orders competing claims on finite resources by some criterion of value, urgency, dependency, or feasibility and commits to honoring that ranking. The ranking step is exactly an instance of preference: an evaluator imposes an ordering relation over a choice set on some evaluative dimension. Prioritization specializes preference by binding the ranking to scarce resources and to a downstream commitment about which item is served first, turning a disposition into an enforceable sequence."
   },
   {
    "child": "revealed_preference",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Is emphatic: 'Revealed preference is an INFERENCE METHOD...",
    "reason": "Is emphatic: 'Revealed preference is an INFERENCE METHOD... RIDING ON the deeper notion preference. The recovered ranking is what one estimation procedure produced under its axioms, not the agent's valuation as such.' It presupposes preference (the latent valuation it recovers). Preference supplies the prerequisite condition: Agent's ordering over a choice set on some evaluative dimension. Revealed Preference operates against that background: Infer latent value from observed choices rather than stated reports. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "risk_aversion",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes preference because preferring a sure outcome to an uncertain prospect of equal expectation is a property of the preference ordering.",
    "reason": "Risk aversion presupposes preference because the property of preferring a sure outcome to an uncertain prospect of equal expected value is a feature of the agent's preference ordering \u2014 specifically the concavity of the utility function representing those preferences over risky prospects. Without preference as the underlying ordering on the choice set, there is no ranking to exhibit the certainty-over-gamble bias, no concavity to measure, and no risk premium to quantify. Preference supplies the ordering primitive; risk aversion is the curvature feature that ordering displays under uncertainty."
   },
   {
    "child": "stated_preference",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stated Preference presupposes an underlying preference because the solicited report is evidence about an ordering, not the ordering itself.",
    "reason": "A stated-preference instrument asks an agent to report which outcomes, actions, or bundles it favors. Without Preference as the latent evaluative ordering, there is nothing for the answer to represent or for the analyst to infer. Stated Preference adds an access method and its distortions; it is not the underlying valuation."
   },
   {
    "child": "time_preference_discounting_future",
    "parent": "preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Time preference is a specialization of preference in which the ordering systematically discounts delayed outcomes relative to present ones.",
    "reason": "Time preference is a kind of preference specialized along the temporal dimension: the agent's ordering over outcomes weights present rewards more heavily than identical delayed ones, producing systematic discounting. It inherits preference's general commitment to an ordering over a choice set on an evaluative dimension, and supplies the specific case where the evaluative dimension is delivery timing and the ordering relation incorporates a discount rate (exponential, hyperbolic, or quasi-hyperbolic) that converts otherwise-equivalent outcomes into ranked alternatives based purely on when they arrive."
   },
   {
    "child": "two_sided_matching",
    "parent": "preference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Two-Sided Matching presupposes Preference: stability and efficiency results are defined relative to each side's preference order.",
    "reason": "Two-sided matching forms pairings across two sets where each side carries a ranking over potential partners, and central solution concepts like stability and efficiency are defined in terms of those rankings. Without Preference \u2014 an evaluator's ordering over a choice set \u2014 there is no stability to check (no blocking pair can be identified) and no efficiency criterion to apply. Matching presupposes preference as the primitive that supplies the rankings the allocation must respect."
   }
  ],
  "trade_offs": [
   {
    "child": "approach_avoidance_conflict",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approach-avoidance conflict is a specialization of trade-offs in which the conflicting valences are bound to a single goal rather than spread across options.",
    "reason": "Approach-avoidance conflict is a specialization of trade-offs. Specifically, it instantiates the multidimensional-coupling pattern -- two valued dimensions improving one requires worsening the other -- with the additional structure that both dimensions attach to the same goal: the same choice promises simultaneous reward and cost. Like other trade-offs, it precludes a single-dimensional ranking; approach-avoidance is the intrapersonal subclass where gradient steepness as a function of proximity generates the characteristic oscillation rather than a static frontier."
   },
   {
    "child": "batch_size",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Batch size is a specific structured trade-off \u2014 a fixed-per-batch cost that amortizes against a per-item flow cost that rises, with a convex U-shaped total-cost curve (EOQ sqrt law) plus coupling-of-fate and feedback-lag riders.",
    "reason": "Batch size is a specific structured trade-off \u2014 a fixed-per-batch cost that amortizes against a per-item flow cost that rises, with a convex U-shaped total-cost curve (EOQ sqrt law) plus coupling-of-fate and feedback-lag riders. A computable specialization of the generic trade-off schema. Trade-offs supplies the genus: Balancing competing priorities. Batch Size preserves that general structure while adding its differentia: The granularity at which a stream of work is grouped, trading setup cost amortised per item against flow, delay, risk, and feedback-lag costs that rise with the group \u2014 producing an interior optimum. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "capacity_recovery_interval",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Capacity-Recovery Interval contains the trade of present output or momentum for greater future capacity and lower collapse risk.",
    "reason": "Remove the enforced exchange between present output and future restored capacity and there is no reason to enter the interval: the system could continue producing while recovering fully. The bounded low-load state is constituted by accepting a current sacrifice to buy a different future feasible set."
   },
   {
    "child": "conjugate_observable_complementarity",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conjugate-Observable Complementarity is a specialization of Trade-offs, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Trade-offs supplies the genus: Balancing competing priorities. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "data_structure",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A data_structure is the arrangement-for-use trade \u2014 privileging some operations cheap at the structural cost of penalizing others (the no-neutral-arrangement invariant).",
    "reason": "A data_structure is the arrangement-for-use trade \u2014 privileging some operations cheap at the structural cost of penalizing others (the no-neutral-arrangement invariant). It presupposes a trade_offs frame; the operation-profile is the trade made concrete. Trade-offs supplies the prerequisite condition: Balancing competing priorities. Data Structure operates against that background: An arrangement of information that makes some operations cheap at the structural cost of others. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "denormalization",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Denormalization presupposes Trade-offs, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Trade-offs supplies the prerequisite condition: Balancing competing priorities. Denormalization operates against that background: Deliberately re-introduce controlled redundancy against a canonical form, trading a synchronization burden for access-side wins. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "design_for_implementation",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Design for implementation presupposes trade-offs because constraining design to producibility necessarily worsens some functional dimensions to improve others.",
    "reason": "Design for implementation systematically constrains design decisions to fit the realities of production, assembly, operation, and end-of-life processes \u2014 meaning the design cannot pursue ideal functional performance alone. The discipline operates by accepting compromise on one valued dimension (e.g., maximum performance, minimum part count, ideal geometry) to improve another (manufacturability, maintainability, supply-chain robustness). This is exactly the trade-off structure: improving one dimension within a feasible set requires worsening another. Without recognition that valued dimensions are multidimensionally coupled, the entire discipline collapses into single-objective optimization."
   },
   {
    "child": "diminishing_incremental_gains",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diminishing Incremental Gains is a kind of trade-off: each new unit of input buys less output, raising the relative cost of further improvement.",
    "reason": "Diminishing incremental gains says successive units of an input produce smaller increments of output once a threshold is passed, so the marginal cost of each next unit of benefit rises along the concave curve. Continuing to improve on the output dimension therefore requires giving up more on the input side \u2014 time, money, effort \u2014 than for any prior unit. That is the structure of a Trade-off, here driven by concavity in the input-output relationship rather than fixed-frontier opposition between two outputs."
   },
   {
    "child": "heuristic",
    "parent": "trade_offs",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Heuristic is the specific shape trade-offs take in inference, where speed and cognitive cost are gained at the price of accuracy.",
    "reason": "Trade-offs is the general structural situation in which improving one valued dimension requires worsening another within a feasible set. A heuristic is the particular shape this pattern takes for decision and inference rules: speed and cognitive-or-computational cost are improved at the price of accuracy in some cases and systematic error in others, with the rule's value defined by the favorable trade in its actual deployment environment. It is a structurally-particularized instance of trade-off whose specific dimensions are speed-cost-accuracy and whose feasible set is the available rule space."
   },
   {
    "child": "internal_intensification",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Internal intensification is a structured trade-off between two qualitatively distinct cost structures (densify-within-boundary vs expand-boundary).",
    "reason": "Internal intensification is a structured trade-off between two qualitatively distinct cost structures (densify-within-boundary vs expand-boundary). concedes 'a pure capacity-cost comparison with no boundary at stake is ordinary trade_offs' \u2014 this prime is the boundary-laden specialization. Trade-offs supplies the genus: Balancing competing priorities. Internal Intensification preserves that general structure while adding its differentia: A system needing more capacity densifies, deepens, or re-uses underused positions inside its existing boundary before expanding the boundary outward, a choice between two qualitatively different cost structures that compounds over the trajectory of growth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "intervention_coupled_harm",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sharper case of trade_offs where the harm-benefit ratio is FIXED BY THE mechanism (not independently dialable).",
    "reason": "Sharper case of trade_offs where the harm-benefit ratio is FIXED BY THE mechanism (not independently dialable). frames it explicitly against generic trade_offs. Trade-offs supplies the genus: Balancing competing priorities. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "law_of_conservation_of_complexity",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Tesler's law is adjacent to trade_offs but is CONSERVATION not exchange (file 'Not': it conserves the SAME quantity across an interface rather than swapping one good for another).",
    "reason": "Tesler's law is adjacent to trade_offs but is CONSERVATION not exchange (file 'Not': it conserves the SAME quantity across an interface rather than swapping one good for another). Trade-offs supplies the prerequisite condition: Balancing competing priorities. Law of Conservation of Complexity operates against that background: Every problem has an irreducible complexity floor that design can shift between parties or moments but cannot reduce below the floor. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "multiobjective_optimization",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiobjective optimization is a specific kind of trade-off where multiple objectives are formalized into a Pareto frontier of non-dominated solutions.",
    "reason": "Multiobjective optimization is a specialization of trade-offs. The general pattern is the structural situation in which improving on one valued dimension requires worsening on another within a feasible set, with multiple dimensions genuinely cared about. Multiobjective optimization instantiates this by formalizing the dimensions as objective functions and the trade-off as the Pareto frontier of non-dominated solutions, requiring a-priori, a-posteriori, or interactive preference articulation to select one. It is the trade-off pattern made explicit as a mathematical search whose output is the geometry of the trade-off surface itself."
   },
   {
    "child": "overfitting",
    "parent": "trade_offs",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Overfitting is the high-capacity, high-variance endpoint of the bias-variance trade-off already canonically owned by Trade-offs.",
    "reason": "Increasing model flexibility can reduce bias while amplifying sensitivity to sample noise, so the child occupies one failure corner of the coupled capacity problem. Trade-offs owns the two-sided structure; Overfitting adds the train-test generalization gap and the capacity-reduction remedy."
   },
   {
    "child": "precomputation_and_materialization",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Eager materialization exists only as a balance between build, storage, refresh, and staleness costs and cheaper, more predictable use-time access.",
    "reason": "Eager materialization exists only as a balance between build, storage, refresh, and staleness costs and cheaper, more predictable use-time access. Without competing build-time and use-time costs there is no timing choice to optimize. The mechanism performs and retains work early; Trade-offs is the general relation among competing priorities."
   },
   {
    "child": "risk_return_tradeoff",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk-return tradeoff is a specialization of trade-offs; it is the financial case where expected return improves only by accepting more risk.",
    "reason": "Trade-offs is the general structural situation in which improving one valued dimension requires worsening another within a feasible set. Risk-return tradeoff is the specific case in finance and investment where the two valued dimensions are expected return and risk exposure (variance, downside, systematic-factor loading), and the feasible set is the efficient frontier on which higher expected returns can only be obtained by accepting higher risk. It inherits the multi-dimensional-coupling structure of trade-offs and adds the specific dimensions and feasible set that define investment choice."
   },
   {
    "child": "search_and_retrieval",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Search and retrieval presupposes trade-offs because every retrieval system must balance precision, recall, and latency against each other.",
    "reason": "Search and retrieval is the process of locating relevant items from a larger set, navigating a space to match a query. Every realistic retrieval system faces structurally coupled valued dimensions \u2014 precision (excluding false positives), recall (capturing true positives), and query latency \u2014 that cannot all be maximized at once. Trade-offs supplies the structural pattern in which improving one valued dimension worsens another within a feasible set; retrieval design presupposes this multi-dimensional coupling as the standing condition that any indexing, ranking, or pruning choice must navigate."
   },
   {
    "child": "social_dilemma",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A social dilemma is a specific kind of trade-off where individual-rational and collective-welfare dimensions are coupled in opposition.",
    "reason": "A social dilemma is a specialization of trade-offs. The general pattern requires improving on one valued dimension to worsen another within a feasible set; a social dilemma instantiates this with the two dimensions being individual payoff and collective payoff, coupled such that the dominant individual strategy strictly degrades collective welfare. The Prisoner's Dilemma structure is the trade-off pattern with these particular axes operative and decision-makers who genuinely care about both, so the conflict between private rationality and group outcome is real rather than illusory."
   },
   {
    "child": "trilemma",
    "parent": "trade_offs",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Trilemma is 'the n=3 specialisation of competing objectives' / 'widely (and not wrongly) regarded as a special case of trade_offs' \u2014 three desirables and a proven impossibility yielding a discrete pick-two taxonomy plus dissolution moves the binary case lacks.",
    "reason": "Trilemma is 'the n=3 specialisation of competing objectives' / 'widely (and not wrongly) regarded as a special case of trade_offs' \u2014 three desirables and a proven impossibility yielding a discrete pick-two taxonomy plus dissolution moves the binary case lacks. Trade-offs supplies the genus: Balancing competing priorities. Trilemma preserves that general structure while adding its differentia: Three desirable properties that cannot be jointly guaranteed, forcing a pick-any-two choice with a distinct dissolve-or-scope intervention catalogue. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "type_i_type_ii_errors",
    "parent": "trade_offs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Type I and Type II Errors presuppose Trade-offs: lowering one error rate at fixed sample size necessarily raises the other.",
    "reason": "Type I and Type II errors are tunable in opposite directions: tightening the significance threshold reduces false positives but raises false negatives, and the converse holds at fixed sample size. The two valued dimensions \u2014 false-positive control and false-negative control \u2014 are structurally coupled within the feasible set of decision rules. That is the defining structure of a Trade-off, here instantiated as the alpha-beta relationship that all classical hypothesis testing must navigate."
   }
  ],
  "representation": [
   {
    "child": "approximation",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Approximation is the specific shape representation takes when the medium deliberately differs from the target by a bounded, named error.",
    "reason": "Representation is the structured mapping of a target onto a medium that preserves selected features under a stated convention. Approximation is the particular shape this mapping takes when the convention is explicit error-tolerance: a tractable surrogate stands in for the intractable target, and the gap between them is controlled and named \u2014 strict bound, asymptotic estimate, or probabilistic guarantee. It is a structurally-particularized instance of representation in which the faithfulness claim is explicitly weakened to a known tolerance the use case can absorb."
   },
   {
    "child": "collective_memory",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective memory is the specific shape representation takes when a group encodes its shared past through institutions, rituals, and narratives.",
    "reason": "Collective memory is the specific shape representation takes when the target is a group's past \u2014 events, persons, narratives \u2014 and the medium is the distributed system of monuments, holidays, textbooks, rituals, and commemorative practices through which that past is held in common. It is a structurally-particularized instance of structured mapping from target to medium under a faithfulness convention, with the added commitments that the medium is socially distributed rather than individual, the mapping is reproduced across generations through transmission, and the representation feeds back to constitute the group's identity rather than merely standing for an external object."
   },
   {
    "child": "elicitation_channel_contribution",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Elicitation channel contribution contains representation because the channel maps a target state into a recorded medium under a faithfulness claim whose systematic distortion is being diagnosed.",
    "reason": "The answer, label, score, testimony, or model output is a channel-produced representation rather than the internal state itself. Representation supplies an internal constituent: Model complex ideas. Elicitation Channel Contribution requires that role within this mechanism: The recorded representation of a system's unobserved state is a joint product of state and the elicitation channel, so the analyst's marginal of interest is recoverable only by controlling the channel. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "embedding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Embedding is 'the FAITHFUL INJECTIVE special case' of representation \u2014 representation models A by B in any (possibly lossy, many-to-one) way; embedding adds injectivity and structure-preservation.",
    "reason": "Embedding is 'the FAITHFUL INJECTIVE special case' of representation \u2014 representation models A by B in any (possibly lossy, many-to-one) way; embedding adds injectivity and structure-preservation. A specialization of representation. Representation supplies the genus: Model complex ideas. Embedding preserves that general structure while adding its differentia: A structure-preserving injection of one system faithfully into a richer one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "event_centered_modeling",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Event-centered modeling is representation specialized to schemas in which happenings are primary nodes and entities are derived projections.",
    "reason": "It inherits selective encoding of a target into a structured medium and adds event primacy, participant-time-place-transformation roles, and an append-only historical spine. Representation supplies the genus: Model complex ideas. Event-Centered Modeling preserves that general structure while adding its differentia: Making events the primary nodes through which entities, places, and periods are connected, so that everything else is derived as a projection of the event log. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "feature_engineering",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Feature engineering deliberately TRANSFORMS the representation of raw observations so a latent regularity becomes legible to a downstream consumer; it presupposes representation and acts on it.",
    "reason": "Feature engineering deliberately TRANSFORMS the representation of raw observations so a latent regularity becomes legible to a downstream consumer; it presupposes representation and acts on it. Also leans on transformation."
   },
   {
    "child": "feedforward",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Feedforward contains a predictive representation mapping intended action and disturbance to expected consequence before commitment.",
    "reason": "Anticipation without an inspectable or encoded surrogate is guessing; the upstream model is the internal constituent that lets predicted consequences modify the action. Representation supplies an internal constituent: Model complex ideas. Feedforward requires that role within this mechanism: A predictive model of an action's consequences is interposed upstream of commitment, so the actor pre-corrects rather than waits for a deviation to feed back. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "form_and_content",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Form and content presupposes representation because the dualism separating what is conveyed from how it is structured operates within representational mappings between target and medium.",
    "reason": "Form and content presupposes representation because the dualism that separates the message from its manner of presentation operates only where a structured mapping from a target onto a medium is in play. Representation supplies the target-medium-faithfulness machinery within which the medium's structure (form) shapes how the target's structure (content) is conveyed. Without representation's mapping, there is no medium whose form could constrain or constitute the received content. The form-content distinction is the explicit acknowledgment that representation's medium-side choices are not inert \u2014 they channel, distort, and partly constitute what the target conveys."
   },
   {
    "child": "formalization",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Formalization presupposes representation because making practice explicit requires a medium in which axioms, notation, and rules can stand for the target.",
    "reason": "Formalization is the move up the explicitness gradient \u2014 replacing tacit know-how with codified notation, axioms, or statutes \u2014 and that move only operates inside a representational medium. To articulate a previously implicit rule one needs symbols, schemas, or formal language that map onto the practice being captured under a faithfulness convention. Representation supplies the structured mapping of target to medium that formalization then sharpens into mechanically operable, audit-checkable form, so formalization cannot get off the ground without a representational substrate already available."
   },
   {
    "child": "frame_problem",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The frame problem presupposes a represented state whose facts can persist, change, or require re-derivation.",
    "reason": "Without an explicit or implicit world model there is no bounded fact set over which an action's consequences and default persistence can be computed. Representation supplies the prerequisite condition: Model complex ideas. Frame Problem operates against that background: After a change, the challenge of bounding which facts now need re-derivation and which persist by default, without re-checking everything. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "framing",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Framing presupposes representation because configuring a presentation that shapes evaluation requires a representational medium whose features can be configured.",
    "reason": "Framing is the structural claim that presentational choices \u2014 what is salient, what reference point is used, what vocabulary applies \u2014 systematically shape evaluation even when underlying facts are equivalent. The construct presupposes that there is a presentation in the first place: a structured mapping of target onto medium under conventions, with selected features foregrounded and others dropped. Representation supplies that substrate \u2014 the structured mapping with its faithfulness claim and selection of features. Framing specializes representation by analyzing how the variable choices within that mapping move judgment, exploiting the selection-and-configuration latitude representation always contains."
   },
   {
    "child": "good_regulator_theorem",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The theorem's necessity claim is that every effective regulator contains a behaviorally adequate representation of the system it regulates.",
    "reason": "The model may be explicit or encoded in policy, weights, rules, or structure, but removing representational correspondence destroys the theorem's invariant. Representation supplies an internal constituent: Model complex ideas. Good Regulator Theorem requires that role within this mechanism: Every effective regulator of a system must be, or must contain, a model of that system. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "icon_index_symbol_distinction",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Icon-index-symbol distinction is the specific shape representation takes when signs are classified by the ground of their relation to the referent.",
    "reason": "Icon-index-symbol distinction is the structurally-particularized form representation takes when Peirce's trichotomy is applied: the icon-target correspondence is grounded in resemblance, the index-target correspondence in existential or causal contiguity, and the symbol-target correspondence in convention. It inherits representation's faithfulness-claim apparatus \u2014 target, medium, correspondence convention \u2014 particularized by classifying the three structurally distinct ways the correspondence can be grounded, each with different inference rules for the interpreter."
   },
   {
    "child": "iconicity",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Iconicity is a specific kind of representation where the form-meaning correspondence is motivated by resemblance rather than pure convention.",
    "reason": "Iconicity is a specialization of representation. The general pattern maps a target onto a medium under a stated convention so operations on the medium correspond to operations on the target, with a faithfulness claim about preserved structure. Iconicity instantiates this with the convention being motivated by perceptible resemblance between sign form and meaning, so an interpreter with sufficient exposure can infer meaning from formal properties rather than rote memorization. The mapping is grounded in shared structure between form and referent, distinguishing iconic representation from the purely conventional symbolic mode."
   },
   {
    "child": "inconsistent_shared_model",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Inconsistent Shared Model contains two or more representations of one referent whose individually coherent contents cannot jointly be true.",
    "reason": "The failure is not raw data difference or evaluative disagreement; it requires separately maintained surrogates that guide inference until joint action exposes the mismatch. Representation supplies an internal constituent: Model complex ideas. Inconsistent Shared Model requires that role within this mechanism: Subsystems hold mutually incompatible models of the same external state, undetected until a forcing event requires joint action. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "indexicality",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indexicality is representation specialized to signs whose reference is grounded in existential, causal, or contextual connection.",
    "reason": "An index stands for an object while adding the differentia that the sign-object relation is actual contiguity or dependence rather than resemblance or arbitrary convention."
   },
   {
    "child": "indifference_curves",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indifference curves are the specific shape representation takes when consumer preferences are mapped onto level sets in commodity space.",
    "reason": "Indifference curves are the specific shape representation takes when an ordinal preference structure is mapped onto geometric level sets in commodity space. Representation's general anatomy \u2014 target, medium, faithfulness-preserving mapping under a stated convention \u2014 is structurally particularized into the consumer's preference ordering as the target, two-dimensional curves in commodity space as the medium, and the convention that movement along a curve preserves indifference. The general structured-mapping operation is preserved; the specific shape is its geometric realization that makes substitution and choice tractable through visual reasoning."
   },
   {
    "child": "interpretation",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interpretation presupposes representation because recovering meaning from a substrate requires that substrate already encode something interpretable.",
    "reason": "Interpretation is the activity of recovering meaning, intent, or applicable function from a representational substrate \u2014 sign, text, dataset, behavior, trace \u2014 within a framework that makes some readings available and others not. The operation presupposes a representation: a structured mapping where features of the medium correspond to features of a target under some convention. Representation supplies that substrate with its faithfulness claim. Without an underlying representation carrying encoded structure, interpretation would have nothing to decode and no convention against which to test the legitimacy of a reading."
   },
   {
    "child": "legibility",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Legibility contains a simplified Representation through which the distant actor sees and acts on selected features of the richer target.",
    "reason": "A census, cadastral map, KPI dashboard, schema, or classification is not the target itself but the medium that makes selected target features readable. Remove that target-to-medium mapping and there is no legibility scheme, only direct local familiarity or opaque reality."
   },
   {
    "child": "logarithmic_perception_and_encoding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Log encoding is a representational CHOICE \u2014 re-expressing a wide-dynamic-range magnitude on a log axis so equal internal steps mean equal ratios; the commitment lives in the axis (the representation), not the data.",
    "reason": "Log encoding is a representational CHOICE \u2014 re-expressing a wide-dynamic-range magnitude on a log axis so equal internal steps mean equal ratios; the commitment lives in the axis (the representation), not the data. is-a representation, specialized to ratio-scale re-encoding under wide range + proportional importance."
   },
   {
    "child": "mental_model",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A mental model is a specialization of representation in which the medium is an individual reasoner's internal cognitive structure.",
    "reason": "A mental model is a specialization of representation in which the medium is an individual reasoner's internal cognitive structure and the target is some domain whose behavior must be predicted, explained, or intervened upon. It inherits representation's commitment to selective faithfulness \u2014 preserving the entities and causal rules that matter while dropping detail \u2014 and specializes by locating the medium in working memory and requiring tractability for mental simulation. The model is held by a particular mind, revisable on prediction failure, and supports the characteristic what-if running that distinguishes it from external representations."
   },
   {
    "child": "model_assumption_failure",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The pattern presupposes a model, plan, theory, or specification that represents relevant conditions selectively.",
    "reason": "A model-assumption failure is relative to an artifact that stands in for a target system or future situation. The representation may be mathematical, verbal, procedural, or implicit in a plan, but it must encode enough of the world for an assumption to bear inferential or operational load. Reality can change without a model failing; failure arises when the represented dependency no longer holds."
   },
   {
    "child": "narrative",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Narrative is the specific shape representation takes when events are sequenced and causally linked into a story with agents and an arc.",
    "reason": "Representation is the structured mapping of a target system onto a medium under a faithfulness convention, preserving selected features. Narrative is the particular shape this mapping takes when the target is a stream of events and the medium is sequenced emplotted prose: selected events are connected by causal-temporal links into a whole with beginning, middle, and end, organized around agents. It is a structurally-particularized instance of representation in which the structure preserved is temporal-causal ordering and the convention is emplotment that confers significance through ordered connection."
   },
   {
    "child": "object_permanence",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A persistent internal representation carried through unobservable intervals is a constitutive part of object permanence.",
    "reason": "The entity's identity and predicted state must remain encoded while observations are absent so later evidence can be re-bound to the same continuing object. Representation supplies an internal constituent: Model complex ideas. Object Permanence requires that role within this mechanism: A system maintains persistent internal state for entities it cannot currently observe, modeling them as continuing to exist and re-binding them on re-emergence. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "perspective",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perspective is the specific shape representation takes when three-dimensional spatial relations are projected onto a two-dimensional surface.",
    "reason": "Perspective is the specific shape representation takes when the target is three-dimensional space with depth and volume and the medium is a two-dimensional surface, with the mapping accomplished through systematic projection. It is a structurally-particularized instance of structured mapping under a faithfulness convention, with the added commitments that the convention is a projection system (linear, multi-point, isometric), the faithfulness preserves spatial coherence and ordinal depth, and the dropped features include the literal third dimension. The viewer reconstructs depth from the projection's lawful regularities."
   },
   {
    "child": "problem_framing",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A problem frame must encode selected units, relations, boundaries, and criteria in a representation that can be inspected and revised.",
    "reason": "A problem frame must encode selected units, relations, boundaries, and criteria in a representation that can be inspected and revised. The parent can occur independently, but without it the child\u2019s mechanism is undefined, establishing prerequisite dependence."
   },
   {
    "child": "problem_representation",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Problem_representation is a specialization of the canonical representation prime, specifically the choice of encoding FOR a problem (state space, operators, cost, goal).",
    "reason": "problem_representation is a specialization of the canonical representation prime, specifically the choice of encoding FOR a problem (state space, operators, cost, goal). The dossier notes it sits between representation (genus) and problem_space (child)."
   },
   {
    "child": "problem_space",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A problem space is a specialization of representation in which the represented target is a problem-solving task and the medium is a state-and-operator structure.",
    "reason": "A problem space is a kind of representation specialized to problem-solving tasks: the agent imposes a structured mapping from the task onto a formal medium comprising initial state, goal state, operators, and intermediate-state lattice. It inherits representation's commitment to structured mapping from a target onto a medium under a stated convention preserving selected target features, and supplies the specific case where the target is a problem-solving task whose structure does not come intrinsically given but is imposed through the agent's chosen representation, with different problem-space encodings producing different search dynamics."
   },
   {
    "child": "proxy_target_fidelity",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Proxy-target fidelity presupposes a representation relation in which an observable stand-in is designated to carry selected information about a distinct latent target.",
    "reason": "Fidelity has no referent until a proxy is appointed to represent a target for some use. The live node then evaluates how well that standing-in relation holds across regimes and under optimization. Representation is the prerequisite mapping claim; proxy fidelity is its use-relative graded adequacy and substitution risk, not the mapping artifact itself."
   },
   {
    "child": "representational_modality",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Representational modality is a specialization of representation that focuses on the medium (visual, auditory, tactile) through which content is encoded.",
    "reason": "Representational modality is a specialization of representation. Specifically, it instantiates the target-to-medium mapping by fixing attention on which medium carries the encoding -- visual, auditory, tactile, olfactory, multimodal -- and on how the choice of medium reshapes what can be expressed, what is easily understood, and what actions become available. Like every representation, it commits to a faithfulness claim under stated conventions; modality is the subclass that varies the substrate while holding the represented system constant, exposing differential cognitive load and behavioral consequences."
   },
   {
    "child": "representational_structure_mismatch",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Representational Structure Mismatch presupposes a representation whose target, medium, mapping, and purpose-relative faithfulness claim can be compared at the level of relations.",
    "reason": "Representational Structure Mismatch presupposes a representation whose target, medium, mapping, and purpose-relative faithfulness claim can be compared at the level of relations. Representation supplies the prerequisite condition: Model complex ideas. Representational Structure Mismatch operates against that background: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "signifier_signified_duality",
    "parent": "representation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signifier\u2013signified duality is the specific shape representation takes when a perceptible form is conventionally bound to a mental concept.",
    "reason": "Signifier\u2013signified duality is the structurally-particularized form representation takes in the semiotic case: the target is the conceptual signified, the medium is the perceptible signifier, and the correspondence is the conventional binding maintained by a semiotic community. It satisfies representation's faithfulness-claim apparatus \u2014 target, medium, stated convention \u2014 particularized by the two-faced sign structure where neither face exists without the other and the convention is largely arbitrary."
   },
   {
    "child": "situation_awareness",
    "parent": "representation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Situation awareness contains linked representations of current elements, contextual meaning, and projected near-future state.",
    "reason": "Perception, comprehension, and projection must produce internal state-bearing products that guide delayed action; without those representations there is sensation or reaction but no three-level situation awareness."
   },
   {
    "child": "sparse_coding",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sparse coding is a representational-architecture pattern \u2014 a specific way of representing content (few-of-many active over a large pool).",
    "reason": "Sparse coding is a representational-architecture pattern \u2014 a specific way of representing content (few-of-many active over a large pool). is a specialization of specialized representation scheme. Representation supplies the genus: Model complex ideas. Sparse Coding preserves that general structure while adding its differentia: A system represents each input by activating a small content-specific subset of a much larger pool of units, gaining combinatorial capacity from the choice of which few are active. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "symbolic_representation",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Symbolic representation is a specific kind of representation in which the sign-meaning correspondence is established by collective convention.",
    "reason": "Symbolic representation is a specialization of representation. The general pattern maps target onto medium under a stated convention so operations on the medium correspond to operations on the target. Symbolic representation instantiates this with the convention being collective and arbitrary rather than grounded in resemblance (iconic) or causal connection (indexical), as Peirce's tripartite typology identifies. The word, digit, or banknote refers by sustained communal commitment alone, making symbolic representation the structurally-particularized instance of representation where the mapping is conventionalized in shared use."
   },
   {
    "child": "topographic_map",
    "parent": "representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A topographic map is a representational architecture: a source space laid out on a substrate by a neighbourhood-preserving map with non-uniform magnification.",
    "reason": "A topographic map is a representational architecture: a source space laid out on a substrate by a neighbourhood-preserving map with non-uniform magnification. is-a a specialized (spatial, layout-bearing) representation."
   },
   {
    "child": "translation_and_conceptual_bridging",
    "parent": "representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Translation presupposes representation because converting meaning across frameworks requires both source and target to map their domains onto media under conventions.",
    "reason": "Translation and conceptual bridging converts concepts and meanings from one linguistic or conceptual framework to another, managing inevitable loss across incommensurable systems. The operation only makes sense when each framework is already a representational system \u2014 a structured mapping of a target domain onto a medium under a faithfulness convention. Representation supplies exactly that machinery; translation then operates as a meta-mapping between two such representational systems, presupposing both source and target representations and the conventions they carry as the objects being bridged."
   }
  ],
  "arbitrage_generalized": [
   {
    "child": "arbitrage_finance",
    "parent": "arbitrage_generalized",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Financial arbitrage is a specialization of generalized arbitrage in which the boundary being exploited is between asset markets or contract types.",
    "reason": "Financial arbitrage is a specialization of generalized arbitrage in which the boundary across which discrepancies are exploited is between markets, platforms, or contract types for the same or economically equivalent asset, and the discrepancy is a price gap. It inherits the general pattern of systematically exploiting differentials across boundaries to capture value while pushing toward convergence, and specializes by fixing the units to prices, the boundaries to financial venues, and the exploitation to simultaneous purchase-and-sale yielding near-risk-free profit. The corrective action enforces price discovery, the financial analogue of arbitrage's general convergence-pressure effect."
   }
  ],
  "equilibrium": [
   {
    "child": "arbitrage_generalized",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Arbitrage (Generalized) presupposes Equilibrium, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Equilibrium supplies the prerequisite condition: Balanced state. Arbitrage (Generalized) operates against that background: Exploiting a discrepancy in price, value, or perception across a boundary that friction keeps from equilibrating, extracting the spread until it closes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "attractor_selection_and_basin_control",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Attractor selection and basin control presupposes equilibrium because the attractors being selected are stable equilibrium states in the system's dynamics.",
    "reason": "Attractor selection and basin control directs a system's long-term dynamics toward one of multiple possible stable states by manipulating initial conditions, boundary conditions, or basin geometry. This presupposes equilibrium: the state in which opposing forces balance so no net change occurs along balanced dimensions, with stability defined by Lyapunov-style criteria for whether perturbations decay. The attractors are precisely such stable equilibria, and the basins are the regions of state space whose trajectories converge to them. Without equilibrium's framework of balanced steady states with characterized stability, there is no attractor for control to select toward."
   },
   {
    "child": "braess_paradox",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Braess's paradox is about the GAP between the selfish equilibrium and the social optimum, and how added capacity widens it \u2014 a property of equilibrium SELECTION over load-sensitive edges.",
    "reason": "Braess's paradox is about the GAP between the selfish equilibrium and the social optimum, and how added capacity widens it \u2014 a property of equilibrium SELECTION over load-sensitive edges. Presupposes equilibrium (it is not equilibrium itself but a phenomenon of its selection)."
   },
   {
    "child": "comparative_statics",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Equilibrium is the resting-state object comparative statics operates on; comparative statics is the second-order move of comparing two such states...",
    "reason": "'Equilibrium is the resting-state object comparative statics operates on; comparative statics is the second-order move of comparing two such states... the comparison operator that sits one level above the equilibrium noun.' It presupposes equilibrium. Equilibrium supplies the prerequisite condition: Balanced state. Comparative Statics operates against that background: Compare two equilibria before and after a parameter change, ignoring the path between them. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The coordination problem presupposes equilibrium because its core difficulty is selecting among multiple stable equilibria that all satisfy the balance condition.",
    "reason": "The coordination problem arises precisely when more than one stable equilibrium exists and agents must align on a single one. Without equilibrium's machinery of balance conditions and stability \u2014 the structural framework by which a system has rest points at which opposing forces balance \u2014 there would be no set of alternatives to select among and no question of which stable state the system settles into. The equilibrium prime supplies the multi-rest-point structure that the coordination problem treats as the selection space."
   },
   {
    "child": "evolutionarily_stable_strategy",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "ESS is a perturbation-survival STABILITY CLASSIFICATION of an equilibrium (Lyapunov-style robustness imported into frequency-dependent strategy space) \u2014 a specialization of equilibrium.",
    "reason": "ESS is a perturbation-survival STABILITY CLASSIFICATION of an equilibrium (Lyapunov-style robustness imported into frequency-dependent strategy space) \u2014 a specialization of equilibrium. 'a stability classification of one [equilibrium], defined by what happens under perturbation'. Equilibrium supplies the genus: Balanced state. Evolutionarily Stable Strategy preserves that general structure while adding its differentia: A population strategy is stable if, once dominant, no rare mutant can invade \u2014 equilibrium defined by what survives perturbation, not by ex-ante agreement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "instability",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instability presupposes equilibrium because growth-rather-than-decay of small perturbations is defined relative to a reference state's balance.",
    "reason": "Instability is the property whereby small perturbations grow rather than decay, causing departure from a reference state. The construct is meaningful only relative to a specified reference state whose balance is being assessed, and the diagnostic is the failure of restorative mechanisms to dominate amplifying ones. Equilibrium supplies that reference state \u2014 the balance condition on a named set of quantities \u2014 against which perturbations are measured. Without an underlying equilibrium concept defining the balanced state and its restorative tendency, there would be nothing for instability to deviate from."
   },
   {
    "child": "loading_dose",
    "parent": "equilibrium",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A loading dose presupposes a target steady operating range whose balancing maintenance input is smaller than the temporary loading input.",
    "reason": "The defining contrast between loading and maintenance requires a target operating state in which ordinary inflow balances loss. Without that steady target, there is no principled point at which the exceptional initial input should fall to a maintenance rate. Loading Dose is not a kind of Bootstrapping: it needs neither self-produced stages nor recursive construction from its own outputs."
   },
   {
    "child": "nash_equilibrium",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Nash Equilibrium is the strategic-choice analogue of generic Equilibrium, but unilateral-deviation stability need not supply the restoring dynamics required by every strict Equilibrium case.",
    "reason": "A Nash Equilibrium is commonly and usefully read as an Equilibrium: each participant's best response balances the others' choices so no unilateral change improves the participant's payoff. The generic Equilibrium entry, however, also requires a restoring or maintaining mechanism and a stability regime under perturbation. A Nash profile can be dynamically unstable or unreachable, so the relation remains typical rather than strict."
   },
   {
    "child": "resistance_to_change",
    "parent": "equilibrium",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resistance to change is the specific shape equilibrium takes when driving forces toward alteration balance against restraining forces preserving the status quo.",
    "reason": "Resistance to change is the specific shape equilibrium takes in human and organizational systems when the balanced quantities are driving forces (toward change) and restraining forces (toward the status quo), and the balance is preserved against perturbations that propose alteration. It is a structurally-particularized instance of a balance condition holding against transformations, with the added commitment that the restraining forces are not mere inertia but active, often legitimate, psychological and social commitments \u2014 habits, identities, relationships, mental models \u2014 whose weight must be specifically weakened or counterbalanced for the equilibrium to shift."
   },
   {
    "child": "saddle_point",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'It is an equilibrium of a specific INDEFINITE kind; calling it stable or unstable without naming the directions discards exactly the saddle structure.' A saddle is the mixed-sign-geometry specialization of equilibrium.",
    "reason": "'It is an equilibrium of a specific INDEFINITE kind; calling it stable or unstable without naming the directions discards exactly the saddle structure.' A saddle is the mixed-sign-geometry specialization of equilibrium. Equilibrium supplies the genus: Balanced state. Saddle Point preserves that general structure while adding its differentia: An equilibrium stable in some directions and unstable in others. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "synchronization",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specific kind of equilibrium where phase differences settle into a balanced steady relationship that persists against perturbation.",
    "reason": "Synchronization is a specialization of equilibrium. The general pattern is a balance condition on named quantities in which opposing fluxes cancel and no net change occurs along the balanced dimensions, even when local activity continues. Synchronization instantiates this with the balanced quantity being phase differences among coupled oscillators: when oscillators entrain, phase differences settle into a stable value (zero for full sync, fixed lag for phase-locking) that persists against small perturbations. The Kuramoto-style settling onto a fixed phase relation is an equilibrium in the rotating frame of the coupled-oscillator dynamics."
   },
   {
    "child": "thermodynamic_equilibrium",
    "parent": "equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium is a specialization of equilibrium in which the balanced quantities are thermodynamic variables and the state maximizes entropy under constraints.",
    "reason": "Thermodynamic equilibrium is a specialization of equilibrium. The general equilibrium pattern is a balance condition on a named set of quantities such that no net change occurs along the balanced dimensions. Thermodynamic equilibrium specializes by naming the balanced quantities \u2014 temperature, pressure, chemical potentials \u2014 and the transformations they balance against, with the equilibrium state characterized as maximum entropy consistent with imposed constraints. The same balance-as-no-net-flow logic of equilibrium applies, with macroscopic thermodynamic variables as the specific balanced quantities."
   }
  ],
  "signifier_signified_duality": [
   {
    "child": "arbitrariness_of_symbolic_conventions",
    "parent": "signifier_signified_duality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Arbitrariness of symbolic conventions presupposes signifier\u2013signified duality because the arbitrary link binds the two faces of the sign.",
    "reason": "Arbitrariness of symbolic conventions presupposes signifier\u2013signified duality because the arbitrariness claim \u2014 that no intrinsic property of form determines meaning \u2014 is precisely a claim about the relation between signifier and signified faces. Without the two-faced sign structure that duality provides, there would be no relation whose arbitrariness could be asserted. The conventional fixing by community is the binding force that holds the two faces together in the absence of natural motivation."
   },
   {
    "child": "polysemy",
    "parent": "signifier_signified_duality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Polysemy presupposes signifier-signified duality because multiple related senses sharing one form requires the two-faced sign structure to host the one-to-many mapping.",
    "reason": "Polysemy presupposes signifier-signified duality because the condition of a single form carrying multiple related senses requires the two-faced sign structure in which a signifier is conventionally linked to a signified. Without the duality, there is no signifier to bear multiple sense-attachments and no signified concepts to which it can point. The duality supplies the foundational sign architecture; polysemy is the specific deviation from the simplest one-signifier-one-signified case to one-signifier-many-related-signifieds, where context disambiguates among motivated senses sharing a conceptual core."
   }
  ],
  "invariance": [
   {
    "child": "archetype",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Archetype is a kind of invariance: a structural core of a character, role, or pattern preserved across cultures, media, and historical periods.",
    "reason": "An archetype is a structural template \u2014 character traits, narrative functions, symbolic configurations \u2014 that recurs across cultures, periods, and media with a stable core recognizable beneath surface variation. The named feature (the structural core) is preserved under the named family of transformations (cultural, temporal, medial reskinning). That is the defining shape of Invariance. Archetype specializes invariance by fixing the preserved feature as a humanly recognizable template and the transformations as cross-cultural reinstantiation."
   },
   {
    "child": "associativity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associativity is a specialization of invariance whose preserved feature is the result of an operation under regrouping of operands.",
    "reason": "Associativity is a specialization of invariance. Specifically, it names the case in which the family of transformations is the regrouping of operands by parentheses and the preserved feature is the value produced by the binary operation. Like every invariance claim, it commits jointly to a preserved feature and the operations preserving it; associativity is the subclass where the operations are parenthesizations and the algebraic consequence -- unambiguous expressions written without explicit grouping -- underwrites group theory, monoids, semigroups, and the rest of abstract algebra."
   },
   {
    "child": "commutativity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commutativity is a kind of invariance: the result of a binary operation is preserved under the swap-of-operands transformation.",
    "reason": "Commutativity says that a o b equals b o a for all elements, so the result of the operation is unchanged under the transformation that swaps the operand order. That is the precise structure of Invariance: a named feature (the operation's value) preserved under a named family of transformations (operand permutation). Commutativity specializes invariance by fixing the operation as a binary combiner and the transformation as the order-swap on its two arguments."
   },
   {
    "child": "conjugate_variables",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presupposes invariance because the canonical transformation between the two descriptions preserves the underlying physical content.",
    "reason": "Conjugate variables couple two descriptions of a system through a canonical transformation that preserves essential physics or information content while exchanging which features are local. This presupposes invariance: a named feature remaining unchanged under a named family of transformations, with the joint commitment to what is preserved and which operations preserve it. The conjugate transformation preserves the action functional, the commutator structure, or the total signal energy; what is preserved (the invariant) is what makes the two descriptions equivalent for physical purposes despite their different sharpness in different variables."
   },
   {
    "child": "conservation_laws",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conservation laws are the temporal specializations of invariance in which a specified quantity remains unchanged through a system's allowed evolution.",
    "reason": "Invariance names persistence under a specified transformation. A conservation law fixes that transformation to the system's evolution through time and fixes the invariant to an additive or otherwise measurable quantity. The system may redistribute or transform the quantity internally, but its closed-boundary total remains unchanged. Conservation Laws therefore specializes Invariance while adding quantity, boundary, flux-balance, and time-evolution commitments."
   },
   {
    "child": "continuity",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Continuity presupposes invariance because the epsilon-delta condition is the preservation of nearness under the mapping.",
    "reason": "Continuity presupposes invariance because the no-sudden-jumps condition is exactly the claim that a specific feature -- nearness between input points -- is preserved under the application of the mapping. The preimage-of-open-is-open formulation makes this explicit: the topological structure of openness is the named feature, and continuous maps are the family of transformations that preserve it. Without invariance's joint commitment to what-is-preserved and under-which-operations, the continuity condition has no structural content; continuity is topological invariance under the map. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Continuity operates against that background: Smooth change without jumps. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "data_integrity",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Data integrity presupposes invariance because preserving accuracy across the data lifecycle is the preservation of intended content under storage, transmission, and processing operations.",
    "reason": "Data integrity presupposes invariance because the integrity guarantee names a feature -- the data's intended content and internal rules -- that must remain unchanged under the family of transformations data undergoes (writes, reads, transmission, archival, processing). Checksums, signatures, and constraints are the mechanisms that verify invariance under each operation. Without invariance's joint commitment to preserved feature and preserving operations, there is no formal sense in which data is or is not corrupt; integrity is engineered invariance with detection and recovery. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Data Integrity operates against that background: Accuracy and consistency preserved. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "dimensional_analysis",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dimensional analysis presupposes invariance because dimensional homogeneity requires that physical laws hold unchanged under unit-system changes.",
    "reason": "Dimensional analysis presupposes invariance because dimensional homogeneity -- the requirement that both sides of a physical equation share the same dimensional signature -- is exactly the claim that the equation's truth is preserved under the named family of unit-system transformations. The Buckingham pi theorem then exploits this invariance: the dimensionless groups are the invariants of the unit-change group, and the count (n minus k) is the dimension of the invariant subspace. Without invariance's joint specification of preserved feature and preserving operations, dimensional reasoning has no formal warrant."
   },
   {
    "child": "equivalence_principle",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The equivalence principle is a specialization of invariance in which physics is preserved under the local choice of a free-fall frame.",
    "reason": "The equivalence principle is a specialization of invariance in which the preserved feature is the local form of physical law and the family of transformations is the choice of free-fall reference frame within a small region of spacetime. It inherits the general invariance commitment that a named feature remains unchanged under a named family of transformations, and specializes by fixing the preserved feature to special-relativistic physics and the transformations to the local-inertial frames that render gravity undetectable as a force, recast as spacetime curvature."
   },
   {
    "child": "equivariance",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equivariance is a kind of invariance: under a coordinated transformation of input and output, the map's structural relation to the group is preserved.",
    "reason": "Equivariance is the property f(g.x) equals g.f(x), so applying the group action before or after the map gives the same result. The preserved feature is the commutative-square relation between the map and the group action, and it is preserved under the named group of transformations. That is precisely the structure of Invariance, with the preserved feature being relational rather than pointwise. Equivariance specializes invariance to maps whose output transforms in lockstep with the input rather than ignoring the action."
   },
   {
    "child": "frame_problem",
    "parent": "invariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Facts held unchanged under the current action form a constitutive invariant region of every frame-problem solution.",
    "reason": "The frame is precisely the set of represented facts licensed to persist under a transformation while only direct effects and relevant ramifications are recomputed. Invariance supplies an internal constituent: Properties unchanged under transformation. Frame Problem requires that role within this mechanism: After a change, the challenge of bounding which facts now need re-derivation and which persist by default, without re-checking everything. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "gauge_invariance_gauge_symmetry",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gauge invariance is a specialization of invariance whose preserved feature is observable physics and whose transformation group is local gauge transformations.",
    "reason": "Gauge invariance is a specialization of invariance. Specifically, it names the case in which the family of transformations is a local symmetry group acting on unobservable internal degrees of freedom (phase, color, spacetime reparameterization) and the preserved feature is the set of physical observables. Like every invariance claim, it commits jointly to what is preserved and under which operations; gauge invariance is the subclass where the operations form a Lie group acting locally and physical states correspond to entire gauge-equivalence classes rather than individual configurations."
   },
   {
    "child": "half_life",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Half-Life is a kind of invariance: the time to halve a quantity is preserved across all starting amounts for first-order processes.",
    "reason": "Half-life is the time required for a first-order decay process to reduce a quantity to half its initial value, with the defining property that this time is constant regardless of the starting amount. The named feature (the halving time) is preserved under the named family of transformations (rescaling of the initial amount). That is precisely a claim of Invariance. Half-life specializes invariance by fixing the preserved feature as the characteristic halving duration and the transformation as initial-amount rescaling."
   },
   {
    "child": "idempotence",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Idempotence is a specialization of invariance in which the preserved feature is the operation's output and the transformation family is repeated application of the operation.",
    "reason": "Idempotence is a specialization of invariance in which the preserved feature is the result of applying an operation and the transformation family is further applications of the same operation: f(f(x)) equals f(x), so repetition leaves the output unchanged after the first application. It inherits the general invariance commitment that a named feature remains unchanged under a named family of transformations, and specializes by fixing both: the feature is the operation's value and the transformation is self-repetition. This grounds safe retry, replay, and duplicate-tolerance in distributed systems."
   },
   {
    "child": "isomorphism",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Isomorphism presupposes invariance because a structure-preserving bijection is the family of transformations under which the structure is preserved.",
    "reason": "Isomorphism presupposes invariance because the structure-preservation requirement on the bijection -- group operation, graph adjacency, vector-space linearity, topology -- is exactly the joint commitment to a named preserved feature under a named family of transformations. The isomorphism is the transformation, and the preserved structure is what makes it an isomorphism of that kind rather than a mere bijection. Without invariance's framing of preserved-feature-under-operations, there is no criterion separating structure-preserving maps from arbitrary set-bijections. Invariance supplies the prerequisite condition: Properties unchanged under transformation. Isomorphism operates against that background: Structure-preserving mapping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "linguistic_universals",
    "parent": "invariance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linguistic universals is the specific shape invariance takes when structural properties are preserved across the world's languages.",
    "reason": "Linguistic universals is the structurally-particularized form invariance takes in the cross-linguistic case: the preserved feature is the named structural property (e.g., \"every language distinguishes nouns from verbs\"), the transformation group is variation across the ~7,000 languages, and the empirical evidence is the typological sample. It satisfies invariance's joint commitment \u2014 what is preserved under which operations \u2014 particularized to the case where the operations are inter-linguistic comparison and the invariants are the universals themselves."
   },
   {
    "child": "periodicity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Periodicity is Invariance specialized to preservation under displacement by a repeat interval.",
    "reason": "Every instance of the live Periodicity family identifies a value, waveform, state pattern, or statistical structure preserved exactly or within an explicit tolerance when its carrier is displaced by a characteristic interval. That is Invariance with the transformation fixed to discrete translation. Periodicity adds a nonzero period or period set, waveform, phase, frequency, and the distinction between exact, approximate, modulated, and conditional repetition."
   },
   {
    "child": "production_signature",
    "parent": "invariance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Source attribution depends on signature features surviving changes of content, occasion, and output instance while non-signature features vary.",
    "reason": "The producer configuration supplies the preserved property; content changes and repeated productions supply transformations; normalization supplies the test; and signature collapse occurs when the trace no longer survives those transformations or ceases to discriminate producers."
   },
   {
    "child": "renormalization",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Renormalization is a kind of invariance: universal long-distance behavior is preserved across the flow's rescalings at a fixed point.",
    "reason": "Renormalization-group flow drives the effective theory through a space of couplings, and its fixed points are precisely the loci where the theory is unchanged under further rescaling. The universal critical exponents and long-distance behaviors observed across disparate microscopic systems are features preserved under the rescaling transformation. That makes renormalization a specialization of invariance: a named family of transformations (the RG flow) leaves a named feature (the fixed-point physics) unchanged."
   },
   {
    "child": "scale_invariance",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scale invariance is a specialization of invariance whose preserved feature survives the rescaling-by-lambda transformation group.",
    "reason": "Scale invariance is a specialization of invariance. Specifically, it names the case in which the family of transformations is the rescaling group x to lambda-x and the preserved feature is the system's statistical or geometric structure, signaled mathematically by the power-law form f(lambda-x) = lambda-alpha f(x). Like every invariance claim, it commits jointly to what is preserved and under which operations; scale invariance is the subclass where the operations are dilations and the absence of a characteristic scale is what makes the invariance hold."
   },
   {
    "child": "stationarity",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stationarity is a specialization of invariance whose preserved feature is a process's statistical distribution under time (or spatial) translation.",
    "reason": "Stationarity is a specialization of invariance. Specifically, it names the case in which the family of transformations is time-translation (or spatial shifts) and the preserved feature is the statistical structure of the stochastic process -- mean, variance, autocorrelation, higher moments. Like every invariance claim, it commits jointly to what is preserved and under which operations; stationarity is the subclass where individual realizations fluctuate but the generating distribution remains shift-invariant within the asserted window."
   },
   {
    "child": "template_instantiation",
    "parent": "invariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Preservation of the frame and slot semantics across payload substitutions is an internal constituent of template reuse.",
    "reason": "Preservation of the frame and slot semantics across payload substitutions is an internal constituent of template reuse. If the frame changes with every payload, there is no shared template, design-once economy, or cross-instance comparability. parent_in_child"
   },
   {
    "child": "turnover",
    "parent": "invariance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Turnover presupposes invariance because the structural identity of the whole must persist as the named feature preserved under member replacement.",
    "reason": "Turnover presupposes invariance because its defining commitment \u2014 the aggregate form, function, or identity persists while constituents cycle through \u2014 is precisely an invariance claim: structure is preserved under the transformation of member replacement. It inherits invariance's joint specification of what is preserved (the whole's structure) and which transformations preserve it (constituent swap-out and replenishment). Without invariance's preserved-feature apparatus, there would be no persistent whole against which the cycling parts could be measured."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena is a kind of invariance in which long-distance behavior is preserved under changes of microscopic detail.",
    "reason": "Universality in critical phenomena is a specialization of invariance: critical exponents and scaling functions are preserved under variation of microscopic composition, interaction details, and dimensionality (within a class). It inherits invariance's joint specification \u2014 what is preserved (the critical exponents) under what transformations (renormalization-group flow toward a fixed point) \u2014 particularized to the phase-transition case where the relevant transformation group is the family of microscopic perturbations that the fixed point absorbs as irrelevant."
   }
  ],
  "recurrence": [
   {
    "child": "archetype",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Archetype is a kind of recurrence: the same structural template reappears across cultures, media, and historical periods.",
    "reason": "An archetype is identified by its reappearance: the same structural template \u2014 hero, trickster, threshold, transformation \u2014 turns up across cultures, periods, and representational media with regularities audiences recognize. That repeated reappearance of a stable pattern across instances is the defining content of Recurrence. Archetype specializes recurrence by naming the kind of pattern that recurs (a structural template for character, role, or narrative) and the dimension across which it recurs (cultural and historical instantiation)."
   },
   {
    "child": "dynamic_programming",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dynamic programming presupposes recurrence because its decomposition into overlapping subproblems is expressed as a Bellman recurrence relation.",
    "reason": "Dynamic programming solves problems by decomposing them into overlapping subproblems whose solutions are stored and reused, exploiting optimal substructure. This presupposes recurrence: the structural property by which a pattern, condition, or value reappears across iterations, classically formalized as recurrence relations. The Bellman equation is precisely such a recurrence: the optimal value at stage n is a function of optimal values at smaller subproblems. Both memoization and tabulation are mechanisms for exploiting the reappearance of the same subproblem; without recurrence as the structural reason that the same subproblems recur, DP's caching strategy yields no speedup."
   },
   {
    "child": "exponentiation",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exponentiation presupposes recurrence because repeated multiplication is the iterated application of a constant-ratio rule across steps.",
    "reason": "Exponentiation presupposes recurrence because b to the n is generated by reapplying multiplication-by-b at each step, exactly the structural recurrence x_{n+1} = b*x_n whose closed form is exponential. The constant-ratio-between-successive-values signature that distinguishes exponential from linear growth is a recurrence relation. Without recurrence's pattern of values reappearing across iterations under an identifiable rule, the per-step proportional growth has no generating structure; exponentiation is the family of solutions to the simplest multiplicative recurrence. Recurrence supplies the prerequisite condition: The property by which a state, event, or value reappears across time or iterations because the present state depends on prior states, distinct from mere repetition by its measurable lag structure. Exponentiation operates against that background: Repeated multiplication scaling. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "fractal_geometry",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fractal geometry presupposes recurrence because scale-invariant self-similar structure is recurrence operating across scales rather than time.",
    "reason": "Fractal geometry studies sets whose detail repeats, exactly or statistically, across scales, with non-integer dimension quantifying space-filling roughness. This presupposes recurrence: the structural property by which a pattern, condition, or value reappears across iterations or instances. Self-similarity is recurrence operating along the scale axis rather than the time axis: zooming in reproduces, exactly or statistically, the same form. The recursive generating rules that produce Mandelbrot sets and the statistical scale-invariance of coastlines both rely on the same reappearance-of-pattern structure that recurrence names as foundational."
   },
   {
    "child": "half_life",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Half-life presupposes recurrence because halving repeats at constant intervals, producing a recurrent equal-spacing pattern across the decay trajectory.",
    "reason": "Half-life presupposes recurrence because its defining property is that for a first-order process the time to halve recurs with constant value regardless of starting amount: each successive halving event takes the same characteristic time. Recurrence supplies the general structural pattern of reappearance with predictable spacing across time, iterations, or instances; half-life is a quantitative parameter of one particular recurrence pattern (the geometric sequence of halvings) that characterizes any exponentially decaying process and lets one infer remaining quantity from elapsed time."
   },
   {
    "child": "locality_of_reference",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Locality of reference is a kind of recurrence in which recently or nearby accessed items reappear with predictable frequency.",
    "reason": "Locality of reference is a specialization of recurrence: it asserts that access events reappear across time (temporal locality: recently-used items return soon) and space (spatial locality: items near a used one are used next). It inherits recurrence's structural commitment that patterns reappear with predictable spacing, particularized to the access-distribution domain. The working-set phenomenon is precisely the autocorrelated-recurrence signature in which past usage predicts future usage at non-uniform rates."
   },
   {
    "child": "mere_exposure_effect",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The mere exposure effect presupposes recurrence because the liking shift only emerges after a stimulus reappears across multiple encounters.",
    "reason": "The mere exposure effect is the empirical pattern that repeated encounters with a stimulus produce positive attitudinal change, with liking growing roughly logarithmically in the number of exposures. The phenomenon presupposes recurrence as its enabling structure: a single one-shot encounter cannot produce the effect. Recurrence \u2014 the structural property by which a pattern or event reappears across instances, often with predictable spacing \u2014 is exactly what the repetition counts on. The dose-response curve operates on the recurrence pattern, so mere exposure cannot function without reappearance as its substrate."
   },
   {
    "child": "motif",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Motif = recurrence PLUS variation-under-invariance (equivalence class under a permitted-transformation group) and cumulative significance.",
    "reason": "Motif = recurrence PLUS variation-under-invariance (equivalence class under a permitted-transformation group) + cumulative significance. Identical return is repetition, not motif; motif is the enriched specialization of recurrence."
   },
   {
    "child": "pattern_in_design",
    "parent": "recurrence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern in design is the specific shape recurrence takes when motifs are deliberately arranged to repeat across a surface or sequence.",
    "reason": "Pattern in design is the structurally-particularized form recurrence takes in the aesthetic-design case: the recurring unit is the motif, the predictable spacing is set by the compositional grid or rhythm, and the trigger is the designer's systematic placement. It inherits recurrence's structural property of pattern reappearance with predictable structure, particularized to the intentional-arrangement case where repetition is orchestrated with controlled variation rather than merely observed in natural data."
   },
   {
    "child": "renewal_process",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A renewal process is recurrence specialized by reset events and distributed interarrival times.",
    "reason": "A renewal process is recurrence specialized by reset events and distributed interarrival times. The parent supplies the genus and can occur without the child; the child preserves that structure while adding commitments the parent does not require."
   },
   {
    "child": "rhythm",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rhythm is a specialization of recurrence that organizes repeated events into accented hierarchical patterns generating expectation.",
    "reason": "Rhythm is a specialization of recurrence. Specifically, it instantiates the pattern-reappearance-across-time structure with the additional commitment that the repetitions are organized into accented groups laid over a recurring frame, so that each event is heard as strong or weak, on-time or displaced, against the established expectation. Like other recurrences, it has identifiable spacing and triggers; rhythm is the subclass where the repetition becomes a parsing structure for time, with information carried in how stresses confirm or violate the recurrent template."
   },
   {
    "child": "ritual",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a kind of recurrence in which symbolic performative actions reappear at predictable intervals or in response to identifiable triggers.",
    "reason": "Ritual is a specialization of recurrence: rule-governed performative activity that reappears across time on prescribed occasions, with the periodicity and triggers being constitutive of the practice rather than incidental. It inherits recurrence's structural property that a pattern or event reappears with predictable spacing or trigger-response structure, particularized to symbolically-charged human performance. The transformative and traditional dimensions of ritual rest on the recurrence pattern: efficacy accumulates only because the form is repeated."
   },
   {
    "child": "synchronization",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specific kind of recurrence where multiple oscillating processes align so events co-occur with stable phase relations.",
    "reason": "Synchronization is a specialization of recurrence. The general pattern is the property by which an event or value reappears across time, often with predictable spacing. Synchronization instantiates this with multiple oscillating or repeating processes whose individual recurrences become phase-locked to each other or to a common forcing signal; the recurring events are pulled into temporal alignment by local coupling or shared driver. It is recurrence operating across coupled oscillators rather than within a single process, producing the joint reappearance pattern that gives firefly flashing and circadian entrainment their structure."
   },
   {
    "child": "system_archetypes",
    "parent": "recurrence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "System archetypes are a kind of recurrence in which the same feedback-loop structures reappear across diverse domains producing characteristic behavior.",
    "reason": "System archetypes is a specialization of recurrence: the same nine patterns (Limits to Growth, Shifting the Burden, Tragedy of the Commons, etc.) reappear across organizations, ecology, markets, and international relations because identical underlying loop structures generate identical characteristic dynamics. It inherits recurrence's structural property \u2014 pattern reappearance across instances with predictable behavior \u2014 and particularizes it to the feedback-topology case where what recurs is a stock-and-flow signature rather than a token event."
   },
   {
    "child": "turnover",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Turnover presupposes recurrence because the persistence-amid-replacement pattern is the recurrent reappearance of role-fillings as individuals cycle through.",
    "reason": "Turnover presupposes recurrence because what makes turnover a coherent structural phenomenon is that the slots, roles, or aggregate forms of the system reappear across time while the occupants change. Without recurrence's pattern of reappearance across iterations or instances, there is no persistent whole against which member-flux can be measured as turnover. The rate at which parts are swapped is meaningful only relative to a recurrent structural template that survives the swap, making turnover a recurrence-of-structure layered over change-of-substance."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "recurrence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-Foundedness presupposes Recurrence: descending chains and induction take meaning only against repeated reapplication of a step.",
    "reason": "Well-foundedness is the property that every non-empty subset of a relation has a minimal element and no infinite descending chain exists, the structural guarantee that recursive reapplication of a step must terminate. That guarantee is defined relative to Recurrence \u2014 the repeated reappearance of a process or value across iterations or instances \u2014 because well-foundedness governs precisely how such repetition behaves. Without the recurrence pattern there is no descending chain to bound and well-foundedness has no content to assert."
   }
  ],
  "schema": [
   {
    "child": "archetype",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Archetype is a specialization of schema that supplies a recurrent narrative or character template instantiable across cultural surfaces.",
    "reason": "Archetype is a specialization of schema. Specifically, it instantiates the type-level-representation-with-slot-structure pattern in the cultural-narrative subclass: defining traits, relations, and functions (Hero's journey beats, Trickster's transgression, Mentor's transmission) form the schema's structural core, while particular characters fill the variable roles. Like other schemas, it guides perception, interpretation, and memory of category instances; archetypes are the subclass whose template recurs across cultures and media with sufficient regularity to be recognized rapidly without explicit instruction."
   },
   {
    "child": "memory_palace_method_of_loci",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The memory palace is a specialization of schema in which the spatial schema of a familiar route serves as a structured scaffold for binding items to locations.",
    "reason": "The memory palace is a specialization of schema in which the schema deployed is specifically a familiar spatial route, with its sequenced locations providing pre-built slots into which items-to-remember are imaginatively placed. It inherits the general schema commitment of a type-level cognitive structure with slots, default values, and expected relations that scaffold encoding and retrieval. Its specialization is to fix the schema's slots to spatial locations along a well-known path and to bind discrete content through vivid multisensory associations that exploit the route's pre-existing organization."
   },
   {
    "child": "schema_bounded_blind_spot",
    "parent": "schema",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A schema-bounded blind spot requires a schema whose finite prompts or categories determine which cases can be generated for consideration.",
    "reason": "Schema supplies the finite organizing and eliciting structure. The child adds the open target space, the consequential case outside the schema's expressive coverage, and the false-completeness effect created by diligent use within it."
   },
   {
    "child": "script",
    "parent": "schema",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A script is 'the specifically temporally-and-causally ordered SCHEMA'; a schema is the generic slot-and-filler bundle that may or may not be ordered.",
    "reason": "A script is 'the specifically temporally-and-causally ordered SCHEMA'; a schema is the generic slot-and-filler bundle that may or may not be ordered. Script inherits schema's slot machinery and adds ordered sequence and breach-on-next-step. Genus=schema. Schema supplies the genus: Structured knowledge framework. Script preserves that general structure while adding its differentia: A stored representation of a familiar situation as a temporally and causally ordered sequence of events with role-slots, props, and conditions, against which encounters are interpreted and deviations detected as breaches. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "criteria_of_individuation": [
   {
    "child": "aspectual_individual",
    "parent": "criteria_of_individuation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Treating an entity-under-an-aspect as a distinct bearer presupposes rules for sameness, difference, counting, and persistence.",
    "reason": "Aspectual Individual claims that a base and the same base under a fixed aspect are distinct countable bearers with different existence conditions. That claim cannot be stated without prior criteria deciding what counts as one entity, when two presentations remain the same base, and what persistence conditions belong to the derived bearer. Criteria of Individuation supplies those rules without collapsing the occupied-aspect bearer into a mere role."
   },
   {
    "child": "identity_providing_kind",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identity-Providing Kind is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Identity-Providing Kind preserves that general structure while adding its differentia: A category whose membership fixes what it takes for an instance to remain the same instance over time, supplying persistence criteria rather than a temporary description. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "identity_test",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identity Test is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Identity Test preserves that general structure while adding its differentia: The rule that decides, in a given system, when two presentations refer to the same entity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "unity_test",
    "parent": "criteria_of_individuation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Unity Test is a specialization of Criteria of Individuation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Criteria of Individuation supplies the genus: The rules a system fixes for what makes something one entity \u2014 when parts compose a single whole, when two presentations are the same entity, and which kind supplies a thing's persistence \u2014 together constituting its inventory of countable individuals. Unity Test preserves that general structure while adding its differentia: The rule that decides, in a given system, when a collection of parts counts as one whole rather than many. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "network": [
   {
    "child": "associative_memory",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Associative memory presupposes network because content-addressable retrieval through proximity in representational space requires a connection pattern over storage units.",
    "reason": "Associative memory stores and retrieves items by content rather than by separate address, with proximity in representational space driving recall. Hopfield made this precise as a network of symmetrically coupled units settling into stored patterns as fixed-point attractors of an energy function. This presupposes network: a set of entities with pairwise connections studied at the level of connection pattern, where structure carries enough explanatory power to predict flows, reachability, and dynamics. Without the coupling pattern among units supplying the attractor landscape, content-addressed retrieval has no mechanism."
   },
   {
    "child": "cascade",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cascade presupposes Network: sequential propagation requires a connection pattern through which state changes can travel from element to element.",
    "reason": "A cascade is the propagation of a state change from one element to coupled neighbors, which then trigger theirs, until exhaustion or damping stops the chain. The propagation can occur only over a set of pairwise connections that carries the disturbance \u2014 a Network. Without a connection pattern there is no path along which the chain advances, so cascade presupposes network as the structural substrate over which sequential transmission runs and whose topology shapes the cascade's reach and shape."
   },
   {
    "child": "client_server_model",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The client-server model is 'a directed topology laid over a network' \u2014 a network supplies nodes/edges, client-server adds initiation/addressability/multiplexing/capability asymmetries.",
    "reason": "The client-server model is 'a directed topology laid over a network' \u2014 a network supplies nodes/edges, client-server adds initiation/addressability/multiplexing/capability asymmetries. It presupposes the network substrate. Network supplies the prerequisite condition: Models interactions between components. Client Server Model operates against that background: An asymmetric request-response relation in which one party holds a capability and many others initiate to consume it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "connectedness",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A network is the substrate \u2014 elements plus relations; connectedness is one PROPERTY of that substrate (is it one piece?).' It presupposes the network of elements-and-relations and reads only the reachability partition.",
    "reason": "'A network is the substrate \u2014 elements plus relations; connectedness is one PROPERTY of that substrate (is it one piece?).' It presupposes the network of elements-and-relations and reads only the reachability partition. Network supplies the prerequisite condition: Models interactions between components. Connectedness operates against that background: A whole that cannot be split into parts with no relation crossing between them. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "cross_impact_analysis",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cross-impact analysis is the specific shape network takes when nodes are future events or factors and edges are pairwise influence relations.",
    "reason": "Cross-impact analysis is the specific shape network takes when the entities are future events, trends, or factors within a bounded set and the connections are pairwise influence relations \u2014 how the occurrence or strengthening of one factor raises, lowers, or leaves unchanged the probability of another. It is a structurally-particularized instance of studying entities through their connection pattern, with the added commitments that connections are typically encoded in a cross-impact matrix and that the analytical payoff is aggregate trajectory adjustment accounting for all pairwise interactions, surfacing systemic effects single-factor analysis misses."
   },
   {
    "child": "cut",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A cut is a vertex-bipartition-plus-crossing-edges object DEFINED ON a network/graph; it presupposes a relational network.",
    "reason": "A cut is a vertex-bipartition-plus-crossing-edges object DEFINED ON a network/graph; it presupposes a relational network. 'a relational network... the bipartition... the crossing-edge set.'. Network supplies the prerequisite condition: Models interactions between components. Cut operates against that background: A partition of a network's vertices and the crossing edges, converting global connectivity into a local edge-set. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "cycle",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cycle presupposes Network, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Network supplies the prerequisite condition: Models interactions between components. Cycle operates against that background: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "directed_acyclic_graph",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A DAG is a specific KIND of network/graph \u2014 directed edges plus a global no-return (acyclicity) constraint.",
    "reason": "A DAG is a specific KIND of network/graph \u2014 directed edges plus a global no-return (acyclicity) constraint. A specialization of the general network with the added direction + acyclicity invariants."
   },
   {
    "child": "hierarchy",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hierarchy is the restricted kind of Network whose edges impose asymmetric, transitive levels rather than an unrestricted connection pattern.",
    "reason": "The Hierarchy and Network dossiers independently state this genus relation. Every hierarchy has nodes and edges whose pattern is first-class; the child adds an antisymmetric level order, direction-sensitive cross-level flow, and a tree-to-DAG-to-heterarchy restriction axis."
   },
   {
    "child": "network_broker_role",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A positional property OF a network \u2014 presupposes a network substrate (nodes/ties with a source side and receiver side).",
    "reason": "A positional property OF a network \u2014 presupposes a network substrate (nodes/ties with a source side and receiver side). Network supplies the prerequisite condition: Models interactions between components. Network Broker Role operates against that background: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "network_flow_models",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network flow models presupposes network because flows, capacities, and conservation are defined on the underlying graph of nodes and connections.",
    "reason": "Network flow models route resources through graphs with capacitated directed edges subject to flow conservation at internal nodes, optimizing total flow or cost. The entire formulation requires a connection pattern as its substrate: nodes for junctions, edges for routes, and the topology that determines reachability and bottlenecks. Without a network as a first-class object \u2014 entities together with pairwise connections \u2014 there would be no graph over which to define capacities, no conservation constraints to write, and no specialized algorithms exploiting the network structure to invoke."
   },
   {
    "child": "network_traversal",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network traversal presupposes a network because its visitable states and permitted next steps are defined by nodes and edges in an underlying relational structure.",
    "reason": "A traversal requires a node set and an adjacency relation that determine what may be visited next. Network supplies that possibility structure. Traversal adds seeds, a frontier policy, visit-state bookkeeping, and a stopping rule; it is therefore a process operating on a network rather than a kind of network or one constituent inside every network."
   },
   {
    "child": "path",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A path is one COMMITTED realization of a connection through the underlying relational substrate (a network)...",
    "reason": "'A path is one COMMITTED realization of a connection through the underlying relational substrate (a network)... the path's leverage comes entirely from holding the realized route apart from the possibility structure.' A path presupposes a network to traverse. Network supplies the prerequisite condition: Models interactions between components. Path operates against that background: An ordered, traversable sequence of edges connecting one node to another through a relational structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "percolation_threshold",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Defined on a network substrate of linkable sites; presupposes network (the relevant object is the connectivity graph).",
    "reason": "Defined on a network substrate of linkable sites; presupposes network (the relevant object is the connectivity graph). Network supplies the prerequisite condition: Models interactions between components. Percolation Threshold operates against that background: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "social_capital",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social capital is the specific shape network takes when the connection pattern itself functions as a productive resource for the connected actors.",
    "reason": "Social capital is the specific shape network takes when the entities are persons or groups and the connection pattern \u2014 the ties, their density, their bridging or bonding character \u2014 operates as a productive resource enabling actions infeasible for isolated actors. It is a structurally-particularized instance of the connection pattern carrying explanatory power independent of the entities, with the added commitment that the pattern's value is measured in what it enables: information flow, mutual support, credit without collateral, coordinated action. The resource inheres in ties, not in nodes, so an individual's access depends on position."
   },
   {
    "child": "systemic_risk",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes network because cascading whole-system failure depends on the topology and coupling of interconnected components.",
    "reason": "Systemic risk is the structural pattern in which one component's failure, propagated through tight interconnections, threatens the whole \u2014 so the relevant risk is a property of the system's topology and coupling, not of any component alone. The diagnosis only makes sense against a network: a set of entities with pairwise connections whose structure governs reachability, cascade dynamics, and correlated failure modes. Without the network as a first-class object of analysis, there would be no coupling pattern through which local shocks could propagate and no topology distinguishing fragile from robust configurations."
   },
   {
    "child": "systems_thinking",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes network because shifting analysis from elements to relationships and feedback requires viewing the system as a connection pattern.",
    "reason": "Systems thinking is the stance that behavior of a whole is governed by relationships and feedback among its parts rather than by parts in isolation, requiring modeling of interconnection, delay, and circular causation. The stance presupposes that the system can be represented as a connection pattern where structure carries explanatory power \u2014 entities together with pairwise links whose topology governs flows and dynamics. Network supplies precisely that first-class object. Without networks as a substrate of relationships-as-the-unit-of-analysis, systems thinking's shift from elements to interconnections would have no formal target to model."
   },
   {
    "child": "task_interdependence",
    "parent": "network",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Task interdependence is the specific shape network takes when the nodes are tasks and the edges are workflow couplings of inputs, outputs, and resources.",
    "reason": "Task interdependence is the workflow-particularized form network takes: the entities are tasks and the connections are the dependencies through which one task's outputs, resources, or decisions feed another. Where network names a set of entities with pairwise connections studied at the level of connection pattern generally, task interdependence fixes the node type (tasks), the edge type (input-output, resource, information dependencies), and the analytic focus (Thompson's pooled-sequential-reciprocal typology) \u2014 a particular shape of network structure in work systems."
   },
   {
    "child": "teleconnection",
    "parent": "network",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A teleconnection is a kind of network relation in which distant nodes co-vary because both participate in a shared global mechanism.",
    "reason": "A teleconnection is a specialization of network: the persistent statistical or dynamical link between spatially separated regions is precisely an edge in a network whose topology connects nodes that are not in direct local contact, with the connection mediated by a shared global process. It inherits network's commitment that structure \u2014 who is connected to whom, with what weights and directions \u2014 carries explanatory power, particularized to the climatic and geographic case where the link is non-local but persistent."
   },
   {
    "child": "weak_ties",
    "parent": "network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Weak ties presupposes network because bridging value across structural holes is only definable against a connection pattern with clusters and gaps.",
    "reason": "Weak ties names the disproportionate value of low-intensity links that span otherwise-separated clusters in a connection structure. The very claim that a tie is a bridge requires a network in which there are distinct clusters, structural holes between them, and paths whose reachability depends on which links exist. Without the connection pattern as a first-class object \u2014 who is connected to whom, with cluster density and gap structure \u2014 there is no distinction between redundant within-cluster links and bridging between-cluster links for weak ties to exploit."
   }
  ],
  "search_and_retrieval": [
   {
    "child": "associative_memory",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associative memory is a specialization of search and retrieval in which the access key is the stored content itself rather than a separate address.",
    "reason": "Associative memory is a specialization of search and retrieval in which storage and lookup are content-addressable: stored items are accessed through cues sharing their representational space, so a partial or noisy cue retrieves the full or linked item. It inherits the general search-and-retrieval commitment of locating relevant items from a larger store under speed and accuracy constraints, and specializes by collapsing the key-versus-address distinction: similarity in the representation space drives recall, with energy-function attractors making nearby cues converge onto stored patterns."
   },
   {
    "child": "backtracking",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Backtracking is a disciplined SEARCH strategy (a navigated decision tree with rollback); a specialization of the general search problem.",
    "reason": "Backtracking is a disciplined SEARCH strategy (a navigated decision tree with rollback); a specialization of the general search problem. Search and Retrieval supplies the genus: Locate and extract information. Backtracking preserves that general structure while adding its differentia: Extend a partial solution one step at a time and reverse the most recent commitment as soon as a constraint proves it cannot succeed, preserving earlier work. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "category_retrieval_lock_in",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific PATHOLOGY of search_and_retrieval \u2014 the compression that makes routine retrieval cheap is what obstructs novel retrieval.",
    "reason": "A specific PATHOLOGY of search_and_retrieval \u2014 the compression that makes routine retrieval cheap is what obstructs novel retrieval. It presupposes a retrieval/indexing infrastructure. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Category Retrieval Lock In operates against that background: A category label that made routine retrieval cheap obstructs novel re-use, because the retrieval infrastructure has compiled the label in place of the property list. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "exemplar_retrieval",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'sharper than generic search \u2014 the retrieved item becomes the ANSWER TEMPLATE for a new case.' Exemplar retrieval is search put to work as a categorisation architecture; search_and_retrieval is the genus.",
    "reason": "'sharper than generic search \u2014 the retrieved item becomes the ANSWER TEMPLATE for a new case.' Exemplar retrieval is search put to work as a categorisation architecture; search_and_retrieval is the genus. Search and Retrieval supplies the genus: Locate and extract information. Exemplar Retrieval preserves that general structure while adding its differentia: Answering by reaching for the closest stored case and reusing its response, rather than applying an abstracted rule \u2014 the history itself is the model. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "index",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Not search_and_retrieval \u2014 search is the ACT; an index is a pre-built side structure that makes certain searches fast.' An index presupposes a retrieval setting it accelerates; it is the apparatus-for-retrieval, not the retrieval activity.",
    "reason": "'Not search_and_retrieval \u2014 search is the ACT; an index is a pre-built side structure that makes certain searches fast.' An index presupposes a retrieval setting it accelerates; it is the apparatus-for-retrieval, not the retrieval activity. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Index operates against that background: An auxiliary key-to-location table that makes lookup fast at the cost of maintenance. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "information_scent",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information scent is the cue-guided traversal mechanism within search that applies when the space is too large to enumerate and the goal is not directly perceptible.",
    "reason": "Information scent is the cue-guided traversal mechanism within search that applies when the space is too large to enumerate and the goal is not directly perceptible. 'the cue-guided traversal mechanism within search,' absent in exhaustive enumeration and direct retrieval. Presupposes the search-and-retrieval problem. Search and Retrieval supplies the prerequisite condition: Locate and extract information. Information Scent operates against that background: An agent navigates a partially-known space by reading local cues at decision points that predict the value of going further, with cue-destination correlation governing traversal efficiency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "spatial_indexing",
    "parent": "search_and_retrieval",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific organization that makes POSITION/REGION queries output-sensitive (via metric embedding) \u2014 a specialization of the general search_and_retrieval problem.",
    "reason": "The specific organization that makes POSITION/REGION queries output-sensitive (via metric embedding) \u2014 a specialization of the general search_and_retrieval problem. Search and Retrieval supplies the genus: Locate and extract information. Spatial Indexing preserves that general structure while adding its differentia: Organizing items by position in a space so retrieval, neighborhood, and range queries become geometric and output-sensitive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "streetlight_effect",
    "parent": "search_and_retrieval",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The Streetlight Effect presupposes Search and Retrieval because the distortion is defined over where a query, investigation, or diagnostic search allocates effort.",
    "reason": "Without a sought object, a search space, and some traversal or evidence acquisition process, there is no allocation that observability can bias. Search and Retrieval supplies that process; the child adds a systematic cost-driven mismatch between the region searched and the region relevant."
   }
  ],
  "symmetry": [
   {
    "child": "associativity",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Associativity is a kind of symmetry: the regrouping transformation leaves the result of a binary operation unchanged.",
    "reason": "Associativity says that (a o b) o c equals a o (b o c) for all elements, so the result is unchanged under the transformation that regroups the parenthesization. That is the precise algebraic claim of symmetry: invariance under a specified group of transformations, here the regrouping action on operand strings. Associativity specializes symmetry by fixing the operation as a binary combiner and the preserved feature as the value of finite combinations independent of grouping."
   },
   {
    "child": "asymmetry",
    "parent": "symmetry",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asymmetry and symmetry are interdefinable structural complements \u2014 each is precisely what the other is not under a stated transformation.",
    "reason": "Symmetry and asymmetry are interdefinable complements: symmetry is invariance under a named transformation group (the swap-test passes), while asymmetry is the failure of invariance under the same swap (the swap-test fails). Neither is prior; each is the structural negation of the other relative to a specified operation, and the diagnostic for one is the diagnostic for the other inverted. The framing depends on naming the transformation; once named, the two faces \u2014 preserved vs. not preserved \u2014 exhaust the possibilities. Asymmetry is defined as follows: Directed imbalance in a relation whose two sides are not interchangeable under swap. Symmetry is defined as follows: Invariance under transformation. Each identity supplies a contrast or condition needed to state the other. Making either endpoint foundationally prior would discard that co-definition, so the relation is mutual and remains outside the acyclic directed topology."
   },
   {
    "child": "commutativity",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commutativity is a specialization of symmetry in which the transformation group permutes the operands of a binary operation.",
    "reason": "Commutativity is a specialization of symmetry in which the symmetry group is the swap of operands and the operation is left invariant under that swap: a circ b equals b circ a for all operands. It inherits the general symmetry commitment that a system is invariant under a specified group action, and specializes by fixing the group to the two-element permutation of operands of a binary operation. When this swap symmetry holds, sequencing collapses one dimension and unlocks reordering, parallelization, and algebraic manipulations unavailable in non-commutative settings."
   },
   {
    "child": "conjugate_variables",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presupposes symmetry because the canonical transformation mediating between the two complementary descriptions is a symmetry of the underlying physics.",
    "reason": "Conjugate variables couple two complementary descriptions of a system via a canonical transformation or integral transform that preserves the essential physics while exchanging which features are local. This presupposes symmetry: invariance under a specified group of transformations, with the algebraic commitment that the stated transformation leaves the system unchanged in a specified sense. The canonical transformation is precisely such a structure-preserving group action on phase space; the Fourier kernel is a unitary transformation preserving total content. Without symmetry's transformation-group framework, the equivalence between conjugate descriptions has no algebraic substrate."
   },
   {
    "child": "equivalence_principle",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The equivalence principle is a specific kind of symmetry, the local indistinguishability of gravitational and inertial acceleration.",
    "reason": "The equivalence principle is a specialization of symmetry. The general pattern is invariance under a specified group of transformations, with the algebraic commitment that the transformation leaves the system unchanged in a specified sense. The equivalence principle instantiates this with the transformation being the choice between an accelerated frame and a free-fall frame in a gravitational field: physics in a sufficiently small region is indistinguishable across the two. The local invariance under frame change is the symmetry; Einstein elevated it to the founding principle of general relativity by deriving spacetime curvature from this exact symmetry requirement."
   },
   {
    "child": "equivariance",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equivariance is a specialization of symmetry that requires the map to commute with the group action rather than be fixed by it.",
    "reason": "Equivariance is a specialization of symmetry. Specifically, it instantiates the transformation-group structure by tying two group actions -- one on the input, one on the output -- through a map satisfying f(g.x) = g.f(x). Like every symmetry claim, it specifies a group of transformations and how the system responds; equivariance is the subclass where the response is to transform-in-lockstep rather than to remain fixed (which would be invariance). The map respects the symmetry without being annihilated by it."
   },
   {
    "child": "gauge_invariance_gauge_symmetry",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Gauge invariance is a specific kind of symmetry where the invariance is under a group of local transformations of unobservable internal degrees of freedom.",
    "reason": "Gauge invariance is a specialization of symmetry. The general pattern is invariance of a system under a specified group of transformations: applying the action leaves the system unchanged in a specified sense. Gauge invariance instantiates this with the transformation group acting locally on unobservable internal degrees of freedom (phase, color index, reparameterization), so physical observables correspond to equivalence classes under the action. The structural commitment is precisely symmetry's algebraic claim, with the particular feature that the group action is local and the invariant content is the gauge-equivalence class."
   },
   {
    "child": "impartiality",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Impartiality is the specific shape symmetry takes when the transformation group is permutation of party identities applied to treatment.",
    "reason": "Impartiality is a structurally-particularized instance of symmetry, where the transformation group is the permutation of party identities and the object held invariant is the treatment, judgment, or allocation. Once a line is drawn between relevant features and irrelevant identity features, impartiality asserts that swapping the identities of the parties leaves the outcome unchanged. The general algebraic pattern of invariance-under-a-named-group takes on its ethical-political form here, with identity as the action and like-treatment as the invariant."
   },
   {
    "child": "inversion",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inversion is a specific kind of symmetry, reversing a relation or sequence while preserving some underlying equivalence.",
    "reason": "Inversion is a specialization of symmetry. The general pattern is invariance under a specified group of transformations, with the algebraic commitment that the transformation leaves a stated feature unchanged. Inversion instantiates this with the transformation being reversal (of a relation, sequence, or dependency chain), and the preserved feature being some underlying element or equivalence (composition with the inverse returns the identity). Jacobi's invert-always-invert heuristic exploits the fact that the inversion transformation belongs to the symmetry group of the structure, so working in the inverted regime is mathematically equivalent for many purposes."
   },
   {
    "child": "noether_s_theorem",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Noether's theorem presupposes a continuous symmetry of the action from which it derives a conserved current.",
    "reason": "A continuous symmetry of the action is an explicit input to Noether's theorem. The theorem adds the correspondence to a conservation law; it is not itself a kind of symmetry. Its existing least-action prerequisite is retained as a separate parent."
   },
   {
    "child": "reciprocity",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reciprocity is the specific shape symmetry takes when actions in an ongoing relationship are returned in kind across parties.",
    "reason": "Reciprocity is the specific shape symmetry takes when the invariance is between actions and their returns within a social relationship: help is met with help, harm with harm, contribution with contribution. It is a structurally-particularized instance of transformation-group invariance, where the transformation is the role-swap between giver and receiver and the property preserved is the kind or magnitude of the action. The added commitment is that the symmetry is enforced across time through expectations and norms rather than as an instantaneous geometric balance, and that violations carry social consequences ranging from withdrawal to retaliation."
   },
   {
    "child": "rule_of_law",
    "parent": "symmetry",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rule of law is the specific shape symmetry takes when the transformation group is permutation of legal subjects and the invariant is rule-treatment.",
    "reason": "Rule of law is the specific shape symmetry takes when the system is a legal order and the transformation group is permutation across legal subjects (and the rule-maker themselves). The defining commitment that the same rule yields the same treatment independent of identity, rank, or power is exactly invariance under the swap-of-persons transformation -- the symmetry of equal application. The reflexive self-binding of rule-generating elements extends the symmetry to include the legislator and enforcer within the same group, making the order symmetric under the broadest permutation of legal agents. After the law_governance frame is stripped away, the retained structural roles are those of Symmetry: Invariance under transformation. Rule of Law adds the local frame and commitments expressed in its identity: No element of a system is exempt from its governing rules, including the element that generates or enforces them. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "scale_invariance",
    "parent": "symmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scale Invariance is a kind of symmetry: structure is preserved under the rescaling transformation x -> lambda x.",
    "reason": "Scale invariance is the property that a system, structure, or distribution is unchanged under dilation x -> lambda x, reflecting the absence of a characteristic scale. That is precisely a symmetry claim: invariance of a named feature under a specified group of transformations, here the multiplicative group of rescalings. Scale invariance specializes symmetry by fixing the relevant group as rescaling and the preserved feature as the system's statistical or geometric structure across length, time, or energy scales."
   },
   {
    "child": "symmetry_breaking",
    "parent": "symmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Symmetry breaking presupposes symmetry because the phenomenon is precisely the gap between symmetric governing laws and an asymmetric state.",
    "reason": "Symmetry breaking presupposes symmetry because the phenomenon is defined as a system whose governing laws possess a symmetry yet whose actual state does not share it. Without symmetry's prior identification of the transformation group under which the laws are invariant, there is nothing to break: the broken-versus-unbroken distinction requires the symmetric reference, and the degenerate ground states among which the system selects are symmetry-related by the very group whose action is broken at the state level."
   }
  ],
  "epistemic_mode_of_a_proposition": [
   {
    "child": "assumption",
    "parent": "epistemic_mode_of_a_proposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Assumption is a specialization of Epistemic Mode Of A Proposition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Epistemic Mode Of A Proposition supplies the genus: The same proposition can be held in different epistemic modes \u2014 asserted-fact, assumption, axiom, hypothesis, premise, belief, conjecture \u2014 and the mode, independent of the content, gates which operations are licensed on it: you may provisionally rely on an assumption, must test a hypothesis, cannot refute an axiom within its system, must discharge a premise. Assumption preserves that general structure while adding its differentia: A proposition treated as true for the purposes of some reasoning without being currently demonstrated within it, forming the load-bearing layer between what is given and what is concluded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "axiom",
    "parent": "epistemic_mode_of_a_proposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Axiom is a specialization of Epistemic Mode Of A Proposition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Axiom is another single mode (foundationally-true-within-a-system, do-not-refute-from-within). One value of the mode dimension. Epistemic Mode Of A Proposition supplies the genus: The same proposition can be held in different epistemic modes \u2014 asserted-fact, assumption, axiom, hypothesis, premise, belief, conjecture \u2014 and the mode, independent of the content, gates which operations are licensed on it: you may provisionally rely on an assumption, must test a hypothesis, cannot refute an axiom within its system, must discharge a premise. Axiom preserves that general structure while adding its differentia: A claim a system declines to derive \u2014 a load-bearing starting point accepted without proof so that the rest of the structure can be built on top of it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "accumulation": [
   {
    "child": "asymmetric_flux",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The selective boundary's residual net transport creates a constitutive Accumulation on the favored side.",
    "reason": "Remove the build-up and the pattern reduces to unequal transport coefficients rather than Asymmetric Flux's defining puzzle: a quantity piles up even under apparently symmetric forcing until a sink, saturation, or back-pressure limits it."
   },
   {
    "child": "bioaccumulation",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Progressive concentration of a substance = a stock integrating uptake minus clearance; the biological instance of the stock-flow integral.",
    "reason": "Progressive concentration of a substance = a stock integrating uptake minus clearance; the biological instance of the stock-flow integral. Add accumulation as a parent; keep aggregation;asymmetry;flow."
   },
   {
    "child": "biofouling",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Biofouling is a specialization of Accumulation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Accumulation supplies the genus: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Biofouling preserves that general structure while adding its differentia: Opportunistic matter accumulates at a working interface, charging a cost for occupation, not activity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "blockage_release_dynamics",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains growth of a stored upstream load as net inflow exceeds outflow.",
    "reason": "Without the time-integrated stock behind the barrier, release magnitude cannot exceed the original flow rate and the defining deferred peak disappears. Accumulation supplies an internal constituent: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "layered_accumulation",
    "parent": "accumulation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered Accumulation is a specialization of Accumulation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Accumulation supplies the genus: A stock grows or shrinks as the time-integral of its net inflow minus outflow, so stocks and flows live on different objects and cannot be equated. Layered Accumulation preserves that general structure while adding its differentia: Sequential time-ordered deposition in which each new layer rests atop the prior ones, so the position of a layer encodes when it formed and the stack becomes a readable record of history. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "loading_dose",
    "parent": "accumulation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A loading dose presupposes a stock that accumulates net inflow, because the initial excess input exists to fill that stock faster than the maintenance inflow can.",
    "reason": "The loading regime is meaningful only for a stock whose level changes by accumulated inflow minus outflow. The temporary excess input closes the initial stock deficit; once the target is reached, only the replacement of ongoing outflow remains."
   }
  ],
  "screening": [
   {
    "child": "asymmetric_screening",
    "parent": "screening",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A 'specific, disciplined variant' of screening \u2014 a cheap first-pass filter deliberately tuned to forbid one error type and tolerate the other, sized against a downstream-cost budget.",
    "reason": "A 'specific, disciplined variant' of screening \u2014 a cheap first-pass filter deliberately tuned to forbid one error type and tolerate the other, sized against a downstream-cost budget. Generic accuracy-tuned screening is not this prime. Screening supplies the genus: Inducing self-revelation. Asymmetric Screening preserves that general structure while adding its differentia: A cheap, deliberately one-sided-error filter gates an expensive authoritative check. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "approximation": [
   {
    "child": "asymptotic_behavior",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asymptotic behaviour is 'a special, disciplined kind of approximation' \u2014 the limiting move of keeping only the dominant term and classifying by growth class.",
    "reason": "Asymptotic behaviour is 'a special, disciplined kind of approximation' \u2014 the limiting move of keeping only the dominant term and classifying by growth class. A specialization of approximation. Approximation supplies the genus: Good-enough representation. Asymptotic Behavior preserves that general structure while adding its differentia: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "design_prototyping",
    "parent": "approximation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Design prototyping is the specific shape approximation takes when a tractable physical or interactive surrogate stands in for the eventual full product.",
    "reason": "Approximation is the deliberate substitution of a tractable surrogate for an intractable target, with a controlled and named error the use case can tolerate. Design prototyping is the particular shape this move takes in engineering and design: the eventual full product is the intractable target, the prototype is the simpler tangible surrogate, and the bounded fidelity gap is what the learning purpose can absorb. It is a structurally-particularized instance of substitution-under-controlled-error whose specific machinery is materialized partial embodiment for the sake of feasibility and form learning."
   },
   {
    "child": "dimensionality_reduction",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dimensionality Reduction is a kind of approximation: a low-dimensional surrogate stands in for high-dimensional data with controlled loss.",
    "reason": "Dimensionality reduction maps high-dimensional data into a lower-dimensional representation chosen to preserve the structural features that matter for downstream tasks \u2014 variance, neighborhoods, predictive information \u2014 while discarding redundant or noisy dimensions. The low-dimensional representation is a tractable surrogate for the intractable original, with an explicit error measure tied to the downstream criterion. That is the defining shape of Approximation, here specialized to data representation where the surrogate is a lower-dimensional projection or embedding."
   },
   {
    "child": "engineering_tolerances",
    "parent": "approximation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Engineering tolerances presuppose approximation because defining permissible ranges around a nominal target is bounded-error substitution applied to manufacturing.",
    "reason": "Engineering tolerances presuppose approximation because specifying a permissible range around a nominal target is the manufacturing-and-measurement instance of substituting a tractable surrogate for an unachievable exact specification while keeping the error bounded and named. Approximation supplies the general discipline that the error is controlled, characterized, and absorbable by the use case; tolerances supply the specific case where the intractable target is exact dimensional or material specification and the surrogate is the permitted variation range that the downstream design can absorb without functional compromise."
   },
   {
    "child": "heuristic",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A heuristic is a specialization of approximation in which a tractable rule of judgment is substituted for exhaustive optimal analysis.",
    "reason": "A heuristic is a kind of approximation specialized to decision and inference under cognitive or computational constraint: a simplified rule yields a good-enough judgment much faster than exhaustive analysis at the cost of accuracy in some cases. It inherits approximation's commitment to substituting a tractable surrogate for an intractable target while accepting a bounded, named error in exchange for tractability, and supplies the specific case where the intractable target is optimal reasoning and the surrogate is a fast rule whose ecological fit determines whether the error budget is acceptable."
   },
   {
    "child": "monte_carlo_simulation",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation is a kind of approximation that substitutes a sampled empirical distribution for an intractable analytical target.",
    "reason": "Monte Carlo simulation is a specialization of approximation: it deliberately substitutes a tractable surrogate \u2014 the empirical distribution from N random draws \u2014 for an intractable target distribution or integral, accepting bounded error (variance scaling as 1/\u221aN) in exchange for computability. It inherits approximation's four-part discipline: the exact object (the true expectation or distribution), the simpler surrogate (the sample mean), the error measure (variance or confidence interval), and the tolerance the use case can absorb."
   },
   {
    "child": "nonparametric_methods",
    "parent": "approximation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nonparametric Methods are a kind of approximation: ranks and flexible estimators substitute tractable surrogates for unspecified distributions.",
    "reason": "Nonparametric methods stand in for the true unknown distribution using ranks, order statistics, resampling, or flexible estimators rather than committing to a specified functional family. That is the canonical move of approximation: substituting a tractable surrogate for an intractable target while carrying explicit guarantees about the error. Nonparametric methods specialize approximation to the case where the surrogate avoids strong distributional assumptions, trading parametric efficiency for robustness to misspecification."
   },
   {
    "child": "perturbation_theory",
    "parent": "approximation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape approximation takes when an intractable problem is split into a solvable part plus a small expansion parameter.",
    "reason": "Perturbation theory is the structurally-particularized form approximation takes when the intractable target H can be written as H\u2080 + \u03bbV with H\u2080 exactly solvable and \u03bb a small coupling. The tractable surrogate is the truncated power series in \u03bb; the error measure is the next-order correction; the tolerance is set by the asymptotic radius. It satisfies approximation's four-part discipline \u2014 exact object, simpler surrogate, controlled error, named tolerance \u2014 particularized by the splitting H\u2080 + \u03bbV that makes the expansion well-defined."
   },
   {
    "child": "progressive_refinement_from_core_model",
    "parent": "approximation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Progressive refinement from a core model presupposes approximation because each successive correction is a controlled error term added to a tractable baseline.",
    "reason": "Progressive refinement from a core model presupposes approximation because its baseline-plus-correction structure requires that the baseline serves as a tractable surrogate for the full phenomenon with a named small-parameter error, and that each higher-order correction is controlled in size relative to what it corrects. Without approximation's discipline -- a controlled and bounded error in known units -- the refinement series has no convergence diagnostic and no stopping rule. The self-diagnostic ('higher-order terms must stay small') is the approximation tolerance check applied recursively. Approximation supplies the prerequisite condition: Good-enough representation. Progressive Refinement from Core Model operates against that background: Incremental refinement. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "channel_capacity": [
   {
    "child": "attentional_capacity",
    "parent": "channel_capacity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Attentional_capacity is 'one instance among many' of the substrate-free throughput bound (alongside copper wires, axons, court dockets).",
    "reason": "Attentional_capacity is 'one instance among many' of the substrate-free throughput bound (alongside copper wires, axons, court dockets). channel_capacity is the general parent; attentional_capacity is the cognitive specialization. Add channel_capacity as a parent of attentional_capacity. Channel Capacity supplies the genus: Any information-bearing medium has a hard upper bound on reliable throughput that effort cannot exceed. Attentional Capacity preserves that general structure while adding its differentia: Finite pool of selection bandwidth whose exceeded supply degrades processing through interference, slowing, or capture. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "authentication": [
   {
    "child": "attestation",
    "parent": "authentication",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Attestation binds identity to evidence via a verifiable tamper-evident mark, which is exactly authentication's evidence-binding structure specialized to non-repudiable marks.",
    "reason": "Attestation binds identity to evidence via a verifiable tamper-evident mark, which is exactly authentication's evidence-binding structure specialized to non-repudiable marks. Authentication supplies the genus: Binding an asserted identity or origin to admissible evidence through a procedure that yields a verdict, before trust, access, or weight is granted. Attestation preserves that general structure while adding its differentia: A verifiable, principal-binding, tamper-evident mark lets a third party confirm who committed to what. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "capability_separation",
    "parent": "authentication",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Capability Separation presupposes an Authentication procedure that checks whether an artifact genuinely originates from the privileged issuer.",
    "reason": "Capability Separation allocates issuance and verification powers across roles and maintains a forgery barrier. Authentication supplies the procedure that binds the artifact's asserted origin to admissible evidence and returns the verdict on which open verification relies. The architecture is not a kind of that procedure; it presupposes the procedure while adding the asymmetric allocation of capabilities and the invariant that verification must not confer issuance."
   }
  ],
  "allocation": [
   {
    "child": "auction_theory",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Auction theory presupposes allocation because auctions are mechanisms for assigning scarce items to claimants under a specified rule.",
    "reason": "Auction theory presupposes allocation because its subject matter is the assignment of scarce items \u2014 licenses, contracts, art, financial instruments \u2014 to claimants whose willingness to pay differs and is privately known. Without allocation's prior structure of dividing limited supply among competing demands, there is no problem for an auction format to solve. Auction theory inherits the general allocation problem and supplies a family of rule structures \u2014 English, Dutch, sealed-bid, double, combinatorial \u2014 that turn bids into assignments, then studies how format choice affects efficiency, revenue, information revelation, and collusion-resistance of the resulting allocation."
   },
   {
    "child": "creative_destruction",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Creative destruction presupposes allocation because its reallocation of resources from less to more productive uses requires an underlying assignment of supply across uses.",
    "reason": "Creative destruction operates by reallocating capital, labor, and other productive resources from displaced firms and methods to ascendant ones, which presupposes the underlying machinery of assigning limited supply across competing uses. Without allocation as the structural substrate, there would be no assignment to revise: the displacement of incumbents and the rise of new entrants would have no resource-redistribution dimension. The allocation prime supplies the assignment structure on which the destructive-creative reshuffling acts."
   },
   {
    "child": "deadweight_loss",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deadweight loss is the specific shape allocation takes when distortions prevent mutually beneficial transactions, leaving surplus uncaptured by any party.",
    "reason": "Deadweight loss is the inefficiency particularization of allocation: it names the structural shortfall between the realized assignment of resources and the welfare benchmark of competitive equilibrium. Where allocation names the bare assignment of limited supply to competing claims generally, deadweight loss specifies the case where the assignment forecloses mutually beneficial trades, producing a loss in which no party captures the foregone surplus \u2014 a particular form of misallocation distinguished from transfers, which merely shift surplus between parties."
   },
   {
    "child": "economy_of_force",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economy of force is a specialized allocation rule: drive non-decisive efforts to their minimum-viable floor so freed mass concentrates at the decisive point.",
    "reason": "Economy of force is a specialized allocation rule: drive non-decisive efforts to their minimum-viable floor so freed mass concentrates at the decisive point. It is allocation (assign limited supply across competing claimants) plus a decisiveness gradient + minimum-viable threshold + reserve."
   },
   {
    "child": "externality",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Externality is the specific shape allocation takes when third-party effects of an action are not reflected in the price the decision-maker pays.",
    "reason": "Allocation is the assignment of a limited supply across competing claimants subject to feasibility, with the question of who or what gets how much as the bare assignment itself. Externality is the particular shape this pattern takes when the assignment fails to incorporate third-party effects: a producer or consumer takes an action whose private cost or benefit diverges from the social cost or benefit, and the market \u2014 absent intervention \u2014 produces an allocation in which the unpriced residue lands on parties not in the transaction. A structurally-particularized instance of allocation whose specific defect is misassignment from unpriced flows."
   },
   {
    "child": "load_balancing",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Load balancing is the specific shape allocation takes when divisible work is assigned across substitutable units of parallel capacity.",
    "reason": "Load balancing is the particularization of allocation to a setting where the limited supply is the aggregate capacity of a pool of interchangeable units and the competing claimants are increments of a divisible workload. Where allocation names the bare assignment of finite supply to competing demands generally, load balancing fixes the structural features: the resources are substitutable in parallel, the demands are stream-like increments that can be split, and the assignment rule routes each increment to wherever spare capacity exists."
   },
   {
    "child": "mass",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mass is a specialized allocation move: concentrate a finite resource at a decisive point against a threshold-shaped response curve, rather than spread it evenly.",
    "reason": "Mass is a specialized allocation move: concentrate a finite resource at a decisive point against a threshold-shaped response curve, rather than spread it evenly. It is allocation (assign limited supply) plus a response-curve-shape bet + locator + vulnerability cost. Sibling of economy_of_force under allocation."
   },
   {
    "child": "pareto_efficiency",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency presupposes allocation because the no-improvement criterion ranks assignments of limited supply across competing claimants.",
    "reason": "Pareto efficiency is the property of an allocation in which no change can make someone better off without making someone else worse off, which presupposes the underlying act of assigning limited supply to competing claimants. Without allocation's machinery of distributing scarce supply across competing demands, there would be no assignment whose efficiency the Pareto criterion could evaluate, no participants whose welfare comparisons would matter, and no feasible set of alternative assignments to scan for improvements. Allocation supplies the substrate on which Pareto efficiency operates as an evaluative criterion."
   },
   {
    "child": "price_mechanism",
    "parent": "allocation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The price mechanism is the specific shape allocation takes when assignments to claimants are coordinated by market prices summarizing decentralized information.",
    "reason": "The price mechanism is the specific shape allocation takes when the assignment of scarce resources to competing uses is coordinated by market prices that emerge from buyer demand and seller supply. It is a structurally-particularized instance of dividing limited supply among claimants, with the added commitment that the assignment is not directed by a central planner but produced by countless local decisions responding to a scalar signal \u2014 the price \u2014 that compresses dispersed information about scarcity, preferences, and costs. Allocation emerges as the aggregate of self-interested choices coordinated through that signal."
   },
   {
    "child": "prioritization",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Prioritization presupposes allocation because ordering competing claims is only meaningful when a finite resource must be assigned among them.",
    "reason": "Prioritization actively orders competing claims on finite resources by some criterion of value, urgency, or dependency, producing a sequence that maximizes a chosen objective. The ordering is meaningful only when the resource is scarce and multiple demands compete for it \u2014 exactly the allocation problem of assigning limited supply across competing claimants. Allocation supplies the bare assignment structure; prioritization is allocation refined by an explicit ranking rule. Without the underlying scarcity-driven assignment problem, prioritization has nothing to rank and no resource to route by its ordering."
   },
   {
    "child": "queueing",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Queueing is a kind of allocation that distributes finite service capacity across arriving demands by determining who waits and for how long.",
    "reason": "Queueing is a specialization of allocation: it assigns a limited supply (server time at a finite-capacity resource) across competing claimants (arriving jobs, requests, customers) under a feasibility constraint (one job at a time per server) guided by a discipline (FIFO, priority, LIFO). It inherits allocation's structural commitment \u2014 finite stuff flowing to multiple sinks \u2014 and particularizes it to the temporal case where the assignment is by wait order rather than instantaneous division, with arrival and service processes setting the dynamics."
   },
   {
    "child": "resource_management",
    "parent": "allocation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resource management presupposes allocation because acquiring, provisioning, and reclaiming finite resources requires assigning supply across competing demands.",
    "reason": "Resource management is the operational discipline of handling the full lifecycle of finite resources \u2014 acquisition, provisioning, monitoring, reclamation \u2014 and at its heart sits the moment of assigning supply across competing consumers. Without allocation's machinery of assigning limited supply to competing claims under feasibility constraints, the management discipline would have no central act to coordinate around: scarcity would not translate into a distribution decision, and competing demands could not be served from a common pool."
   },
   {
    "child": "scheduling",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scheduling is a specialization of allocation in which the limited resources include time slots and assignments must honor precedence and deadlines.",
    "reason": "Scheduling is a specialization of allocation. The general allocation pattern assigns limited supply across competing claims under feasibility and criterion. Scheduling specializes by including time as a key dimension of the limited resource: tasks are assigned to time slots and resources subject to precedence, deadlines, and capacity, optimizing makespan, lateness, or throughput. The same assignment-under-scarcity logic of allocation applies, with time slots as the additional structural feature and ordering-over-time as the central decision variable distinguishing scheduling from pure resource division."
   },
   {
    "child": "sharding",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sharding assigns a load across disjoint parallel owners by a stable key-to-shard function \u2014 a specialized allocation with a deterministic, routable-without-fan-out partition rule.",
    "reason": "Sharding assigns a load across disjoint parallel owners by a stable key-to-shard function \u2014 a specialized allocation with a deterministic, routable-without-fan-out partition rule. Allocation supplies the genus: Assign a limited supply across competing claimants under a feasibility constraint, independent of which criterion fills in the rule. Sharding preserves that general structure while adding its differentia: Partition a load across owners by a stable key-to-shard function. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "turn_taking",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turn-taking is the runtime allocation of a single one-at-a-time channel across contenders via an allocation rule that selects who goes next \u2014 a specialization of allocation (assign a limited supply across competing claimants).",
    "reason": "Turn-taking is the runtime allocation of a single one-at-a-time channel across contenders via an allocation rule that selects who goes next \u2014 a specialization of allocation (assign a limited supply across competing claimants). The channel/allocation separation is the structural core."
   },
   {
    "child": "two_sided_matching",
    "parent": "allocation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Two-sided matching is a specialization of allocation in which pairings form by mutual selection across a bipartite preference structure rather than by price.",
    "reason": "Two-sided matching is a specialization of allocation. The general allocation pattern assigns limited supply across competing claims under a feasibility constraint and a criterion. Two-sided matching specializes by structuring the assignment as pairings between members of two sets, where both sides carry preferences and no money-price clears the market. The same who-gets-how-much commitment of allocation applies, with mutual selection across a bipartite relation as the specific mechanism and stability and efficiency as the specific evaluative criteria."
   }
  ],
  "mechanism_design": [
   {
    "child": "auction_theory",
    "parent": "mechanism_design",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Auction theory is a specialization of mechanism design focused on rules that allocate items by extracting and comparing private bids.",
    "reason": "Auction theory is a specialization of mechanism design in which the desired outcome is allocation of a small set of items and the rule structure is restricted to bid-based formats that extract private valuations through competitive offers. It inherits mechanism design's general inversion \u2014 start with the desired equilibrium, search for rules implementing it under private information and self-interest \u2014 and specializes by fixing the implementation class to auctions. The analysis then asks which auction format induces equilibrium bidding strategies that deliver efficiency, revenue, or robustness, treating format as a design variable subject to the general mechanism-design framework."
   },
   {
    "child": "incentive_compatibility",
    "parent": "mechanism_design",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incentive compatibility and mechanism design are interdefinable complements \u2014 the property a mechanism must have to do its job, and the field that engineers for it.",
    "reason": "Incentive compatibility and mechanism design are interdefinable structural complements: mechanism design is the engineering discipline that searches for rule structures implementing desired outcomes under private information and self-interest, while incentive compatibility is precisely the property such a rule structure must satisfy \u2014 that each agent's best response coincides with the designer's intended action. Neither is prior. The field is defined by the property it pursues; the property is defined by its role in the field. Each makes sense only with the other already in view, as the question and its required answer."
   },
   {
    "child": "screening",
    "parent": "mechanism_design",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Screening is a specialization of mechanism design in which the designer is the uninformed party building a menu to elicit hidden types through self-selection.",
    "reason": "Screening is a specialization of mechanism design in which the designer is the uninformed party facing agents of unknown type, and the desired outcome is type-revelation through self-selection. It inherits mechanism design's general inversion \u2014 start with the target equilibrium, search for rules implementing it under private information and self-interest \u2014 and specializes by fixing the rule class to menus of contracts and the objective to separating types. The participants' best responses, calibrated by their hidden types, deliver the information the designer needs without direct verification."
   }
  ],
  "homeostasis": [
   {
    "child": "autopoiesis",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Autopoiesis is a specific kind of homeostasis where the regulated variable is the system's own component-production network maintaining its identity.",
    "reason": "Autopoiesis is a specialization of homeostasis. The general pattern is closed-loop self-regulation holding key variables within bands against disturbances via sensor-comparator-actuator feedback. Autopoiesis instantiates this with the regulated variable being the network of processes that produces the system's own components: the system continuously regenerates the parts that produce the network that produces them. The homeostatic loop is recursive, regulating the existence of the regulator itself rather than a separately-specified variable like temperature or glucose. It is homeostasis directed at the system's own constitutive process rather than a downstream physiological variable."
   },
   {
    "child": "cognitive_dissonance",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive dissonance is the specific shape homeostasis takes when cognitive consistency is the regulated variable and belief-or-behavior revision is the corrective response.",
    "reason": "Cognitive dissonance is the homeostatic particularization for the variable of cognitive consistency among a person's beliefs, behaviors, and self-conceptions: when inconsistency exceeds the acceptable band, an aversive state arises and drives revision of one or more cognitions to restore consistency. Where homeostasis names closed-loop self-regulation around a setpoint generally, dissonance fixes the regulated variable as inter-cognitive consistency and the actuator as belief-change, behavior-change, or trivialization \u2014 a particular sensor-comparator-actuator loop operating on the psychological field of cognitions."
   },
   {
    "child": "gain_control",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Gain control is homeostatic regulation whose regulated variable is signalling gain, held in useful range by a slow secondary loop.",
    "reason": "Gain control is homeostatic regulation whose regulated variable is signalling gain, held in useful range by a slow secondary loop. Homeostasis supplies the genus: Maintain internal stability. Gain Control preserves that general structure while adding its differentia: A slow secondary loop continuously retunes the gain of a fast forward signalling pathway so it stays in its useful range across changing input statistics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "maintenance",
    "parent": "homeostasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Maintenance presupposes homeostasis because sustaining intended function against entropy and wear requires a regulating mechanism tracking variables against bands.",
    "reason": "Maintenance is the sustained activity of preserving intended function against entropy, wear, and environmental change \u2014 working ahead of catastrophic failure. The activity presupposes that there is a specifiable intended function with characteristic variables that drift under degradation and corrective actions that return those variables toward acceptable bands. Homeostasis supplies that architecture: sensor-comparator-actuator closure that holds key variables within bands against disturbance. Without an underlying homeostatic loop tracking system state against a reference, maintenance has no target condition to preserve and no signal of drift to act on."
   },
   {
    "child": "reactance",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reactance is the specific shape homeostasis takes when perceived autonomy is the regulated variable and freedom-restoration is the corrective response.",
    "reason": "Reactance is the homeostatic particularization for the variable of perceived behavioral freedom: when external constraint threatens to push the variable below its acceptable band, an aversive motivational state arises and drives corrective behavior aimed at restoring the freedom. Where homeostasis names closed-loop self-regulation that holds a variable within a setpoint range generally, reactance fixes the regulated variable as autonomy and the corrective action as freedom-restoration motivation \u2014 a particular sensor-comparator-actuator loop operating on the psychological variable of choice."
   },
   {
    "child": "resilience",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a kind of homeostasis that maintains essential function under disturbance, either by returning to setpoint or reorganizing within a regime.",
    "reason": "Resilience is a specialization of homeostasis: it is the closed-loop self-regulation capacity to hold key variables (or regimes) within acceptable bounds against perturbations. It inherits homeostasis's sensor\u2013comparator\u2013actuator structure but generalizes the response repertoire beyond simple setpoint restoration to include regime maintenance under wider perturbations and adaptive reorganization. The engineering, ecological, and adaptive senses of resilience are progressively richer specifications of homeostatic regulation under increasingly demanding disturbance regimes."
   },
   {
    "child": "resistance_to_change",
    "parent": "homeostasis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resistance to change is the specific shape homeostasis takes when human and organizational systems regulate against alterations to their established state.",
    "reason": "Resistance to change is the specific shape homeostasis takes when the regulated variables are organizational routines, identities, processes, and mental models, and the corrective mechanism is the array of psychological and social forces that push back when those variables drift from their established settings. It is a structurally-particularized instance of closed-loop self-regulation maintaining a setpoint against disturbance, with the added commitment that the regulation is performed not by a dedicated physiological loop but by distributed human responses \u2014 habit, identity defense, coalition formation \u2014 that collectively sense deviation from how-we-do-things-here and act to restore it."
   },
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "homeostasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ultra-stability is a specialization of homeostasis in which the system maintains a viability range rather than a fixed setpoint.",
    "reason": "Ultra-stability is a specialization of homeostasis. Both rely on closed-loop self-regulation that holds essential variables within bounds against disturbances, but ultra-stability relaxes the homeostatic commitment to a single setpoint and allows the system to reach the viable range through different internal configurations. Where standard homeostasis tracks a reference point with negative feedback, Ashby's ultra-stability admits multiple successful endpoints provided the essential variable stays within survival bounds \u2014 a more permissive specialization of the same sensor-comparator-actuator architecture."
   },
   {
    "child": "withdrawal_rebound",
    "parent": "homeostasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Withdrawal rebound typically depends on a homeostatic opponent-compensation loop left temporarily unopposed after input removal.",
    "reason": "Pharmacological, endocrine, behavioral, and many policy examples adapt through setpoint-defending compensation. Engineered integrator wind-up can reproduce the same two-timescale release transient without a full biological homeostatic architecture, so the dependency is typical."
   }
  ],
  "reflexivity_self_reference": [
   {
    "child": "autopoiesis",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Autopoiesis is a specialization of reflexivity in which the system's components produce the very network of processes that produces them.",
    "reason": "Autopoiesis is a specialization of reflexivity in which the self-referential loop runs through production rather than observation: the system's components are produced by the network of processes whose persistence requires those components, so identity is constituted by the self-sustaining production loop. It inherits the general reflexivity commitment that a system's operations on itself become inputs that shape its own behavior, and specializes by making the operation component production and the closure the boundary-maintaining cycle that distinguishes the system from its environment."
   },
   {
    "child": "boundary_critique",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Boundary critique is the specific shape reflexivity takes when an analysis turns back on its own implicit choice of system boundary.",
    "reason": "Reflexivity is the pattern in which a system's observations or models about itself become inputs that shape its own behavior, producing a self-referential loop between description and described. Boundary critique is the particular shape this move takes for systems analysis: every analysis depends on an implicit choice of what is inside the system, and the analysis must turn back on that choice, surfacing and questioning the boundary judgment as part of the work. A structurally-particularized instance of reflexivity in which the self-reference is the analyst's framing choice being made an object of the analysis itself."
   },
   {
    "child": "deception_blowback",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Blowback is a self-referential return path: a signal the deceiver authored re-enters the deceiver's own decision loop through a shared channel \u2014 a specialized self-reference pathology where the system poisons itself.",
    "reason": "Blowback is a self-referential return path: a signal the deceiver authored re-enters the deceiver's own decision loop through a shared channel \u2014 a specialized self-reference pathology where the system poisons itself. is-a a reflexivity/self-reference failure."
   },
   {
    "child": "diagonal_impossibility",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-reference is the PRECONDITION; the diagonal flip is what extracts the impossibility.",
    "reason": "Self-reference is the PRECONDITION; the diagonal flip is what extracts the impossibility. It presupposes a self-modeling system that can name its own analyzers, then engineers a flip object. Reflexivity (Self-Reference) supplies the prerequisite condition: Self-referential systems. Diagonal Impossibility operates against that background: In a self-modeling system, a putative total analyzer is refuted by constructing an object engineered to make the analyzer's verdict on it contradict the property it decides. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "expectancy_mediated_outcome",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expectancy-mediated outcome is reflexivity specialized to a representation that predicts an outcome and causally changes realization of that same outcome.",
    "reason": "Reflexivity supplies the re-entry of a representation into the represented system. This species fixes that representation to an outcome expectation or learned prediction, requires a response channel, and requires a signable counterfactual change in the target outcome."
   },
   {
    "child": "infinite_regress",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An infinite regress is a kind of reflexivity in which the chain loops back to reference itself when coherentist closure is taken.",
    "reason": "An infinite regress is a specialization of reflexivity in its coherentist resolution: when the unending chain of same-kind dependencies cannot be grounded foundationally, the regress can only be closed by looping back on itself, producing the self-referential structure that reflexivity formalizes. Inheriting reflexivity's pattern in which a system's representation becomes part of what is represented, infinite regress is the diagnostic shape that exposes when justification, explanation, or grounding has no exit except a return to its own starting point."
   },
   {
    "child": "intervention_induced_model_invalidation",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention-Induced Model Invalidation is Reflexivity specialized to a model or calibrated relationship becoming an input to the represented system and thereby undermining its own validity.",
    "reason": "The representation enters the causal loop: it selects, justifies, or parameterizes an intervention; affected actors or mechanisms respond; and the relationship the representation encoded changes. Reflexivity is broader and also includes self-fulfilling stabilization, recursive representation, and self-reference that need not invalidate a model."
   },
   {
    "child": "mach_s_principle",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mach's Principle is a kind of reflexivity: a body's inertia is shaped by the total mass distribution it is itself part of.",
    "reason": "Mach's Principle holds that inertia is not intrinsic to a body but arises from its relation to the total matter distribution in the universe, so a body's resistance to acceleration is co-constituted by the very cosmos that includes it. That is a specialization of reflexivity: the system's behavior is determined by a structural feature in which the system is itself embedded, so the body's inertial state is set by a whole it is part of and acts back upon, instantiating the self-referential coupling that defines reflexivity."
   },
   {
    "child": "meta_symbolic_reflection",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Meta-symbolic reflection is the specific shape reflexivity takes when a symbol system is used to refer to and analyze itself.",
    "reason": "Meta-symbolic reflection is the structurally-particularized form reflexivity takes in the symbolic-cognitive case: the system's self-referential apparatus is a symbol system (language, code, logic, notation) that turns its own syntax into an object of reference, often using the same system reflexively. It inherits reflexivity's structural pattern \u2014 observations or models of the system become inputs shaping the system \u2014 particularized to the case where the loop runs through symbolic self-reference rather than empirical feedback."
   },
   {
    "child": "metacognition",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metacognition is the specific shape reflexivity takes when a cognitive system represents and regulates its own cognitive processes.",
    "reason": "Metacognition is the specific shape reflexivity takes when the system is a cognitive agent and the self-referential operation is thinking about one's own thinking \u2014 second-order representations of first-order cognitive acts that feed back to regulate them. Reflexivity supplies the underlying pattern: a system's observations or models of itself become inputs that shape its own behavior, creating a self-referential loop. Metacognition is a structurally-particularized instance: the loop runs through cognitive monitoring and control, where awareness of one's own performance regulates subsequent processing \u2014 strategy choice, study allocation, help-seeking."
   },
   {
    "child": "observer_effect",
    "parent": "reflexivity_self_reference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Observer Effect is a kind of reflexivity: the act of observing a system feeds back as a perturbation of the system observed.",
    "reason": "The observer effect names the structural fact that measurement couples the apparatus to the system, so the value read is not the value that would have obtained absent measurement, and subsequent behavior is altered. That is reflexivity instantiated at the measurement interface: the observation enters as an input to what is observed, creating a self-referential loop between knower and known. It is the physical, measurement-side specialization of the broader reflexive pattern."
   },
   {
    "child": "rule_of_law",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rule of law presupposes reflexivity because the rule-making power must itself be bound by the rules it generates.",
    "reason": "Rule of law commits to no element being exempt from the system's governing rules, including the element that generates or enforces them. This self-binding is precisely the reflexive loop in which a system's own outputs become inputs that shape its behaviour: the law-making apparatus is folded back into the law-governed domain. Without the reflexive arrangement that lets a rule-generating element be inside its own scope rather than above it, the supremacy and equality clauses Dicey crystallized cannot operate; the doctrine collapses into mere positive rule-issuance from an unbounded sovereign."
   },
   {
    "child": "second_order_cybernetics_second_order_observation",
    "parent": "reflexivity_self_reference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Second-order cybernetics is the specific shape reflexivity takes when the observer is included as a participant in the system being observed.",
    "reason": "Second-order cybernetics is the structurally-particularized form reflexivity takes when the observation apparatus itself is treated as part of the system: the observer's models of the system, and of their own observing, become inputs that shape the system's dynamics. It inherits reflexivity's structural pattern \u2014 a system's representations of itself shape its behavior \u2014 particularized to the cybernetic case where the system under regulation explicitly includes the regulator-observer coupling as a first-class analytical concern."
   },
   {
    "child": "speculative_bubble",
    "parent": "reflexivity_self_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Speculative bubbles presuppose reflexivity because the self-reinforcing boom-bust loop is driven by beliefs about prices becoming inputs that shape prices.",
    "reason": "Speculative bubbles presuppose reflexivity because the boom-then-bust signature is generated by traders' beliefs about future prices becoming inputs that drive current prices, which feed back into beliefs. Reflexivity supplies the general structural pattern in which a system's models of itself become inputs that shape its behavior \u2014 the self-referential coupling between observation and observed. Bubbles supply the specific market case where the reflexive coupling between expectations and valuations overshoots fundamentals and then collapses; without the reflexive loop, the detachment from fundamentals would not be self-reinforcing."
   }
  ],
  "foresight": [
   {
    "child": "backcasting",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backcasting is a specific foresight method that fixes a desired future state and works backward to identify required precursor steps.",
    "reason": "Backcasting is a specialization of foresight whose distinctive move is starting from a defined desirable future endpoint and reasoning backward through the precursor conditions, milestones, and choices required to reach it from the present. It inherits foresight's commitment to structured anticipation that turns the future into an object of disciplined inquiry shaping present action, and supplies the specific normative-trajectory component of the methods stack \u2014 contrasting with forecasting and scenario exploration by treating the future state as given and the path to it as the inquiry."
   },
   {
    "child": "black_swan_high_impact_low_probability_events",
    "parent": "foresight",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Black swan reasoning presupposes foresight because it requires a disciplined anticipatory stance to bound the unbounded space of high-impact surprises.",
    "reason": "Black swan reasoning presupposes foresight because identifying high-impact, low-probability events that fall outside standard expectations requires an anticipatory stance that explicitly maps uncertainty and the limits of one's operative models. Without foresight's commitment to structured anticipation of plural futures, weak signals, and the inadequacy of single-point prediction, there is no frame in which the black-swan category is meaningful \u2014 it would simply collapse into unforeseen accident. Foresight supplies the disciplined inquiry into tail uncertainty that makes the black-swan concept operationally usable for preparing under fundamental unpredictability."
   },
   {
    "child": "causal_layered_analysis_cla",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Causal Layered Analysis is foresight specialized to diagnosing and reconstructing possible futures across litany, systemic cause, worldview, and myth/metaphor.",
    "reason": "It inherits disciplined plural-future inquiry undertaken to change present perception and action. It adds a fixed depth traversal from surface report through systems and worldview to myth, followed by upward reconstruction of alternative futures."
   },
   {
    "child": "environmental_scanning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental scanning is a specific foresight practice that continuously monitors external factor categories for strategically relevant changes.",
    "reason": "Environmental scanning is a specialization of foresight whose distinctive move is a continuous, organized monitoring function partitioning the external environment into bounded categories \u2014 social, technological, economic, environmental, political, legal \u2014 with explicit sources, cadence, and ownership. It inherits foresight's commitment to structured anticipation that turns the future into an object of disciplined inquiry, and adds the operational architecture of a named, ongoing organizational sensing function rather than ad-hoc awareness, supplying the monitoring layer of the broader foresight methods stack."
   },
   {
    "child": "foreseeing_prediction",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Foreseeing (prediction) is a specialization of foresight that targets specific future-state claims with calibrated uncertainty rather than scenario sets.",
    "reason": "Foreseeing (prediction) is a specialization of foresight. Specifically, it instantiates the structured-future-anticipation stance in the point-estimate-with-uncertainty mode: an explicit predictive model maps current state and historical pattern to a projected future state with attached confidence, closed by a calibration loop comparing predicted to realized outcomes. Like other foresight methods, it serves present perception and choice under uncertainty; unlike scenario planning, it commits to specific outcome claims with probability rather than mapping a plural space of possibilities."
   },
   {
    "child": "futures_literacy",
    "parent": "foresight",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Futures literacy presupposes foresight because it is the developed capability to use foresight methods reflexively and well.",
    "reason": "Futures literacy presupposes foresight because it is defined as the underlying capability that enables effective use of foresight methods \u2014 scenario planning, horizon scanning, backcasting \u2014 along with reflexive awareness of the anticipatory assumptions in play. Without foresight as the object-domain of structured future-anticipation, there is no skill content for the literacy to be literacy in. Foresight supplies the practices, stances, and outputs that futures literacy then becomes capable of deploying critically, distinguishing it from any specific method by being the capability dimension underneath the methods stack."
   },
   {
    "child": "horizon_scanning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Horizon scanning is a specific foresight method that systematically surveils weak signals of nascent change before they reach the mainstream.",
    "reason": "Horizon scanning is a specialization of foresight whose distinctive move is broad, ongoing surveillance for weak signals \u2014 emerging technologies, slow-burning trends, anomalies \u2014 that have not yet become mainstream but could reshape decisions if they grow or converge. It inherits foresight's commitment to structured anticipation of plural futures informing present action, and supplies the specific monitoring component of the foresight methods stack, focusing on the small-but-potentially-significant end of the signal-to-noise spectrum that single-future forecasting and reactive news monitoring miss."
   },
   {
    "child": "scenario_planning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scenario planning is a specific foresight method that constructs a small set of internally consistent stories spanning critical uncertainties.",
    "reason": "Scenario planning is a specialization of foresight whose distinctive move is building a small set of three to five internally consistent, structurally distinct futures by systematically varying the most critical and uncertain driving forces. It inherits foresight's commitment to structured anticipation of plural possible futures informing present perception and choice, and adds the specific architecture of a 2\u00d72 matrix of key uncertainties and qualitatively different narrative trajectories \u2014 supplying the central narrative-stress-testing component of the broader foresight methods stack."
   },
   {
    "child": "three_horizons_analysis",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Three Horizons Analysis is a specific foresight method that maps the present-to-future transition across three overlapping temporal layers.",
    "reason": "Three Horizons Analysis is a specialization of foresight whose distinctive move is partitioning the forward-view into three overlapping horizons \u2014 the declining current system, the contested transitional space, and the emergent transformative system \u2014 and tracking their dynamics over time. It inherits foresight's commitment to structured anticipation of plural futures informing present action, and adds the specific tri-layer temporal architecture that makes the contest between incumbent and emergent systems visible, supplying a particular mapping component of the broader foresight methods stack."
   },
   {
    "child": "visioning",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Visioning is a specialization of foresight that articulates a normatively-chosen desired future as orientation for action.",
    "reason": "Visioning is a specialization of foresight. Specifically, it instantiates the structured-anticipation-of-futures stance in the normative mode, asking what future is desired rather than what is likely, and producing a value-laden aspirational description that orients strategic choice and resource allocation. Like other foresight methods, it operates over a defined time horizon and informs present action under uncertainty; unlike forecasting or scenario planning, its output is explicitly motivational and goal-fixing rather than descriptive, occupying the normative slot in the foresight methods stack."
   },
   {
    "child": "wargaming",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Wargaming is a foresight method \u2014 disciplined anticipation of plural futures via adaptive move/counter-move rehearsal.",
    "reason": "Wargaming is a foresight method \u2014 disciplined anticipation of plural futures via adaptive move/counter-move rehearsal. A specialization of foresight whose distinctive move is substituting an adaptive agent for a probability distribution. Foresight supplies the genus: Disciplined anticipation of plural possible futures to keep present action adaptive across the range of plausible outcomes. Wargaming preserves that general structure while adding its differentia: Rehearse a plan against an adaptive opponent, turn by turn, to surface the assumptions it hid. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "wild_cards",
    "parent": "foresight",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wild cards is a kind of foresight tool in which low-probability high-impact events are nameable and tracked in scenario planning.",
    "reason": "Wild cards is a specialization of foresight: it is one named methodology within the foresight stack for engaging plural possible futures, particularized to the case of low-probability high-impact events that are specifiable in advance. It inherits foresight's commitment to structured anticipation of multiple futures under uncertainty \u2014 turning the future into an object of disciplined inquiry \u2014 and operationalizes it through watchlists, registers, and scenario tests for nameable shock events that routine planning would otherwise miss."
   }
  ],
  "modal_reasoning": [
   {
    "child": "backcasting",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backcasting is the specific shape modal reasoning takes when one fixes a desired future state and works backward through possible paths to the present.",
    "reason": "Modal reasoning evaluates claims across a structured space of alternative possibilities, asking what must, might, or would be the case across accessible alternatives. Backcasting is the particular shape this reasoning takes in foresight practice: a desired future state is fixed as an anchor, and the reasoner traces backward through possible trajectories that could reach it, identifying necessary intermediate conditions and decision points. It is a structurally-particularized instance of possibility-space navigation in which the target world is held fixed and the accessibility relation is run in reverse from future to present."
   },
   {
    "child": "counterfactuals",
    "parent": "modal_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Counterfactual reasoning is a specialization of modal reasoning that evaluates would-have-been claims under contrary-to-fact antecedents.",
    "reason": "Counterfactual reasoning is a specialization of modal reasoning. Specifically, it deploys a modal operator (the counterfactual conditional) that quantifies over a structured space of alternatives -- nearest possible worlds, intervention regimes, or similarity-ordered scenarios -- to evaluate what would have followed under an antecedent contrary to actual fact. The truth of the counterfactual claim rests on the inner proposition holding across the relevant accessible alternatives, exactly the Kripke-style move modal reasoning names; counterfactuals are the subclass anchored to contrary-to-fact antecedents."
   },
   {
    "child": "futures_literacy",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Futures literacy is the specific shape modal reasoning takes when the structured space of alternative possibilities is plural possible futures.",
    "reason": "Futures literacy is the structurally-particularized form modal reasoning takes in the future-anticipation case: the structured space of alternatives is the set of plural possible futures, the modal operators are \"could,\" \"would,\" and \"should,\" and the truth of a futures claim is grounded in the set of accessible scenarios in which an inner proposition holds. It inherits modal reasoning's apparatus of operators quantifying over alternatives, particularized by the reflexive awareness of the anticipatory assumptions shaping each scenario set."
   },
   {
    "child": "minimal_modification_principle",
    "parent": "modal_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The minimal modification principle presupposes modal reasoning because it constrains which alternative possible worlds count as legitimate counterfactual scenarios.",
    "reason": "The minimal modification principle presupposes modal reasoning because it operates over a structured space of alternative possibilities \u2014 the closest possible worlds Lewis analyzed \u2014 selecting which alternatives are admissible when an antecedent is varied. Without the modal apparatus that introduces operators quantifying over accessible alternatives, there would be no space of counterfactual worlds in which to apply the minimality criterion. The principle is precisely a constraint on the accessibility ordering that modal semantics requires."
   },
   {
    "child": "regret",
    "parent": "modal_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes modal reasoning because the value gap it registers is a comparison between the actual outcome and a counterfactual alternative.",
    "reason": "Regret presupposes modal reasoning because its defining structure is retrospective comparison of the realized outcome against the better outcome a forgone alternative would have produced. That comparison requires quantifying over a space of possible-but-unrealized alternatives and evaluating a counterfactual conditional, which is exactly what modal reasoning supplies via its operators over accessible alternatives. Without the prior availability of structured reasoning over what could-have-been, regret reduces to a brute affective response with no benchmark against which to register the gap between actual and alternative."
   },
   {
    "child": "scenario_planning",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scenario planning is the specific shape modal reasoning takes when alternative futures are constructed as a small set of plausible, structurally distinct stories.",
    "reason": "Scenario planning is the specific shape modal reasoning takes when the alternative possibilities reasoned over are a small set of internally consistent future trajectories, each constructed by varying the most critical and uncertain driving forces shaping the decision environment. It is a structurally-particularized instance of evaluating claims across a structured space of possibilities, with the added commitments that the modal space is bounded to a handful of qualitatively different stories rather than infinite worlds, the construction is driven by critical-uncertainty axes, and the output is a strategy stress-tested for robustness across the scenarios it spans."
   },
   {
    "child": "three_horizons_analysis",
    "parent": "modal_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Three horizons analysis is the specific shape modal reasoning takes when alternative possible futures are structured into three nested temporal layers.",
    "reason": "Modal reasoning evaluates claims across a structured space of alternative possibilities rather than the single actual situation, quantifying over accessible alternatives via modal operators. Three horizons analysis is the specific shape this reasoning takes in foresight: it partitions the space of possible futures into H1 (current system with near-term improvement), H2 (transitional disruption), and H3 (long-term transformation), and reasons about dynamics across this tri-layer partition. It is a structurally-particularized instance of possible-worlds reasoning whose alternatives are organized by temporal horizon and incumbent-emergent dynamics."
   }
  ],
  "feedback": [
   {
    "child": "backpressure",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Backpressure is a specific negative-feedback loop whose controlled variable is capacity-headroom and whose effect is to throttle production toward the bottleneck rate \u2014 a specialization of feedback (the genus, which also covers positive/non-throttling loops).",
    "reason": "Backpressure is a specific negative-feedback loop whose controlled variable is capacity-headroom and whose effect is to throttle production toward the bottleneck rate \u2014 a specialization of feedback (the genus, which also covers positive/non-throttling loops). Feedback supplies the genus: Outputs influence inputs. Backpressure preserves that general structure while adding its differentia: A return signal from a downstream stage throttles upstream production to its own capacity, converting a one-way push into a two-way conversation that holds the system at the bottleneck's throughput instead of accumulating hidden queue debt. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "broken_windows_theory",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Broken windows is a positive-feedback signal-inference-response loop with a density threshold (same algebra as an epidemic R0-crossing) \u2014 a specialization of feedback restricted to agents inferring a hidden enforcement-cost regime from observable disorder residue.",
    "reason": "Broken windows is a positive-feedback signal-inference-response loop with a density threshold (same algebra as an epidemic R0-crossing) \u2014 a specialization of feedback restricted to agents inferring a hidden enforcement-cost regime from observable disorder residue. Feedback supplies the genus: Outputs influence inputs. Broken Windows Theory preserves that general structure while adding its differentia: Visible unrepaired disorder signals weakened enforcement, lowering the perceived cost of further violation in a self-reinforcing cascade. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "checks_balances",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and Balances presupposes Feedback: each branch's checks become inputs to the others' subsequent decisions and behavior.",
    "reason": "Checks and balances arranges authorities so that one branch's actions feed back to other branches as inputs that constrain their next moves: a veto, audit finding, or override returns to alter what the affected actor does next. That return path is exactly Feedback \u2014 output routed back to influence subsequent input \u2014 and it is what makes the reciprocal restraint dynamic rather than purely structural. Checks and balances presupposes feedback as the channel through which mutual restraint actually operates."
   },
   {
    "child": "circuit_breaker",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Circuit breaker presupposes feedback because the monitor-trip-reset loop routes the protected flow's state back to control its own continuation.",
    "reason": "A circuit breaker watches a flow for a danger threshold and, when crossed, trips to interrupt the protected process until reset. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence its subsequent input, closing a loop between cause and effect. The monitor observes the flow's current state and conditions the next-cycle behaviour (continue or interrupt) on what it sees. Without feedback's closed loop returning the flow's state to the trip decision, the breaker has no mechanism to act on the flow it is protecting."
   },
   {
    "child": "coevolution",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coevolution is the specific shape feedback takes when two adapting entities each become persistent selective pressures on each other.",
    "reason": "Coevolution is the structurally-particularized form feedback takes in the evolutionary case: each species' adaptation is the output that returns as the input (the changed selective pressure) on its partner, closing a reciprocal loop between cause and effect across generations. It inherits feedback's structural arrangement in which output routes back to influence subsequent input \u2014 particularized to the case where the timescale is generational, the variable is the fitness landscape, and the coupling is mutually reinforcing. Mutual entanglement of trajectories is precisely loop closure."
   },
   {
    "child": "communication_repair",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Communication repair contains a feedback loop in which detected divergence is returned through a meta-channel to change the shared state before the primary exchange resumes.",
    "reason": "A repair episode observes the state produced by the primary exchange, compares the participants' interpretations, routes evidence of divergence back into the interaction, and uses the response to update shared state. Output from one pass therefore becomes corrective input to the next. The meta-channel, divergence detector, and resumption gate specialize that loop for communication, but without feedback there is no return path by which a misunderstanding can alter the exchange that produced it."
   },
   {
    "child": "conditioning_behavioral",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Behavioral conditioning presupposes feedback because learned associations are forged by routing the consequence of a response back to modulate the response itself.",
    "reason": "Behavioral conditioning depends on the closure of a loop between behavior and consequence: the organism emits a response, the environment delivers reinforcement or punishment, and the returned signal modulates the probability of the response on the next cycle. Without the feedback arrangement \u2014 output measured, returned along a path, coupled with a sign that strengthens or weakens \u2014 the contingencies that conditioning detects could not be detected, and the response-strengthening and extinction dynamics could not arise. Feedback is the structural substrate on which conditioning operates."
   },
   {
    "child": "discrepancy_driven_correction",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'feedback's goal-directed specialisation \u2014 feedback structured around an explicit target and a signed gap that the action is keyed to.' A strict subspecies of feedback (which has no target).",
    "reason": "'feedback's goal-directed specialisation \u2014 feedback structured around an explicit target and a signed gap that the action is keyed to.' A strict subspecies of feedback (which has no target). Feedback supplies the genus: Outputs influence inputs. Discrepancy-Driven Correction preserves that general structure while adding its differentia: Iteratively close the signed gap between a target and an observation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "echo_chamber",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Echo chamber is constituted by a self-reinforcing positive-feedback loop plus loss of the corrective negative-feedback signal.",
    "reason": "Echo chamber is constituted by a self-reinforcing positive-feedback loop plus loss of the corrective negative-feedback signal. Feedback supplies the prerequisite condition: Outputs influence inputs. Echo Chamber operates against that background: A bounded community whose input filter and internal reinforcement gradient amplify shared beliefs and strip out the corrective signal that would moderate them, while members experience the environment as complete rather than filtered. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "external_analytic_challenge",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "External analytic challenge contains feedback because its probes must return to alter or explicitly re-justify the next state of the work.",
    "reason": "External analytic challenge contains feedback because its probes must return to alter or explicitly re-justify the next state of the work. Cut the challenge-to-response return path and the outsider can comment but cannot correct the work; the structure becomes observation or later judgment rather than pre-commitment challenge. parent_in_child"
   },
   {
    "child": "formative_assessment",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment implements a measure-compare-act feedback loop routing learning evidence back to instruction.",
    "reason": "Formative assessment implements a measure-compare-act feedback loop routing learning evidence back to instruction. Feedback supplies the prerequisite condition: Outputs influence inputs. Formative Assessment operates against that background: Ongoing feedback. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "incentive",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An incentive contains a consequence-to-future-choice feedback path linking payoff signals to subsequent behavior.",
    "reason": "A payoff attached to an act functions as an incentive only when its consequence can alter later selection or effort; without that return path it is merely an outcome, not a behavior-shaping signal."
   },
   {
    "child": "inquiry_change_learning_loop",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The loop contains feedback because observed consequences must return to alter the next model-guided action.",
    "reason": "The loop contains feedback because observed consequences must return to alter the next model-guided action. Cut the evidence return path and changes can be observed but cannot correct later understanding or action, destroying the loop. parent_in_child"
   },
   {
    "child": "instability",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instability presupposes feedback because perturbations grow only when an amplification loop routes output back into input.",
    "reason": "Instability is the property whereby small perturbations grow rather than decay, characterized by an amplification mechanism that overcomes restorative or dissipative tendencies. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence its subsequent input, with the sign and strength of coupling determining whether the loop opposes or reinforces. Positive feedback supplies exactly the amplification that turns small disturbances into growing deviations. Without a closed loop returning the system's behaviour to its own input, perturbations have no channel through which to compound into instability."
   },
   {
    "child": "lateral_inhibition",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes feedback because peer-to-peer mutual suppression is a closed loop in which each element's activity controls its neighbors' inputs.",
    "reason": "Lateral inhibition operates as mutual sideways suppression among peers: the more strongly an element is excited, the harder it pushes its neighbours down. This presupposes feedback: the structural arrangement in which a portion of a system's output is routed back to influence subsequent input, closing a loop between cause and effect. Each element's activity becomes a (negative-signed) input to its neighbours' subsequent state. The contrast-enhancing dynamic that produces edges and winners depends on the closed mutual loop; without feedback's routing of output back into input, peer suppression has no mechanism by which to act on the field."
   },
   {
    "child": "leverage_points",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Leverage points typically presuppose feedback because the disproportionate effect of small interventions runs through reinforcing or balancing loops.",
    "reason": "A leverage point is a location where a small change produces disproportionate effects on system trajectory. The mechanism that amplifies small interventions into large outcomes is typically feedback: a reinforcing loop magnifies the change as it cycles, or a balancing loop transmits the change through compensating dynamics that reshape goals or rules. Feedback supplies the closure A-B-A in which the system's output becomes its own input. Leverage operates through such loops in most cases, though some high-leverage paradigm-level interventions act through belief-restructuring without immediate feedback, hence typical."
   },
   {
    "child": "livelock",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Livelock contains a coupled feedback loop in which each responsive move elicits the compensating move that sustains non-progress.",
    "reason": "The recurrent active-but-stalled state is constituted by outputs from each participant feeding back as inputs to the other; without that response loop there may be delay or blockage, but not livelock."
   },
   {
    "child": "logistic_growth",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Logistic Growth contains the coupled positive engine and negative ceiling brake whose loop interaction produces its sigmoid trajectory.",
    "reason": "Growth proportional to the current quantity supplies reinforcing feedback; proximity to the finite ceiling supplies a multiplicative balancing feedback. Their conjunction produces takeoff, inflection, and decelerating saturation, while Feedback alone commits to neither a ceiling nor a logistic form."
   },
   {
    "child": "metacognition",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metacognition is built on a self-monitoring-and-regulation feedback loop over the agent's own cognitive processes.",
    "reason": "Metacognition is built on a self-monitoring-and-regulation feedback loop over the agent's own cognitive processes. Feedback supplies the prerequisite condition: Outputs influence inputs. Metacognition operates against that background: Awareness of thinking processes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "monitoring",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monitoring is the observe-compare-trigger sensing arm that closes a regulatory feedback loop.",
    "reason": "Monitoring is the observe-compare-trigger sensing arm that closes a regulatory feedback loop. Feedback supplies the prerequisite condition: Outputs influence inputs. Monitoring operates against that background: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "moral_panic",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Moral panic presupposes feedback because its self-amplifying wave of concern requires output-to-input loop closure across media, public, and authority.",
    "reason": "A moral panic is a self-amplifying episode of concern about a perceived threat, disproportionate to actual threat magnitude, following a recognizable life cycle. The self-amplification is constitutively a feedback structure: media coverage drives public concern, public concern drives political response, political response drives more coverage. Each round's output feeds back as the next round's input. Feedback supplies the closure between cause and effect that makes self-amplification possible. Without a loop routing output back to input, the wave could not build to disproportionate magnitude or run its characteristic course."
   },
   {
    "child": "network_effect",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network effects is the specific shape feedback takes when each new user makes the system more valuable to all existing users, reinforcing further adoption.",
    "reason": "Feedback is the closure in which a system's output is routed back to influence its subsequent input, with the present depending on the system's own prior output. Network effects is the particular shape this closure takes in adoption dynamics: each additional user raises the platform's value to all users, which raises the probability that further potential users adopt, which raises the value again. It is a structurally-particularized instance of positive feedback whose specific tap is installed-base size and whose specific coupling is the value-to-adoption-probability relation."
   },
   {
    "child": "niche_construction",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Niche_construction is a SPECIALIZATION of feedback where the fed-back variable is specifically the ENVIRONMENT OF SELECTION (which variants are favored), not any state the agent influences.",
    "reason": "Niche_construction is a SPECIALIZATION of feedback where the fed-back variable is specifically the ENVIRONMENT OF SELECTION (which variants are favored), not any state the agent influences. feedback is the parent. Feedback supplies the genus: Outputs influence inputs. Niche Construction preserves that general structure while adding its differentia: An agent modifies its environment, and the modified environment changes the selection pressures acting back on the modifier \u2014 the environment is endogenous. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "perception_action_loop",
    "parent": "feedback",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The perception-action loop is the specific feedback structure in which 'action moves the sensing apparatus itself' \u2014 a constitutive coupling, not merely an error signal.",
    "reason": "The perception-action loop is the specific feedback structure in which 'action moves the sensing apparatus itself' \u2014 a constitutive coupling, not merely an error signal. Genus=feedback, differentia=acting-moves-sensing and reafference. Feedback supplies the genus: Outputs influence inputs. Perception Action Loop preserves that general structure while adding its differentia: Perception and action are constitutively coupled: action moves the sensing apparatus, that movement changes what is sensed, and what is sensed becomes the basis for the next action, in one closed loop with no clean sense-think-act stages. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "potentiation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Potentiation presupposes feedback because history-dependent sensitization requires past output to route back and modify the system's response gain.",
    "reason": "Potentiation is the structural pattern in which prior exposure causes a system to respond disproportionately to a subsequent stimulus \u2014 the system's responsiveness, not the stimulus, has changed. This history-dependence requires that the past response be routed back to alter the parameters governing the next response, closing a loop between output and gain. The feedback structure supplies exactly that: a portion of the output influences subsequent input handling. Without that loop closure, no history-dependent sensitization could persist beyond the initial exposure."
   },
   {
    "child": "predictive_coding",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Predictive coding presupposes feedback because the predict-compare-correct loop routes prediction-error output back to update the generative model.",
    "reason": "Predictive coding maintains an internal generative model that predicts incoming signal, compares prediction to actual input, and transmits or acts upon only the residual error \u2014 which then updates the model. The construct is constitutively a closed loop: the error output feeds back to update the predictor that generated the prediction. Feedback supplies that loop closure between output and subsequent input. Without a feedback structure routing the residual back to revise the model, there would be no improvement of predictions over time and no closed predict-compare-correct cycle."
   },
   {
    "child": "quality_control",
    "parent": "feedback",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quality control is a measure-compare-act feedback gate binding process variation to defined tolerances.",
    "reason": "Quality control is a measure-compare-act feedback gate binding process variation to defined tolerances. Feedback supplies the prerequisite condition: Outputs influence inputs. Quality Control operates against that background: Checking output against a specification before release and rejecting or reworking non-conforming items, binding process variation to defined tolerances through a measure-compare-act feedback gate. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "reference_cadence_exceeds_tracking_bandwidth",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reference Cadence Exceeds Tracking Bandwidth presupposes Feedback, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Feedback supplies the prerequisite condition: Outputs influence inputs. Reference Cadence Exceeds Tracking Bandwidth operates against that background: When the signal a closed loop must track changes faster than the loop's bandwidth, persistent error follows that no amount of executor effort can close. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "refinement",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Refinement presupposes feedback because each iterative improvement requires evaluating the current candidate and routing that judgment back to adjust the next pass.",
    "reason": "Refinement is the iterative sharpening of a candidate through repeated cycles of evaluation and adjustment, which structurally requires that the output of each round (the current candidate's quality) be routed back to shape the next round's input. Without feedback's closed loop \u2014 output measured, signal returned, input modified \u2014 there would be no mechanism by which iterations could accumulate progress; refinement would collapse into one-shot creation or undirected variation rather than the directed convergence that defines the pattern."
   },
   {
    "child": "reputation",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reputation is the specific shape feedback takes when an agent's prior conduct loops back through third parties to shape future treatment.",
    "reason": "Reputation is the specific shape feedback takes when the output is an agent's conduct and the return path runs across time and across observers. The agent's behavior at t feeds into a public record; that record shapes how third parties treat the agent at t+1, which feeds back into the agent's incentives for behavior at t+1. The loop closure feedback requires is realized through the information channel third parties maintain, and the present value of future reputation premiums disciplines current quality through the same input-from-prior-output structure feedback names."
   },
   {
    "child": "resonance",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resonance presupposes Feedback: amplitude builds because energy returned through the system's own dynamics constructively reinforces the input.",
    "reason": "Resonance is the disproportionate amplification that occurs when driving forces match a system's natural frequencies, with the buildup arising because the system's prior oscillatory output returns in phase to constructively amplify subsequent input. That accumulation requires Feedback \u2014 output rerouted back to influence subsequent input \u2014 as the underlying structural arrangement. Without the loop, energy cannot accumulate selectively at the natural frequency, so resonance presupposes feedback as the substrate on which frequency-selective amplification rides."
   },
   {
    "child": "self_defeating_prediction",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-Defeating Prediction presupposes Feedback, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Feedback supplies the prerequisite condition: Outputs influence inputs. Self-Defeating Prediction operates against that background: Belief in a forecast moves conditions against it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "self_fulfilling_prophecy",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A self-fulfilling prophecy is the specific shape feedback takes when a belief's expression alters behavior so that the belief is validated.",
    "reason": "A self-fulfilling prophecy is the specific shape feedback takes when the looped variable is a prediction or expectation about an outcome and the return path runs through the behavior of the people who hold or hear the prediction. The prediction's expression alters action, action alters the outcome, and the outcome confirms the prediction \u2014 closing the loop. It is a structurally-particularized instance of output routed back to influence subsequent input, with the added specification that the looped quantity is a belief about the future and the coupling sign is positive enough to drive the world toward the predicted state."
   },
   {
    "child": "speculative_bubble",
    "parent": "feedback",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A speculative bubble is the specific shape feedback takes when valuation and expectation of future rises form a self-reinforcing loop that overshoots and collapses.",
    "reason": "A speculative bubble is the positive-feedback particularization of feedback applied to asset valuation: rising prices feed expectations of further rises, which drive more buying, which drives prices higher still, until the loop exhausts its inflow and reverses sharply. Where feedback names the closure of a loop between system output and subsequent input generally, the bubble fixes the variable (price), the sign (reinforcing), the medium (collective expectation), and the characteristic boom-then-bust signature of an overshoot-and-collapse trajectory."
   },
   {
    "child": "spiral_of_silence",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence presupposes the positive feedback loop through which visible suppression changes perceived opinion climate and induces further suppression.",
    "reason": "Each round of silence makes one side look less prevalent, which raises the perceived cost of expressing that side and produces more silence. Without this recursive return from public expression to later expression choices, isolated preference falsification would not become a population-level spiral."
   },
   {
    "child": "stability_induced_fragility",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A positive-feedback loop running through agents/components inside a system (low volatility -> relaxed vigilance -> raised exposure -> more fragility).",
    "reason": "A positive-feedback loop running through agents/components inside a system (low volatility -> relaxed vigilance -> raised exposure -> more fragility). Presupposes feedback. (feedback canonical.). Feedback supplies the prerequisite condition: Outputs influence inputs. Stability-Induced Fragility operates against that background: Prolonged calm endogenously erodes the response capacity that stressors keep exercised. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "streisand_effect",
    "parent": "feedback",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The Streisand effect contains a reinforcing loop in which visible suppression generates attention that further increases the suppressed information's reach.",
    "reason": "The control action becomes a new signal, audience response republishes both signal and target, and the growing visibility recruits still more response; without that return path there is only a failed removal attempt."
   },
   {
    "child": "stressor_induced_adaptation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation presupposes Feedback: applied strain must be sensed and routed back into the system to drive compensatory build-up.",
    "reason": "Stressor-induced adaptation requires the system to detect strain, route that signal back into its own reconfiguration, and grow capacity in proportion to repeated load. Without that loop the strain merely degrades function rather than building lasting strength. Feedback \u2014 output routed back to influence subsequent input \u2014 supplies the structural arrangement that converts current stress into future capacity. Stressor-induced adaptation presupposes feedback as the mechanism by which strain becomes a build signal rather than damage."
   },
   {
    "child": "system_archetypes",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "System archetypes presupposes feedback because the recurring problematic dynamics they catalog are characteristic loop structures.",
    "reason": "System archetypes name recurring patterns of feedback loops and structures that produce characteristic system behavior across domains \u2014 limits to growth, shifting the burden, eroding goals, escalation, and others. Each archetype is constitutively a configuration of reinforcing and balancing loops; the diagnostic and intervention value comes from recognizing the loop structure beneath surface differences. Feedback supplies the underlying loop-closure structure that makes each archetype intelligible. Without feedback as a first-class structural object, the archetypes would have no shared substrate and would reduce to coincidental surface similarities."
   },
   {
    "child": "systems_thinking",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes feedback because its core analytical move is to model loops and circular causation rather than linear cause\u2013effect chains.",
    "reason": "Systems thinking presupposes feedback because its defining analytical commitment is to shift the unit of analysis from elements to loops \u2014 modeling circular causation, delay, and stock-and-flow structure rather than linear chains. It inherits feedback's structural arrangement in which a system's output becomes a driver of its own subsequent input, treating this closure as the dominant causal pattern to be diagnosed. Without feedback's loop-closure structure, systems thinking would collapse to ordinary causal analysis."
   },
   {
    "child": "threshold_bounded_vicious_cycle",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Feedback is the underlying primitive; this prime SPECIALIZES it by adding a threshold, a two-attractor structure, and active consumption of input as maintenance in the low regime.",
    "reason": "Feedback is the underlying primitive; this prime SPECIALIZES it by adding a threshold, a two-attractor structure, and active consumption of input as maintenance in the low regime. A positive feedback loop alone is not a trap. Feedback supplies the prerequisite condition: Outputs influence inputs. Threshold Bounded Vicious Cycle operates against that background: A system has a low regime that consumes any small input as maintenance and a high self-sustaining regime, separated by a threshold an intervention must clear in both magnitude and duration. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "ultra_stability_ashby_s_concept",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ultra-Stability presupposes Feedback: essential-variable regulation requires measuring deviation and routing it back to drive corrective reorganization.",
    "reason": "Ultra-stability holds essential variables within viable bounds by sensing excursions and triggering parameter reorganization when first-tier regulation fails. Both the inner regulation and the outer reorganization loop require Feedback \u2014 output rerouted back to influence subsequent input \u2014 as the structural arrangement. Without the loop, the system has no way to detect that essential variables have departed bounds or to drive corrective change. Ultra-stability presupposes feedback at both control tiers."
   },
   {
    "child": "validation",
    "parent": "feedback",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Validation presupposes Feedback: confirming fitness for purpose requires routing real-world observations back to test the artifact against intended use.",
    "reason": "Validation asks whether the artifact solves the right problem in its actual operational context, which requires observations of the artifact under realistic use to be routed back as evidence against the intended-purpose specification. That return path is exactly Feedback: output measured and routed back to influence subsequent decisions about the artifact. Without the loop there is no fitness-for-purpose verdict; validation presupposes feedback as the channel through which operational reality informs the verification verdict."
   }
  ],
  "set_and_membership": [
   {
    "child": "basis",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Basis is a Set and Membership structure specialized by spanning, independence, and minimality relative to a combining rule.",
    "reason": "A Basis is definitionally a generating set whose members are selected from a space and whose identity is determined by binary membership. It inherits collection-as-object and element identity, then adds a combining rule, spanning, independence, and minimality. Ordinary sets need not generate a space or satisfy those constraints, so the parent remains broader."
   },
   {
    "child": "cardinality",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cardinality requires sets as the collections whose size is compared while deliberately ignoring the identity of their elements.",
    "reason": "Set and Membership supplies distinct elements and collections as first-class objects. Cardinality adds equinumerosity, cardinal numbers, comparison by injection, and the finite and transfinite size hierarchy."
   },
   {
    "child": "cartesian_product",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Cartesian Product strictly presupposes input sets, their elements, and membership before it can form all ordered cross-set tuples.",
    "reason": "Cartesian Product is a derived construction over two or more sets. It requires a value set for each named dimension and membership tests that determine the admissible coordinate values, then forms every ordered tuple across them. The construction is not itself the primitive collection-and-belonging relation, so composition preserves the live entry's explicit boundary."
   },
   {
    "child": "complement",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Complement strictly presupposes a declared universe, a designated subset, and binary membership from which the residual is defined.",
    "reason": "Complement is the residual operation over an already specified universe and subset. It cannot be stated without elements, binary membership, and collection-as-object, but it is not itself the primitive Set and Membership pattern. It adds universe relativity, exhaustive residual formation, and double-complement closure."
   },
   {
    "child": "dense_set",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Density is a relation OF a subset IN a host under a closeness notion (closure-equals-host); it is a specialized property within the set-and-membership apparatus \u2014 a set whose closure fills another.",
    "reason": "Density is a relation OF a subset IN a host under a closeness notion (closure-equals-host); it is a specialized property within the set-and-membership apparatus \u2014 a set whose closure fills another. Set and Membership supplies the genus: Groups and categorizes elements. Dense Set preserves that general structure while adding its differentia: A smaller set reaches arbitrarily close to every point of a larger one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "discreteness",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Discreteness presupposes set and membership because identifying separated states requires the prior availability of distinct elements satisfying a membership criterion.",
    "reason": "Discreteness presupposes set and membership because its defining property, separated identifiable states with positive minimum spacing or isolated points, makes sense only against the prior availability of a collection of distinct elements that membership picks out. Set supplies the general apparatus of collection-as-first-class-object with a well-defined inclusion criterion; discreteness then characterizes the substructure of the set as one in which elements are individuated without intermediate values. Without set and membership, there is no enumerable collection on which discreteness's combinatorial reasoning, counting, and finite-state machinery can operate."
   },
   {
    "child": "disjointness",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Disjointness is empty intersection under a fixed identity criterion \u2014 a relation among collections within the set-and-membership apparatus.",
    "reason": "Disjointness is empty intersection under a fixed identity criterion \u2014 a relation among collections within the set-and-membership apparatus. A specialized set-relation. Set and Membership supplies the genus: Groups and categorizes elements. Disjointness preserves that general structure while adding its differentia: Two or more populated collections share no element. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "empty_set",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Empty Set is a specialization of Set and Membership, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "'Not bare set_and_membership... the relationship is parent-and-special-instance.' The empty set is the one distinguished member of the set apparatus carrying specific algebraic roles (union identity, base case, vacuous truth). Set and Membership supplies the genus: Groups and categorizes elements. Empty Set preserves that general structure while adding its differentia: Absence made into a fully-typed, first-class object rather than an error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "intersection",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Set-and-membership supplies the collections and the \u2208 test; intersection is one OPERATION on them.' Intersection presupposes the set apparatus and adds the simultaneous-AND combiner.",
    "reason": "'Set-and-membership supplies the collections and the \u2208 test; intersection is one OPERATION on them.' Intersection presupposes the set apparatus and adds the simultaneous-AND combiner. Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Intersection operates against that background: The elements common to all of several collections. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "measure",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measure strictly presupposes Set and Membership because its domain is an admissible family of subsets of a base set.",
    "reason": "Every Measure begins with a base set, a family of its subsets closed under the required set operations, and a rule assigning size to each admissible subset. Without elements, membership, subsets, complement, and union, neither the \u03c3-algebra nor countable additivity can be stated. Set and Membership is therefore a constitutive dependency, not merely a frequent implementation."
   },
   {
    "child": "ontology",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ontology presupposes set and membership because inventorying what exists requires the apparatus of collections, members, and inclusion criteria.",
    "reason": "Ontology presupposes set and membership because specifying what there is \u2014 basic categories, identity criteria, dependency relations \u2014 requires the prior conceptual apparatus of treating entities-considered-together as objects of reasoning. To say a kind exists is to circumscribe the collection of its members under a criterion of inclusion; to give an identity criterion is to fix the membership relation. Without set-and-membership's general structure of collection-as-first-class-object distinct from its members and its defining predicate, the ontologist has no framework for stating which entities populate which categories and how those categories relate."
   },
   {
    "child": "order",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes Set and Membership: a precedence relation is defined over the elements of some set whose membership is already settled.",
    "reason": "An order is a binary relation on a set, governed by axioms (reflexivity, antisymmetry, transitivity, or their strict variants) that quantify over that set's elements. The relation has no domain to act on unless Set and Membership has already fixed which items are in play and which are not. Order is therefore a structure layered onto a set: it presupposes the set as a first-class collection of distinct elements before it can rank, sort, or compare them."
   },
   {
    "child": "paradigmatic_vs_syntagmatic_relations",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Paradigmatic and syntagmatic relations presuppose set and membership because the paradigmatic axis is a set of substitutable alternatives for a position.",
    "reason": "Paradigmatic and syntagmatic relations presuppose set and membership because the paradigmatic axis is by definition a set of mutually substitutable alternatives that could fill a given slot \u2014 synonyms, chord-function substitutes, interface implementations \u2014 and identifying that set requires the membership relation that decides which candidates belong and which do not. Without set and membership's collection-as-first-class-object and inclusion-criterion machinery, there is no extension of substitutable alternatives to which a selected syntagmatic element belongs and from which it was drawn against the unrealized alternatives in absentia."
   },
   {
    "child": "partition",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A partition is the disjoint-and-exhaustive (MECE) discipline imposed on a carrier set via a single-valued membership function; it presupposes the set/membership apparatus it disciplines.",
    "reason": "A partition is the disjoint-and-exhaustive (MECE) discipline imposed on a carrier set via a single-valued membership function; it presupposes the set/membership apparatus it disciplines. Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Partition operates against that background: A division of a set into non-overlapping, collectively exhaustive blocks. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "realized_vs_possible_outcomes",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Realized vs Possible Outcomes contains a possibility set, a realized subset, and the membership and inclusion tests that expose their gap.",
    "reason": "Set and Membership is internal to the prime's defining construction: the possibility collection, realized collection, subset relation, and omitted members are the objects being compared. The child adds a generating process, model-constructed possibility boundary, observed realization, gap shape, and intervention logic."
   },
   {
    "child": "semigroup",
    "parent": "set_and_membership",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Semigroup is a Set equipped with one closed associative binary operation.",
    "reason": "The carrier and bivalent membership relation remain exactly those of Set and Membership. The operation and its axioms add structure without changing the fact that every semigroup is first a set of elements."
   },
   {
    "child": "social_identity_theory",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social identity theory presupposes set and membership because identification with social categories requires the elemental notion of belonging to a collection.",
    "reason": "Social identity theory treats people as members of social categories from which they derive a portion of their self-concept. The whole construction requires set and membership as a prior structure: there must be a collection defined by some inclusion criterion, and an individual must stand in the membership relation to it. Set and membership supplies exactly this \u2014 the elemental treatment of a collection as a first-class object and the relation that says, for any candidate, whether it belongs. Without this primitive, there is no group for identity to attach to."
   },
   {
    "child": "union",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Union presupposes collections with settled membership tests before inclusive-OR pooling can be defined.",
    "reason": "Union is an operation over collections. Its output and inclusive-OR membership test cannot be stated without sets or set-like collections and a membership relation, but union is not itself a kind of membership."
   },
   {
    "child": "vector_space",
    "parent": "set_and_membership",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Vector Space presupposes Set and Membership, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Set and Membership supplies the prerequisite condition: Groups and categorizes elements. Vector Space operates against that background: A collection closed under linear combination, where adding and scaling are coherent. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "batch_size": [
   {
    "child": "batch_processing",
    "parent": "batch_size",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Batch processing is an operational practice that presupposes and exploits a chosen batch-size parameter; it uses the tradeoff curve rather than being a kind of size.",
    "reason": "Batch processing is an operational practice that presupposes and exploits a chosen batch-size parameter; it uses the tradeoff curve rather than being a kind of size. Batch Size supplies the prerequisite condition: The granularity at which a stream of work is grouped, trading setup cost amortised per item against flow, delay, risk, and feedback-lag costs that rise with the group \u2014 producing an interior optimum. Batch Processing operates against that background: Collect many discrete work-items so a costly setup is paid once and amortised over the group, trading lower per-item cost for higher per-item latency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "precision_weighting": [
   {
    "child": "bayesian_cue_integration",
    "parent": "precision_weighting",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bayesian cue integration is precision weighting specialized to several partly independent simultaneous cues about one latent quantity, with inverse-variance fusion and a lower-variance combined estimate.",
    "reason": "It inherits precision weighting's rule that evidence influence scales with estimated inverse variance, then adds the differentia of parallel, partly independent cues to one latent quantity and the reciprocal-of-summed-precisions variance result. Precision weighting also applies outside that parallel-cue case."
   }
  ],
  "inductive_reasoning": [
   {
    "child": "bayesian_updating",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bayesian Updating is a kind of inductive reasoning: it ampliatively revises beliefs from particular evidence toward broader conclusions.",
    "reason": "Bayesian updating revises a prior probability distribution over hypotheses by combining it with the likelihood of new evidence, producing a posterior whose conclusions go beyond what the evidence logically guarantees and retain explicit residual uncertainty. That is the defining structure of Inductive Reasoning \u2014 ampliative inference from particular observations to broader generalizations with characteristic uncertainty. Bayesian updating specializes induction by supplying a formal calculus for the credit-and-debit of belief across hypotheses given new data."
   },
   {
    "child": "foreseeing_prediction",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Foreseeing is a specific kind of inductive reasoning, drawing a future-state conclusion from observed patterns whose support strength is calibrated.",
    "reason": "Foreseeing is a specialization of inductive reasoning. The general pattern is ampliative inference from specific observations to conclusions whose content exceeds what the premises logically guarantee, with quality measured by support strength, calibration, and coverage. Prediction instantiates this with the conclusion being a future state and the premises being the current state plus historical pattern; the predictive model is the inductive bridge, and the calibration loop is precisely the quality test inductive reasoning's framework requires. Prediction carries the characteristic uncertainty of induction because the future may always depart from the observed regularity."
   },
   {
    "child": "overfitting",
    "parent": "inductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Overfitting presupposes Inductive Reasoning, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Inductive Reasoning supplies the prerequisite condition: Specific to general inference. Overfitting operates against that background: Poor generalization. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "pattern_completion",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern completion is a kind of inductive reasoning that infers the unobserved whole from partial input using stored regularities.",
    "reason": "Pattern completion is a specialization of inductive reasoning: it produces a conclusion about unobserved portions of a whole that goes beyond what the partial input logically guarantees, drawing on stored regularities, context, and predictive priors. It inherits induction's ampliative commitment \u2014 conclusions extend the evidence \u2014 and particularizes it to the reconstruction case, where the inference fills in occluded, noisy, or degraded parts. The reconstruction's accuracy depends on the same support-strength and calibration metrics induction uses."
   },
   {
    "child": "statistical_inference",
    "parent": "inductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Statistical inference is a specialization of inductive reasoning that draws population-level claims from sample evidence with quantified uncertainty.",
    "reason": "Statistical inference is a specialization of inductive reasoning. Specifically, it instantiates the from-specific-observations-to-broader-generalizations pattern with explicit probability modeling: a sample is treated as one draw from a distribution and the inference moves from observed cases to claims about parameters, mechanisms, or future outcomes. Like every inductive inference, the conclusion exceeds the premises and retains characteristic uncertainty; statistical inference is the subclass where that uncertainty is calibrated through frequentist or Bayesian probability machinery rather than left as informal support strength."
   },
   {
    "child": "underspecification",
    "parent": "inductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Underspecification typically occurs inside an inductive selection process when observed particulars support several generalizations equally, but specifications and inverse maps can be non-unique without an inductive inference.",
    "reason": "In machine learning, causal inference, and scientific model selection, the criterion is built from observed cases and the chosen answer projects beyond them, so an inductive inference hosts the underspecification. Compiler standards, algebraic inverse problems, and other formal specifications can admit the same equivalence-class-and-hidden-closure structure without moving from particulars to a generalization. Induction is therefore a typical prerequisite context, not the taxonomic genus."
   },
   {
    "child": "uniformitarianism",
    "parent": "inductive_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Uniformitarianism is the specific shape inductive reasoning takes when present mechanisms are projected backward to license inferences about the deep past.",
    "reason": "Uniformitarianism is the specific shape inductive reasoning takes when the inference moves from observed present-day mechanisms \u2014 physical, chemical, biological \u2014 to unobservable past states under the assumption that the same processes operated then. It is a structurally-particularized instance of ampliative reasoning from sampled cases to broader generalizations, with the added commitments that the sample is contemporary processes, the target is the historical record, and the bridge is the methodological assumption that the kinds (and sometimes rates) of process are invariant across time. The inferential risk is correspondingly the failure of process-invariance."
   }
  ],
  "probability": [
   {
    "child": "bayesian_updating",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bayesian updating presupposes probability because the prior-times-likelihood-equals-posterior rule operates on probability distributions over hypotheses.",
    "reason": "Bayesian updating presupposes probability because the entire mechanism -- prior, likelihood, posterior, evidence -- is defined as probability distributions whose combination follows Bayes' theorem within Kolmogorov's axioms. The graded uncertainty Bayesian inference maintains across hypotheses is a probability assignment over a sample space; the conditioning operation that produces the posterior is probability's conditioning rule. Without probability's apparatus of coherent numerical weights, additivity, and conditioning, there is no prior to update and no posterior to compute; Bayesian updating is probability theory's central inference move. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Bayesian Updating operates against that background: Update beliefs with evidence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "birthday_problem",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The birthday problem is a specific named consequence of probability \u2014 the sqrt(K) saturation of match-any-pair events, driven by quadratic pair-counting.",
    "reason": "The birthday problem is a specific named consequence of probability \u2014 the sqrt(K) saturation of match-any-pair events, driven by quadratic pair-counting. Presupposes the probability machinery it specializes (it is 'one named consequence', not the subject)."
   },
   {
    "child": "conditional_probability",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Per dossier: 'record subsumption under probability.' Conditioning is the relativizing/re-normalization move on top of the base measure \u2014 a specialization (one of probability's six signature components promoted to a distinct relational primitive: measure re-normalization to an information context).",
    "reason": "Per dossier: 'record subsumption under probability.' Conditioning is the relativizing/re-normalization move on top of the base measure \u2014 a specialization (one of probability's six signature components promoted to a distinct relational primitive: measure re-normalization to an information context). Probability supplies the genus: Quantifies uncertainty and likelihoods. Conditional Probability preserves that general structure while adding its differentia: Re-normalize a probability measure to the information context that is taken as given. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "distributional_assumption",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A distributional assumption presupposes probability because it commits to a specific probability distribution shape for uncertain quantities.",
    "reason": "A distributional assumption presupposes probability because the commitment to normal, exponential, power-law, or any other shape family is a commitment within probability's apparatus -- the assignment of coherent numerical weights over outcomes obeying additivity, normalization, and conditioning. Without probability's framework of sample space, events, and measure, there is no distribution to assume, no parametric structure to impose, and no model risk to bear. The assumption is a chosen restriction within the infinite-dimensional space of probability distributions probability theory provides. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Distributional Assumption operates against that background: Commitment to assume uncertain quantities follow specific distribution. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "ensemble",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ensemble strictly presupposes Probability because its members are treated as weighted or sampled realizations of a distribution whose uncertainty is to be characterized.",
    "reason": "Every Ensemble admitted by this entry treats comparable realizations as draws or weighted possibilities under a population or generating model and interprets their spread, quantiles, or frequencies distributionally. Probability supplies the normalized measure, event, weighting, and conditioning apparatus that makes those claims meaningful. The ensemble is not itself a numerical event measure; it adds a member collection, generation protocol, aggregation rule, and representativeness claim."
   },
   {
    "child": "eventual_realisation_of_possibility",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Eventual Realisation of Possibility is a specialization of Probability, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Probability supplies the genus: Quantifies uncertainty and likelihoods. Eventual Realisation of Possibility preserves that general structure while adding its differentia: In a system subject to many independent trials, every outcome with non-zero per-trial probability eventually occurs, so design posture shifts from per-trial prevention to containment. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "expected_value",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Expected value presupposes a probability measure against which the random quantity can be integrated or summed.",
    "reason": "Without a probability space and measure there are no coherent outcome weights, no random quantity defined almost everywhere, and no expectation operator to evaluate. Probability is a prerequisite rather than a species of expectation."
   },
   {
    "child": "extreme_capture_probability",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Extreme Capture Probability is a probability law over which rare targets a bounded selection includes.",
    "reason": "The pattern quantifies uncertainty about intersection between an accessible sample and a distinguished rare-target set. Its central claims \u2014 n/N for one target and the hypergeometric complement for k targets \u2014 require Probability as their formal substrate."
   },
   {
    "child": "hidden_path_and_barrier_crossing",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Hidden path and barrier crossing presupposes probability because barrier transit is a calculable transmission amplitude over forbidden regions.",
    "reason": "Hidden path and barrier crossing names transitions through classically forbidden regions with calculable probability, whether via quantum tunneling amplitudes or stochastic rare-event escape over an activation barrier. This presupposes probability: the calibrated quantification of uncertainty assigning numerical values to events under coherence rules. The transmission factor in the WKB approximation and the Arrhenius escape rate are both probability assignments to events that classical analysis would assign zero. Without probability's framework for numerical event-likelihood that obeys additivity and conditioning, the hidden-path transition has no quantitative content."
   },
   {
    "child": "law_of_large_numbers",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The law of large numbers presupposes probability because its random observations, expectation target, and convergence modes are probabilistic objects.",
    "reason": "The law of large numbers presupposes probability because its random observations, expectation target, and convergence modes are probabilistic objects. Remove probability measures, random variables, expectation, and probabilistic convergence and the theorem loses both its sequence model and limit claim. The law is a theorem inside probability theory, not a probability measure or the general apparatus for quantifying uncertainty."
   },
   {
    "child": "markov_decision_processes_mdps",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presuppose Probability: the transition kernel and expected-reward objective are defined as probabilistic objects.",
    "reason": "An MDP's transition kernel P(s' | s, a) is a calibrated probability assignment over next states, and its optimality criterion is expected cumulative discounted reward. Both depend on Probability's apparatus \u2014 numerical measures obeying additivity, normalization, and conditioning \u2014 to combine uncertain outcomes coherently. Without probability the kernel collapses to an unspecified relation and expectation has no meaning, so the MDP framework cannot be stated or solved except as a structure built on top of probability."
   },
   {
    "child": "markov_process",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Markov process presupposes probability because the transition rule is specified as conditional probabilities over a sample space of next states.",
    "reason": "A Markov process presupposes probability because its defining apparatus \u2014 a transition rule giving the conditional distribution of the next state given the present \u2014 is itself a probability assignment obeying additivity, normalization, and conditioning. Without probability's coherence rules quantifying uncertainty over sample spaces, the memorylessness claim (future is independent of past given present) would have no content: the screening-off relation is precisely a conditional-independence statement that lives inside the probabilistic framework Kolmogorov axiomatized."
   },
   {
    "child": "monte_carlo_simulation",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monte Carlo simulation presupposes probability because its random-sampling-and-aggregation method requires a calibrated quantification of input uncertainty.",
    "reason": "Monte Carlo simulation presupposes probability because its method draws random samples from specified input distributions and aggregates the resulting outputs into an empirical distribution approximating the true answer. Without the prior calibration of uncertainty as probability, with sample spaces, events, distributions, and laws of additivity, conditioning, and normalization, there is nothing from which to sample, no convergence guarantee from the law of large numbers, and no meaningful interpretation of the empirical-distribution output. Probability supplies the formal substrate that the simulation samples from and converges to."
   },
   {
    "child": "randomization",
    "parent": "probability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Randomization is the specific shape probability takes when the chance mechanism is deliberately injected to assign units to treatments.",
    "reason": "Randomization is the structurally-particularized form probability takes when a stochastic mechanism is purposefully used to assign experimental units to conditions, ensuring each unit's probability of any treatment is specified in advance and independent of its characteristics. It inherits probability's coherence apparatus \u2014 sample space, events, calibrated assignment of numbers in [0,1] \u2014 particularized to the assignment-procedure case. The expected statistical equivalence of treatment groups follows directly from the probability calculus applied to the assignment."
   },
   {
    "child": "randomness",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A scoped Randomness claim requires a Probability law specifying the ensemble regularities beneath individually unpredictable outcomes.",
    "reason": "Probability supplies the coherent distribution, moments, conditional events, and test baselines by which an ensemble is lawful. Randomness adds a generating source, predictor-relative unpredictability, source taxonomy, and application-specific quality certification."
   },
   {
    "child": "regression_to_the_mean",
    "parent": "probability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Regression to the mean is a kind of probability phenomenon in which extreme observations re-measure closer to the population mean due to transient noise.",
    "reason": "Regression to the mean is a specialization of probability: it follows directly from the calibrated quantification of uncertainty when observations decompose into a stable component plus a transient random component. It inherits probability's coherence apparatus \u2014 sample space, conditioning, expectation \u2014 and particularizes it to the conditional-expectation case where an extreme initial draw, conditioned on, predicts a less extreme re-measurement. The magnitude (1\u2212r) times the initial deviation is a direct consequence of bivariate distribution structure."
   },
   {
    "child": "renewal_process",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interarrival, survival, and hazard functions require a probability measure over event times.",
    "reason": "Interarrival, survival, and hazard functions require a probability measure over event times. The parent can occur independently, but without it the child\u2019s mechanism is undefined; this is prerequisite dependence rather than subsumption."
   },
   {
    "child": "risk",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk presupposes probability because risk requires an assignable distribution over outcomes that turns mere unknowing into something measurable.",
    "reason": "Risk is defined as exposure to a quantifiable distribution of possible outcomes that includes adverse ones, the Knightian distinction from sheer uncertainty. The defining condition is that probabilities are assignable to outcomes, so that expectation, variance, and decision rules can operate. Probability supplies exactly that apparatus: the calibrated numerical quantification of uncertainty obeying coherence laws over a sample space. Without a probability assignment, the unknown remains uncertainty rather than risk, so risk presupposes probability as the measurement substrate on which its second valuation component then operates."
   },
   {
    "child": "sampling_representativeness",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness presupposes probability because design-based inference rests on each unit having a known, non-zero selection probability.",
    "reason": "Sampling representativeness presupposes probability because its calibrated inference from sample to population rests on every unit having a specified non-zero selection probability \u2014 a probabilistic assignment obeying the coherence rules. It inherits probability's apparatus \u2014 sample space, events, numerical assignment in [0,1] \u2014 to construct the selection mechanism that licenses design-based inference. Without probability's framework, \"representative\" collapses to untestable assumptions about resemblance rather than a calibrated inference apparatus."
   },
   {
    "child": "stationarity",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stationarity presupposes probability because the invariance claim is about the joint distribution of the process under temporal translation.",
    "reason": "Stationarity presupposes probability because the invariance being asserted concerns the joint distribution of the stochastic process \u2014 mean, variance, autocorrelation, higher moments \u2014 and these are objects within Kolmogorov's measure-theoretic framework. Without probability's coherence apparatus quantifying uncertainty over sample spaces, there would be no distribution whose invariance under time-shift could be claimed. Strict, wide-sense, and cyclostationary variants are all probabilistic-invariance specifications."
   },
   {
    "child": "statistical_independence",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Independence presupposes Probability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Statistical Independence operates against that background: Learning one variable gives no information about another; the joint distribution factors. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "statistical_inference",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Inference presupposes Probability: drawing conclusions from samples requires modeling sample variability as a probability distribution.",
    "reason": "Statistical inference treats observed data as one realization from a probability distribution over possible samples and uses that distribution to draw conclusions about underlying parameters, mechanisms, or future outcomes. Without Probability \u2014 calibrated numerical measures obeying additivity, normalization, and conditioning \u2014 there is no sampling distribution to reason from and no coherent way to combine evidence. Inference presupposes probability as the formal substrate on which sampling variability and likelihood calculations are defined."
   },
   {
    "child": "statistical_power",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical power presupposes probability because it is a calibrated probability quantifying correct rejection of a false null.",
    "reason": "Statistical power presupposes probability because power = P(reject H0 | H1 true) is itself a probability assignment over decision outcomes governed by Kolmogorov's coherence rules. The four quantities binding power -- effect size, sample size, significance level, variability -- enter through the sampling distribution of the test statistic, which is a probability object. Without probability's apparatus for combining, conditioning, and normalizing degrees of belief or frequency, the Type I and Type II error rates and their trade-off have no formal home; power is conditional probability deployed in a decision frame. Probability supplies the prerequisite condition: Quantifies uncertainty and likelihoods. Statistical Power operates against that background: Probability of detecting effect. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "statistical_significance_p_value",
    "parent": "probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Significance presupposes Probability: a p-value is the tail probability of a test statistic under an assumed null model.",
    "reason": "Statistical significance summarizes evidence against a null hypothesis as a p-value: the probability, computed under the assumed null model, of a test statistic at least as extreme as the one observed. That number has no meaning without Probability as the calibrated apparatus that assigns measures to events under a stipulated distribution and obeys Kolmogorov's coherence rules. Significance testing presupposes probability as the substrate on which the tail-probability calculation and its interpretation rest."
   }
  ],
  "conditional_probability": [
   {
    "child": "bayesian_updating",
    "parent": "conditional_probability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bayesian Updating typically presupposes Conditional Probability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Conditional Probability supplies the prerequisite condition: Re-normalize a probability measure to the information context that is taken as given. Bayesian Updating operates against that background: Update beliefs with evidence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "interpretation": [
   {
    "child": "belief_formation",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Belief Formation is a specialization of Interpretation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Belief Formation preserves that general structure while adding its differentia: Commitment-transition by which an agent comes to hold a proposition as true and act accordingly. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "close_reading",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Close reading presupposes an interpretive act whose whole-level meaning claims it constrains, but it is the upstream evidence-grounding method rather than a kind of meaning assignment.",
    "reason": "The method decomposes an artifact into meaningful marks, treats them as evidence, and binds higher-order claims about the artifact to cited grain. Those claims are interpretations: readings recovered from a representational substrate under an evidential and conventional framework. Without an interpretive claim there is nothing for the grain-first discipline to ground. Close reading is nevertheless the method and posture that constrains the act, not the meaning-assignment act itself."
   },
   {
    "child": "dialectic",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dialectic is a kind of interpretation: structured exchange between positions recovers meaning that no single vantage can reach.",
    "reason": "Dialectic uses structured question-answer-clarification across multiple positions to expose assumptions, pressure claims, and converge on understandings unreachable from a single vantage point. The end product is a constrained reading of the matter under examination, answerable to the exchange's evidence and the framework that scopes available answers. That is the activity of Interpretation \u2014 recovering meaning from a representational substrate under a framework that makes some readings available and others not. Dialectic specializes interpretation to multi-voice procedural inquiry."
   },
   {
    "child": "hermeneutic_circle",
    "parent": "interpretation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle is the specific shape interpretation takes when understanding the whole and the parts must be revised against each other iteratively.",
    "reason": "The hermeneutic circle is the specific shape interpretation takes when the representational substrate is a complex whole whose meaning depends on its parts and whose parts depend on the whole. Interpretation's general operation \u2014 recovering meaning from a substrate given a constraining framework \u2014 is structurally particularized into iterative movement between part-reading and whole-reading, with the interpreter's fore-structure revised at each pass. The general activity of producing a constrained reading is preserved; the specific shape is the spirally-convergent loop with no terminal closure that this interdependence forces."
   },
   {
    "child": "historical_empathy",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical Empathy is a kind of interpretation: reconstructing past actors' frames recovers meaning under their available beliefs and constraints.",
    "reason": "Historical empathy interprets past actors under the beliefs, values, information, and options they actually faced, deliberately reconstructing the decision environment of the period rather than imposing present-day frameworks. That is the activity of Interpretation \u2014 recovering meaning from a representational substrate under a framework that makes some readings available and others not \u2014 specialized to historical evidence under the period's own conceptual scheme. Historical empathy is interpretation disciplined by anachronism-avoidance and period-internal framing."
   },
   {
    "child": "historicism",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historicism is a specific kind of interpretation that recovers meaning by reconstructing the period-specific conditions of a phenomenon.",
    "reason": "Historicism is a specialization of interpretation. The general pattern recovers meaning from a representational substrate given a framework that makes some readings available and others not, producing readings that are answerable to evidence and convention. Historicism instantiates this with the framework being the documentary, institutional, and material conditions of the phenomenon's specific historical period, treated as a precondition for understanding. Beliefs, institutions, and practices are read on their own terms by reconstructing the period; abstracting from those conditions is held to misread the phenomenon."
   },
   {
    "child": "narrative_construction_in_history",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historical narrative construction presupposes interpretation because selecting and connecting evidentiary traces into a story requires reading them within a meaning-recovery framework.",
    "reason": "Historical narrative construction presupposes interpretation because selecting events, sequencing them, and connecting them through causal and thematic links is interpretive work \u2014 each selection and connection is a reading of the evidentiary record under a framework that makes some readings available and others not. Without interpretation's underlying meaning-recovery operation, the construction would be mere chronology without significance, plot, or agency. Interpretation supplies the constrained-reading machinery on which the historian's emplotment, foregrounding, and moral commitments operate to produce a story rather than a list."
   },
   {
    "child": "parsing",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Parsing recovers latent hierarchical structure from a representational substrate (the sequence) under a framework (the grammar) \u2014 the syntactic-structure-recovery specialization of interpretation ('recover meaning from a representational substrate under a framework that makes some readings available').",
    "reason": "Parsing recovers latent hierarchical structure from a representational substrate (the sequence) under a framework (the grammar) \u2014 the syntactic-structure-recovery specialization of interpretation ('recover meaning from a representational substrate under a framework that makes some readings available'). Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Parsing preserves that general structure while adding its differentia: Recover hidden hierarchical structure from a flat sequence using a grammar. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "pattern_completion",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern completion is a specific kind of interpretation, recovering a coherent whole from partial input via stored priors.",
    "reason": "Pattern completion is a specialization of interpretation. The general pattern recovers meaning from a representational substrate given a framework that makes some readings available and others not, producing readings that are neither uniquely fixed by the input nor arbitrary. Pattern completion instantiates this with the substrate being partial, noisy, or ambiguous input and the framework being stored regularities, learned associations, or generative priors that fill in the unobserved parts. The reconstruction is constrained by priors and answerable to the input, which is exactly the productive-yet-bounded character of interpretation."
   },
   {
    "child": "phenomenalism",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phenomenalism presupposes interpretation because reducing physical-object talk to sense-experience talk is a specific framework for recovering meaning from sensory signs.",
    "reason": "Phenomenalism presupposes interpretation because its central thesis, that statements about physical objects are analyzable into statements about actual and possible sense-experiences, is an interpretive program: a specific framework that recovers the meaning of object-talk from the structured patterns of sensory content. Interpretation supplies the general operation of recovering meaning from a representational substrate under a constraining framework that makes some readings available and others not; phenomenalism is the philosophical reading of object-talk in which the substrate is sensory content and the framework is reductionist."
   },
   {
    "child": "phenomenology",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phenomenology presupposes interpretation because describing structures of lived experience requires reading meaning from how things appear to a subject.",
    "reason": "Phenomenology presupposes interpretation because the disciplined description of experience-as-experienced -- intentionality, horizon, temporal flow, embodiment -- is itself the recovery of meaning from presented appearances under a methodological framework (the epoche, eidetic reduction). Without interpretation's structured movement from a presented medium toward a constrained reading, the phenomenological epoche has no procedure: bracketing the natural attitude requires deciding what counts as the structure of appearance versus the natural-attitude residue. Phenomenology is interpretation turned reflexively on first-person experience."
   },
   {
    "child": "pragmatics",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pragmatics is 'the specific structural account of how SIGNALS acquire meaning beyond their literal content via patterned contextual machinery'; interpretation is the general act of assigning meaning to anything.",
    "reason": "Pragmatics is 'the specific structural account of how SIGNALS acquire meaning beyond their literal content via patterned contextual machinery'; interpretation is the general act of assigning meaning to anything. Pragmatics is the signal-specific species of interpretation. Interpretation supplies the genus: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Pragmatics preserves that general structure while adding its differentia: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "revisionism",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Revisionism is a specialization of interpretation in which an existing interpretive consensus is treated as provisional and tested against new inputs.",
    "reason": "Revisionism is a kind of interpretation specialized by its stance toward existing consensus readings: the prior interpretation is explicitly held as provisional, and new evidence, perspectives, or theoretical lenses are brought into contact with it to test, partly revise, or replace it. It inherits interpretation's commitment to recovering meaning from a representational substrate within a framework that constrains available readings, and supplies the specific case where the framework itself is held corrigible by design and successor interpretations are themselves offered as further open to revision."
   },
   {
    "child": "sensemaking",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sensemaking is a specialization of interpretation in which agents facing ambiguity actively construct a working account of what is happening.",
    "reason": "Sensemaking is a kind of interpretation specialized to ambiguous, surprising, or rapidly-unfolding situations: the interpreter extracts and brackets cues from an overwhelming stream, organizes them into a plausible identity-grounded narrative, and commits to a working frame that enables action. It inherits interpretation's commitment to producing constrained readings from a representational substrate within a framework, and supplies the specific case where the substrate is unfolding events under uncertainty and the constraint of action-readiness substitutes for the academic luxury of multiple consistent readings."
   },
   {
    "child": "teleology",
    "parent": "interpretation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleology is a kind of interpretation that recovers meaning by reading phenomena in terms of the ends or functions they serve.",
    "reason": "Teleology is a specialization of interpretation: it is the activity of recovering meaning from a phenomenon by reading it through the framework of ends-and-functions rather than efficient causes. It inherits interpretation's structural commitment \u2014 work from a presented medium toward a constrained reading answerable to evidence and convention \u2014 particularized to the end-oriented framework that makes \"that for the sake of which\" the load-bearing explanatory category. The functional answer is precisely an interpretive recovery."
   },
   {
    "child": "thick_description",
    "parent": "interpretation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thick_description 'exists FOR the sake of interpretation but is not interpretation' \u2014 interpretation is the act of assigning meaning, thick_description the prior recording discipline that preserves enough context for that act to be performable later.",
    "reason": "Thick_description 'exists FOR the sake of interpretation but is not interpretation' \u2014 interpretation is the act of assigning meaning, thick_description the prior recording discipline that preserves enough context for that act to be performable later. Presupposes interpretation as the downstream act it serves. Interpretation supplies the prerequisite condition: Recover meaning from a representational substrate under a framework that makes some readings available and others not. Thick Description operates against that background: Record a phenomenon together with the surrounding context that makes its meaning recoverable, not just the bare surface event. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "injectivity": [
   {
    "child": "bijectivity",
    "parent": "injectivity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Bijectivity contains Injectivity as its no-collision half; removing distinctness preservation leaves a surjection rather than a bijection.",
    "reason": "The bijective conjunction requires distinct inputs to land on distinct outputs. Without that invariant, every target may still be reached, but multiple sources can collide and the inverse is not uniquely defined. Injectivity is therefore a strict constituent inside Bijectivity, not a broader object that contains it."
   },
   {
    "child": "identifiability",
    "parent": "injectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identifiability is injectivity of an admissible internal-target-to-observation map.",
    "reason": "Identifiability specializes injectivity to a model or target parameter mapped into observable distributions. Success means singleton preimages on the admissible target subspace, with an epistemic gating interpretation."
   }
  ],
  "surjectivity": [
   {
    "child": "bijectivity",
    "parent": "surjectivity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Bijectivity contains Surjectivity as its no-gap half; removing full codomain coverage leaves an injection rather than a bijection.",
    "reason": "The bijective conjunction requires every declared target to have a source. Without that invariant, collisions may still be absent, but unused codomain elements prevent a two-sided inverse over the declared collections. Surjectivity is therefore the second strict constituent inside Bijectivity."
   },
   {
    "child": "coverage_reachability",
    "parent": "surjectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coverage / Reachability is a specialization of Surjectivity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Surjectivity supplies the genus: A coverage-guaranteeing mapping in which every element of the target is hit by some input, leaving no gap in the codomain. Coverage / Reachability preserves that general structure while adding its differentia: A completeness claim in the surjective direction: every required target in a target set is reachable from at least one of the system's inputs, pathways, or mechanisms. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "decomposition": [
   {
    "child": "binding_problem",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The binding problem arises only after a whole's features have been separated into independently processed streams whose original co-occurrence must be recovered.",
    "reason": "Binding is the inverse problem created by successful decomposition: features have already been extracted along separate channels, and no one channel retains the information needed to reconstruct which features belonged together. Without that prior separation there is no lost pairing to recover and therefore no binding problem, although binding is not itself a kind of decomposition."
   },
   {
    "child": "branch_and_bound",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Branch and bound is the specific shape decomposition takes for combinatorial optimization, partitioning the solution space into prunable subsets.",
    "reason": "Branch and bound is the specific shape decomposition takes when applied to combinatorial optimization. The general decomposition pattern breaks a whole into constituent parts such that the parts, properly combined, reconstitute the whole and enable independent analysis. Branch and bound instantiates this by recursively partitioning the solution space into subsets (branches), computing bounds on each subset's optimal value, and pruning subsets whose bound proves they cannot contain the optimum. The decomposition is into mutually exclusive subsets that together cover the original space, with bounding supplying the structural reason that allows whole regions to be dismissed without exploration."
   },
   {
    "child": "contact_response_decomposition",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Contact-Response Decomposition typically presupposes Decomposition, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Decomposition supplies the prerequisite condition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Contact-Response Decomposition operates against that background: Impact decomposes into how much contact occurs between a system and a driver times how strongly the system responds per unit of contact, two independently actionable terms. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "degrees_of_freedom",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom presupposes decomposition because the count of independent parameters is read off the system's decomposition into independent coordinates after constraints.",
    "reason": "Degrees of freedom quantifies the number of independent parameters required to specify a system's complete state, computed as unconstrained parameters minus constraints. This presupposes decomposition: breaking a whole into constituent parts whose independent analysis and recombination reconstitute it. The state is decomposed into a set of independent coordinates (mechanical generalized coordinates, statistical sample components, mechanism joints), each contributing one dimension to state space; constraints reduce the effective count. Without decomposition's structure-preserving partition into independent pieces, there is no notion of independent parameters to count."
   },
   {
    "child": "dynamic_programming",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dynamic programming is the specific shape decomposition takes when subproblems overlap and optimal substructure lets cached solutions compose into the full answer.",
    "reason": "Dynamic programming is the specific shape decomposition takes when the whole is a decision problem with optimal substructure and overlapping subproblems. The breaking-into-recombinable-parts pattern that decomposition names manifests here as identifying subproblems whose optimal solutions combine into the parent's optimum; the overlap means the same parts recur, making memoization or bottom-up tabulation transform exponential recursion into polynomial computation. Optimal substructure is the reversibility-and-recombinability condition decomposition presupposes, sharpened for optimization contexts. After the operations_research frame is stripped away, the retained structural roles are those of Decomposition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Dynamic Programming adds the local frame and commitments expressed in its identity: Solve via subproblem reuse. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "factorial_design",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial Design is the specific shape decomposition takes when an experiment is structured into factors with main effects and interactions.",
    "reason": "A factorial design varies multiple factors simultaneously at multiple levels in a single integrated experiment, exposing each factor's main effect and the interactions between factors. The whole experiment is broken into a structured set of parts \u2014 factors and their level combinations \u2014 that, properly combined, reconstitute the full design and license clean attribution of variation. That is the move of Decomposition, here specifically shaped as a multi-factor cross-classification that exposes both additive contributions and interaction structure invisible to one-factor-at-a-time designs."
   },
   {
    "child": "factorization",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Not generic decomposition \u2014 factorization adds a hard constraint decomposition lacks': the parts must be same-type and recombine under a NATIVE binary operation under which the kind is closed, recovering the original exactly.",
    "reason": "'Not generic decomposition \u2014 factorization adds a hard constraint decomposition lacks': the parts must be same-type and recombine under a NATIVE binary operation under which the kind is closed, recovering the original exactly. A specialization of decomposition (any split). Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Factorization preserves that general structure while adding its differentia: Expressing one object as a product of same-type factors under its native operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "failure_mode_and_effects_analysis_fmea",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "FMEA decomposes a system or process into distinct failure modes, causes, local effects, and downstream effects for separate evaluation.",
    "reason": "FMEA decomposes a system or process into distinct failure modes, causes, local effects, and downstream effects for separate evaluation. After the engineering_design frame is stripped away, the retained structural roles are those of Decomposition: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Failure Mode and Effects Analysis (FMEA) adds the local frame and commitments expressed in its identity: Identify failure modes. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "modularity",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Modularity is decomposition into discrete, independently-revisable units joined by stable interfaces.",
    "reason": "Modularity is decomposition into discrete, independently-revisable units joined by stable interfaces. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Modularity preserves that general structure while adding its differentia: Breaks systems into smaller units. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "perturbation_theory",
    "parent": "decomposition",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape decomposition takes when a Hamiltonian is split into a solvable part plus a small perturbing operator.",
    "reason": "Perturbation theory is the structurally-particularized form decomposition takes when the whole \u2014 an intractable Hamiltonian, Lagrangian, or operator \u2014 is broken into H\u2080 + \u03bbV such that H\u2080 is exactly solvable and the parts properly combined reconstitute the original. It inherits decomposition's commitment that the pieces, analyzed independently and recombined, reproduce the whole, particularized by the order-by-order expansion in \u03bb. The reversibility runs through resummation; the structure-preservation runs through the algebra of unperturbed eigenstates."
   },
   {
    "child": "pipeline",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A pipeline is a specialization of decomposition that breaks a workflow into ordered stages whose outputs feed the next.",
    "reason": "A pipeline is a specialization of decomposition. Specifically, it instantiates the breaking-a-whole-into-recombinable-parts pattern with the additional commitment that the parts are sequenced stages and the recombination is a directed flow: each stage accepts the prior stage's output and produces input for the next. Like other decompositions, it assumes independent analysis of pieces yields the whole; the pipeline subclass enables concurrent processing of different stages on different items, trading staging overhead for throughput gains through overlap."
   },
   {
    "child": "reverse_engineering",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Decomposition is an internal operation in reverse engineering, separating an existing system into components and relations before its design logic is reconstructed.",
    "reason": "Reverse engineering works backward from an existing artifact or observable system to recover its components, interfaces, operational logic, and design rationale. Decomposition is an internal operation within that larger process: the analyst separates the whole into independently examinable parts and maps their relations before using abductive inference and validation to reconstruct how and why the system works. Decomposition is therefore necessary internal machinery, but it does not exhaust reverse engineering's inference, documentation, or validation commitments."
   },
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An EXACT, residual-free specialization of decomposition: a weighted-mean change split identically into covariance-of-weight-with-trait (selection) and share-weighted within-unit change (transmission).",
    "reason": "An EXACT, residual-free specialization of decomposition: a weighted-mean change split identically into covariance-of-weight-with-trait (selection) + share-weighted within-unit change (transmission). The Price equation is its generator; FHK and Brinson are the same identity for firms/portfolios. Dossier-confirmed specialization edge."
   },
   {
    "child": "stovepipe_system",
    "parent": "decomposition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Stovepipe System presupposes Decomposition into parallel verticals; the pathology is that shared concerns are duplicated and no horizontal recomposition layer exists.",
    "reason": "A Stovepipe System cannot exist until a larger capability has been divided into separately owned or implemented vertical stacks. It adds a particular defective decomposition: cross-cutting concerns are reimplemented inside each vertical, interfaces and horizontal services are absent, and system-level recomposition pays a super-linear integration tax. Modularity is not the genus because its live identity requires defined shared interfaces that the stovepipe constitutively lacks."
   },
   {
    "child": "top_down_perspectives",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Top-down analysis is decomposition specialized to beginning with whole-system goals and constraints and deriving the lower-level parts and mechanisms they require.",
    "reason": "Every top-down analysis divides a whole into component roles that can explain or realize the whole. It adds a directional inference from the global purpose, property, or constraint downward to the lower-level structures and behaviors that must support it."
   },
   {
    "child": "vulnerability_decomposition",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A multiplicative factorisation V = Exposure \u00d7 Sensitivity / Adaptive-Capacity of a system-stressor pair, each factor with its own intervention family \u2014 a specialization of decomposition applied to a vulnerability scalar.",
    "reason": "A multiplicative factorisation V = Exposure \u00d7 Sensitivity / Adaptive-Capacity of a system-stressor pair, each factor with its own intervention family \u2014 a specialization of decomposition applied to a vulnerability scalar. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Vulnerability Decomposition preserves that general structure while adding its differentia: A system's vulnerability to a named stressor factors into exposure, sensitivity, and adaptive capacity, each admitting its own intervention family. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "yield_loss",
    "parent": "decomposition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The decisive move is decomposing one deficit scalar into a partition of named, rankable, removable loss channels \u2014 a specialized decompose-and-attack protocol.",
    "reason": "The decisive move is decomposing one deficit scalar into a partition of named, rankable, removable loss channels \u2014 a specialized decompose-and-attack protocol. Decomposition supplies the genus: Breaking a whole into parts that can be analyzed independently and recombined to reconstitute the whole, making complexity tractable through divide-and-conquer. Yield Loss preserves that general structure while adding its differentia: The gap between a transformation's theoretical maximum output and its realized output, decomposed under a balance constraint into named loss channels that sum to the deficit and can be ranked and attacked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "flow": [
   {
    "child": "bioaccumulation",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bioaccumulation presupposes flow because it names the net retention that occurs when an inflow of a substance exceeds the organism's outflow capacity.",
    "reason": "Bioaccumulation presupposes flow because it describes the structural condition in which a substance enters an organism faster than it is metabolized, excreted, or otherwise eliminated, producing net buildup over time. The very notion of accumulation requires the prior availability of directional transfer of a quantity across the organism's boundary, with rates of entry and exit, conservation, and sinks. Flow supplies that general transport apparatus; bioaccumulation is what happens when inflow systematically outruns outflow in a biological compartment."
   },
   {
    "child": "blockage_release_dynamics",
    "parent": "flow",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Blockage-release dynamics contains a flow that would otherwise pass continuously through the system.",
    "reason": "Without a moving quantity intercepted by the barrier, there is nothing to impound, accumulate, temporally compress, or discharge downstream. Flow supplies an internal constituent: Structured movement of energy, matter, or information. Blockage Release Dynamics requires that role within this mechanism: A barrier stores accumulating flow until it fails, converting steady load into a single discontinuous release far larger than the original flow. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "clearance_rate",
    "parent": "flow",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Clearance Rate is the internally governed outbound-flow specialization that removes a measurable stock from a bounded system per unit time.",
    "reason": "It separates removal from upstream input and adds first-, zero-, or mixed-order kinetics, pathway vulnerability, half-life, saturation, and clearance-side intervention. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Flow: Structured movement of energy, matter, or information. Clearance Rate adds the local frame and commitments expressed in its identity: The rate at which a bounded system removes substrate is a control surface separable from input, with kinetic regime and vulnerability that input-side reasoning misses. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "convection",
    "parent": "flow",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convection is a specialization of flow whose transport is carried by buoyancy-driven bulk motion of the fluid itself.",
    "reason": "Convection is a specialization of flow in which the transported quantity, typically heat or mass, is carried by coherent bulk-fluid displacement driven by density contrasts arising from temperature or composition gradients. It inherits the general flow commitment of directional transfer of a conserved quantity through a system with rates, conservation, and a driving gradient, and specializes by fixing the transport mechanism to self-organized buoyant circulation rather than diffusion, pressure-driven channel flow, or advection by an externally imposed velocity field."
   },
   {
    "child": "diffusion",
    "parent": "flow",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diffusion is a specialization of flow in which net transport arises from microscopic stochastic motion down a concentration gradient.",
    "reason": "Diffusion is a specialization of flow in which the transport mechanism is the aggregate of microscopic random walks rather than coherent bulk motion, and the driving gradient is in concentration of the transported quantity itself. It inherits the general flow commitment of directional transfer of a conserved quantity from source to sink along a gradient, and specializes by fixing the mechanism to stochastic redistribution that yields Fick's-law proportionality between flux and gradient, with no central agent directing the movement."
   },
   {
    "child": "input_pressure",
    "parent": "flow",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Input Pressure is the externally sourced, sustained-rate specialization of Flow acting as load on a bounded receiving system.",
    "reason": "Flow supplies quantity per time across a boundary; Input Pressure fixes source externality, persistence, rate distribution, bounded response, and driver-side factoring. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Flow: Structured movement of energy, matter, or information. Input Pressure adds the local frame and commitments expressed in its identity: A sustained external input rate acts as the load variable a bounded receiving system must absorb or respond to. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "mixing",
    "parent": "flow",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Mixing contains transport flows that exchange constituents among regions while conserving the total amount being redistributed.",
    "reason": "Flow is the movement constituent inside Mixing. Whether the carrier is advection, diffusion, circulation, shuffling, or exchange, distinguishable material or information must cross local partitions for composition to become less dependent on original position. Mixing adds repeated interpenetration and the resulting reduction of spatial or sequential segregation; a flow can transport without mixing."
   },
   {
    "child": "network_flow_models",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Network flow models presuppose flow because they formalize routing and allocation as directed transport with capacity limits and conservation at every node.",
    "reason": "Network flow models presuppose flow because their entire formulation imports flow's structural commitments: a conserved quantity moves through directed edges with capacity limits, conservation at internal nodes equates inflow with outflow, and the objective is to maximize or cost-minimize a directional throughput from source to sink. Without the prior availability of flow as continuous directional transfer obeying conservation and gradient-driven movement through a structured channel network, max-flow, min-cost flow, and multi-commodity flow have no substrate on which their LP structure can rest."
   },
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes flow because pharmacokinetic transport of drug across body compartments is structurally a flow of matter through a network.",
    "reason": "PK/PD modeling characterizes how drug concentration moves through body compartments \u2014 absorption, distribution, metabolism, excretion \u2014 which is structurally a flow process: a conserved quantity transported through a network along gradients, governed by rate and continuity equations. Without flow's machinery of directional transport with conservation, rate, and channel structure, the compartmental pharmacokinetic representation would have no transport-dynamics framework to deploy. Flow supplies the conserved-quantity transport substrate that pharmacokinetic modeling instantiates for drug molecules in physiological compartments."
   },
   {
    "child": "queueing",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Queueing presupposes flow because waiting only arises when an inflow of work items meets a service capacity that constrains throughput.",
    "reason": "Queueing presupposes flow because its structural setting is a directional transfer of items from arrival to service to departure, with rates, conservation, and channel constraints all native to flow. Without the prior availability of flow as a continuous directional transfer through a system with defined source, channel, and sink, there is no inflow-and-outflow geometry against which finite service capacity can create accumulation. Little's law and the rest of queueing theory presuppose the flow conservation that ties arrival rate to throughput and time-in-system."
   },
   {
    "child": "signature_borne_provenance",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance presupposes flow to transport a signed parcel away from its formation context.",
    "reason": "Without movement through a carrier or medium, the signature does not preserve origin across changing location and the downstream backward-inference problem does not arise. Flow supplies the prerequisite condition: Structured movement of energy, matter, or information. Signature-Borne Provenance operates against that background: A conservative property carries origin through transport, read back without a custody chain. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "source_sink_habitat",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Source-sink dynamics is constituted by a DIRECTED FLOW between sites on which the sink depends ('the direction of the flow is load-bearing'); it presupposes flow.",
    "reason": "Source-sink dynamics is constituted by a DIRECTED FLOW between sites on which the sink depends ('the direction of the flow is load-bearing'); it presupposes flow. Flow supplies the prerequisite condition: Structured movement of energy, matter, or information. Source-Sink Dynamics operates against that background: A system persists across coupled sites with asymmetric net balance: net-producing sources export a surplus that sustains net-consuming sinks which would decline in isolation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "topographic_forcing",
    "parent": "flow",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Topographic forcing requires an incident flow whose path, momentum, and flux distribution can be reorganized by fixed relief.",
    "reason": "Flow supplies the moving medium in the interaction. Relief without incident flow is only geometry; once a current passes it, the boundary can deflect streamlines, create vertical motion, shed wakes, generate waves, and localize dissipation. Topographic Forcing adds the fixed spatial geometry and the resulting field reorganization."
   }
  ],
  "uncertainty": [
   {
    "child": "black_swan_high_impact_low_probability_events",
    "parent": "uncertainty",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Black swans are the specific shape uncertainty takes for high-impact events that fall outside prior models and get rationalized only after they occur.",
    "reason": "Uncertainty is the structural condition of incomplete or contested knowledge, including deep uncertainty where the space of possibilities is not fully characterized. Black swans are the particular shape this condition takes for events that combine apparent rarity given operative models, outsized impact, and retrospective predictability. They live in the deep-uncertainty band \u2014 outside the model's anticipated tail \u2014 and become subject to post-hoc rationalization. A structurally-particularized instance of uncertainty whose specific signature is model-misspecification at the tail combined with impact disproportionate to anticipated routine variance."
   },
   {
    "child": "chestertons_fence",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The heuristic applies because the retained structure's function and the consequences of removal are uncertain.",
    "reason": "The heuristic applies because the retained structure's function and the consequences of removal are uncertain. Uncertainty supplies the prerequisite condition: Incomplete knowledge. Chesterton's Fence operates against that background: The persistence of a structure is evidence that it encodes a constraint, so understand its function before removing it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "confidence_intervals",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confidence intervals are a specific kind of uncertainty quantification, supplying interval estimates with calibrated long-run coverage.",
    "reason": "Confidence intervals are a specialization of uncertainty. The general pattern is the structural condition of incomplete knowledge about a parameter, with the commitment to specify the unknown, the evidence, the form of unknowing, and the calibration. Confidence intervals instantiate this with the evidence being sample data, the form being a sampling-distribution-derived interval, and the calibration being the pre-specified long-run frequency with which the procedure covers the true parameter. It is uncertainty formalized as a procedure-level coverage claim about the unknown, distinct from but complementary to Bayesian credible intervals over the parameter directly."
   },
   {
    "child": "conjugate_observable_complementarity",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Conjugate-Observable Complementarity is typically a specialization of Uncertainty, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Uncertainty supplies the genus: Incomplete knowledge. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "curiosity",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Curiosity presupposes uncertainty because the perceived knowledge gap that motivates information-seeking is itself an uncertainty state.",
    "reason": "Curiosity presupposes uncertainty because the information-gap that drives exploration is a specific uncertainty condition: the reasoner perceives an unknown quantity (the missing knowledge), evidence about its possible resolution, and a felt difference between current and possible states of fuller knowing. Without uncertainty's apparatus for distinguishing known from unknown and characterizing the unknown, there is no gap to feel or close. Curiosity is the motivational response to epistemic uncertainty operating in the Goldilocks zone where closure feels both possible and worth the effort."
   },
   {
    "child": "foreseeing_prediction",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Foreseeing presupposes uncertainty because predicting a future state requires the incomplete knowledge that makes the future an unknown to be characterized.",
    "reason": "Foreseeing forms a structured belief about a future state, specifying not just what will happen but the range of plausible outcomes with confidence or probability attached. This presupposes uncertainty: the structural condition of incomplete knowledge about a future state, with the commitment to specify the unknown, the evidence base, and the form of unknowing. The future is the canonical unknown variable; the predictive model is a tool for navigating it; the projected range with attached probability is the uncertainty quantification itself. Without uncertainty's framing of incomplete knowledge as a structured object, prediction collapses into mere assertion."
   },
   {
    "child": "measurement_and_disturbance",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement and disturbance presupposes uncertainty because the trade-off between information gained and disturbance incurred is fundamentally an uncertainty-management problem.",
    "reason": "Measurement and disturbance names the structural challenge that every measurement couples the system to an apparatus and thereby alters what is being measured, producing a trade-off between information gained and disturbance incurred. This presupposes uncertainty: the structural condition of incomplete knowledge about a system's state, with the commitment to distinguish what is known from what is not. The measurement act is a controlled reduction of epistemic uncertainty that introduces new uncertainty about the perturbed state. Without uncertainty's framing of incomplete knowledge as the target of inquiry, there is no information-versus-disturbance trade-off to characterize."
   },
   {
    "child": "optionality",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality presupposes uncertainty because the asymmetric value of an option only exists when future states are not yet known.",
    "reason": "Optionality is the asymmetric value of holding a right without a duty \u2014 bounded downside, unbounded upside \u2014 preserved by paying a premium now for the privilege to decide later. That asymmetric value depends entirely on future states being unknown: if the future were certain, there would be no reason to keep choice open and the option would collapse to its expected exercise value. Uncertainty \u2014 the structural condition of incomplete knowledge about future states \u2014 is the very substrate that makes preserved maneuverability worth paying for, so optionality cannot exist without it."
   },
   {
    "child": "retention_under_removal_uncertainty",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The retention dynamic depends on uncertainty about an element's hidden function or the consequences of removing it.",
    "reason": "The retention dynamic depends on uncertainty about an element's hidden function or the consequences of removing it. Uncertainty supplies the prerequisite condition: Incomplete knowledge. Retention Under Removal Uncertainty operates against that background: A durable system accumulates obsolete-but-not-removable elements because each removal decision faces an asymmetric cost that loses individually and wins only in the integral. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "risk",
    "parent": "uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk is a specialization of uncertainty; it is the case where the unknown distribution has been quantified and attached to stakes.",
    "reason": "Uncertainty is the structural condition of incomplete or contested knowledge about a system's state, future, or governing rules. Risk is the specific case where the unknown has been rendered measurable \u2014 a probability distribution can be assigned over outcomes \u2014 and where some outcomes are valued as harmful. It inherits uncertainty's incomplete-knowledge structure and adds two specifications: quantifiability and stakes. This is the Knightian fork: where probabilities are assignable, uncertainty hardens into risk. A specialization of uncertainty keyed to measurability plus adverse-outcome valuation."
   },
   {
    "child": "statistical_inference",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical Inference presupposes Uncertainty: the whole apparatus exists to draw conclusions despite incomplete and sample-limited knowledge.",
    "reason": "Statistical inference is the reasoning by which finite-sample observations support claims about populations or mechanisms, with explicit accounting for sampling variability and model assumptions. The apparatus is meaningful only because the conclusions are not deterministic: aleatoric noise, epistemic ignorance, and finite data leave irreducible gaps. Inference presupposes Uncertainty as its operating condition \u2014 its central tools, from confidence intervals to posterior distributions, are explicit characterizations of what remains unknown after the data are in."
   },
   {
    "child": "value_of_information",
    "parent": "uncertainty",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The comparison presupposes unresolved uncertainty about states or consequences that additional evidence could reduce.",
    "reason": "When the relevant state and action consequences are already known, information cannot improve the choice and the value collapses to zero. Uncertainty supplies the unresolved alternatives over which evidence can change beliefs; the prime adds the decision-sensitive valuation of reducing that uncertainty."
   }
  ],
  "selective_information_severance": [
   {
    "child": "blinding",
    "parent": "selective_information_severance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Blinding is the experiment-design/bias-control specialization (sever the treatment-assignment channel to the evaluator).",
    "reason": "Blinding is the experiment-design/bias-control specialization (sever the treatment-assignment channel to the evaluator). Selective Information Severance supplies the genus: Deliberately cutting an information channel on a need-to-know basis, so a party cannot act on, be biased by, or leak information it never receives. Blinding preserves that general structure while adding its differentia: Deliberately withholding a specific piece of information from a decision-maker so a downstream judgment cannot be contaminated by it \u2014 a targeted severance of a bias channel. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "principle_of_least_privilege",
    "parent": "selective_information_severance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Least_privilege is the security specialization (sever every channel a component does not need; blast-radius limitation).",
    "reason": "Least_privilege is the security specialization (sever every channel a component does not need; blast-radius limitation). Selective Information Severance supplies the genus: Deliberately cutting an information channel on a need-to-know basis, so a party cannot act on, be biased by, or leak information it never receives. Principle of Least Privilege preserves that general structure while adding its differentia: Granting each component only the minimum authority its function requires bounds the blast radius of its compromise or error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "confounding": [
   {
    "child": "blocking_in_experimental_design",
    "parent": "confounding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Blocking presupposes confounding because the technique exists specifically to neutralize known nuisance variables that would otherwise confound the treatment effect.",
    "reason": "Blocking partitions experimental units into groups matched on a known nuisance variable, so that comparisons of treatments occur within blocks where that variable is held effectively constant \u2014 neutralizing its capacity to confound. Without confounding's machinery \u2014 the principle that third variables associated with both treatment and outcome distort the causal estimate \u2014 there would be no diagnosis identifying which variables to block on and no rationale for the within-block comparison structure. Confounding supplies the bias mechanism that blocking is specifically engineered to counter."
   },
   {
    "child": "correlated_source_attribution_failure",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Correlated-Source Attribution Failure is a specialization of Confounding, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Confounding supplies the genus: Hidden variable interference. Correlated-Source Attribution Failure preserves that general structure while adding its differentia: When combined sources share underlying variation, joint inference stays strong while attribution to any individual source becomes unstable, sign-flipping, or arbitrary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "simpson_yule_effect",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Simpson\u2013Yule effect is 'the DRAMATIC special case' of confounding \u2014 distortion severe enough that the pooled association reverses/vanishes/appears under aggregation.",
    "reason": "The Simpson\u2013Yule effect is 'the DRAMATIC special case' of confounding \u2014 distortion severe enough that the pooled association reverses/vanishes/appears under aggregation. 'All Simpson\u2013Yule reversals are instances of confounding, but most confounding is not severe enough.' Strict specialization. Confounding supplies the genus: Hidden variable interference. Simpson\u2013Yule Effect preserves that general structure while adding its differentia: An association measured in pooled data can reverse, vanish, or appear once the data are partitioned by a confounder unevenly distributed across the compared groups. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "simpsons_paradox",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simpson's paradox is the most dramatic SYMPTOM of confounding \u2014 the case severe enough to flip the SIGN between aggregate and every subgroup.",
    "reason": "Simpson's paradox is the most dramatic SYMPTOM of confounding \u2014 the case severe enough to flip the SIGN between aggregate and every subgroup. Every Simpson reversal is a confounding case; most confounding is not a Simpson reversal. A specialization/extreme-case of confounding."
   },
   {
    "child": "washout_failure",
    "parent": "confounding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Washout failure is a specific TEMPORAL variety of confounding: the confounder is the residual state of a prior condition on the same unit, decaying on a half-life, biasing a successor estimate.",
    "reason": "Washout failure is a specific TEMPORAL variety of confounding: the confounder is the residual state of a prior condition on the same unit, decaying on a half-life, biasing a successor estimate. frames it as 'one particular member' of confounding. Confounding supplies the genus: Hidden variable interference. Washout Failure preserves that general structure while adding its differentia: When the same unit is observed under successive conditions, residual state from the first contaminates the second unless a gap long enough to dissipate it is built in, so underestimating that dissipation time reads the decaying tail of the old condition as an effect of the new one. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "experimental_design": [
   {
    "child": "blocking_in_experimental_design",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Blocking is the specific shape experimental design takes when known nuisance variability is absorbed by stratifying units before randomization.",
    "reason": "Blocking is the particular form experimental design takes when the investigator already knows the population is heterogeneous along an identifiable nuisance dimension. By partitioning units into matched groups and running each treatment within every block, blocking removes that variability from the error term rather than leaving it as noise, sharpening the causal estimate. The general architecture of principled comparison under randomization is here specialized to handle known systematic heterogeneity through stratified assignment, preserving exchangeability within blocks while controlling between-block variance."
   },
   {
    "child": "confounding",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confounding presupposes Experimental Design: identifying and controlling third-variable common causes is the central problem the design must address.",
    "reason": "Confounding occurs when a third variable that is a common cause of putative cause and effect distorts the observed association, fabricating, exaggerating, attenuating, or reversing it. The concept is meaningful only against a design that seeks to license causal or comparative inference: randomization, blocking, stratification, and matching all exist precisely to neutralize confounders. Confounding presupposes Experimental Design as the framework whose ambitions it threatens and whose protocols it forces."
   },
   {
    "child": "empirical_no_failure_anchor",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The anchor presupposes a designed investigation that fixes tested levels, sampled units, duration, endpoints, replication, and the detection apparatus.",
    "reason": "The anchor presupposes a designed investigation that fixes tested levels, sampled units, duration, endpoints, replication, and the detection apparatus. Changing dose spacing, sample size, duration, endpoint sensitivity, or replication can move the highest passed level while the underlying system stays fixed; without a designed test regime the anchor has no identity. The anchor is an output statistic and boundary claim produced by a design; Experimental Design is the wider architecture for gathering comparative or causal evidence."
   },
   {
    "child": "factorial_design",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial design is the specific shape experimental design takes when multiple factors are varied simultaneously to reveal main effects and interactions.",
    "reason": "Factorial design is the particular form experimental design takes when several factors are crossed within one integrated experiment rather than varied one-at-a-time. The structure observes every combination (or a balanced subset) of factor levels, which both estimates main effects efficiently and reveals interactions \u2014 effects that depend on other factors' levels \u2014 that no single-factor design can detect. The general architecture of principled comparison under randomization is specialized here to multi-factor combinatorial assignment, trading one-at-a-time intuition for combinatorial efficiency and interaction-detection."
   },
   {
    "child": "randomization",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Randomization is the specific shape experimental design takes when treatment assignment is made stochastic to neutralize observed and unobserved confounders.",
    "reason": "Randomization is the particular form experimental design takes for the assignment step: units are allocated to treatment conditions by an explicitly stochastic mechanism with specified probabilities independent of unit characteristics. This achieves the structural property that treatment groups are expected statistically equivalent on all pre-treatment variables \u2014 measured and unmeasured. The general architecture of principled comparison for causal inference is specialized here to the stochastic-assignment mechanism, with chance-driven allocation as the lever that neutralizes confounding and supports valid causal inference."
   },
   {
    "child": "sampling_representativeness",
    "parent": "experimental_design",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sampling representativeness is the specific shape experimental design takes when inference from observed units must generalize to a defined target population.",
    "reason": "Sampling representativeness is the particular form experimental design takes when the inferential target is a defined population from which units are drawn. The principle requires that every unit have a specified non-zero selection probability, permitting design-based inference without untestable assumptions about how sampled units mirror unsampled ones. The general architecture of principled-comparison-and-inference is specialized here to the population-generalization problem, with probability sampling as the specific mechanism that calibrates sample statistics to population parameters."
   },
   {
    "child": "statistical_power",
    "parent": "experimental_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical power presupposes experimental design because its computation requires the pre-specified architecture of treatment assignment, sample size, and outcome measurement.",
    "reason": "Statistical power presupposes experimental design because the quantities binding power \u2014 effect size, sample size, significance level, variability \u2014 are all set by the design choices that allocate units to treatments, specify outcome measurement, and control noise. It inherits experimental design's commitment to principled architecture for causal inference under constraints, and operates as the diagnostic that asks whether the design is adequately sized to detect a true effect. Power analysis is design's planning tool."
   }
  ],
  "overshoot_and_collapse": [
   {
    "child": "bloom_and_bust_cycle",
    "parent": "overshoot_and_collapse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bloom_and_bust is the POPULATION-LEVEL instance of the arc (explosive growth on an abundant input then self-poisoning crash); overshoot_and_collapse is the general genus.",
    "reason": "Bloom_and_bust is the POPULATION-LEVEL instance of the arc (explosive growth on an abundant input then self-poisoning crash); overshoot_and_collapse is the general genus. Overshoot and Collapse supplies the genus: An enabling input that is beneficial at low levels crosses an assimilation ceiling and inverts into a self-amplifying degrading load, depleting a secondary resource and locking in a hysteretic worse regime that does not reverse when the input is removed. Bloom And Bust Cycle preserves that general structure while adding its differentia: Saturating growth collapses, and the collapse itself becomes a second, often larger, stressor. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "eutrophication",
    "parent": "overshoot_and_collapse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "DEMOTED domain-specific prime (batch_02 record) whose relocation parent this is: the limnology instance of beneficial-input inversion and hysteretic lock-in.",
    "reason": "DEMOTED domain-specific prime (batch_02 record) whose relocation parent this is: the limnology instance of beneficial-input inversion and hysteretic lock-in. names eutrophication as its canonical case and relocation target. Overshoot and Collapse supplies the genus: An enabling input that is beneficial at low levels crosses an assimilation ceiling and inverts into a self-amplifying degrading load, depleting a secondary resource and locking in a hysteretic worse regime that does not reverse when the input is removed. Eutrophication preserves that general structure while adding its differentia: An enabling input crosses an assimilation ceiling and inverts into a degrading load, driving a self-amplifying bloom that depletes a secondary resource and locks in a worse regime. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "recursion": [
   {
    "child": "bootstrapping",
    "parent": "recursion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bootstrapping presupposes recursion because each stage must use products of an earlier stage to construct the next stage until the target system can sustain itself.",
    "reason": "The minimal seed does not jump directly to the finished system. It produces a capability that is fed back as an input to produce the next capability, repeating the same self-lifting relation across stages. Without recursive reuse of prior-stage output, the process is ordinary initialization from an external scaffold rather than bootstrapping."
   },
   {
    "child": "infinite_regress",
    "parent": "recursion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Infinite regress is a specialization of recursion in which the self-referential chain lacks a base case and continues without terminating.",
    "reason": "Infinite regress is a specialization of recursion in which the defining feature of a base case is absent: each step generates a further step of the same kind, and no terminating condition halts the chain. It inherits the recursive structure of a rule that relates each instance to a smaller or similar one, and specializes by stripping out the well-founded measure that would force termination. The same self-similar structure that grounds productive mathematical recursion, deprived of its base case, becomes the diagnostic problem of an unending justification chain."
   }
  ],
  "dependency": [
   {
    "child": "bottleneck",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A bottleneck presupposes dependency because the slowest-element-governs-the-whole pattern only obtains in a chain of dependent operations.",
    "reason": "A bottleneck presupposes dependency because the binding-local-constraint-governs-global-rate signature only obtains where operations are linked by directed reliance into chains or networks. Without dependency's structure \u2014 one stage cannot proceed unless its upstream input is supplied \u2014 there is no chain whose throughput could be capped by its slowest link, and improving non-bottleneck elements would not be wasted. Dependency supplies the coupling that makes throughput a system property rather than a sum of independent rates; the bottleneck is then the specific node where that coupling becomes the binding constraint."
   },
   {
    "child": "caldera_collapse",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caldera collapse presupposes a load-bearing structure that depends on a support medium whose withdrawal supplies the failure mode.",
    "reason": "The overburden remains intact and its load unchanged; failure occurs because a reliance condition is progressively removed until the unsupported structure drops into the void."
   },
   {
    "child": "causality",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Causality is a specialization of dependency in which one event productively brings about another with counterfactual modal robustness.",
    "reason": "Causality is a specialization of dependency. The general dependency pattern is the directed asymmetric relation in which one element cannot proceed, function, or be interpreted unless a condition on another is met. Causality specializes by adding two commitments: a productive mechanism linking cause to effect (not merely correlation or precedence) and counterfactual modal robustness (had the cause not occurred, the effect would have differed). The same directed-asymmetric-reliance logic of dependency applies, with productive connection and counterfactual support as the specific gates distinguishing causation from looser dependence."
   },
   {
    "child": "coordination",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes dependency because alignment of independently controlled actors is only required when their actions are mutually contingent.",
    "reason": "Coordination presupposes dependency because the active alignment of independently controlled actors only becomes a problem when one actor's progress, output, or interpretation depends on another's. Without dependency's directed reliance \u2014 A cannot proceed unless a condition on B is met \u2014 there is nothing to synchronize: independent actors with no coupling can act in parallel without any coordination machinery. Dependency supplies the structural couplings that make coordination necessary; coordination then supplies the protocols, signals, and shared frames that resolve those couplings into coherent collective outcomes."
   },
   {
    "child": "cross_boundary_subsidy",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cross-boundary subsidy is a directional resource flow creating donor-coupling reliance, matching dependency's asymmetric-reliance definition.",
    "reason": "Cross-boundary subsidy is a directional resource flow creating donor-coupling reliance, matching dependency's asymmetric-reliance definition. Dependency supplies the genus: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Cross-Boundary Subsidy preserves that general structure while adding its differentia: An asymmetric, sustained flow of a sustaining resource across a boundary holds a recipient above its endogenous capacity, creating donor-coupling vulnerability mistaken for autonomy. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "dependency_distribution_concentration",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "How a system's dependency WEIGHT is distributed across providers; it presupposes a dependency structure and characterizes the shape of that reliance (a graph-weight property).",
    "reason": "How a system's dependency WEIGHT is distributed across providers; it presupposes a dependency structure and characterizes the shape of that reliance (a graph-weight property). Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Dependency Distribution Concentration operates against that background: How a system's dependency weight is distributed across providers \u2014 concentrated or spread \u2014 is a structural property that bounds its fragility independent of its own defenses. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "entanglement",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Entanglement is a kind of dependency: subsystems acquire a directed reliance such that one's state cannot be specified without the other's.",
    "reason": "Entanglement is the quantum-mechanical condition in which subsystems are described by a single joint state that cannot be factored into independent subsystem states, so the value of measurements on one is correlated with measurements on another in ways no local description supports. That irreducible reliance of one subsystem's specification on another is the structure of Dependency \u2014 one element cannot be characterized or acted on independently of another. Entanglement specializes dependency to joint quantum states."
   },
   {
    "child": "infinite_regress",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An infinite regress is a kind of dependency chain in which each element depends on a further element of the same kind without termination.",
    "reason": "An infinite regress is a specialization of dependency where the directed relation \"A relies on B being prior, present, or supplied\" iterates without natural stopping point: each justifier, explainer, or ground itself requires another of the same kind. It inherits dependency's core asymmetry but adds the structural feature that the chain is non-terminating unless exited via foundationalism, circularity, or explicit endorsement of the unbounded series. The pathology is precisely a dependency relation that fails to reach a base case."
   },
   {
    "child": "inheritance",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Inheritance is the specific dependency of a derivative on a parent ALONG A LINEAGE, with default carry-over and substitutability \u2014 a specialization of bare dependency ('not dependency in general').",
    "reason": "Inheritance is the specific dependency of a derivative on a parent ALONG A LINEAGE, with default carry-over and substitutability \u2014 a specialization of bare dependency ('not dependency in general'). Dependency supplies the genus: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Inheritance preserves that general structure while adding its differentia: Transmitting structure along a lineage by default, with selective override. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "inherited_substrate_risk",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Inherited-substrate risk operates on a borrowed substrate the system relies on without re-deriving it; it presupposes a dependency relation and adds the audit-boundary asymmetry and latent origin condition.",
    "reason": "Inherited-substrate risk operates on a borrowed substrate the system relies on without re-deriving it; it presupposes a dependency relation and adds the audit-boundary asymmetry and latent origin condition. 'every inherited substrate is a dependency' but adds a direction-of-attention claim. Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Inherited-Substrate Risk operates against that background: A system built on a borrowed or inherited substrate carries forward latent conditions of the substrate's origin through an inheritance channel that the new system's audit boundary does not cross, so the risk concentrates exactly where attention does not. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "legacy_integration",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Legacy integration presupposes dependency because preserving institutional knowledge across rupture requires explicit linkage between new and prior systems.",
    "reason": "Legacy integration presupposes dependency because maintaining practice continuity, institutional knowledge, or cultural identity across discontinuous shifts requires that the new structure be linked to and rely on elements of the prior one. Without dependency's directed reliance relation, the post-rupture system could simply discard the legacy without consequence; legacy integration arises precisely because functions, data, or commitments in the new structure remain bound to artifacts from the old. Dependency supplies the structural couplings that make integration \u2014 rather than clean replacement \u2014 the operative engineering or organizational choice."
   },
   {
    "child": "operational_reach",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Effective reach is set by a tip's DEPENDENCY on a support tail whose capacity decays with distance/duration (the tip can act only as far as the tail reaches).",
    "reason": "Effective reach is set by a tip's DEPENDENCY on a support tail whose capacity decays with distance/duration (the tip can act only as far as the tail reaches). Dependency supplies the prerequisite condition: Directed relation in which one element relies on another being present, prior, compatible, or supplied, with a specifiable failure mode if the condition is unmet. Operational Reach operates against that background: Effective action extends only as far as the support tail can sustain it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "path_dependence",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Path dependence presupposes dependency because outcomes constrained by historical trajectory require the present to rely on prior decisions and states.",
    "reason": "Path dependence presupposes dependency because the claim that present options depend constitutively on the historical trajectory of choices requires the directed reliance relation between later and earlier states. Without dependency's structure \u2014 A cannot proceed, function, or retain value unless conditions on prior B are met \u2014 the present state would be fully determined by current conditions plus exogenous shock, and history would drop out. Dependency supplies the temporal reliance that makes the sequence of past decisions load-bearing for present and future possibilities."
   },
   {
    "child": "preparatory_field_conditioning",
    "parent": "dependency",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The focal action relies on the intermediate condition supplied upstream, with a specifiable failure or cost increase when it is absent.",
    "reason": "The focal action relies on the intermediate condition supplied upstream, with a specifiable failure or cost increase when it is absent. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   },
   {
    "child": "sequencing",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sequencing presupposes dependency because the order in which steps are arranged is dictated by which steps require which others as prerequisites.",
    "reason": "Sequencing presupposes dependency because the deliberate arrangement of steps over time is constrained by directed relations: step B cannot proceed until step A is supplied. It inherits dependency's structural asymmetry \u2014 A relies on B being prior \u2014 and uses it as the binding constraint that determines admissible orderings. The active design choice of sequencing operates on a dependency graph, and without that graph there would be no precedence to satisfy and no value in the order itself."
   },
   {
    "child": "single_point_of_failure",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An Single Point of Failure is a serial articulation node on the operational DEPENDENCY graph whose removal disconnects it; it presupposes a dependency topology and names the node every critical path runs through with no parallel route.",
    "reason": "An SPOF is a serial articulation node on the operational DEPENDENCY graph whose removal disconnects it; it presupposes a dependency topology and names the node every critical path runs through with no parallel route. (bottleneck is the nearest competing genus but governs throughput, not reliability \u2014 see rationale.)"
   },
   {
    "child": "systemic_risk",
    "parent": "dependency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes dependency because component-failure cascades require a directed relation in which one element relies on another.",
    "reason": "Systemic risk emerges from dense interdependence in which one component's failure propagates through interconnections to threaten the whole. This presupposes dependency: the directed relation in which one element cannot proceed, function, or retain value unless a condition on another is met. The cascade structure of systemic risk is precisely the dependency graph being traversed by failure: when A depends on B and B fails, A's continued functioning is no longer supported. Without dependency's directed asymmetric relation, failures would not propagate along predictable paths and the systemic topology would have no failure dimension."
   },
   {
    "child": "task_interdependence",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Task interdependence is a specialization of dependency in which the directed reliance is between coupled tasks in a work system.",
    "reason": "Task interdependence is a kind of dependency specialized to work-system tasks: the directed reliance is between activities whose completion, quality, or timing requires inputs, outputs, resources, or decisions from other tasks. It inherits dependency's general commitment that one element relies on another being present, prior, compatible, or supplied, and supplies the specific case where the elements are tasks and the typology of reliance \u2014 pooled, sequential, reciprocal \u2014 sets coordination requirements proportional to the coupling intensity that the underlying dependency relation creates."
   },
   {
    "child": "teleconnection",
    "parent": "dependency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A teleconnection is a kind of dependency in which distant regions are not independent because a shared mechanism couples them.",
    "reason": "A teleconnection is a specialization of dependency: distant regions, populations, or systems are not autonomous because the state at one location is conditional on a shared mechanism that couples it to another. It inherits dependency's directed-asymmetric relation \u2014 A's condition affects B's behavior \u2014 particularized to the non-local case where the dependency travels via a global process rather than direct contact. The El Ni\u00f1o\u2013monsoon link is precisely a dependency edge in the climate network."
   }
  ],
  "cut": [
   {
    "child": "bottleneck",
    "parent": "cut",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Bottleneck is typically a specialization of Cut, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Cut supplies the genus: A partition of a network's vertices and the crossing edges, converting global connectivity into a local edge-set. Bottleneck preserves that general structure while adding its differentia: The single limiting stage that caps an entire system's throughput. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "emergence": [
   {
    "child": "bottom_up_perspectives",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Bottom-up perspectives is typically the specific shape emergence takes when distributed local contributions aggregate into a higher-level account without central design.",
    "reason": "Emergence is the appearance, at a higher level of organization, of properties not attributable to lower-level constituents and not trivially predictable from them. Bottom-up perspectives is typically the specific shape this pattern takes in analytical and governance practice: many distributed local inputs aggregate into a higher-level system, product, or policy that is itself an emergent artifact rather than a pre-specified design. It is a structurally-particularized instance of emergence whose specific machinery is aggregation of local contributions, though some bottom-up practices are coordinated rather than emergent, hence typical."
   },
   {
    "child": "collective_effervescence",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective effervescence is a specialization of emergence in which gathered individuals' synchronized attention produces heightened shared affect transcending individual states.",
    "reason": "Collective effervescence is a specialization of emergence. The general emergence pattern is the appearance at a higher level of organization of properties not present in lower-level constituents and not trivially predictable from them. Collective effervescence specializes by naming the constituents \u2014 co-present individuals \u2014 and the higher-level property \u2014 heightened shared emotional energy qualitatively distinct from individual affect, attributed to sacred symbols and generating durable solidarity. The same higher-level-novelty-from-interaction logic applies, with synchronized ritual gathering as the specific interaction rule and ritual energy as the specific emergent property."
   },
   {
    "child": "downward_causation",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward Causation presupposes Emergence: it requires a higher level whose properties are not reducible to lower-level constituents.",
    "reason": "Downward causation claims that higher-level structures causally influence the behavior of their lower-level constituents. That claim requires the higher level to exist as a causally relevant level of organization with properties not trivially reducible to lower-level descriptions \u2014 exactly what Emergence supplies. Without emergent higher-level structure there is no upper terminus from which downward influence could flow. Downward causation presupposes emergence as the structural precondition that establishes the levels between which downward influence is asserted to run."
   },
   {
    "child": "emergent_formalization",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emergent formalization is the specific shape emergence takes when informal usage patterns crystallize into formal grammatical structure over time.",
    "reason": "Emergent formalization is the structurally-particularized form emergence takes in the diachronic-linguistic case: the lower-level constituents are token usages and chunking events in speech communities, the higher-level phenomenon is grammatical rule status, the sense of novelty is that the rule has properties (productivity, obligatoriness) absent from any single token, and the conditions are the frequency and conventionalization thresholds that grammaticalization requires. It satisfies emergence's four-part specification, particularized to language change."
   },
   {
    "child": "holarchy",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes emergence because each level above the holons must possess properties or behaviors not attributes of the constituent holons.",
    "reason": "A holarchy is a nested ordering whose every unit is a holon that integrates upward into a higher-level whole. This presupposes emergence: the appearance, at a higher level of organization, of properties or behaviors that are not attributes of lower-level constituents and are not trivially predictable from them. Each level above contributes new descriptive vocabulary and causal roles that the constituent holons do not individually possess. Without emergence supplying the structural reason that the higher level is more than the sum of holons, the nesting collapses into a mere set membership rather than a layered ordering of qualitatively distinct levels."
   },
   {
    "child": "metasystem_transition",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A metasystem transition is the specific shape emergence takes when previously autonomous subsystems become integrated under a new level of control.",
    "reason": "A metasystem transition is the structurally-particularized form emergence takes when independent or loosely-coupled subsystems coordinate through a new integrating mechanism (genetic code, nervous system, social hierarchy, market institution), producing higher-level properties impossible at the prior level. It satisfies emergence's four-part specification \u2014 lower-level constituents, higher-level phenomenon, sense of novelty, conditions \u2014 particularized by the additional commitment that integration produces a new control hierarchy rather than just a new descriptive vocabulary."
   },
   {
    "child": "microstructure",
    "parent": "emergence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing substrate vocabulary from Microstructure leaves lower-level parts whose meso-scale relations generate macro properties not fixed by composition alone.",
    "reason": "This is not subsumption: Microstructure names the load-bearing intermediate arrangement, while Emergence names the higher-level novelty it explains. Nevertheless, the part-interaction-to-macro-property core is universal to the prime."
   },
   {
    "child": "polyphony",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Polyphony is 'a constrained special case' of emergence \u2014 the specific arrangement producing a whole-property while PRESERVING the legible independence of the parts (emergence-with-audible-voices, not emergence-by-dissolution).",
    "reason": "Polyphony is 'a constrained special case' of emergence \u2014 the specific arrangement producing a whole-property while PRESERVING the legible independence of the parts (emergence-with-audible-voices, not emergence-by-dissolution). Genus=emergence. Emergence supplies the genus: Complex patterns from simple rules. Polyphony preserves that general structure while adding its differentia: Several independent lines coexist on a shared substrate, each retaining its own legible identity, while their interaction generates a coherent whole that none produces alone. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "sociotechnical_systems",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems presupposes emergence because joint outcomes arise from social\u2013technical interaction in ways not reducible to either domain alone.",
    "reason": "Sociotechnical systems presupposes emergence because its defining claim \u2014 that outcomes arise from interdependent social and technical interaction, not from either component in isolation \u2014 is precisely an emergence claim at the higher level of organization. It inherits emergence's structural commitment: the higher-level phenomenon (organizational behavior, work outcomes) has properties not predictable from the lower-level constituents (technology alone or humans alone) and not reducible to their separate descriptions. Same-technology-different-outcomes is the emergence signature."
   },
   {
    "child": "systems_thinking",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systems thinking presupposes emergence because it treats whole-level behavior as irreducible to component-level properties.",
    "reason": "Systems thinking presupposes emergence because its stance \u2014 that the whole's behavior is governed by relationships and feedback rather than by parts in isolation \u2014 is precisely an emergence commitment at the systems level. It inherits emergence's structural claim that higher-level descriptions have explanatory or causal vocabulary that does not reduce to lower-level descriptions, and operationalizes it through loop-and-stock modeling. The recurring frustration with well-intentioned interventions is precisely the diagnostic that emergent dynamics are being ignored."
   },
   {
    "child": "threshold_driven_order_emergence",
    "parent": "emergence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes emergence because discontinuous appearance of collective order at criticality is a particular emergence-claim.",
    "reason": "Threshold-driven order emergence describes collective patterns appearing discontinuously at critical parameter values from smooth microscopic interactions \u2014 phase transitions, crystallization, consensus lock-in. The higher-level ordered state has properties not present in the disordered constituents and not trivially predictable from them, satisfying the emergence pattern of higher-level-novelty-from-lower-level-constituents. The threshold variant specifies a particular emergence mechanism: discontinuous crossover at critical points rather than gradual aggregation. The general lower-level-to-higher-level commitment of emergence supplies the structural frame on which the threshold sharpening operates."
   },
   {
    "child": "turbulence",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turbulence is a kind of emergence: organized multi-scale structure and statistical regularities arise from local fluid interactions.",
    "reason": "Turbulence is not mere disorder but a specific organized pattern of disorder: irregular small-scale motions produce coherent eddies, an energy cascade across scales, and robust statistical regularities like power-law spectra that are not properties of any individual fluid parcel. That is the emergence pattern: higher-level descriptive vocabulary and behavioral regularities appearing from local constituent interactions without being trivially predictable from them. Turbulence specializes emergence to the fluid-dynamical multi-scale cascade."
   },
   {
    "child": "universality",
    "parent": "emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Universality typically appears as a macro-level regularity that survives coarse-graining despite heterogeneous microscopic realizations.",
    "reason": "Physical, biological, and network universality commonly exhibits Emergence: a stable coarse-level law arises from many unlike lower-level realizations and is not a property of any one microscopic component. The relation remains typical because formal cases such as equivalence among computational models or limiting theorems can satisfy Universality's class-and-law identity without the live Emergence entry's interacting-part and novel-whole requirements."
   }
  ],
  "provenance": [
   {
    "child": "boundary_disclosure_card",
    "parent": "provenance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "A Boundary Disclosure Card contains Provenance when its schema includes origin or lineage among the facts attached to the reusable artifact.",
    "reason": "When origin matters for safe reuse, the card carries a provenance slot alongside contents, limits, hazards, expiry, or dependencies. The live identity requires a small selected fact set but does not require provenance specifically; a valid nutrition, capability, or hazard card can omit origin."
   },
   {
    "child": "evidence",
    "parent": "provenance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Evidence contains provenance as the chain-of-custody relation connecting an underlying event to its observable trace and presentation.",
    "reason": "The live evidence identity requires a trace-producing mechanism and a traceable path from event to trace to presentation. Provenance is one of its fixed audit handles: a break supplies a defeater. The inherited record's prose already says provenance is a component of evidence but points the edge from component to whole and encodes part_of under decompose."
   },
   {
    "child": "provenance_laundering",
    "parent": "provenance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Provenance laundering presupposes Provenance because the process is defined by making an item's origin and successive custody transfers harder to reconstruct.",
    "reason": "Laundering operates on the relation between a present item and its origin through a custody or publication chain. Without a provenance claim to obscure, sever, or replace with a cleaner-looking chain, there is no laundering operation\u2014only ordinary transfer."
   },
   {
    "child": "signature_borne_provenance",
    "parent": "provenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance is the intrinsic species of Provenance in which the artifact carries evidence of its origin without an external custody chain.",
    "reason": "Provenance covers ways of establishing where an entity came from and how its present state relates to that origin. Signature-Borne Provenance specializes this genus to the intrinsic case: a formation-imprinted property survives transport and is read backward through a signature library. External ledgers and custody links can establish Provenance without any carried signature, so the signature-borne mechanism is a proper species rather than a synonym."
   }
  ],
  "escape_and_leakage": [
   {
    "child": "boundary_signal_spillover",
    "parent": "escape_and_leakage",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Boundary signal spillover is leakage specialized to a signal escaping its intended audience boundary through a permeable carrier.",
    "reason": "It inherits unintended passage beyond a containment scope and adds an adjacent audience, its independent receiver-side calculus, and overflow of an apparatus sized only for the target audience."
   }
  ],
  "decision": [
   {
    "child": "bounded_rationality",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Bounded rationality presupposes decision because it describes how real decision-makers operate under cognitive and informational constraints.",
    "reason": "Bounded rationality is the structural claim that real decision-makers operate under binding limits on information, capacity, and time that shape their choice processes. The claim only has content where a decision is being made \u2014 an agent selecting among alternatives under constraint. Decision supplies the act of selecting one alternative from a set, committing future resources, and closing off other paths; bounded rationality presupposes that selection event as its subject matter, then specifies that real agents do not perform it as unconstrained optimizers but as satisficers searching local neighborhoods."
   },
   {
    "child": "confirmation_dialog",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A commitment checkpoint splits a single fast DECISION into two separated acts (intent and costly re-affirmation) at the last reversible moment.",
    "reason": "A commitment checkpoint splits a single fast DECISION into two separated acts (intent + costly re-affirmation) at the last reversible moment. It presupposes a decision it gates and a reversibility threshold; structural scaffolding around an existing choice."
   },
   {
    "child": "cost_benefit_analysis",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cost-benefit analysis presupposes decision because the framework's purpose is to support selecting one alternative over others under constraint.",
    "reason": "Cost-benefit analysis aggregates significant consequences of a candidate policy or project into a common monetary metric and uses the net present value as a basis for evaluation. The framework is constituted around the act of choosing \u2014 it exists to discriminate between alternatives and recommend one. Decision supplies the act of selecting one alternative from a set, committing future resources, and closing off other paths; CBA is the analytical machinery that informs and structures that selection, presupposing the decisional act as its purpose and addressee."
   },
   {
    "child": "decision_cycle_subordination",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A relational PATHOLOGY between two actors' decision cycles \u2014 it presupposes decision-making and adds the cross-actor tempo dynamic decision alone does not contain.",
    "reason": "A relational PATHOLOGY between two actors' decision cycles \u2014 it presupposes decision-making and adds the cross-actor tempo dynamic decision alone does not contain. Decision supplies the prerequisite condition: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. Decision Cycle Subordination operates against that background: A slower actor's decision cycle becomes forced to respond to a faster actor's tempo, and responding faster deepens the subordination rather than escaping it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "decision_fatigue",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Decision Fatigue presupposes Decision: the phenomenon is a degradation pattern across a sequence of choice acts.",
    "reason": "Decision fatigue is the empirical claim that the quality of choices in a sequence declines as the sequence continues, with later acts showing more default-reliance, impulsivity, and error. The phenomenon is defined over a sequence of Decision events: there must be repeated acts of selecting one alternative from a set before any degradation pattern can be observed or named. Decision fatigue therefore presupposes Decision as the unit it counts and the act whose quality degrades."
   },
   {
    "child": "escalation_of_commitment",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escalation of commitment presupposes decision because increasing investment in a previously-chosen course requires a prior committed decision to escalate.",
    "reason": "Escalation of commitment presupposes decision because the pattern of continuing or increasing investment in a previously-chosen course requires a prior committed choice that closed off alternatives and locked in the path now being doubled down on. Without decision's commitment moment \u2014 the collapse of deliberation into a locked-in selection \u2014 there is no prior path to be escalated, no sunk cost to entrap reappraisal, and no original decision-maker whose reputation, self-justification, and accountability pressures drive further investment. Decision supplies the commitment that escalation then reinforces in spite of disconfirming evidence."
   },
   {
    "child": "markov_decision_processes_mdps",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Markov Decision Processes presuppose Decision: an MDP is machinery for selecting policies, which are decision rules over states.",
    "reason": "A Markov Decision Process formalizes sequential choice as the selection, at each state, of an action that commits future trajectory and forecloses alternatives. Its solution concept is a policy that picks actions from a feasible set under uncertainty and trade-off. That apparatus is meaningless without Decision as the underlying act: MDPs presuppose the existence of an agent that selects one alternative from a set under constraint, then assemble probability and reward structure around that primitive."
   },
   {
    "child": "opportunity_cost",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Opportunity cost presupposes decision because the forgone best alternative only has standing as a cost when a choice has actually been made.",
    "reason": "Opportunity cost is the value of the best alternative forgone when a choice is made \u2014 it is constituted by the act of choosing one option and thereby closing off others. Without a decision, no path is selected, no alternatives are foreclosed, and the comparative magnitude has nothing to attach to. Decision supplies the moment when deliberation collapses into commitment and other paths are closed; opportunity cost is the economic accounting of what that closure cost in terms of best forgone alternative, so it presupposes the decisional commitment."
   },
   {
    "child": "optimal_stopping_rule",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "An optimal stopping rule repeats a continue/halt DECISION over a stream under uncertainty and trade-off; it presupposes the decision prime (committing to one alternative under uncertainty) and specializes it to the sequential, irreversible, order-matters halt structure.",
    "reason": "An optimal stopping rule repeats a continue/halt DECISION over a stream under uncertainty and trade-off; it presupposes the decision prime (committing to one alternative under uncertainty) and specializes it to the sequential, irreversible, order-matters halt structure. distinct from a one-shot decision because alternatives arrive in sequence. Decision supplies the prerequisite condition: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. Optimal Stopping Rule operates against that background: A rule maps a sequence of observations to a halt decision, trading the cost of stopping too early against stopping too late. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "regret",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regret presupposes Decision: there must have been a prior commitment among alternatives before retrospective evaluation can register a gap.",
    "reason": "Regret is meaningful only after an agent has selected one alternative from a set and foreclosed the others; it then evaluates the realized path against unchosen counterfactuals. Without a prior Decision \u2014 the act of collapsing deliberation into commitment \u2014 there is no chosen-versus-foregone pair to compare and no commitment whose costs can be registered. Regret therefore presupposes the decision event as the structural precondition of its own evaluative geometry."
   },
   {
    "child": "value_of_information",
    "parent": "decision",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Information has decision value only relative to a choice whose selected action could change or improve after evidence arrives.",
    "reason": "Evidence may have curiosity, archival, or explanatory value without affecting any action. Value of Information isolates the decision-theoretic quantity: the expected gain in the best available choice. If no decision, payoff, or threshold can respond to the evidence, its value in this sense is zero."
   }
  ],
  "framing": [
   {
    "child": "bracketing",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bracketing typically presupposes Framing, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Framing supplies the prerequisite condition: Presentation shapes perception. Bracketing operates against that background: Deliberately suspending a held frame from operative use within a scoped inquiry. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "narrative_persuasion",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Narrative persuasion presupposes framing because story-mediated transportation works by selecting and configuring how the storyworld presents its content.",
    "reason": "Narrative persuasion shifts attitudes by drawing audiences into a storyworld whose assumptions are imported wholesale into their working model while counter-argumentation is suppressed. This rests on framing: the structural claim that presentation systematically shapes perception by what is made salient, what is taken as reference, what vocabulary and categories organize the content. A narrative is a sustained configuration of exactly these framing choices, made through character, setting, and plot. Without the framing mechanism by which configuration shapes judgment, story-mediated transportation would have no purchase."
   },
   {
    "child": "reframing",
    "parent": "framing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reframing is framing specialized to a before-and-after operation in which the referent stays fixed while a replacement frame changes how it is interpreted.",
    "reason": "Framing supplies a presentational or contextual structure that changes what an observer notices, infers, or values. Reframing is the strict specialization that starts with an already active frame, substitutes another frame over substantially the same referent, and compares the changed meaning or action implications. Every reframe therefore performs framing, while an initial framing need not replace anything and is not yet a reframe."
   },
   {
    "child": "sensemaking",
    "parent": "framing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sensemaking presupposes framing because the plausible account it constructs is built by selecting and configuring cues into a working frame.",
    "reason": "Sensemaking works by extracting and bracketing cues from an ambiguous stream and committing to a plausible interpretation that enables action. That commitment is precisely a frame: a selective configuration of what is foregrounded, what reference point is taken, and what vocabulary organizes the situation. Framing names the general structural fact that any presentation of a situation selects and configures information; sensemaking is the active social-cognitive process that mobilizes this framing capability under pressure of ambiguity, so it cannot operate without framing as its underlying mechanism."
   },
   {
    "child": "stasis",
    "parent": "framing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stasis shares framing's meta-level character but ADDS what framing lacks \u2014 a specific small ORDERED typology of question-kinds (conjecture, definition, quality, jurisdiction) with a logical priority.",
    "reason": "Stasis shares framing's meta-level character but ADDS what framing lacks \u2014 a specific small ORDERED typology of question-kinds (conjecture, definition, quality, jurisdiction) with a logical priority. It decomposes 'partly into framing'; framing is the broad genus, stasis the typed-disagreement species. NOTE this is the rhetoric prime (locate the KIND of question in a dispute), not stillness/equilibrium. Framing supplies the genus: Presentation shapes perception. Stasis preserves that general structure while adding its differentia: Locate the kind of question at issue in a dispute\u2014did it happen, what is it, was it justified, whose call is it\u2014before contesting the substance, since disputants who seem to disagree about the answer are often disagreeing about the question. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "optimization": [
   {
    "child": "branch_and_bound",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Branch and bound is a specialization of optimization that implicitly enumerates the feasible set by recursive partitioning and bound-driven pruning.",
    "reason": "Branch and bound is a specialization of optimization in which the search apparatus is implicit enumeration: the feasible set is recursively partitioned (branching), upper and lower bounds on the optimal objective within each subset are computed (bounding), and subsets provably unable to contain the optimum are pruned. It inherits the general optimization commitment of finding the best element of a specified set under stated constraints with respect to a stated objective, and specializes by giving that search the divide-and-conquer-plus-pruning shape that drives modern integer and mixed-integer programming solvers."
   },
   {
    "child": "caching",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes Optimization: keeping a fast local copy minimizes expected access cost under locality and capacity constraints.",
    "reason": "Caching maintains a small, fast tier holding likely-to-be-reused items so that average access latency or bandwidth cost is minimized given finite cache capacity. The eviction policy, sizing, and placement decisions are all instances of choosing values to minimize an expected-cost objective subject to capacity constraints. That is the optimization triplet \u2014 variables, objective, constraints \u2014 and caching presupposes optimization because every nontrivial cache design is implicitly or explicitly the solution to such a problem."
   },
   {
    "child": "compression",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compression is a kind of optimization: it minimizes representation length subject to a reconstruction-fidelity constraint.",
    "reason": "Compression seeks the shortest encoding of a source under a chosen fidelity criterion \u2014 exact reconstruction for lossless, bounded distortion for lossy \u2014 and trades coding cost against quality at the chosen operating point. That is the optimization triplet: decision variable (the encoding), objective (representation length), and constraint (fidelity). Compression specializes optimization to the encoding-length objective, with rate-distortion theory and entropy bounds setting the achievable frontier."
   },
   {
    "child": "convexity",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Convexity presupposes Optimization, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Optimization supplies the prerequisite condition: Finds best solution under constraints. Convexity operates against that background: Mixtures preserve membership and the average of values dominates the value of the average. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "dynamic_programming",
    "parent": "optimization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dynamic programming is the specific shape optimization takes when problems exhibit optimal substructure and overlapping subproblems.",
    "reason": "Dynamic programming is the specific shape optimization takes when the problem has optimal substructure (the optimal solution can be assembled from optimal solutions to subproblems) and overlapping subproblems (the same subproblems recur many times). Optimization in general is the search over a feasible set for an element maximizing or minimizing an objective subject to constraints. DP instantiates this by exploiting recursive structure: the search is decomposed across stages or subproblems, results cached, and assembled bottom-up or top-down. Bellman's principle of optimality is what licenses the recursive decomposition into a polynomial-time procedure."
   },
   {
    "child": "linear_programming_lp",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linear programming is a specialization of optimization with linear objectives, linear constraints, and continuous variables over a polyhedral feasible region.",
    "reason": "Linear programming is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints by restricting both objective and constraints to linear functions and allowing continuous decision variables. The decision variables, objective, constraints, and notion of optimality are exactly an optimization quartet; the linear-and-continuous restriction places the problem in a polyhedral geometric setting where optima lie at vertices and the simplex and interior-point algorithms guarantee efficient global solution, distinguishing it within the broader optimization class."
   },
   {
    "child": "local_optimum",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Optimization is the ACTIVITY of which a local optimum is a failure MODE.' A local optimum presupposes a value landscape under improvement search \u2014 it is the trap the optimization search falls into.",
    "reason": "'Optimization is the ACTIVITY of which a local optimum is a failure MODE.' A local optimum presupposes a value landscape under improvement search \u2014 it is the trap the optimization search falls into. Optimization supplies the prerequisite condition: Finds best solution under constraints. Local Optimum operates against that background: A point best within its neighborhood but not across the whole landscape. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "marginal_analysis",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Marginal analysis presupposes optimization because the incremental comparison of costs and benefits is the first-order-condition apparatus of finding optima.",
    "reason": "Marginal analysis evaluates decisions by comparing the incremental cost and benefit of small changes, with the canonical result that at an interior optimum marginal benefit equals marginal cost. The whole technique presupposes an optimization problem in place \u2014 an objective being maximized or minimized over a choice set subject to constraints. Optimization supplies the well-defined search for the best element; marginal analysis presupposes that search and provides the calculus-based first-order-condition method that locates interior optima. Without an optimization target, the marginal calculation has nothing to characterize."
   },
   {
    "child": "minimax_strategy",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimax is the specific quantifier-alternation specialization of optimization \u2014 optimize over actions against a SUPREMUM over an adversary set (a sup-over-set rule), distinct from optimization in general.",
    "reason": "Minimax is the specific quantifier-alternation specialization of optimization \u2014 optimize over actions against a SUPREMUM over an adversary set (a sup-over-set rule), distinct from optimization in general. makes optimization/multiobjective_optimization the genus it is not identical to. Optimization supplies the genus: Finds best solution under constraints. Minimax Strategy preserves that general structure while adding its differentia: Choose the action whose worst possible outcome is the best worst possible outcome \u2014 minimize the maximum loss an adversarial environment can inflict. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "multiobjective_optimization",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Multiobjective optimization is a specialization of optimization with two or more incommensurable objectives yielding a Pareto frontier rather than a single optimum.",
    "reason": "Multiobjective optimization is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints pattern with the objective being a vector rather than scalar, so that the notion of optimality becomes Pareto non-dominance and the solution becomes a set of trade-off-distinct candidates. Like single-objective optimization, it specifies decision variables, objectives, constraints, and an operative notion of best; multiobjective is the subclass where preference articulation -- a priori, a posteriori, or interactive -- is required to collapse the Pareto frontier to a chosen solution."
   },
   {
    "child": "network_flow_models",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network Flow Models is a specialization of Optimization, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Optimization supplies the genus: Finds best solution under constraints. Network Flow Models preserves that general structure while adding its differentia: Optimize flow across networks. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "pareto_efficiency",
    "parent": "optimization",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency is the specific shape optimization takes when multiple objectives are present and dominance is the operative criterion.",
    "reason": "Optimization is the search for an element of a specified set that maximizes or minimizes an objective subject to constraints, with operative optimality named \u2014 exact, approximate, local, or Pareto. Pareto efficiency is the particular shape this search takes in the multi-objective case where interpersonal utility comparison is refused: an allocation is optimal when no change can make anyone better off without making someone worse off. It is a structurally-particularized instance of optimization whose specific notion of best is the dominance frontier, not a scalarized aggregate."
   },
   {
    "child": "prioritization",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prioritization is a kind of optimization: it selects an execution sequence that maximizes value under resource constraints.",
    "reason": "Prioritization searches for an ordering of items that, when executed against finite resources, maximizes a chosen objective such as value delivered, urgency satisfied, or dependencies cleared. That is the optimization triplet: decision variable (the ordering), objective (the chosen value criterion), and constraints (resource and dependency limits). Prioritization specializes optimization to the case where the decision variable is an execution sequence and the constraints are scarce attention, time, or capital."
   },
   {
    "child": "regularization",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regularization is 'a MODIFICATION of the objective \u2014 adding a penalty term \u2014 that changes which extremum is sought; it presupposes an optimization but is not one.' Presupposes-parent.",
    "reason": "Regularization is 'a MODIFICATION of the objective \u2014 adding a penalty term \u2014 that changes which extremum is sought; it presupposes an optimization but is not one.' Presupposes-parent. Optimization supplies the prerequisite condition: Finds best solution under constraints. Regularization operates against that background: Add a tunable soft penalty on the complexity of a candidate solution to a fitting procedure, trading data-fit against complexity by an explicit weight chosen for out-of-sample performance. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "scheduling",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scheduling is a kind of optimization: it assigns tasks to time slots and resources to minimize cost or maximize throughput under constraints.",
    "reason": "Scheduling assigns tasks to time slots and resources subject to precedence, deadline, and capacity constraints while optimizing an objective such as makespan, lateness, or utilization. That fits the optimization triplet exactly: decision variables (assignments), an objective (the cost or throughput criterion), and constraints (precedence, deadlines, capacity). Scheduling is the specialization of optimization in which the decision space is the assignment of work over a temporal-and-resource lattice."
   },
   {
    "child": "sensitivity_analysis_in_operations_research",
    "parent": "optimization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sensitivity analysis in operations research presupposes optimization because shadow prices and parameter ranges characterize how an optimum responds to input perturbations.",
    "reason": "Sensitivity analysis in operations research presupposes optimization because its outputs -- shadow prices, reduced costs, ranges of optimal-basis stability, break-even values -- are defined relative to an existing optimum produced by solving an optimization problem. Without optimization's quartet of decision variables, objective, constraints, and notion of optimality, there is no optimal solution to perturb and no dual structure (shadow prices ARE the constraint duals) to interrogate. Sensitivity analysis is the post-optimality interrogation that optimization makes possible."
   },
   {
    "child": "sequencing",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sequencing is a kind of optimization that searches for the order of steps that maximizes value subject to precedence constraints.",
    "reason": "Sequencing is a specialization of optimization: it searches the space of admissible orderings of tasks for the arrangement that maximizes or minimizes a stated objective (makespan, throughput, value-extraction) under precedence and resource constraints. It inherits optimization's four-part triplet plus optimality sense \u2014 decision variables (the order), objective, constraints (precedences), and notion of optimality \u2014 particularized to the temporal-arrangement case. Pinedo's canonical treatment is precisely an optimization problem class."
   },
   {
    "child": "serial_local_optimization_failure",
    "parent": "optimization",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A serial local optimization failure contains optimization because every stage selects what is best for its own scoped objective rather than making an arbitrary or mistaken choice.",
    "reason": "Optimization supplies the objective, choice variables, and local best-response at each stage. The characteristic loss arises even when every local decision is rational and competently solved; the defect lies in how those scoped optima compose, not in failure to optimize locally."
   },
   {
    "child": "simulated_annealing",
    "parent": "optimization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated annealing is a specialization of optimization that searches by probabilistic neighbor moves under a cooling schedule.",
    "reason": "Simulated annealing is a specialization of optimization. Specifically, it instantiates the search-for-an-element-maximizing-or-minimizing-an-objective-under-constraints by exploring a neighborhood structure with metropolis-style acceptance probabilities exp(-deltaE/T) and a decreasing temperature schedule. The decision variables, objective, and constraints are exactly an optimization triplet; the operative notion of optimality is asymptotic global-with-high-probability rather than exact. The thermal escape from local optima is what distinguishes this stochastic metaheuristic within the broader class of optimization methods."
   }
  ],
  "backtracking": [
   {
    "child": "branch_and_bound",
    "parent": "backtracking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Branch-and-bound is backtracking PLUS bounding' \u2014 the same commit-check-rollback skeleton augmented with an optimisation bound.",
    "reason": "'Branch-and-bound is backtracking PLUS bounding' \u2014 the same commit-check-rollback skeleton augmented with an optimisation bound. backtracking is the base/genus, branch_and_bound the optimisation child. Add backtracking as parent (additive; branch_and_bound keeps optimization;decomposition). Backtracking supplies the genus: Extend a partial solution one step at a time and reverse the most recent commitment as soon as a constraint proves it cannot succeed, preserving earlier work. Branch and Bound preserves that general structure while adding its differentia: Systematic search with pruning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "versioning": [
   {
    "child": "branching_and_merging",
    "parent": "versioning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Branching and merging presupposes versioning because forks and merges only make sense when distinct artifact states are identified, retained, and diffable.",
    "reason": "Branching and merging requires that distinct states of an artifact be separately identifiable, retrievable, and comparable, because a fork creates a divergent parallel state that must coexist with the trunk and a merge must reconcile two prior states into one. Without versioning's stable identifiers, retained history, and computable differences between states, there is no substrate on which divergence and reconvergence operate \u2014 the fork would have nothing to address and the merge would have no priors to reconcile."
   },
   {
    "child": "correspondence_principle",
    "parent": "versioning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The correspondence principle presupposes versioning because it constrains how a successor theory must reproduce the predecessor's predictions in their validated regime.",
    "reason": "The correspondence principle presupposes versioning because it treats theories as named successive states of a body of knowledge -- predecessor and successor -- where the successor must reproduce the predecessor's empirically validated predictions as a limit. Without versioning's explicit identification, retention, and difference-computation between artifact states, there is no formal way to specify which predictions the new theory must recover, in which regime the old theory was valid, or what the reduction (hbar to zero, c to infinity) computes. The principle is a consistency constraint on the version transition. Versioning supplies the prerequisite condition: Tracks incremental changes over time. Correspondence Principle operates against that background: New theories match old limits. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "asymmetric_attack_defense_cost": [
   {
    "child": "brandolinis_law",
    "parent": "asymmetric_attack_defense_cost",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brandolini's law is asymmetric attack-defense cost specialized to cheap corruptive claims and evidence-heavy correction on a shared information channel.",
    "reason": "Brandolini retains the parent's non-discriminating channel, harmful and corrective flows, per-unit production-cost ratio, bounded defense capacity, saturation threshold, and need to redesign the ratio or channel. It fixes the attack to false or low-quality claims, the defense to fact-checking and contextual reconstruction, and adds an audience-overlap gap."
   }
  ],
  "commitment_device": [
   {
    "child": "brinkmanship",
    "parent": "commitment_device",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brinkmanship is 'a specific and unusual case' of commitment_device \u2014 the constraint is a probability-ramping process toward a SHARED catastrophe, making a STOCHASTIC catastrophe credible by ceding control (vs a generic device locking in a certain action).",
    "reason": "Brinkmanship is 'a specific and unusual case' of commitment_device \u2014 the constraint is a probability-ramping process toward a SHARED catastrophe, making a STOCHASTIC catastrophe credible by ceding control (vs a generic device locking in a certain action). Commitment Device supplies the genus: A self-imposed constraint that binds one's own future choices. Brinkmanship preserves that general structure while adding its differentia: Deliberately raising a stochastic risk of shared catastrophe, using the rising probability as a bargaining lever. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "coercion": [
   {
    "child": "brinkmanship",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Brinkmanship is a specialization of Coercion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Brinkmanship preserves that general structure while adding its differentia: Deliberately raising a stochastic risk of shared catastrophe, using the rising probability as a bargaining lever. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "compellence",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Compellence is a specialization of Coercion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Compellence preserves that general structure while adding its differentia: Imposing ongoing costs to force a positive action and keeping them live until compliance \u2014 the action-demanding counterpart to deterrence, structurally harder because compliance is publicly visible and deadline-bound. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "deterrence",
    "parent": "coercion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deterrence is coercion in the RESTRAINT-FORCING direction (costs conditional on a proscribed act).",
    "reason": "Deterrence is coercion in the RESTRAINT-FORCING direction (costs conditional on a proscribed act). Explicit genus-to-species. Coercion supplies the genus: Shaping another agent's choice by manipulating the costs and threats attached to their options, so the agent itself 'chooses' the coercer's preferred action \u2014 the common parent of forcing an action (compellence) and forcing restraint (deterrence). Deterrence preserves that general structure while adding its differentia: Preventing an action not by blocking it but by arranging consequences so the target's own cost-benefit calculation makes the action unattractive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reserve": [
   {
    "child": "buffering",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Buffering presupposes reserve because the absorbing capacity that buffering uses to smooth variation is precisely a maintained surplus.",
    "reason": "Buffering presupposes reserve because the capacity it deploys \u2014 to absorb perturbation between source and consumer, smoothing variation and decoupling rate mismatches \u2014 is precisely a maintained surplus held beyond immediate need. Without reserve's prior structure of deliberately uncommitted capacity available for use when demand spikes or supply dips, buffering would have nothing to draw on. Buffering inherits the reserve framework and supplies a specific deployment pattern: the surplus is positioned between two coupled stages so that excess input fills the reserve and deficit demand drains it, transforming variable flow into steadier output."
   },
   {
    "child": "caching",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes reserve because the fast local copy is a deliberately maintained surplus held against repeated access demand.",
    "reason": "Caching maintains a fast, local copy of information whose original is slow to fetch, so repeated accesses are served from the copy rather than the source. The cache is meaningful only as a deliberately held surplus \u2014 extra storage allocated beyond strict need, valuable precisely because available when demand patterns reuse it. Reserve supplies that structural object: a maintained surplus beyond expected need, absorbing variation without failure. Caching specializes reserve to information access, with locality of reference as the demand pattern the surplus exploits and latency reduction as the value delivered."
   },
   {
    "child": "cognitive_resource_depletion",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive resource depletion presupposes reserve because depletion is the consumption of a deliberately-held mental capacity buffer.",
    "reason": "Cognitive resource depletion is the time-dependent degradation of cognitive capacity through sustained resource consumption without restoration. The construct presupposes that there is a maintained mental capacity available beyond immediate need \u2014 a reserve that performance draws from and depletes through use. Reserve supplies that structural object: a deliberately maintained surplus held beyond expected need, used to absorb load. Without an underlying reserve to draw on, depletion would have nothing to deplete from; the inverted-U of performance decay over time presupposes a finite buffer being consumed."
   },
   {
    "child": "fault_tolerance",
    "parent": "reserve",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fault Tolerance presupposes Reserve: continued operation under failures draws on redundancy and capacity held beyond expected need.",
    "reason": "Fault tolerance keeps systems serviceable when components fail by drawing on redundant components, spare capacity, error-correction overhead, and standby paths designed to absorb failures without service loss. All of those mechanisms are surplus capacity held beyond nominal need, exactly the Reserve pattern \u2014 deliberately maintained slack whose value lies in its availability when expected conditions are exceeded. Fault tolerance presupposes reserve as the substrate that the failover, error-correction, and degradation mechanisms consume when faults strike."
   },
   {
    "child": "margin_of_safety",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Margin of safety is a specialization of reserve in which the surplus is the quantitative gap between expected demand and the system's failure threshold.",
    "reason": "Margin of safety is a specialization of reserve in which the surplus is the explicit, quantified gap between the system's nominal expected demand and its maximum permissible limit, sized to absorb modeling uncertainty without crossing the failure threshold. It inherits reserve's general structure of deliberately held capacity available for variation or shock, and specializes by fixing the form to an engineered ratio, percentage, or absolute clearance and the justification to the consequences of failure. It renders designer uncertainty as explicit margin rather than implicit optimism, making robustness a quantitative design parameter."
   },
   {
    "child": "redundancy",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Redundancy is a specialization of reserve in which the maintained surplus takes the form of duplicated components that can substitute on failure.",
    "reason": "Redundancy is a specialization of reserve. The general reserve pattern is a deliberately maintained surplus of capacity beyond expected need, valuable precisely because available when demand exceeds expected. Redundancy specializes this by giving the surplus a particular form: duplicated components whose failure-independence allows any one to maintain function if others fail. The same hold-surplus-against-shock logic of reserve applies, with component duplication as the specific implementation and fault tolerance as the specific shock to absorb."
   },
   {
    "child": "system_slack",
    "parent": "reserve",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "System slack is a specialization of reserve in which the surplus is held in organizational time, budget, labor, or capacity above immediate operational need.",
    "reason": "System slack is a specialization of reserve in which the deliberately maintained surplus is uncommitted organizational capacity \u2014 time, budget, labor, processing headroom, inventory \u2014 held beyond immediate operational need. It inherits reserve's general structure of purposeful unused capacity available for variation, shock, or opportunity, and specializes by fixing the medium to organizational resources and the value proposition to enabling response to unexpected demand, innovation, and learning. The trade-off is the same general one \u2014 efficiency under nominal conditions versus resilience and optionality under uncertainty \u2014 applied to the firm's operating envelope."
   }
  ],
  "decoupling_point": [
   {
    "child": "buffering",
    "parent": "decoupling_point",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Buffering is the framed or domain-specific realization of Decoupling Point; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the chemistry_materials frame is stripped away, the retained structural roles are those of Decoupling Point: The buffered interface where a flow splits from forecast-driven push upstream into order-driven pull downstream, and whose position sets the lead-time, inventory, and customisation trade-offs. Buffering adds the local frame and commitments expressed in its identity: A maintained intermediate capacity that absorbs excess and releases it during shortfall, smoothing variation and decoupling a source from a consumer whose rates do not match. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "partition": [
   {
    "child": "bulkhead_pattern",
    "parent": "partition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The bulkhead pattern is partition specialized by sibling isolation and local-failure containment.",
    "reason": "A bulkhead divides a shared critical resource into non-overlapping sibling compartments, adding bounded cross-coupling and the differentia that exhaustion or failure in one block must not drain the others."
   },
   {
    "child": "false_dilemma",
    "parent": "partition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "False Dilemma presupposes Partition, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Partition supplies the prerequisite condition: A division of a set into non-overlapping, collectively exhaustive blocks. False Dilemma operates against that background: A partition of a rich option space is presented as exhaustive when it is not, so reasoning proceeds inside cells while real alternatives have been suppressed. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "graph_coloring",
    "parent": "partition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Graph Coloring is a specialization of Partition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Partition supplies the genus: A division of a set into non-overlapping, collectively exhaustive blocks. Graph Coloring preserves that general structure while adding its differentia: Conflict-free labeling so that no two items joined by a conflict edge share a label. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "type_i_type_ii_errors": [
   {
    "child": "bycatch",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Bycatch is what a false-positive RATE becomes when it acts on the world \u2014 the real-world non-target capture, with a magnitude-asymmetry and ledger-invisibility dimension the bare error taxonomy lacks.",
    "reason": "Bycatch is what a false-positive RATE becomes when it acts on the world \u2014 the real-world non-target capture, with a magnitude-asymmetry and ledger-invisibility dimension the bare error taxonomy lacks. Built on the Type-I/false-positive category; presupposes it. 'Bycatch is the impact-and-visibility structure built on top of the bare error category.'. Type I & Type II Errors supplies the prerequisite condition: False positive/negative. Bycatch operates against that background: A selective process aimed at one target class also captures non-target classes because of the selector's finite specificity, and the harm persists because the success metric counts only the target. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "multiple_comparisons_correction",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Multiple-comparisons correction presupposes the false-positive/false-negative error framework because it controls aggregate false positives by trading threshold stringency against missed true effects.",
    "reason": "The correction is defined over false-rejection risk aggregated across a family of tests. Choosing FWER, FDR, or another family-level criterion and tightening or ranking thresholds is unintelligible without distinguishing false positives from false negatives and recognizing their power trade-off. Type I/II Errors supplies that prior error framework; the correction is not a species of the Texas Sharpshooter Fallacy and is not merely a remedy link encoded as taxonomy."
   },
   {
    "child": "signal_detection_theory",
    "parent": "type_i_type_ii_errors",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal Detection Theory presupposes Type I & Type II Errors, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "The 2x2 outcome matrix is the type-I/type-II framework (false alarms = type I, misses = type II); SDT ADDS the generative model (two overlapping evidence distributions) that factorizes the error trade-off into a sensitivity fixing the ROC and a criterion distributing errors along it. Built on the error-types pair. Type I & Type II Errors supplies the prerequisite condition: False positive/negative. Signal Detection Theory operates against that background: Every decision under noise factorizes into a sensitivity that fixes the achievable error trade-off and a freely-chosen criterion that distributes errors along it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "benign_sampling_safety_drift": [
   {
    "child": "bypassed_safeguard",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Bypassed Safeguard is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Bypassed Safeguard preserves that general structure while adding its differentia: A protective control is systematically routed around by the very operators it was meant to protect, because it imposes friction against a production task and the workaround is locally rewarded and globally invisible until the rare hazard arrives. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "near_miss_normalization",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Near-Miss Normalization is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Near-Miss Normalization preserves that general structure while adding its differentia: A system reads the absence of harm in a narrowly-averted event as evidence of robustness rather than as a signal of lost margin, so it resets the margin to the smaller value and drifts its operating envelope toward the failure boundary while still counting itself safe. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "normalization_of_deviance",
    "parent": "benign_sampling_safety_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Normalization of Deviance is a specialization of Benign-Sampling Safety Drift, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Benign-Sampling Safety Drift supplies the genus: A system near a hazard boundary reads a benign sample of outcomes \u2014 uneventful only because the hazard is rare, not because the margin is safe \u2014 as proof the safety margin is unnecessary, so each lucky round licenses the next erosion until a low-probability event finds the now-absent buffer. Normalization of Deviance preserves that general structure while adding its differentia: An operating standard drifts outward because small departures, each repeatedly observed without immediate catastrophe, are reclassified as normal. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "responsibility_diffusion": [
   {
    "child": "bystander_effect",
    "parent": "responsibility_diffusion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The bystander effect presupposes responsibility diffusion because the decline in any individual's likelihood of acting is driven by responsibility spreading across the group.",
    "reason": "The bystander effect is the pattern in which each potential intervenor's probability of acting decreases as the number of co-present others rises. Responsibility diffusion \u2014 the structural paradox by which spreading obligation across multiple agents reduces each agent's felt personal accountability \u2014 is the mechanism producing that decrease. Without responsibility diffusing across the pool, additional bystanders would not weaken any individual's motivation to act. The bystander effect is therefore the emergency-intervention manifestation of the diffusion pattern, presupposing it as the engine of declining per-agent action probability."
   }
  ],
  "coordination_problem_and_equilibrium_selection": [
   {
    "child": "bystander_effect",
    "parent": "coordination_problem_and_equilibrium_selection",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The bystander effect is the specific shape coordination problems take when multiple potential helpers must align on who acts but lack a focal mechanism.",
    "reason": "Coordination problems arise when multiple stable equilibria exist and agents must align on one without the decision structure uniquely selecting an answer. The bystander effect is the particular shape this pattern takes in emergency intervention: many co-present potential helpers each face the equilibrium-selection question of who should act, with no built-in mechanism designating one. Diffused responsibility, pluralistic ignorance, and evaluation apprehension prevent any equilibrium from being uniquely selected, often producing the no-one-acts outcome. A structurally-particularized instance of equilibrium-selection failure in a multi-agent helping context."
   },
   {
    "child": "keynesian_beauty_contest",
    "parent": "coordination_problem_and_equilibrium_selection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The beauty contest is a coordination game, but a peculiar one whose target is RECURSIVE (the population's own expectation) rather than an exogenous landmark.",
    "reason": "The beauty contest is a coordination game, but a peculiar one whose target is RECURSIVE (the population's own expectation) rather than an exogenous landmark. A specialization of coordination_problem_and_equilibrium_selection where the focal point is a belief about a belief. Coordination Problem and Equilibrium Selection supplies the genus: Multiple stable equilibria require alignment on single outcome. Keynesian Beauty Contest preserves that general structure while adding its differentia: The rational choice is not what you most prefer, nor what you think others prefer, but what you think others believe others will choose. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "locality_of_reference": [
   {
    "child": "caching",
    "parent": "locality_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Caching presupposes locality of reference because exploiting a fast-local copy only pays off when accesses cluster temporally or spatially.",
    "reason": "Caching presupposes locality of reference because the economic case for maintaining a small fast tier alongside a large slow tier depends entirely on workloads in which accesses cluster: recently-used items are likely to be reused soon, and items near a used one are likely to be touched next. Locality supplies the empirical distribution-of-access regularity that makes a cache pay off; without it, every access is equally likely to miss and the cache provides no average-case advantage over going straight to the source."
   }
  ],
  "periodicity": [
   {
    "child": "cadence",
    "parent": "periodicity",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cadence presupposes and builds on periodic recurrence, adding rate-tunability framing on top.",
    "reason": "Cadence presupposes and builds on periodic recurrence, adding rate-tunability framing on top. Periodicity supplies the prerequisite condition: Regular cycles. Cadence operates against that background: The recurring beat or rate at which repeated operations or periods are spaced \u2014 the tempo that sets how often, not the unit it spaces or the bare fact of repeating. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "oscillation",
    "parent": "periodicity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Oscillation is Periodicity specialized to recurring variation around a reference under restoring dynamics.",
    "reason": "Every live Oscillation has a state that returns to similar values at a characteristic interval; damped, noisy, driven, and slowly modulated cases remain within Periodicity's approximate or conditional branches. Oscillation adds alternation around a reference, a restoring tendency, and storage or momentum that carries the state past the reference. Rotation, pulse trains, and externally scheduled stage cycles remain periodic without being oscillations."
   }
  ],
  "temporal_decay_and_degradation": [
   {
    "child": "calibrated_rule_vs_moving_world",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A frozen calibrated rule losing performance as its world drifts is a specific environmental-mismatch mode of temporal decay.",
    "reason": "The child fixes the decaying capability to performance of a mapping and locates the cause in a widening calibration-to-current-world gap. The parent admits that case while also covering intrinsic material, informational, and organizational degradation."
   },
   {
    "child": "concept_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A learned rule loses validity OVER TIME \u2014 but the RULE is intact and the WORLD moved (the relationship degraded), distinct from the substrate physically decaying.",
    "reason": "A learned rule loses validity OVER TIME \u2014 but the RULE is intact and the WORLD moved (the relationship degraded), distinct from the substrate physically decaying. Temporal Decay and Degradation supplies the prerequisite condition: System properties or capabilities systematically diminish over time. Concept Drift operates against that background: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "data_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Data Drift typically presupposes Temporal Decay and Degradation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Temporal Decay and Degradation supplies the prerequisite condition: System properties or capabilities systematically diminish over time. Data Drift operates against that background: A static learned mapping silently loses accuracy as the deployment distribution drifts away from the distribution it was calibrated on. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "evidence_fidelity_decay",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'a TIME-DEPENDENT loss whose magnitude grows with the event-to-capture delay' \u2014 a specialization of temporal decay applied to an evidentiary record's attribution structure (vs a static bias).",
    "reason": "'a TIME-DEPENDENT loss whose magnitude grows with the event-to-capture delay' \u2014 a specialization of temporal decay applied to an evidentiary record's attribution structure (vs a static bias). Temporal Decay and Degradation supplies the genus: System properties or capabilities systematically diminish over time. Evidence-Fidelity Decay preserves that general structure while adding its differentia: Delay between event and capture lets backfill silently fuse observation, inference, and reconstruction into one uniform record. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "gradual_deterioration",
    "parent": "temporal_decay_and_degradation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gradual deterioration presupposes temporal decay because incremental accumulation of damage only makes sense against the broader pattern of time-driven degradation.",
    "reason": "Gradual deterioration is the structural pattern in which small persistent stressors accumulate to erode functional capacity over time. This presupposes the more general pattern of temporal decay and degradation: that system properties systematically diminish through use, exposure, or natural processes following predictable functional forms. Without the underlying time-driven degradation pattern as a frame, the accumulation of microscopic damage below the failure threshold has no destination to converge toward; gradual deterioration is the slow, sub-threshold realization of the broader one-way tendency that temporal decay names."
   },
   {
    "child": "instrument_interpretive_drift",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A time-dependent, correlated (non-zero-mean) drift of a measurement instrument's interpretive practice while its stated spec stays fixed \u2014 a specialization of temporal degradation applied to interpretive calibration (vs a static bias removable by one calibration).",
    "reason": "A time-dependent, correlated (non-zero-mean) drift of a measurement instrument's interpretive practice while its stated spec stays fixed \u2014 a specialization of temporal degradation applied to interpretive calibration (vs a static bias removable by one calibration). Temporal Decay and Degradation supplies the genus: System properties or capabilities systematically diminish over time. Instrument Interpretive Drift preserves that general structure while adding its differentia: A measurement instrument's interpretive practice silently shifts over time while its stated specification stays fixed, contaminating longitudinal trends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "signal_devaluation",
    "parent": "temporal_decay_and_degradation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Signal devaluation is temporal degradation specialized to the systematic loss of a marker's informativeness while its nominal form remains intact.",
    "reason": "It inherits the genus's systematic diminishment of a system capability over elapsed time: here the capability is a signal's power to discriminate underlying types. The child adds an issuer with elastic supply, demand-side pressure, adaptive recipient expectations, an expansion-and-reanchoring ratchet, and eventual separating-equilibrium collapse while the nominal marker remains unchanged."
   }
  ],
  "measurement": [
   {
    "child": "calibration",
    "parent": "measurement",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Calibration secures one of the seven links (unit/traceability).",
    "reason": "Calibration secures one of the seven links (unit/traceability). A component of measurement. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Measurement: Mapping a target's attribute onto a scale via an instrument and procedure, yielding a value-plus-uncertainty tied to a unit and frame. Calibration adds the local frame and commitments expressed in its identity: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "ground_truth",
    "parent": "measurement",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ground truth presupposes measurement because the designated reference must produce a comparable observation against which another channel can be scored.",
    "reason": "A reference channel cannot function as ground truth merely by being trusted. It must observe or assign the target in a frame comparable with the system being evaluated. Measurement supplies that value-producing and comparison-ready apparatus; Ground Truth adds the asymmetric authority designation and its known fallibility."
   },
   {
    "child": "measurement_uncertainty",
    "parent": "measurement",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Measurement's own structural signature names the uncertainty envelope as one of its seven constituent links; measurement is the whole that decomposes into this part.",
    "reason": "Measurement's own structural signature names the uncertainty envelope as one of its seven constituent links; measurement is the whole that decomposes into this part. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Measurement: Mapping a target's attribute onto a scale via an instrument and procedure, yielding a value-plus-uncertainty tied to a unit and frame. Measurement Uncertainty and Observational Noise adds the local frame and commitments expressed in its identity: Measurement noise arises from instrument and observation limits. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "discrepancy_driven_correction": [
   {
    "child": "calibration",
    "parent": "discrepancy_driven_correction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Calibration is typically a specialization of Discrepancy-Driven Correction, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Discrepancy-Driven Correction supplies the genus: Iteratively close the signed gap between a target and an observation. Calibration preserves that general structure while adding its differentia: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "homeostasis",
    "parent": "discrepancy_driven_correction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'homeostasis is one biological OUTCOME of a stabilising correction loop...",
    "reason": "'homeostasis is one biological OUTCOME of a stabilising correction loop... this prime is the general loop mechanism.' discrepancy_driven_correction is the broad loop of which homeostasis (constant-setpoint biological case) is a special instance. Discrepancy-Driven Correction supplies the genus: Iteratively close the signed gap between a target and an observation. Homeostasis preserves that general structure while adding its differentia: Maintain internal stability. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "confidence_annotation": [
   {
    "child": "calibration",
    "parent": "confidence_annotation",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Names calibration as one of the prime's slots \u2014 the standing loop that keeps production/combination rules honest against outcomes.",
    "reason": "Names calibration as one of the prime's slots \u2014 the standing loop that keeps production/combination rules honest against outcomes. A component of a working annotation. After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Confidence Annotation: A graded warrant marker attached to a claim that travels with it and tells downstream consumers how much weight to place on it. Calibration adds the local frame and commitments expressed in its identity: Aligning a system's output to a trusted reference by measuring deviation, adjusting to reduce it, and monitoring for drift. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "equivalence_relation": [
   {
    "child": "canonical_form",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Canonical form PRESUPPOSES an equivalence relation (the partition) and adds a deterministic reduction to a unique per-class representative plus the biconditional (equivalent iff identical canonical forms).",
    "reason": "Canonical form PRESUPPOSES an equivalence relation (the partition) and adds a deterministic reduction to a unique per-class representative plus the biconditional (equivalent iff identical canonical forms). The relation alone does not supply the representative or the cheap-equality economy."
   },
   {
    "child": "cardinality",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Cardinality contains the equinumerosity Equivalence Relation whose classes are the cardinal numbers.",
    "reason": "Bijections make same-cardinality reflexive, symmetric, and transitive, so sets partition into equinumerosity classes. Cardinality adds ordering, arithmetic, finite counting, and the transfinite hierarchy over those classes."
   },
   {
    "child": "equivalence_preserving_rewriting",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The rewriting move presupposes and operates under an explicit equivalence relation as a component, but is itself a transformation process, not a relation.",
    "reason": "The rewriting move presupposes and operates under an explicit equivalence relation as a component, but is itself a transformation process, not a relation. Equivalence Relation supplies the prerequisite condition: Groups elements into equivalence classes. Equivalence-Preserving Rewriting operates against that background: Transforming an object into a behaviourally equivalent but operationally different form under an explicit equivalence relation, then selecting among rewrites by an orthogonal cost criterion. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "fungibility",
    "parent": "equivalence_relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fungibility is the APPLIED equivalence-class claim: within a class individuation drops out of every downstream computation (balance, not inventory).",
    "reason": "Fungibility is the APPLIED equivalence-class claim: within a class individuation drops out of every downstream computation (balance, not inventory). It is an equivalence_relation plus losslessness + identity-erasure."
   },
   {
    "child": "record_reconciliation",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A typed cross-system sameness verdict (equivalent/near-match-with-loss/ambiguous/no-match) that deliberately BLOCKS the transitive closure an equivalence_relation enjoys; presupposes the equivalence machinery precisely to control where it must not apply across two sets.",
    "reason": "A typed cross-system sameness verdict (equivalent/near-match-with-loss/ambiguous/no-match) that deliberately BLOCKS the transitive closure an equivalence_relation enjoys; presupposes the equivalence machinery precisely to control where it must not apply across two sets. Equivalence Relation supplies the prerequisite condition: Groups elements into equivalence classes. Record Reconciliation operates against that background: Matching records across two naming systems and declaring, for each pair, a typed sameness verdict with explicit conditions of preservation and loss. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "universality",
    "parent": "equivalence_relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Universality class is an Equivalence Relation induced by a surviving coarse-grained signature, with one derivable law added for every class member.",
    "reason": "Universality partitions a population of systems by equality of the low-dimensional signature that survives coarse-graining. Equality of that signature is reflexive, symmetric, and transitive and therefore induces disjoint equivalence classes. Universality adds a detail-erasing operation, invariant signature, and shared derivable law; bare equivalence relations need not carry any of those predictive commitments."
   },
   {
    "child": "variant_access_point",
    "parent": "equivalence_relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Routing every variant label to one authority presupposes the equivalence partition induced by sharing that authority target.",
    "reason": "On the carrier of recorded labels, define two labels as equivalent exactly when their resolution function returns the same authority. That relation is reflexive, symmetric, and transitive and partitions labels into referent classes before one member receives authority status. Mapping cannot safely aggregate identity without that same-referent partition."
   }
  ],
  "culminating_point": [
   {
    "child": "capacity_recovery_interval",
    "parent": "culminating_point",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Capacity-Recovery Interval presupposes a negative-yield threshold because its timing is defined by beginning before continued loading makes later restoration materially harder or impossible.",
    "reason": "The interval must start while continuation remains possible but before additional loading flips from productive to net harmful. Remove that threshold and the entry condition loses its defining criterion, leaving generic inactivity or scheduling rather than a prophylactic capacity-recovery interval."
   }
  ],
  "bijectivity": [
   {
    "child": "cardinality",
    "parent": "bijectivity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equal Cardinality is defined by the existence of a Bijection, allowing finite and infinite collections to be compared without enumerating them.",
    "reason": "Bijectivity supplies the no-collisions, no-gaps correspondence. Cardinality turns existence of such correspondences into equinumerosity classes, orders them by injections, and develops cardinal arithmetic and transfinite hierarchy."
   },
   {
    "child": "isomorphism",
    "parent": "bijectivity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Isomorphism is Bijectivity specialized by two-sided preservation of the named operations, relations, order, topology, or other structure.",
    "reason": "Every isomorphism is a one-to-one and onto mapping with a unique inverse. It adds the strict differentia that both the mapping and its inverse preserve the structure declared for the objects. Arbitrary bijections need preserve only cardinality, so Bijectivity is the immediate set-level genus."
   }
  ],
  "propagation": [
   {
    "child": "cascade",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A cascade is a specialization of propagation in which each affected element becomes a new source, producing self-perpetuating sequential transmission through coupling.",
    "reason": "A cascade specializes propagation by requiring that each newly-affected element not merely register the disturbance but itself become a new source of it, re-emitting the perturbation to its neighbors. Where propagation names the systematic spreading of a signal or effect through a medium or network generally, a cascade fixes the transmission mode as sequential and self-perpetuating: every flipped element adds to the active source population, producing nonlinear total impact disproportionate to the trigger \u2014 a particular shape propagation takes when each receiver becomes a transmitter."
   },
   {
    "child": "defect",
    "parent": "propagation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Defect requires a localized deviation's consequence to spread through the regular structure's coupling channels and alter a macroscopic property.",
    "reason": "A deviation that remains causally inert or wholly local does not satisfy the prime's disproportionate-consequence identity. Propagation supplies the source, medium, pathway, speed, attenuation, and reach structure; Defect adds regularity, localization, stress concentration, bulk-versus-defect diagnosis, and engineering leverage."
   },
   {
    "child": "derivative_amplification",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Derivative Amplification is a specialization of Propagation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Derivative Amplification preserves that general structure while adding its differentia: In a serial chain where each upstream stage responds to the rate of change of its downstream neighbour, variation amplifies geometrically with chain length. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "diffusion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diffusion is a specialization of propagation in which the spreading mechanism is the aggregate of random or gradient-driven movements of microscopic constituents.",
    "reason": "Diffusion specializes propagation by fixing the transmission mechanism as the aggregate stochastic or gradient-driven movement of many microscopic constituents, with no central directing agent. Where propagation names the systematic spreading of a signal or effect through a medium or network generally, diffusion specifies that the spread arises from microscopic randomness producing macroscopic flux down concentration gradients, governed quantitatively by Fick's law \u2014 a particular shape propagation takes when the medium is a stochastic substrate and the influence moves via collective random-walk dynamics."
   },
   {
    "child": "dislocation_motion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Dislocation Motion is typically a specialization of Propagation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Dislocation Motion preserves that general structure while adding its differentia: Large-scale change of an ordered medium achieved by propagating a localised defect rather than rearranging every unit at once. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "dispersion",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dispersion is the property-indexed differentiation of rates within a propagating bundle \u2014 a specialization of propagation ('not propagation as such').",
    "reason": "Dispersion is the property-indexed differentiation of rates within a propagating bundle \u2014 a specialization of propagation ('not propagation as such'). Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Dispersion preserves that general structure while adding its differentia: A co-launched bundle separates because propagation rate depends on a per-component property. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "response_vs_propagation_race",
    "parent": "propagation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Propagation is one of the two processes in the race; this prime is the COMPARISON of propagation against a containing response, with a threshold at the crossover.",
    "reason": "Propagation is one of the two processes in the race; this prime is the COMPARISON of propagation against a containing response, with a threshold at the crossover. Presupposes propagation as one term. Propagation supplies the prerequisite condition: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Response-vs-Propagation Race operates against that background: Containment wins or loses by timescale comparison. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "risk_migration",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Loosely a constrained kind of spread (a hazard re-emerges along a return path), but the dossier argues propagation does not prevail \u2014 migration adds conservation and drawn-boundary relocation and measurement asymmetry that propagation lacks.",
    "reason": "Loosely a constrained kind of spread (a hazard re-emerges along a return path), but the dossier argues propagation does not prevail \u2014 migration adds conservation and drawn-boundary relocation and measurement asymmetry that propagation lacks. Propagation supplies the genus: The systematic spreading of a signal, effect, or state from a source through a medium or network, where the medium's structure governs how fast it moves, how it attenuates, and which paths it follows. Risk Migration preserves that general structure while adding its differentia: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "selective_propagation",
    "parent": "propagation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selective propagation is a propagation subtype that adds attribute-dependent survival and downstream composition shift to ordinary source-through-medium spread.",
    "reason": "Selective propagation is a propagation subtype that adds attribute-dependent survival and downstream composition shift to ordinary source-through-medium spread. Both require movement from a source through a medium whose structure governs paths, attenuation, and reach. Selective propagation additionally requires a heterogeneous input and a component-property-to-survival rule that changes the mixture with distance."
   }
  ],
  "contagion": [
   {
    "child": "cascade",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cascade presupposes contagion because sequential transmission through coupled elements is the structural mechanism of contagious spread.",
    "reason": "A cascade is the structural pattern in which a state change in one element triggers the same change in coupled neighbors, who then transmit to theirs, producing self-perpetuating chain propagation. The dynamic requires contact-mediated, self-reproducing transmission across a network \u2014 exactly what contagion names. Contagion supplies the underlying commitment: a state spreads from affected to connected elements through direct transmission, with each new host capable of infecting its own neighbors. Cascade specializes contagion to threshold-triggered, often-amplifying chain propagation, with disproportion-to-trigger as the characteristic signature."
   },
   {
    "child": "cultural_diffusion",
    "parent": "contagion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cultural diffusion is a kind of contagion in which innovations and practices spread through networks of contact and adoption.",
    "reason": "Cultural diffusion is a specialization of contagion: innovations, beliefs, and practices spread from adopter to connected non-adopter through contact, communication, and influence, with each newly adopting agent becoming a fresh transmission source. It inherits contagion's structural commitments \u2014 contact-mediated transmission, reproduction in each new host, threshold dynamics governed by transmission rate and network topology \u2014 particularized to the cultural-innovation case where what propagates is a practice or idea and the S-curve adoption pattern is the visible signature."
   },
   {
    "child": "emotional_contagion",
    "parent": "contagion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emotional contagion is a kind of contagion in which affective states spread through automatic mimicry, synchrony, and afferent feedback.",
    "reason": "Emotional contagion is a specialization of contagion: an affective state spreads from one agent to a connected one through automatic coupling \u2014 mimicry of facial expression, postural synchrony, vocal entrainment \u2014 and reproduces in each new host whose own affect is then a fresh transmission source. It inherits contagion's structural commitments \u2014 contact-mediated, self-reproducing across a network, governed by transmission rate and contact topology \u2014 particularized to the affective-state case where the channel is largely sub-deliberative."
   },
   {
    "child": "purity_and_pollution",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Purity and pollution presupposes contagion because pollution is treated as transmissible by contact, spreading the categorical taint through networks.",
    "reason": "Purity and pollution presupposes contagion because the structural claim that pollution is removable only through cleansing rests on a prior commitment that pollution propagates contact-to-contact through a social network. It inherits contagion's pattern in which a state spreads from an affected element to a connected one and reproduces in each new host, particularized to symbolic-categorical taint rather than infection or behavior. Without contagion's transmission-by-contact structure, the binary classificatory defilement could not spread to threaten boundary integrity."
   },
   {
    "child": "systemic_risk",
    "parent": "contagion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic risk presupposes contagion because system-wide failure propagates through contact-mediated transmission across the connection topology.",
    "reason": "Systemic risk is the pattern in which one component's failure, propagated through interconnections, threatens the whole system, with risk a property of topology and coupling rather than of any component in isolation. This presupposes contagion: the contact-mediated, self-reproducing spread of a state from one element to a connected neighbour across a network. The cascading correlated collapse is contagion with default or failure as the transmitted state, governed by transmission rate and contact pattern. Without contagion's propagation mechanism, a localized shock would stay localized rather than becoming systemic."
   }
  ],
  "punctuated_equilibrium": [
   {
    "child": "cascade",
    "parent": "punctuated_equilibrium",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The cascade is the propagation mechanism INSIDE a burst (one change triggering correlated others); punctuated_equilibrium embeds it within the longer stasis-load-reset cycle.",
    "reason": "The cascade is the propagation mechanism INSIDE a burst (one change triggering correlated others); punctuated_equilibrium embeds it within the longer stasis-load-reset cycle. 'the cascade is the burst's internals, not the whole tempo.'. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Punctuated Equilibrium: Change runs bimodal in tempo: long intervals of near-stasis that load latent constraint, interrupted by short bursts of correlated structural reorganization. Cascade adds the local frame and commitments expressed in its identity: A change in one element triggers a chain of further changes. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "leverage_points": [
   {
    "child": "catalysis",
    "parent": "leverage_points",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Catalysis is a strict leverage-point species: a small, reusable facilitator produces disproportionate transformation by lowering one pathway's barrier over many turnovers.",
    "reason": "Every Catalysis instance satisfies the Leverage Points signature used by these entries: a comparatively small intervention at a sensitive pathway changes the transformation rate or product distribution disproportionately. Catalysis adds a permitted-but-slow transformation, a barrier-lowering facilitator, pathway selectivity, non-consumption, repeated turnover, and thermodynamic neutrality. Not every leverage point is catalytic, but that is the expected asymmetry between a genus and its strict species, not an exception requiring a typical qualifier."
   },
   {
    "child": "center_of_gravity",
    "parent": "leverage_points",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A center of gravity is the strict adversarial leverage-point species: disrupting its cohesion-bearing, substitution-resistant node disproportionately changes the contest.",
    "reason": "Every Center of Gravity is a high-leverage intervention site by its defining test: disruption of the identified node causes a disproportionate system-wide change rather than an effect proportional to the node's size. It adds an adversarial contest, a cohesion-bearing and substitution-resistant node, paired attacker and defender analysis, and migration of the locus under hardening. Leverage Points also includes non-adversarial rules, goals, and parameters, so the relation is one-way strict specialization."
   }
  ],
  "associativity": [
   {
    "child": "category",
    "parent": "associativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Category strictly contains Associativity as the law making every finite chain of arrows independent of how its binary compositions are grouped.",
    "reason": "Category supplies objects, typed arrows, closure, identities, and the substance-blind stance. Associativity is the internal axiom equating the two parenthesizations of every three-arrow chain and licensing unambiguous paths."
   },
   {
    "child": "semigroup",
    "parent": "associativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Semigroup strictly contains Associativity as the axiom certifying that every finite product is independent of parenthesization.",
    "reason": "The formal species adds a carrier, operation, algebraic tier, embeddings, decomposition theory, and classification machinery. Associativity remains the internal portable property from which its re-association payoff follows."
   }
  ],
  "closure": [
   {
    "child": "category",
    "parent": "closure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Category strictly contains closure of its morphisms under the partially defined operation that composes every endpoint-compatible pair.",
    "reason": "The category adds objects, source and target typing, identity arrows, the associativity law, and the substance-blind modeling posture. Closure remains the internal guarantee that composing two admissible arrows produces another arrow of the same category, so paths can continue without escaping it."
   },
   {
    "child": "semigroup",
    "parent": "closure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A Semigroup strictly contains Closure because combining any two carrier elements must return another element of that same carrier.",
    "reason": "Closure supplies output containment and iterability; associativity separately supplies regrouping invariance. The semigroup species requires both and adds algebra-specific theory neither property carries alone. Closure supplies an internal constituent: Ensures operations remain within a set. Semigroup requires that role within this mechanism: The minimal algebraic species \u2014 a set with one closed, associative binary operation and nothing more \u2014 whose lone axiom certifies that any finite product is parenthesization-independent, so a sequential reduction can be split, reassociated, and run in parallel without changing the answer. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "span",
    "parent": "closure",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Span is the reachable CLOSURE of a primitive set under an admissible-operations grammar \u2014 a closure (operations stay within a set) enriched with generators and a grammar and a gap-to-target fork.",
    "reason": "Span is the reachable CLOSURE of a primitive set under an admissible-operations grammar \u2014 a closure (operations stay within a set) enriched with generators + a grammar + a gap-to-target fork. closure is the structural genus."
   }
  ],
  "lock_in": [
   {
    "child": "category_retrieval_lock_in",
    "parent": "lock_in",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Category Retrieval Lock In is a specialization of Lock-In, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "'the generic prime it specializes' \u2014 genus-to-species. category_retrieval_lock_in is lock_in where the costly-to-reverse commitment is a category label compiled into retrieval infrastructure, adding the retrieval-vs-substrate-lock split. Lock-In supplies the genus: Forward-looking cost of switching exceeds the forward-looking cost of staying, even when a superior alternative exists. Category Retrieval Lock In preserves that general structure while adding its differentia: A category label that made routine retrieval cheap obstructs novel re-use, because the retrieval infrastructure has compiled the label in place of the property list. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "cognitive_entrenchment",
    "parent": "lock_in",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive entrenchment is a specific kind of lock-in where accumulated expert schemas make revising mental structures costlier than continuing with them.",
    "reason": "Cognitive entrenchment is a specialization of lock-in. The general pattern is that the forward-looking cost of switching from a current commitment exceeds continuing, because accumulated investment does not transfer to alternatives. Cognitive entrenchment instantiates this with the commitment being internalized mental models, procedures, and category structures from accumulated domain expertise; the non-transferable accumulation is the schema base itself. Revising toward novel representations costs more than continuing with proceduralized expertise, even when the domain has shifted and a different representation would now be superior."
   }
  ],
  "layering": [
   {
    "child": "causal_layered_analysis_cla",
    "parent": "layering",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "CLA contains a depth-ordered four-layer explanatory structure with an inverse visibility-leverage gradient and bidirectional traversal.",
    "reason": "Remove the ordered litany, social-cause, worldview, and myth/metaphor strata and CLA loses both its diagnostic descent and reconstructive ascent. Layering is an internal organization of the method rather than its taxonomic genus."
   },
   {
    "child": "downward_causation",
    "parent": "layering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward Causation presupposes Layering: it requires a stratified architecture in which higher strata can influence lower ones.",
    "reason": "Downward causation asserts that influence flows from higher strata back onto their lower-level constituents. That assertion requires a stratified architecture in which strata are distinguishable, each with its own descriptive vocabulary and operational regime \u2014 the structure supplied by Layering. Without a layered organization there is no higher stratum from which influence could descend and no lower stratum to receive it. Downward causation presupposes layering as the structural substrate that makes upward and downward causal directions meaningfully distinct."
   },
   {
    "child": "holarchy",
    "parent": "layering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes layering because Janus-faced holons only exist where a system is already organized into stacked strata of whole-and-part levels.",
    "reason": "A holarchy is composed of holons that face downward as wholes governing their parts and upward as parts within a larger whole. This dual-facing identity requires that the system already be organized into a stack of horizontal strata with each layer providing abstractions and services to the next \u2014 the structural commitment layering names. Without an underlying multi-level stratification, there would be no upward face for a unit to be a part of and no downward face for it to govern as a whole. Holarchy specializes layering by demanding mutual whole-part status at every level."
   },
   {
    "child": "indirection",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Indirection is a specific kind of layering, interposing a reference between consumer and provider to decouple them.",
    "reason": "Indirection is a specialization of layering. The general pattern organizes a system into horizontal strata where each layer provides abstractions higher layers depend on while hiding internal implementation. Indirection instantiates this at minimum scale: a single interposed reference between consumer and provider, hiding the provider's identity, location, or implementation behind the reference. The reference is a one-element layer that the consumer talks through; substituting the provider does not propagate to the consumer because the layer absorbs the change. Late binding, polymorphism, and virtualization are all instances of this minimal-layer pattern."
   },
   {
    "child": "layered_accumulation",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered accumulation is a specialization of layering in which strata deposit sequentially over time and preserve their conditions of formation.",
    "reason": "Layered accumulation is a specialization of layering. The general layering pattern organizes a system into stacked strata with each layer providing services or abstractions to the next. Layered accumulation specializes by adding two commitments: the layers deposit sequentially in time-ordered fashion, and each layer preserves the conditions of its deposition so the stratigraphy reads as a record of history. The horizontal-strata architecture is retained, with the additional temporal-deposition and history-preservation properties making the stack a readable archive."
   },
   {
    "child": "mixed_layer",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A specific configuration of layered zones (uniform stirred surface and stratified interior and sharp boundary) \u2014 a specialization of generic layering.",
    "reason": "A specific configuration of layered zones (uniform stirred surface and stratified interior and sharp boundary) \u2014 a specialization of generic layering. Layering supplies the genus: Segments systems into levels. Mixed Layer preserves that general structure while adding its differentia: An actively-stirred, locally-homogeneous surface zone that buffers a stratified interior, joined to it by a sharp discontinuity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "progressive_disclosure",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Progressive_disclosure is 'the specific, receiver-facing SPECIES of layering' defined by three added constraints (per-layer sufficiency, minimum-sufficient visible layer, a visible affordance down) generic layering lacks.",
    "reason": "Progressive_disclosure is 'the specific, receiver-facing SPECIES of layering' defined by three added constraints (per-layer sufficiency, minimum-sufficient visible layer, a visible affordance down) generic layering lacks. Genus=layering. Layering supplies the genus: Segments systems into levels. Progressive Disclosure preserves that general structure while adding its differentia: Reveal information or options in stages calibrated to the receiver's current need-to-know, each stage sufficient to act on, with deeper layers reachable on demand behind a visible affordance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "stratification",
    "parent": "layering",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stratification is a specialization of layering in which the layers are formed by geological or material deposition processes producing horizontal strata.",
    "reason": "Stratification is a specialization of layering in which the layers are physical strata produced by sequential deposition, accumulation, or differentiation of materials \u2014 sedimentary beds, atmospheric layers, social strata, organizational tiers ordered by some ranking variable. It inherits layering's general structure of horizontal levels each providing a defined scope while resting on the levels below, and specializes by fixing the formation mechanism to layered deposition or ranked ordering along a vertical axis. The resulting structure supports analysis by stratum: each layer has internal coherence and bounded interfaces with the layers above and below."
   }
  ],
  "verification": [
   {
    "child": "certification",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Certification = a verification procedure PACKAGED into a portable, third-party-attested token; it presupposes (is built on) the verification work it wraps.",
    "reason": "Certification = a verification procedure PACKAGED into a portable, third-party-attested token; it presupposes (is built on) the verification work it wraps. Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "confidence_annotation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A graded warrant marker summarizing how-much-to-trust once weighing is done; presupposes the verification/evidence-weighing whose verdict it compresses into a portable, separable label.",
    "reason": "A graded warrant marker summarizing how-much-to-trust once weighing is done; presupposes the verification/evidence-weighing whose verdict it compresses into a portable, separable label. Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Confidence Annotation operates against that background: A graded warrant marker attached to a claim that travels with it and tells downstream consumers how much weight to place on it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "data_integrity",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data Integrity is a kind of verification: checksums, signatures, and audits confirm conformance to the data's intended specification.",
    "reason": "Data integrity is preserved by mechanisms \u2014 checksums, error-correcting codes, digital signatures, validation rules, audit, provenance \u2014 that check stored or transmitted data against the criteria it must satisfy and produce a verdict of accept or repair. That is the defining structure of Verification: a procedure that checks conformance to specification and yields evidence-backed verdicts. Data integrity specializes verification to the case where the specified object is data and the specification covers accuracy, consistency, and authorized state."
   },
   {
    "child": "hypothesis_testing_null_vs_alternative",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hypothesis testing is a specific kind of verification, checking sample evidence against a pre-specified null with controlled error rates.",
    "reason": "Hypothesis testing is a specialization of verification. The general pattern checks that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Hypothesis testing instantiates this with the object being a research claim about a parameter, the specification being a pre-specified null hypothesis (often no effect), and the procedure being a test statistic with known null distribution evaluated against a pre-set threshold controlling Type I error. The verdict is reject or fail-to-reject H0. It is verification with calibrated long-run error control as the procedure's structural guarantee."
   },
   {
    "child": "quality_control",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quality control is a specialization of verification in which the conformance check operates as a release gate against manufacturing-style tolerance specs.",
    "reason": "Quality control is a kind of verification specialized to the production-to-customer interface: the object being checked is each unit of output, the specification is the defined tolerance, and the procedure is the inspection or sampling test that triggers rejection or rework when items deviate. It inherits verification's commitment to checking conformance against a stated criterion via an evidence-producing procedure yielding accept/reject verdicts, and supplies the specific feedback-gate function that binds process variation to defined limits before release, distinct from the prevention and improvement layers around it."
   },
   {
    "child": "reproducibility_replicability",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reproducibility and replicability are a specialization of verification in which the conformance check is repeating the study to confirm the finding.",
    "reason": "Reproducibility and replicability are a kind of verification specialized to scientific findings: the object being checked is a reported result, the specification is the claim made about an effect, and the procedure is independent repetition \u2014 computational reproduction with the same data or replication with fresh data under similar conditions. They inherit verification's commitment to checking conformance against a stated criterion via a defined evidence-producing procedure, and supply the particular evidence-source \u2014 repeated independent execution \u2014 that constitutes valid checking in the scientific domain."
   },
   {
    "child": "time_of_check_to_time_of_use_flaw",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time-Of-Check To Time-Of-Use Flaw presupposes Verification, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Verification supplies the prerequisite condition: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Time-Of-Check To Time-Of-Use Flaw operates against that background: A precondition verified at one instant authorizes an action taken at a later instant, and the relevant state changes in the gap between them, so the defect lives in the temporal binding between check and use rather than in either operation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "triangulation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Triangulation presupposes verification because cross-checking against multiple independent sources is a discipline for confirming conformance to a specification.",
    "reason": "Triangulation presupposes verification because its function is to strengthen the verdict of conformance: independent sources, methods, or perspectives are deliberately combined so that convergence across them constitutes stronger evidence that a claim conforms to its specification than any single stream alone. Verification supplies the general structure of checking an object against a stated criterion via a procedure yielding evidence and a verdict; triangulation is a methodological enrichment that improves the evidentiary stream feeding that verdict by reducing single-source bias and blind spots."
   },
   {
    "child": "validation",
    "parent": "verification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Validation presupposes verification because both rest on checking an artifact against a stated criterion via a procedure yielding a verdict.",
    "reason": "Validation presupposes verification because validation's fitness-for-purpose check shares verification's core machinery -- a defined procedure that produces evidence and a verdict against a fixed criterion -- and only shifts which criterion is taken as given. Where verification asks whether the artifact conforms to its specification (building it right), validation asks whether it solves the intended problem (building the right thing). The check-against-criterion structure is the same; validation presupposes it and reapplies it with the use-context as the criterion rather than the spec."
   },
   {
    "child": "zero_knowledge_proof",
    "parent": "verification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "ZKP fills verification's five-role schema (claim/protocol/challenge-response/transcript/verdict) with added zero-knowledgeness \u2014 a species of verification protocol, not a component of it.",
    "reason": "ZKP fills verification's five-role schema (claim/protocol/challenge-response/transcript/verdict) with added zero-knowledgeness \u2014 a species of verification protocol, not a component of it. Verification supplies the genus: Check that an object conforms to its specification via a defined procedure yielding evidence and a verdict. Zero Knowledge Proof preserves that general structure while adding its differentia: Convince a verifier a claim is true while revealing nothing beyond its truth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "trust": [
   {
    "child": "certification",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Certification is an engineered mechanism for manufacturing transferable trust at a distance; it presupposes trust as the disposition it warrants.",
    "reason": "Certification is an engineered mechanism for manufacturing transferable trust at a distance; it presupposes trust as the disposition it warrants. Trust supplies the prerequisite condition: Willingly accepting vulnerability to another party's future behavior under incomplete monitoring, based on positive expectations about their competence and intentions. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "psychological_safety",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Psychological safety presupposes trust because it is the team-level condition in which members can be vulnerable in interpersonal risk-taking without fear.",
    "reason": "Psychological safety presupposes trust because its core claim \u2014 that team members can speak up, admit error, and disagree without fear of ridicule or retaliation \u2014 requires trust's prior structure of confident reliance under vulnerability. Without the willingness to be vulnerable to others based on positive expectations of their ability, benevolence, and integrity, the interpersonal risk-taking psychological safety names is unavailable. Psychological safety inherits trust's vulnerability-under-incomplete-monitoring structure and specializes it to the team setting, where the shared belief that good-faith voice will be received without reprisal scales individual trust into a climate-level resource."
   },
   {
    "child": "social_capital",
    "parent": "trust",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Trust is an internal constituent of social capital, enabling vulnerable cooperation and exchange across network ties without complete monitoring.",
    "reason": "Social capital treats relationships, trust, shared norms, and network position as productive resources that enable coordinated action unavailable to isolated actors. Trust is an explicit internal constituent of that resource bundle: confident reliance under vulnerability allows delegation, exchange, mutual support, and credit without exhaustive monitoring or collateral. Network ties without this trust component would not supply the reduced transaction costs and cooperative capacity that the live social-capital definition identifies."
   },
   {
    "child": "trusted_intermediary_compromise",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Substrate-to-exploit \u2014 trust is the bare relation the attack RIDES; this prime is the adversarial exploitation of trust's TRANSITIVITY (write once upstream, harm many downstream past a bypassed perimeter).",
    "reason": "Substrate-to-exploit \u2014 trust is the bare relation the attack RIDES; this prime is the adversarial exploitation of trust's TRANSITIVITY (write once upstream, harm many downstream past a bypassed perimeter). Presupposes trust as the substrate. Trust supplies the prerequisite condition: Willingly accepting vulnerability to another party's future behavior under incomplete monitoring, based on positive expectations about their competence and intentions. Trusted Intermediary Compromise operates against that background: Trust transitivity is exploited to push a hostile payload past the consumer's perimeter. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "vouched_anonymity",
    "parent": "trust",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The recipient must accept vulnerability under incomplete contributor monitoring based on positive expectations of the intermediary's competence and integrity.",
    "reason": "The recipient must accept vulnerability under incomplete contributor monitoring based on positive expectations of the intermediary's competence and integrity. Vouched Anonymity is not a kind of Trust; it is an assurance architecture that deliberately relocates and concentrates a residual trust relation. Without reliance on the intermediary, hidden-origin contributions have no substitute credibility channel and collapse to unsupported assertions. Trust exists without hidden contributors, but this architecture cannot function unless the recipient trusts the vouching intermediary."
   }
  ],
  "reputation": [
   {
    "child": "certification",
    "parent": "reputation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The token's meaning is backed by the certifier's staked reputation; reputation is a load-bearing component.",
    "reason": "The token's meaning is backed by the certifier's staked reputation; reputation is a load-bearing component. Reputation supplies the prerequisite condition: An aggregated signal of past behaviour that shapes how others treat an agent. Certification operates against that background: A trusted third party attests, after a defined evaluation, that an entity meets a standard, and issues a portable token downstream parties use as a substitute for re-doing the evaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "counterfactual_reasoning": [
   {
    "child": "ceteris_paribus",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ceteris paribus analysis requires reasoning about how a foreground change would differ while specified background conditions are held fixed.",
    "reason": "Ceteris paribus analysis requires reasoning about how a foreground change would differ while specified background conditions are held fixed. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Ceteris Paribus operates against that background: Analyzing a foreground subsystem while explicitly holding the rest of the system fixed, tracking the gap. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "counterfactual_proximity_weighting",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The SIGNAL-GENERATION mechanism that weights a nearby counterfactual into a reward/loss signal by distance; it presupposes counterfactual_reasoning to CONSTRUCT the alternative, then folds it in by proximity.",
    "reason": "The SIGNAL-GENERATION mechanism that weights a nearby counterfactual into a reward/loss signal by distance; it presupposes counterfactual_reasoning to CONSTRUCT the alternative, then folds it in by proximity. 'reasoning constructs the alternative; proximity weighting weights it into a signal'. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Counterfactual Proximity Weighting operates against that background: An internal signal is graded not by the outcome alone but by its distance to a nearby counterfactual outcome of different value, so near misses carry near-reward signals. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "minimal_modification_principle",
    "parent": "counterfactual_reasoning",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lewis's minimal-modification rule is a constraint governing how counterfactual scenarios are constructed within counterfactual reasoning, a component not a kind.",
    "reason": "Lewis's minimal-modification rule is a constraint governing how counterfactual scenarios are constructed within counterfactual reasoning, a component not a kind. Counterfactual Reasoning supplies the prerequisite condition: Hypothetical alternatives. Minimal Modification Principle operates against that background: Preserve true facts when constructing alternative scenarios. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "foreseeing_prediction": [
   {
    "child": "change_notification",
    "parent": "foreseeing_prediction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Prediction is the broad genus, change_notification the narrow structured species \u2014 a directed-broadcast subset where a party with privileged knowledge of a DECIDED change warns exactly those affected, early enough to act.",
    "reason": "Prediction is the broad genus, change_notification the narrow structured species \u2014 a directed-broadcast subset where a party with privileged knowledge of a DECIDED change warns exactly those affected, early enough to act. A specialization adding directed-audience and lead-time and deliberate-change constraints. Foreseeing (Prediction) supplies the genus: Predict future states. Change Notification preserves that general structure while adding its differentia: Advance warning, directed at those who depend on a system, that it is about to change in a way they need lead time to prepare for. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "separation_of_powers": [
   {
    "child": "checks_balances",
    "parent": "separation_of_powers",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Checks and balances presupposes separation of powers because the reciprocal-restraint instruments require pre-existing distinct holders of distributed authority.",
    "reason": "Checks and balances equips each holder of distributed authority with explicit tools to constrain the others \u2014 veto, review, audit, override \u2014 producing reciprocal mutual restraint. This presupposes that authority has already been distributed across separate holders rather than concentrated in one: without the prior division of governmental function into distinct branches or roles, there would be no separate parties between which restraint instruments could be reciprocally exchanged. Separation of powers supplies the distributed-authority substrate that checks and balances operates on as a mesh of mutual constraint."
   }
  ],
  "compression": [
   {
    "child": "chunking",
    "parent": "compression",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Chunking is a specialization of compression in which a set of items is grouped into a single meaningful unit that working memory then tracks as one element.",
    "reason": "Chunking is a specialization of compression in which the redundancy being exploited is structural relatedness among items, and the encoding shrinks the count of units working memory must track by binding them into one meaningful chunk. It inherits the general compression commitment that representational length can be reduced when the source contains predictable or relational structure, and specializes by locating the encoding in cognitive working memory: capacity is measured in chunks rather than raw elements, so restructuring raises effective capacity without enlarging the store."
   },
   {
    "child": "dimensionality_reduction",
    "parent": "compression",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Dimensionality reduction is a specialization of compression in which redundancy in a high-dimensional representation is removed by projecting onto a lower-dimensional latent structure.",
    "reason": "Dimensionality reduction is a specialization of compression in which the redundancy being exploited is dimensional: high-dimensional data lies on or near a low-dimensional manifold, and a transformation projects it onto that lower-dimensional representation while preserving variance, distances, or predictive information. It inherits the general compression commitment that redundant structure can be eliminated without losing what matters and that the choice between lossless and lossy reduction is governed by which features must be preserved. The specialization fixes the redundancy to dimensional correlations rather than symbol-level statistics."
   },
   {
    "child": "predictive_coding",
    "parent": "compression",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Predictive coding presupposes compression because transmitting only the prediction error exploits the predictable signal's redundancy to shorten its representation.",
    "reason": "Predictive coding presupposes compression because its central move is to suppress the expected component of an incoming signal and transmit only the residual prediction error: this is exactly the compression strategy of exploiting predictable structure to shorten what must be encoded. Compression supplies the general principle that redundant statistical regularity can be removed without loss; predictive coding instantiates it by making a generative model the source of the predicted regularity, so only the surprising remainder propagates as both message and learning signal."
   }
  ],
  "classification": [
   {
    "child": "clustering",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Clustering is classification specialized to discovering categories from within-group similarity without predefined labels.",
    "reason": "Both assign entities to a finite category structure for downstream reasoning. Clustering adds the differentia that group boundaries and labels are outputs inferred from a chosen feature space and similarity rule rather than inputs supplied in advance."
   },
   {
    "child": "evaluative_rating",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A rating is an ORDERED classification in which the order, not the category label, does the load-bearing work \u2014 classification PLUS a fixed ordered scale and rater and designed use and compression.",
    "reason": "A rating is an ORDERED classification in which the order, not the category label, does the load-bearing work \u2014 classification PLUS a fixed ordered scale and rater and designed use and compression. A specialization of classification along the order axis. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Evaluative Rating preserves that general structure while adding its differentia: Compress an evaluative judgment into a position on a shared ordered scale that downstream actors can act on without re-examining the evidence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Missing-data mechanisms is a specific kind of classification, sorting missingness processes into three categories that determine valid handling.",
    "reason": "Missing-data mechanisms is a specialization of classification. The general pattern assigns entities to discrete categories according to explicitly defined rules, with the category structure carrying meaning about what properties matter and what purposes the grouping serves. Rubin's MCAR/MAR/MNAR taxonomy instantiates this by sorting missingness processes into three bins defined by whether missingness is independent of all variables, conditional on observed values only, or dependent on the unobserved values themselves. The classification is consequential because it determines which estimation procedures yield valid inference."
   },
   {
    "child": "native_category_flattening",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The failure is a lossy recoding of a source's meaning-bearing partition into a foreign taxonomy; it presupposes a classification/recoding act and names its destructive (merge/split, irrecoverable) special case.",
    "reason": "The failure is a lossy recoding of a source's meaning-bearing partition into a foreign taxonomy; it presupposes a classification/recoding act and names its destructive (merge/split, irrecoverable) special case. Built on the recoding step."
   },
   {
    "child": "pattern_recognition",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pattern recognition is a specialization of classification in which the assignment of a stimulus to a known category proceeds by feature matching against stored representations.",
    "reason": "Pattern recognition is a specialization of classification in which the rule-application is implemented by matching a stimulus's observable features against stored category representations: templates, prototypes, exemplars, or learned hierarchical detectors. It inherits the general classification commitment that entities are assigned to discrete categories according to explicit criteria, with the assignment carrying meaning for downstream reasoning. Its specialization is to identify the stimulus as an instance of a known category via similarity-driven feature analysis rather than via explicit rule application or definitional checklist."
   },
   {
    "child": "phase_diagram",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Phase Diagram presupposes Classification: it partitions parameter space into discrete phase regions according to qualitative-distinction rules.",
    "reason": "A phase diagram divides a parameter space into regions labeled by qualitatively distinct phases, with boundaries where order parameters jump or become singular. Constructing the diagram requires the prior operation of Classification \u2014 assigning configurations to discrete categories by explicit criteria. Without classification rules deciding which configurations count as the same phase, the diagram's regions and boundaries have no content; the diagram is a graphical instantiation of a classification scheme over a continuous control space."
   },
   {
    "child": "primary_vs_secondary_sources",
    "parent": "classification",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Primary-vs-secondary sources is the specific shape classification takes when evidence is sorted by causal and temporal proximity to the phenomenon studied.",
    "reason": "Primary-vs-secondary sources is the specific shape classification takes when the entities being sorted are evidentiary materials and the criterion is causal-temporal proximity to the phenomenon under study: primary materials are produced by or in direct contact with the phenomenon at its time of occurrence, secondary materials interpret or synthesize primary materials afterward. It is a structurally-particularized instance of assigning items to discrete categories by explicit criteria, with the added commitment that the classification governs argumentative use \u2014 primary materials supply evidence, secondary materials supply interpretation \u2014 and that boundary cases require source-criticism."
   },
   {
    "child": "prototype_theory",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prototype_theory is 'a specific model of category structure \u2014 center-with-gradient' standing against the definitional (necessary-and-sufficient) model; classification is the broad activity of sorting by any rule.",
    "reason": "Prototype_theory is 'a specific model of category structure \u2014 center-with-gradient' standing against the definitional (necessary-and-sufficient) model; classification is the broad activity of sorting by any rule. The two great models of what a category is; prototype_theory is one species of classification. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Prototype Theory preserves that general structure while adding its differentia: Categories are organized around their best examples rather than by necessary-and-sufficient definitions, modeling kinds as centers with gradients rather than boxes with edges. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "reality_monitoring",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Reality monitoring is the use-time CLASSIFICATION of each stored item by source class (internally-generated vs externally-perceived) from source-correlated features \u2014 a specialized classification with its own signal-detection (d'/criterion) structure.",
    "reason": "Reality monitoring is the use-time CLASSIFICATION of each stored item by source class (internally-generated vs externally-perceived) from source-correlated features \u2014 a specialized classification with its own signal-detection (d'/criterion) structure. Classification supplies the genus: Sorting entities into discrete categories by explicit rules, turning unbounded variation into a finite, reusable map for downstream reasoning and action. Reality Monitoring preserves that general structure while adding its differentia: A system holding items from multiple source classes must, at use-time, attribute each item to its source \u2014 most basically internally-generated versus externally-perceived \u2014 with characteristic errors when the cues mislead. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "segmentation_and_boundary_drawing",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Segmentation and boundary drawing presupposes classification because partitioning a continuous domain into discrete categories requires a category structure to draw boundaries within.",
    "reason": "Segmentation and boundary drawing presupposes classification because the work of partitioning a continuous domain \u2014 placing boundaries that decide where one category ends and another begins \u2014 only makes sense relative to a category structure being assigned. Classification supplies the deliberate process of sorting items into discrete categories according to defined rules; segmentation supplies the upstream operation of placing the boundaries themselves within a continuous substrate. Without classification's category-structured target, there would be nothing for the boundary placements to be boundaries between, and small boundary shifts would not propagate into changed classification outcomes."
   },
   {
    "child": "self_engagement_under_misclassification",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The architecture presupposes a self/other classifier as one obligatory role; the prime is the consequence when that classifier gates a harm-producing effector over shared machinery.",
    "reason": "The architecture presupposes a self/other classifier as one obligatory role; the prime is the consequence when that classifier gates a harm-producing effector over shared machinery. Presupposes classification (one role, not the whole)."
   },
   {
    "child": "social_identity_theory",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social identity theory presupposes classification because deriving self-concept from group membership requires categories that sort people into kinds.",
    "reason": "Social identity theory begins with social categorization \u2014 the cognitive operation by which people parse the social world into discrete categories (nation, occupation, religion, team). Without that prior sorting work, there is no category for the self to identify with and no in-group/out-group structure for the rest of the theory to operate on. Classification supplies exactly this deliberate process of assigning entities to discrete categories according to defined criteria. Social identity theory presupposes that classificatory operation as the substrate on which identification, comparison, and intergroup behavior then build."
   },
   {
    "child": "source_sink_role",
    "parent": "classification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A source-sink role is a classification specialized by an explicit signed-net-flux rule.",
    "reason": "It sorts bounded components into discrete source, sink, or balanced roles by applying one reusable decision rule: compute net transfer relative to a reference pool over a stated window and read its sign. It adds the boundary, window, tracked-quantity, and sign-flip commitments to the general classification operation."
   },
   {
    "child": "stakeholder_analysis",
    "parent": "classification",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stakeholder analysis is the specific shape classification takes when applied to parties with a legitimate interest in a decision or project.",
    "reason": "Classification is the deliberate process of assigning entities to discrete categories according to explicit rules. Stakeholder analysis is the particular shape this operation takes when the entities are parties with a stake in a decision and the categories sort them by interest, power, legitimacy, urgency, or relationship to the outcome. It is a structurally-particularized instance of classification whose specific machinery is enumeration of parties, criteria for sorting them into bins (high-power high-interest, low-power high-interest, etc.), and a management plan keyed to the resulting category structure."
   },
   {
    "child": "stereotyping",
    "parent": "classification",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stereotyping presupposes classification because applying generalized category beliefs requires that categories already sort people into kinds.",
    "reason": "Stereotyping is the cognitive process of applying generalized category beliefs to individual members of a category, projecting an associated prototype without detailed assessment. That projection presupposes the prior classificatory work that produces the categories themselves: the agent must already sort the social world into race, gender, age, occupation bins before any stereotype can be activated. Classification supplies the deliberate category-assignment apparatus on which stereotyping then operates by attaching content-rich expectations to category membership and projecting them onto individuals."
   }
  ],
  "similarity_measure": [
   {
    "child": "clustering",
    "parent": "similarity_measure",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Most clustering operationalizes within-group likeness through a similarity, dissimilarity, kernel, or distance-derived measure, while generative mixture methods can group by likelihood or latent fit without an explicit pairwise similarity.",
    "reason": "Centroid, hierarchical, spectral, density, and graph clustering normally require a pairwise or point-to-representative notion of nearness. The relation is only typical because probabilistic mixture and other generative procedures can assign observations by component likelihood or latent-model fit without defining a reusable similarity between pairs of observations."
   },
   {
    "child": "prototype_theory",
    "parent": "similarity_measure",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prototype membership is constituted by measuring a candidate's likeness to a privileged exemplar under weighted relevant features.",
    "reason": "Remove the candidate-to-prototype degree of likeness and the center-with-gradient membership rule becomes unavailable: a privileged exemplar remains, but there is no structure that places members nearer or farther from it. Similarity Measure is therefore an internal constituent, not merely a common implementation."
   }
  ],
  "pattern_recognition": [
   {
    "child": "clustering_illusion",
    "parent": "pattern_recognition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The clustering illusion is the specific FALSE-POSITIVE mode of pattern_recognition against randomness, diagnosable by the missing null model.",
    "reason": "The clustering illusion is the specific FALSE-POSITIVE mode of pattern_recognition against randomness, diagnosable by the missing null model. A specialization of the pattern-detection faculty (its miscalibration, not the faculty)."
   },
   {
    "child": "perceptual_expertise",
    "parent": "pattern_recognition",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Perceptual Expertise contains Pattern Recognition because its learned granularity is expressed through feature extraction, stored category representations, and matching of new instances.",
    "reason": "Expertise is not mere familiarity or accumulated facts. Training changes which features the recognizer extracts and how finely members of a category are represented and matched. Pattern Recognition supplies that operational channel; the child adds the exposure-driven redistribution of resolution."
   },
   {
    "child": "production_signature",
    "parent": "pattern_recognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reading a production signature requires extracting residual features, matching them to stored source profiles, and crossing a source-attribution threshold.",
    "reason": "The artifact does not name its producer. A recognizer must encode it, extract diagnostic features, compare them with candidate templates, and issue a classification. The physical imprint supplies the pattern; Pattern Recognition supplies the procedure by which it becomes source attribution."
   }
  ],
  "neighborhood": [
   {
    "child": "co_location",
    "parent": "neighborhood",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Co-location typically presupposes a neighborhood when shared presence is defined by a focal region and proximity rule, though exact same-container cases need no tunable radius.",
    "reason": "Co-location typically presupposes a neighborhood when shared presence is defined by a focal region and proximity rule, though exact same-container cases need no tunable radius. In proximity-defined cases, erase the local window or host boundary and shared location becomes undefined. Co-location relates multiple occupants of a region; neighborhood defines the local window itself. Exact same-address, same-container, and same-locus identities can establish co-location without a separately modeled focal neighborhood or radius."
   },
   {
    "child": "continuity",
    "parent": "neighborhood",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Continuity is a specialization of Neighborhood, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Neighborhood supplies the genus: The local-context window of elements close to a focal point under a proximity structure. Continuity preserves that general structure while adding its differentia: Smooth change without jumps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "contextual_mode_switching": [
   {
    "child": "code_switching",
    "parent": "contextual_mode_switching",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Code-switching is a specialization of contextual mode switching in which the alternation is between distinct linguistic codes triggered by social and pragmatic cues.",
    "reason": "Code-switching is a specialization of contextual mode switching in which the available modes are distinct linguistic codes (languages, dialects, registers, jargons) and the contextual cues that select among them are social, pragmatic, and expressive. It inherits the general contextual-mode-switching commitment that an agent maintains a repertoire of modes optimized for classes of contexts and switches into the situationally appropriate one as a coherent bundle, and specializes by fixing the modes to linguistic codes and obeying the morpho-syntactic and sociolinguistic constraints that govern where and with whom switches occur."
   },
   {
    "child": "fallback_path",
    "parent": "contextual_mode_switching",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallback is context-triggered switching among maintained operating routes with failure or insufficiency as the cue and priority ordering as its differentia.",
    "reason": "Fallback is context-triggered switching among maintained operating routes with failure or insufficiency as the cue and priority ordering as its differentia. A controller detects a context condition and selects one maintained mode or route from a discrete repertoire rather than constructing a response anew. The modes are asymmetrically primary and secondary, and the trigger is the primary route's inability to meet a minimum functional requirement."
   }
  ],
  "remapping": [
   {
    "child": "code_switching",
    "parent": "remapping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Code-Switching is typically a specialization of Remapping, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Remapping supplies the genus: A single substrate holds multiple disjoint, context-keyed representations and switches discretely between them on a context cue, preserving inactive ones for later re-entry. Code-Switching preserves that general structure while adding its differentia: Alternate languages. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "evaluation": [
   {
    "child": "cognitive_appraisal",
    "parent": "evaluation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive Appraisal is the organism-centered species of Evaluation whose object is a situation and whose criteria are goal significance and coping capacity.",
    "reason": "Cognitive Appraisal preserves Evaluation's bounded target, criterion-bearing frame, interpretation of relevant features, and action-guiding judgment. Its differentia are psychological: the target is a perceived situation, the frame is the organism's goals and coping resources, and the result organizes emotion and behavior. Evaluation need not involve an organism, emotion, threat, or coping, so the relation is strict subsumption rather than identity."
   },
   {
    "child": "joint_vs_separate_evaluation",
    "parent": "evaluation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Joint-vs-Separate Evaluation presupposes Evaluation because it is a mode effect defined over procedures that map criteria and attributes into verdicts.",
    "reason": "The phenomenon cannot occur without an Evaluation: both joint and separate modes evaluate the same bounded options, but each mode changes the criterion frame by making a different subset of attributes evaluable and therefore can change the verdict. Evaluation supplies the common operation on which the mode toggle acts. Comparison remains foundational through Evaluation; the old direct edge was a flattened shortcut and was only typical because comparison is engaged explicitly in joint mode but suppressed in separate mode."
   },
   {
    "child": "verification",
    "parent": "evaluation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Verification is the strict species of Evaluation whose criterion is a stated specification and whose defined checking procedure yields evidence and a conformance verdict.",
    "reason": "Verification preserves Evaluation's bounded object, criterion frame, relevant observations, and evaluative result, then supplies the exact differentia: the criterion is a specification taken as given, the mapping is a defined checking procedure, and the result is a conformance verdict supported by evidence. Evaluations may instead use open, plural, purposive, comparative, or aesthetic criteria and need not test specification conformance."
   }
  ],
  "sensemaking": [
   {
    "child": "cognitive_appraisal",
    "parent": "sensemaking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive appraisal is the specific shape sensemaking takes when the system constructing the working account is an individual organism under threat or opportunity.",
    "reason": "Cognitive appraisal is the specific shape sensemaking takes when the agent is an individual organism evaluating a situation's significance for its own well-being. Sensemaking's general anatomy \u2014 extracting cues, bracketing them, constructing a plausible identity-grounded account, committing to a frame for action \u2014 is structurally particularized into primary appraisal of threat-or-benefit relevance, secondary appraisal of coping resources, and reappraisal as new information arrives. The general operation of producing a working account under ambiguity is preserved; the specific shape is its embodied, emotion-organizing form in an individual facing a goal-relevant event."
   },
   {
    "child": "hermeneutic_circle",
    "parent": "sensemaking",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The hermeneutic circle presupposes sensemaking because its part-whole revising operation supplies the iterative refinement that working accounts under ambiguity require.",
    "reason": "The hermeneutic circle presupposes sensemaking when deployed as an organizational interpretive practice because constructing a plausible working account of ambiguous events relies on iteratively revising part-understandings against whole-understandings as new cues arrive. Sensemaking supplies the broader cognitive-social process of cue-extraction, bracketing, and commitment to a working frame; the hermeneutic circle supplies the specific part-whole iteration mechanism that makes the working frame refinable rather than fixed at the first pass. The two operate together: sensemaking under ambiguity needs the circle's iterative coherence-tightening to converge on usable interpretation."
   }
  ],
  "mental_model": [
   {
    "child": "cognitive_appraisal",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive appraisal presupposes a mental model because evaluating a situation's significance for one's goals requires an internal representation of the domain to read it against.",
    "reason": "Cognitive appraisal presupposes a mental model because evaluating a situation's threat-or-benefit relevance and one's coping resources requires an internal representation of the domain \u2014 its components, relationships, causal rules, and the agent's place in it \u2014 against which the situation is read. Without a mental model's simplified, runnable representation of how the relevant world works, there would be no internal structure for primary and secondary appraisal to consult. Mental models supply the representational substrate; cognitive appraisal supplies the goal-relevant evaluative reading that the model makes possible."
   },
   {
    "child": "cognitive_entrenchment",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cognitive Entrenchment presupposes Mental Model: the entrenched structure is precisely a deeply internalized mental model of the domain.",
    "reason": "Cognitive entrenchment is the condition in which long expertise produces deeply internalized mental models, procedures, and category structures that resist revision when the domain shifts. The thing that becomes entrenched is the agent's representation of how the domain works \u2014 its components, relationships, and inferential rules \u2014 which is exactly a Mental Model. Cognitive entrenchment presupposes mental model as the object whose stabilization over time is the very phenomenon being named."
   },
   {
    "child": "constructivist_learning",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Constructivist learning presupposes mental model because active knowledge-construction by the learner produces and revises internal representations of the domain.",
    "reason": "Constructivist learning posits that learners actively construct knowledge through experience, reflection, and social interaction, building internal cognitive structures rather than receiving pre-formed information passively. The construction-and-revision activity requires that there be internal representations to construct: simplified, manipulable stand-ins for domain workings that support simulation and prediction. Mental model supplies that structural object. Without mental models as the target of construction, the assimilation-and-accommodation dynamic would have nothing to operate on and the bidirectional engagement between learner and world would have no internal substrate to revise."
   },
   {
    "child": "exposure_distribution_learning",
    "parent": "mental_model",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A retained internal representation of the exposure distribution is a strict constituent of Exposure-Distribution Learning.",
    "reason": "The mechanism is identified by comparing an agent's post-exposure expectations with the statistics it repeatedly encountered. Without an internal representation that can encode those regularities, there is no model whose calibration can drift toward the exposure distribution."
   },
   {
    "child": "shared_mental_model",
    "parent": "mental_model",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The EXTERNALISED sibling of a private mental_model \u2014 externalisation relocates the model's locus into a jointly-maintained artefact, buying durability/queryability/versioning a private model lacks.",
    "reason": "The EXTERNALISED sibling of a private mental_model \u2014 externalisation relocates the model's locus into a jointly-maintained artefact, buying durability/queryability/versioning a private model lacks. mental_model is the genus; shared_mental_model is the more-specific child. Mental Model supplies the genus: Internal system representation. Shared Mental Model preserves that general structure while adding its differentia: A jointly maintained external artefact anchoring distributed reasoning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "theory_of_mind",
    "parent": "mental_model",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Theory of mind is the specific case of mental_model where the modelled thing is another agent's hidden mental states, kept SEPARATELY INDEXED from one's own world-model (false-belief capacity).",
    "reason": "Theory of mind is the specific case of mental_model where the modelled thing is another agent's hidden mental states, kept SEPARATELY INDEXED from one's own world-model (false-belief capacity). mental_model is 'any internal representation', ToM is the agent-target, dual-indexed specialization. Mental Model supplies the genus: Internal system representation. Theory Of Mind preserves that general structure while adding its differentia: An agent maintains a separate, updateable model of another agent's hidden states and routes behaviour through that model rather than through ground truth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "pedagogy": [
   {
    "child": "cognitive_apprenticeship",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive apprenticeship is a specific pedagogy that makes expert tacit cognitive processes observable so novices can practice and internalize them.",
    "reason": "Cognitive apprenticeship is a specialization of pedagogy whose distinctive move is externalizing the normally-hidden cognitive processes of experts \u2014 through modeling, coaching, scaffolding, articulation, reflection, and exploration in authentic contexts \u2014 so that learners can observe and progressively internalize tacit expertise. It inherits pedagogy's general commitment that an instructional agent deliberately structures the learner's encounter with content to cause durable capability change, and adds the specific commitment that the content being structured is precisely the unspoken procedural knowledge that traditional instruction leaves invisible."
   },
   {
    "child": "constructivist_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Constructivism is the learner-centered pedagogical paradigm \u2014 a kind of deliberate structuring of the learner's encounter with content.",
    "reason": "Constructivism is the learner-centered pedagogical paradigm \u2014 a kind of deliberate structuring of the learner's encounter with content. Pedagogy supplies the genus: Deliberate other-directed structuring of a learner's encounter with content to cause durable change in their capability. Constructivist Learning preserves that general structure while adding its differentia: Build knowledge from experience. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "differentiated_instruction",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differentiated instruction is a specific pedagogy that tailors content, process, product, and environment to individual learner profiles within one classroom.",
    "reason": "Differentiated instruction is a specialization of pedagogy whose distinctive move is calibrating the instructional encounter to the readiness, interests, and learning profiles of individual learners rather than delivering a uniform program. It inherits pedagogy's general commitment that an instructional agent deliberately structures another agent's engagement with content to cause durable capability change, and adds the operating principle that the structuring must vary across learners within a shared class because uniform delivery predictably underserves both ends of the readiness distribution and fails to leverage classroom diversity."
   },
   {
    "child": "formative_assessment",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment is a specific pedagogy that gathers in-process evidence of learning to inform ongoing instructional and learning decisions.",
    "reason": "Formative assessment is a specialization of pedagogy whose distinctive move is continuous, in-process evidence-gathering whose purpose is to inform teaching and learning decisions during the instructional cycle rather than render a final verdict. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific machinery of assessment-for-learning: quick checks, exit tickets, draft reviews, and feedback loops that let the instructional agent adjust sequencing and support based on evidence of where each learner currently stands."
   },
   {
    "child": "inquiry_based_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inquiry-based learning is a specific pedagogy in which the structured encounter takes the form of investigating questions like disciplinary practitioners.",
    "reason": "Inquiry-based learning is a specialization of pedagogy in which the instructional agent arranges the learner's encounter so that the learner formulates questions, plans investigations, gathers evidence, constructs explanations, and revises understanding \u2014 approximating disciplinary practice. It inherits pedagogy's commitment to deliberate, calibrated structuring of content engagement aimed at durable capability change, and adds the specific commitment that the structure mimics authentic inquiry rather than transmission, treating the learner's own investigative activity as the load-bearing mechanism through which the targeted capability is acquired."
   },
   {
    "child": "mastery_learning",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mastery learning is a specific pedagogy that fixes the achievement threshold and varies time and support until every learner meets it.",
    "reason": "Mastery learning is a specialization of pedagogy whose distinctive move is inverting the conventional time-fixed model: it holds the achievement standard constant at a high threshold and lets time, feedback, and instructional support vary so that no learner advances with persistent deficits. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific architecture of diagnostic formative assessment, immediate remediation, and alternative paths organized around an unconditional unit-by-unit mastery requirement."
   },
   {
    "child": "scaffolding",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scaffolding is a specific pedagogy that supplies temporary, calibrated supports for tasks beyond independent capability, then withdraws them as competence grows.",
    "reason": "Scaffolding is a specialization of pedagogy whose distinctive move is providing temporary, calibrated supports that enable a learner to accomplish tasks just beyond independent capability, then progressively withdrawing those supports as the skill is internalized. It inherits pedagogy's commitment to deliberate, calibrated structuring of the learner's encounter with content to cause durable capability change, and adds the specific architecture of an installed-then-removed support \u2014 modeling, prompts, partial solutions \u2014 engineered for its own obsolescence as the learner takes over the work."
   },
   {
    "child": "spaced_repetition",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Spaced repetition is an interval-scheduling pedagogical technique; typical because it is often self-directed rather than other-directed.",
    "reason": "Spaced repetition is an interval-scheduling pedagogical technique; typical because it is often self-directed rather than other-directed. Pedagogy supplies the genus: Deliberate other-directed structuring of a learner's encounter with content to cause durable change in their capability. Spaced Repetition preserves that general structure while adding its differentia: Reinforce over intervals. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "summative_assessment",
    "parent": "pedagogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Summative assessment is a specific pedagogical practice that evaluates learning at the conclusion of an instructional period to certify achievement.",
    "reason": "Summative assessment is a specialization of pedagogy whose distinctive move is closing the instructional cycle with an evaluation of learning at a defined endpoint \u2014 unit, course, program \u2014 for purposes of certification, grading, accountability, or selection. It inherits pedagogy's commitment to deliberately structuring the learner's encounter with content for durable capability change, and adds the specific function of producing an external-audience verdict on what was achieved, making the assessment a terminal snapshot rather than a mid-course correction within the instructional process."
   }
  ],
  "dissonance": [
   {
    "child": "cognitive_dissonance",
    "parent": "dissonance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cognitive_dissonance is the SPECIALISATION of the general dissonance prime to the cognitive substrate \u2014 fixing the elements (beliefs/behaviour), the rule of fit (cognitive consistency), and the resolution mechanism (revise belief/behaviour/self-image, all flavours of RESOLVE).",
    "reason": "cognitive_dissonance is the SPECIALISATION of the general dissonance prime to the cognitive substrate \u2014 fixing the elements (beliefs/behaviour), the rule of fit (cognitive consistency), and the resolution mechanism (revise belief/behaviour/self-image, all flavours of RESOLVE). The general prime adds the sustain/reframe/distance options the cognitive child lacks and covers acoustic/colour/software cases with no self or arousal. Add dissonance as parent of cognitive_dissonance."
   }
  ],
  "dissipation": [
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "dissipation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes dissipation because uncontrolled environmental coupling is the channel through which order leaks away.",
    "reason": "Coherence breakdown is the loss of phase alignment or internal coordination when a system couples to an uncontrolled environment, with quantum decoherence as the canonical mechanism. This presupposes dissipation: the systematic, irreversible transformation of organized energy or order into thermalized, un-recoverable form through interaction with many degrees of freedom. The environment's many degrees of freedom are precisely the dissipative sink into which off-diagonal coherence terms flow. Without dissipation's one-way leakage channel, environmental coupling would be reversible and coherence would not break down."
   },
   {
    "child": "damping",
    "parent": "dissipation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Damping is Dissipation specialized to removing energy from an excited dynamical degree of freedom and reducing its response.",
    "reason": "Every Damping process irreversibly transfers organized energy out of the tracked dynamical variables into heat, radiation, frictional modes, or another sink. That is Dissipation. Damping adds a moving, displaced, or fluctuating degree of freedom, a damping coefficient, and underdamped, critical, or overdamped response regimes that describe how the excitation decays."
   },
   {
    "child": "signal_decay_and_fadeout",
    "parent": "dissipation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signal decay and fadeout presupposes dissipation because the systematic weakening of signals is the local manifestation of irreversible energy degradation.",
    "reason": "Signal decay and fadeout presupposes dissipation because the systematic weakening of a signal or influence over time and distance is the surface manifestation of underlying dissipative processes: friction, viscosity, resistance, absorption, scattering, radiative loss. Without dissipation's prior structure of irreversible transformation of organized energy into thermalized form through interactions with many degrees of freedom, there would be no mechanism for signal attenuation. Signal decay inherits the dissipation framework and specializes it to the case where the degraded quantity is a propagating signal, producing the characteristic exponential, power-law, or geometric attenuation laws across domains."
   }
  ],
  "environmental_coupling_strength": [
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "environmental_coupling_strength",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes environmental coupling strength because its rate is fixed by how strongly the system couples to its environment.",
    "reason": "Coherence breakdown under external interaction presupposes environmental coupling strength because the rate at which off-diagonal coherence is suppressed and internal coordination lost is set precisely by how strongly the system is coupled to its environment. Strong coupling means rapid decoherence; weak coupling means the coherent state can be sustained. Without the prior notion of a graded boundary-permeability quantifying how much information or energy crosses the system-environment interface, there is no parameter to govern the breakdown's onset, timescale, or severity."
   }
  ],
  "coupling": [
   {
    "child": "coherence_breakdown_under_external_interaction",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coherence breakdown under external interaction presupposes coupling because it occurs precisely when the system becomes dynamically linked to its environment.",
    "reason": "Coherence breakdown under external interaction presupposes coupling because the mechanism it names is the dynamic linkage between the coherent system and uncontrolled environmental degrees of freedom: that linkage is what entangles internal phase information with external noise and suppresses off-diagonal coherence. Without the prior availability of coupling as a channel through which state in one subsystem becomes input to another, the system could not be reached by the environment at all, and there would be no pathway by which its coordinated state could be degraded."
   },
   {
    "child": "counterresponse_offset",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A counterresponse offset requires the intervention's target variable to be coupled to a response channel that feeds back into the realized outcome.",
    "reason": "If the improvement cannot change incentives, exposure, activity, or some other response-bearing variable, no counterresponse can be induced and the fixed-volume gain survives intact. Coupling supplies the dependency; the prime adds intervention, induced adjustment, and offset accounting."
   },
   {
    "child": "entanglement",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Entanglement is a specialization of coupling in which the linkage is a non-factorable joint quantum state producing irreducibly joint correlations.",
    "reason": "Entanglement is a specialization of coupling in which the dynamic linkage is implemented through a single joint quantum state that cannot be factored into independent subsystem states. It inherits the general coupling commitment that interaction structure makes one subsystem's state input to another's, and specializes by making that linkage non-classical: the resulting correlations violate Bell-type inequalities and cannot be explained by any local hidden-variable account. The whole carries irreducibly joint information about correlations that no decomposition into part-properties can recover."
   },
   {
    "child": "environmental_coupling_strength",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Environmental coupling strength presupposes coupling because it is the quantified intensity of one specific coupling relationship between a system and its environment.",
    "reason": "Environmental coupling strength presupposes coupling because it quantifies the intensity of one designated coupling relationship: the rate at which energy, information, or material crosses the boundary between a system and its environment. Without the prior availability of coupling as a dynamic link by which state in one subsystem becomes input to another, there is nothing for a strength parameter to grade. Coupling supplies the general interaction structure; environmental coupling strength fixes one specific instance of it and reads its magnitude."
   },
   {
    "child": "intervention_coupled_harm",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'this prime is the specific coupling of a beneficial mechanism's output to a harmful output through one inseparable step' \u2014 a specialization of coupling.",
    "reason": "'this prime is the specific coupling of a beneficial mechanism's output to a harmful output through one inseparable step' \u2014 a specialization of coupling. The 0.858 nearest neighbour is coupling, the genuine genus (here child-not-parent). Coupling supplies the genus: Interdependence among subsystems. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "maturity_mismatch",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Maturity mismatch is the TEMPORAL dimension of coupling between two sides of a system \u2014 how fast each can respond \u2014 a specialized two-clock duration-ratio coupling.",
    "reason": "Maturity mismatch is the TEMPORAL dimension of coupling between two sides of a system \u2014 how fast each can respond \u2014 a specialized two-clock duration-ratio coupling. itself contrasts it with bare coupling (strength) as the temporal specialization. Coupling supplies the genus: Interdependence among subsystems. Maturity Mismatch preserves that general structure while adding its differentia: A system holds two-sided commitments whose durations differ \u2014 a short side that must be repeatedly refreshed against a long side that cannot accelerate \u2014 so it fails when refreshing stops, not because it lacks resources but because they are locked in durations longer than the moment requires. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "sociotechnical_systems",
    "parent": "coupling",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems presupposes coupling because the framework's central claim is that social and technical subsystems are dynamically linked and inseparable.",
    "reason": "Sociotechnical systems analysis rests on the claim that outcomes arise from the interdependent interaction of social and technical components \u2014 change in one produces change in the other through specifiable mechanisms of mutual influence. Without coupling's machinery of dynamic linkage between subsystems with specifiable interaction strength, there would be no structural basis for treating social and technical components as a single integrated system rather than as separable layers. Coupling supplies the interaction-channel structure that makes sociotechnical analysis a non-decomposable enterprise."
   },
   {
    "child": "teleconnection",
    "parent": "coupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleconnection is a specialization of coupling in which the linkage holds between spatially separated regions through a shared global mechanism.",
    "reason": "Teleconnection is a specialization of coupling in which the dynamic link is non-local: distant regions or systems co-vary not through direct adjacency but because both participate in a shared large-scale process or network. It inherits the general coupling commitment that a change in one part produces a change in another through a specifiable interaction mechanism, and specializes by fixing the spatial geometry to non-contiguous separation and the mechanism to a shared global mediator that couples regions that have no local pathway between them."
   }
  ],
  "ritual": [
   {
    "child": "collective_effervescence",
    "parent": "ritual",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Collective effervescence presupposes ritual because the heightened shared emotional state emerges specifically from the synchronized symbolic performance of ritual assembly.",
    "reason": "Collective effervescence is the heightened emotional and energetic state arising when individuals gather, synchronize attention and movement, and orient to a sacred symbol \u2014 the structural conditions ritual supplies. Without ritual's machinery \u2014 rule-governed, repetitive, symbolically charged performance that aligns participants' attention and bodies \u2014 the conditions for effervescent intensification would not obtain. The ritual prime provides the synchronized symbolic substrate on which the effervescent state emerges as a recurring sociological mechanism rather than a chance crowd phenomenon."
   }
  ],
  "self_efficacy": [
   {
    "child": "collective_efficacy",
    "parent": "self_efficacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Collective efficacy is self-efficacy at the level of a collective agent, adding shared belief and conjoint capability for coordinated group action.",
    "reason": "Both are task-specific beliefs by an agent about its own capacity to organize and execute action, affecting effort, persistence, and target selection. The child requires the agent to be plural, the capability to be conjoint rather than additive, and the belief to be sufficiently shared to regulate coordinated group effort."
   },
   {
    "child": "self_handicapping",
    "parent": "self_efficacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-handicapping presupposes self-efficacy because the strategy only triggers in agents with fragile task-specific ability beliefs to protect.",
    "reason": "Self-handicapping is a pre-emptive self-protective behavior aimed at shielding self-assessed ability from disconfirmation by creating an external explanation for possible failure. The strategy presupposes a self-efficacy belief in place \u2014 specifically a fragile one \u2014 because there must be a task-specific capability estimate at stake for the handicap to defend. Without an antecedent agency expectation that could be downgraded by poor performance, there is nothing for the attribution shield to protect; self-efficacy supplies the belief variable that self-handicapping mobilizes against evaluative threat."
   }
  ],
  "unity_variety": [
   {
    "child": "color_harmony",
    "parent": "unity_variety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Color harmony presupposes unity and variety because harmonious palettes balance shared color relationships against the differentiation needed for visual interest.",
    "reason": "Color harmony presupposes unity and variety because its central achievement \u2014 a palette that reads as coordinated rather than discordant \u2014 operates by balancing unifying color relationships (analogous hues, shared saturation, consistent value range) against the variety needed to avoid monotony (complementary contrast, triadic span, accent introduction). Without unity-and-variety's prior structure of relational balance between coherence and differentiation, there is no evaluative dimension along which a palette can be judged harmonious. Color harmony inherits this balancing structure and specializes it to the hue, saturation, and value relations of a color set."
   },
   {
    "child": "theme_and_variation",
    "parent": "unity_variety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Unity_variety is the OUTCOME (the felt balance of sameness and difference); theme_and_variation is 'one specific generative structure FOR producing that balance' (held kernel and transformation grammar and retention condition).",
    "reason": "Unity_variety is the OUTCOME (the felt balance of sameness and difference); theme_and_variation is 'one specific generative structure FOR producing that balance' (held kernel and transformation grammar and retention condition). Unity & Variety supplies the prerequisite condition: Balance between consistency and diversity. Theme And Variation operates against that background: A recognizable invariant is repeatedly re-instantiated under systematic transformation along named dimensions, with a retention condition that keeps each result referable back to the original\u2014diversity generated from a held kernel rather than sampled independently. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "temporal_inconsistency_and_preference_reversals": [
   {
    "child": "commitment_device",
    "parent": "temporal_inconsistency_and_preference_reversals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Commitment devices presuppose temporal inconsistency because the strategic self-limitation only makes sense when a later self will be tempted to deviate.",
    "reason": "A commitment device is a deliberate restriction of one's future choice set imposed by the present self to bind a later self against tempting deviation. The strategy is only intelligible when later preferences are expected to differ from current ones in a predictable way \u2014 when the agent anticipates preference reversal as the future becomes present. Temporal inconsistency names exactly this pattern: the same information and goals produce reversed preferences as horizon shortens. Commitment devices presuppose this dynamic as the threat they are designed to neutralize through preemptive self-binding."
   },
   {
    "child": "self_control",
    "parent": "temporal_inconsistency_and_preference_reversals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-control presupposes temporal inconsistency because the override capacity self-control names exists to resolve conflicts between near and far valuations.",
    "reason": "Self-control presupposes temporal inconsistency because the conflict it resolves \u2014 between a salient present-oriented impulse and a slower future-oriented evaluation \u2014 is constituted by the prior structural pattern in which an agent's preference ordering reverses as the decision horizon approaches. Without that gap between distant-self and near-self valuations of the same action, there would be no impulse to override and no higher-order standard to enforce. Self-control inherits the temporal-inconsistency structure and supplies the intra-agent machinery \u2014 attention, commitment devices, depletable override capacity \u2014 that lets the represented goal win over the felt impulse."
   }
  ],
  "commitment": [
   {
    "child": "commitment_device",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commitment_device is the INTRAPERSONAL-TEMPTATION subcase: a present self foreclosing a tempted future self's options under time-inconsistent preferences.",
    "reason": "commitment_device is the INTRAPERSONAL-TEMPTATION subcase: a present self foreclosing a tempted future self's options under time-inconsistent preferences. commitment is the general state, also covering binding to ANOTHER party and to a proposition's truth (a vow, a contract, a database COMMIT) with no present/future-self conflict. Re-parent commitment_device under commitment; it keeps its temporal_inconsistency;constraint parents as composition edges."
   },
   {
    "child": "credible_commitment",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Credible commitment is commitment made believable enough for another actor to rely on through observability and breach cost.",
    "reason": "Credible commitment retains the general commitment structure and adds public observability, believable breach cost, and sufficient strength to make compliance execution-time incentive-compatible for a relying actor."
   },
   {
    "child": "information_use_license",
    "parent": "commitment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An Information Use License is the already-transmitted-information species of a present act binding future conduct to another party under release and breach terms.",
    "reason": "An Information Use License is the already-transmitted-information species of a present act binding future conduct to another party under release and breach terms. A recipient presently self-binds a future course on which a relying party may depend, with a before/after boundary, release conditions, and breach consequence. The bound future conduct is specifically the use, attribution, or disclosure of information the recipient has already received and cannot unlearn."
   }
  ],
  "common_knowledge": [
   {
    "child": "common_ground",
    "parent": "common_knowledge",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common ground contains common knowledge as its core infinite mutual-recognition invariant, then adds grounding, maintenance, abbreviation, and silent-drift machinery.",
    "reason": "Every proposition admitted to the live common-ground substrate satisfies the technical common-knowledge recursion. Common ground is nevertheless a broader maintained interaction structure: grounding moves build and repair that epistemic invariant, its accumulated body licenses abbreviation, and silent drift creates a distinct failure mode. The invariant is therefore a constituent rather than the whole child or merely external context."
   }
  ],
  "hierarchy": [
   {
    "child": "common_knowledge",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common knowledge contains a hierarchy as its infinite tower of asymmetrically nested belief levels, with each higher rung depending on all lower rungs.",
    "reason": "The live epistemic condition is organized as K(p), K(K(p)), and arbitrary higher meta-levels. Each rung has a definite asymmetric position and nests the prior statement; the public event lifts a fact through that level structure to its limit. Hierarchy is therefore the tower's internal organization, while common knowledge adds agents, fact semantics, the lifting threshold, and channel fragility."
   },
   {
    "child": "cross_level_inference",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cross-Level Inference presupposes Hierarchy because a claim can change levels only where distinguishable source and target levels are organized in relation to one another.",
    "reason": "The operation requires at least two distinguishable levels, a source-level claim, and a target-level claim. Hierarchy supplies that ordered level structure without itself licensing any inference between the levels."
   },
   {
    "child": "hierarchical_address",
    "parent": "hierarchy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A string that ENCODES A PATH THROUGH a hierarchy, fusing identity and tree-position into one self-locating token; presupposes the containment hierarchy and adds the string-encoding (and its restructuring fragility) the bare relation lacks.",
    "reason": "A string that ENCODES A PATH THROUGH a hierarchy, fusing identity and tree-position into one self-locating token; presupposes the containment hierarchy and adds the string-encoding (and its restructuring fragility) the bare relation lacks. Hierarchy supplies the prerequisite condition: Organizes elements into levels or ranks. Hierarchical Address operates against that background: A single string whose substring structure encodes a path through a tree, so the identifier simultaneously names an entity and locates it within a containment hierarchy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "hierarchical_decomposability",
    "parent": "hierarchy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Hierarchical decomposability presupposes hierarchy's ranked-levels structure and adds within-level-dominates-cross-level coupling as a refinement.",
    "reason": "Hierarchical decomposability presupposes hierarchy's ranked-levels structure and adds within-level-dominates-cross-level coupling as a refinement. Hierarchy supplies the genus: Organizes elements into levels or ranks. Hierarchical Decomposability preserves that general structure while adding its differentia: Nested decomposition where within-level coupling dominates over cross-level coupling, making complex systems tractably analyzable one scope at a time. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "network_effect": [
   {
    "child": "common_medium_intermediation",
    "parent": "network_effect",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Common-Medium Intermediation contains a Network Effect because the shared medium becomes more valuable to every participant as more participants adopt it, producing the threshold and lock-in in its signature.",
    "reason": "The N-by-N to N-by-1 collapse explains the medium's combinatorial value, while Network Effect explains adoption and persistence: every new adopter enlarges the set reachable through the medium and therefore raises its value to existing adopters. The live entry treats that self-reinforcement, adoption threshold, and lock-in as constitutive parts of the pattern."
   },
   {
    "child": "two_sided_market",
    "parent": "network_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A two-sided market is the cross-side (asymmetric, two-coupled-schedule) specialization distinguished from one-sided network_effect; it is the multi-sided strengthening.",
    "reason": "A two-sided market is the cross-side (asymmetric, two-coupled-schedule) specialization distinguished from one-sided network_effect; it is the multi-sided strengthening. Network effect is the broader genus. Network Effect supplies the genus: Value increases with users. Two Sided Market preserves that general structure while adding its differentia: A platform mediates two distinct user groups whose participation creates value for each other, so each side's marginal value rises with the other side's size and the two demand schedules must be balanced together. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "governance": [
   {
    "child": "commons_governance",
    "parent": "governance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Commons governance is governance specialized to durable community stewardship of a shared resource.",
    "reason": "Governance is the general architecture of authority, accountability, decision rights, and dispute resolution. Commons Governance inherits that architecture and adds a shared resource, a community of co-users or contributors, monitoring, congruent rules, graduated sanctions, and nested authority designed to sustain distributed stewardship."
   }
  ],
  "coordination": [
   {
    "child": "communication_repair",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Communication repair is coordination specialized to detecting and restoring divergence in shared understanding over an unreliable channel.",
    "reason": "Coordination aligns independently controlled agents or processes so their actions produce a coherent result. Communication repair instantiates that pattern after shared understanding diverges: participants detect the mismatch, pause the primary exchange, use a meta-channel act to restore alignment, and resume. It adds the differentia of an unreliable channel, detected divergence, a repair protocol, and a resumption gate. Every defined communication repair is restorative coordination, although most coordination is not repair."
   },
   {
    "child": "concurrent_cross_functional_collaboration",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concurrent cross-functional collaboration is a specialization of coordination \u2014 specifically, coordination among diverse-discipline specialists working simultaneously on a shared design problem.",
    "reason": "Concurrent cross-functional collaboration is a specialization of coordination in which the actors being aligned are specialists from different functional disciplines and the alignment occurs simultaneously rather than through sequential handoff. Where coordination names the active alignment of independently controlled actors toward a coherent collective outcome generally, this specialization fixes the actor composition (cross-functional), the temporal structure (concurrent), and the medium of alignment (tight communication loops with shared decision authority around design integration)."
   },
   {
    "child": "consensus",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Consensus is Coordination specialized to producing one shared decided value under an explicit fault model while satisfying agreement, validity, and termination.",
    "reason": "Coordination is the general alignment of independently controlled actors. Consensus is its strict agreement-forming species: participants begin with divergent proposals, a fault model bounds crash, omission, or Byzantine behavior, and a protocol must jointly satisfy agreement, validity, and termination. Ordinary coordination need not decide one value or confront FLP and quorum thresholds, so the additional commitments are genuine differentia."
   },
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The coordination problem presupposes coordination because the selection-among-equilibria difficulty arises only within the active-alignment infrastructure of coordination.",
    "reason": "The coordination problem names the specific failure mode in which agents who wish to align on a joint outcome must choose among multiple equally-rational equilibria, which is intelligible only against the background of coordination's active-alignment infrastructure. Without coordination's machinery of shared protocols, synchronization, and joint action toward a goal none can achieve alone, there would be no joint outcome to align on and no selection problem to solve. Coordination supplies the goal-structure that makes equilibrium selection a problem at all."
   },
   {
    "child": "goal_congruence_alignment",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goal congruence is a specialization of coordination in which the aligned elements are the objectives, incentives, and metrics of separate units.",
    "reason": "Goal congruence is a specialization of coordination in which the elements being aligned are not actions in real time but the underlying objectives, incentives, metrics, and decision criteria of individuals, teams, and departments. It inherits coordination's general structure of independently controlled actors combining into a coherent collective outcome, and specializes by fixing the alignment target to the objective functions agents pursue. When goals point in mutually reinforcing directions, local optimization contributes to global success; when they diverge, agents coordinate locally but produce collective failure \u2014 so goal alignment is the upstream condition that makes downstream coordination productive."
   },
   {
    "child": "layered_coordination_oversight",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Layered coordination and oversight is a specialization of coordination in which alignment is achieved through tiers of authority with bounded scope.",
    "reason": "Layered coordination and oversight is a specialization of coordination in which the alignment of independently controlled actors is achieved through multiple tiers of authority, each responsible for tasks at its own scope, with higher tiers providing strategy, resources, and conflict resolution and lower tiers retaining routine decision rights. It inherits coordination's general apparatus of aligning distributed actors into coherent collective outcomes and specializes by fixing the mechanism to tier differentiation with downward flows of strategy and resources, upward flows of reporting and escalation, and within-tier peer coordination."
   },
   {
    "child": "license_as_coordination",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "License as coordination is coordination specialized to aligning independent actors through standing published permissions.",
    "reason": "Coordination aligns independently controlled actors so their actions can combine coherently. License as Coordination does so by publishing reusable permission terms in advance, allowing actors to plan and transact against the same rule without negotiating separately with the rights holder."
   },
   {
    "child": "mission_command",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Mission command is one specific coordination architecture: actors cohere through shared intent rather than a stream of orders.",
    "reason": "Mission command specializes coordination by centralizing a transmissible purpose while decentralizing the locally informed execution choices that serve it. Coordination supplies the genus: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. Mission Command preserves that general structure while adding its differentia: Centralize intent and decentralize execution, holding the slowly-evolving why at the top while delegating the rapidly-evolving how to the edge where information is freshest. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "mutual_exclusion",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Mutual Exclusion is typically a specialization of Coordination, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Coordination supplies the genus: Aligning independently controlled actors so their separate actions combine into a coherent collective outcome despite distributed decision-making and incomplete shared information. Mutual Exclusion preserves that general structure while adding its differentia: Guarantee that at most one party occupies a designated state or resource at a time. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "synchronization",
    "parent": "coordination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synchronization is a specialization of coordination in which alignment is achieved through timing \u2014 phase or frequency matching across processes.",
    "reason": "Synchronization is a specialization of coordination. The general coordination pattern aligns independently controlled actors so their actions combine coherently. Synchronization specializes by making the alignment variable specifically temporal: phase or frequency of oscillating or repeating processes, achieved through coupling or external forcing such that events co-occur or maintain stable phase relationships. The same align-independent-processes logic of coordination applies, with time as the specific dimension of alignment and entrainment as the specific mechanism distinguishing synchronization from other coordination forms."
   },
   {
    "child": "systemic_fragmentation",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Systemic fragmentation presupposes coordination because fragmentation names the structural failure of the coordination infrastructure that aligns distributed units.",
    "reason": "Systemic fragmentation is the failure mode of coordination: it diagnoses what happens when subsystems lack the shared protocols, synchronization mechanisms, and aligned incentives that coordination supplies. Without the prior commitment that distributed actors require active alignment to combine into a coherent collective outcome, there would be no notion of fragmentation as pathology \u2014 only independent units doing independent work. Fragmentation is intelligible only against the background expectation that coordination should be achieved and as a structural diagnosis of why it is not."
   },
   {
    "child": "temporal_synchronization_and_phase_alignment",
    "parent": "coordination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal synchronization and phase alignment presupposes coordination because aligning independent oscillator phases is a specific form of aligning independent processes.",
    "reason": "Temporal synchronization and phase alignment describes how independent oscillating processes interact through their relative phases to produce coherence or interference. This is a particular case of coordinating independently controlled processes into coherent collective behavior \u2014 exactly the coordination pattern. Coordination supplies the structural commitment: aligning independent actors so their actions combine without centralized control. Phase alignment specializes coordination to oscillatory systems where the alignment variable is phase, with constructive and destructive interference as the outcome regimes. Without coordination's underlying alignment problem, phase relationships would carry no functional significance."
   }
  ],
  "channel": [
   {
    "child": "communication_repair",
    "parent": "channel",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Communication repair presupposes a channel carrying both the primary exchange and the meta-channel traffic used to detect, repair, and resume after divergence.",
    "reason": "Every repair instance exchanges shared state over an unreliable channel, detects divergence in that stream, sends a meta-channel act through the same medium or a back-channel, and reinserts the repaired state. The conduit is external transmission infrastructure, not a repair protocol subtype or an object that depends on repair."
   }
  ],
  "adversarial_boundary_navigation": [
   {
    "child": "community_distributed_adversarial_learning",
    "parent": "adversarial_boundary_navigation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Community-distributed adversarial learning is adversarial boundary navigation performed by a sharing population whose pooled discoveries outpace the principal's rule-update cycle.",
    "reason": "Every instance adaptively probes a deployed rule's discoverable boundary for low-cost configurations that preserve the forbidden payload. It adds a distributed adversary population, low-cost sharing, a public-good technique corpus, amortized discovery cost, and a collective learning rate that exceeds the principal's retraining or rule-revision cycle."
   }
  ],
  "exchange": [
   {
    "child": "comparative_advantage",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Comparative advantage presupposes exchange because the welfare-improving specialization it recommends only materializes when surpluses are actually traded.",
    "reason": "Comparative advantage presupposes exchange because the principle recommends specialization based on relative opportunity costs precisely so that the specialized output can be exchanged for surplus from other specialists. Without exchange's bilateral conditional-transfer structure, specialization just produces lopsided autarkic outputs and no mutual gain. Exchange supplies the substrate on which the positive-sum claim is cashed out: the agents involved must trade for the comparative-advantage allocation to be welfare-improving rather than welfare-destroying, so the principle is parasitic on the availability of exchange."
   },
   {
    "child": "gains_from_trade",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presuppose exchange because the positive-sum surplus only realizes when specialized parties actually transfer outputs to each other.",
    "reason": "Gains from trade presuppose exchange because the surplus produced by specialization is only realized when the specialized parties transfer their output to each other on mutually agreeable terms. Without exchange's bilateral conditional-transfer structure, specialization yields autarkic stockpiles, not mutual gain. Exchange supplies the substrate on which comparative advantage can be cashed out: parties produce where opportunity cost is lowest precisely because they expect to swap surpluses, and the swap is what converts production differences into the strictly-better consumption possibilities the gains-from-trade claim asserts."
   },
   {
    "child": "liquidity",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liquidity presupposes exchange because the speed of converting an asset to usable form is a property of the exchange channels available for it.",
    "reason": "Liquidity presupposes exchange because the ease and speed with which an asset converts to immediately usable form is a measurement of the exchange channels available \u2014 how readily counterparties can be found and conditional transfers consummated without significant loss of value. Without exchange's bilateral-transfer pattern, conversion has no meaning: there is no other party to receive the asset and supply the medium. Exchange supplies the structural substrate; liquidity describes how friction-free that substrate is for a particular asset in a particular context."
   },
   {
    "child": "price_mechanism",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The price mechanism presupposes exchange because emergent prices arise only from the aggregate interaction of conditional transfers between buyers and sellers.",
    "reason": "The price mechanism presupposes exchange because the scalar price signal emerges from the aggregate interaction of buyers' and sellers' willingness to make conditional transfers. Without exchange's bilateral-transfer structure, there is no demand-supply interaction to compress into a price, and no opportunity-cost comparison for participants to make. Exchange supplies the substrate of conditional movements that, in aggregate across many participants, produces the decentralized scalar that then self-coordinates allocation. The invisible hand operates on exchange relations; price is what those relations summarize."
   },
   {
    "child": "risk_transfer",
    "parent": "exchange",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Risk transfer is a SPECIALIZED exchange \u2014 what changes hands is an adverse-outcome distribution against a price, with three sustainability conditions (alignment, symmetry, solvency) generic exchange lacks.",
    "reason": "Risk transfer is a SPECIALIZED exchange \u2014 what changes hands is an adverse-outcome distribution against a price, with three sustainability conditions (alignment, symmetry, solvency) generic exchange lacks. Exchange supplies the genus: Reciprocal transfer between parties under mutual commitment, with each side's movement keyed to the other's. Risk Transfer preserves that general structure while adding its differentia: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "transaction",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction presupposes exchange because the indivisible all-or-nothing commit-or-rollback unit operates on multi-party transfers requiring mutual commitment.",
    "reason": "A transaction is a sequence of operations treated as a single indivisible logical unit \u2014 either all effects commit or none do, with no partial state visible. The construct emerged to handle multi-step state changes where transfers between parties must succeed jointly or fail jointly. Exchange supplies the underlying pattern: two or more parties transfer goods, services, or rights to each other under mutual commitment, with each transfer conditional on the other's. Transaction specializes exchange by adding atomic commit semantics, ensuring the conditional-on-each-other property is enforced even under failure, concurrency, and interleaving."
   },
   {
    "child": "transaction_costs",
    "parent": "exchange",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction costs presuppose exchange because they are the friction costs that exist only relative to the act of transferring between parties.",
    "reason": "Transaction costs presuppose exchange because they are defined as the economic costs of making an exchange \u2014 searching for counterparties, negotiating, contracting, monitoring, enforcing \u2014 over and above the nominal price of what is transferred. Without an exchange relation in which two or more parties make conditional transfers to each other, there is no transaction whose execution incurs these specific frictions. Exchange supplies the bilateral-transfer structure on which transaction costs are then measured as the unavoidable overhead governing whether the exchange occurs in markets, firms, or hybrid arrangements."
   }
  ],
  "opportunity_cost": [
   {
    "child": "comparative_advantage",
    "parent": "opportunity_cost",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Comparative advantage is the specific shape opportunity cost takes when production decisions are compared across agents with different alternative-use profiles.",
    "reason": "Comparative advantage is the specific shape opportunity cost takes when the choice context is the allocation of production across multiple agents, and the relevant comparison is each agent's opportunity cost of producing one good relative to another. It is a structurally-particularized instance of evaluating choices by the value of the best forgone alternative, with the added commitments that the comparison is interpersonal \u2014 not within one agent's options but across agents' relative trade-offs \u2014 and that the welfare result is positive-sum specialization-and-trade based on relative rather than absolute production efficiencies."
   },
   {
    "child": "gains_from_trade",
    "parent": "opportunity_cost",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presupposes opportunity cost because the relative efficiencies that drive specialization are differences in the value of alternatives foregone.",
    "reason": "Gains from trade arise from specializing according to comparative advantage, which is itself defined in terms of relative opportunity costs \u2014 the value of the next-best alternative production each party gives up. Without opportunity cost's machinery of valuing alternatives foregone under scarcity, the comparison of parties' relative production capabilities collapses: there would be no metric by which to identify who should specialize in what, and the welfare improvement of exchange would have no basis. Opportunity cost supplies the comparative metric on which gains-from-trade rests."
   }
  ],
  "self_checking": [
   {
    "child": "comparison",
    "parent": "self_checking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The comparator that flags divergence between the redundant representations.",
    "reason": "The comparator that flags divergence between the redundant representations. After the cognitive_science frame is stripped away, the retained structural roles are those of Self Checking: A system detects errors in its own output by computing the answer through partially-independent paths and comparing. Comparison adds the local frame and commitments expressed in its identity: Place items in a shared frame along chosen dimensions to read off a relation between them. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "redundancy",
    "parent": "self_checking",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Self-checking uses redundancy (the partially-independent path) and adds a comparator that extracts an error signal.",
    "reason": "Self-checking uses redundancy (the partially-independent path) and adds a comparator that extracts an error signal. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Self Checking: A system detects errors in its own output by computing the answer through partially-independent paths and comparing. Redundancy adds the local frame and commitments expressed in its identity: Duplicate critical components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "specialization": [
   {
    "child": "competitive_niche_differentiation",
    "parent": "specialization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Competitive niche differentiation is specialization in which narrowing occurs along dimensions that reduce overlap with rivals.",
    "reason": "Participants concentrate on a narrower range of resources, users, functions, or performance axes and gain local fit at the cost of general reach. It inherits Specialization's narrowing and performance trade, adding the competitor-relative direction of that narrowing."
   },
   {
    "child": "division_of_labor",
    "parent": "specialization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Division of labor presupposes specialization because partitioning a joint task into narrow assigned roles depends on each performer narrowing function.",
    "reason": "Division of labor is the system-level partitioning of joint production into distinct sub-tasks assigned to distinct performers whose specialized outputs are re-integrated. This rests on specialization: components narrowing to distinct partial functions rather than remaining general-purpose, trading self-sufficiency for higher collective performance through narrowing, complementarity, and integration. Smith's pin-factory analysis is the same observation in both directions. Without specialization's narrowing-plus-complementarity structure, the partitioned sub-tasks could not yield the productivity gain that distinguishes division of labor from mere parallel duplication of the whole task."
   }
  ],
  "competition": [
   {
    "child": "competitive_niche_differentiation",
    "parent": "competition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Competitive niche differentiation presupposes negatively coupled outcomes over an overlapping stake.",
    "reason": "Differentiation is a niche response only when the initial overlap makes success rivalrous and narrowing reduces that coupling. Without competition, different roles may reflect ordinary division of labor or arbitrary variety rather than competitive niche differentiation."
   },
   {
    "child": "decision_cycle_subordination",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'the broad prime under which this one is a sharp special case' \u2014 the specific competitive failure where the binding mechanism is TEMPO (one decision cycle forced to react to another's).",
    "reason": "'the broad prime under which this one is a sharp special case' \u2014 the specific competitive failure where the binding mechanism is TEMPO (one decision cycle forced to react to another's). Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Decision Cycle Subordination preserves that general structure while adding its differentia: A slower actor's decision cycle becomes forced to respond to a faster actor's tempo, and responding faster deepens the subordination rather than escaping it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "defeat_in_detail",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Defeat in detail is a specific mechanism within competition \u2014 a globally weaker party beats a globally stronger but DISTRIBUTED one via local superiority and sequential engagement (concentration latency as the binding variable).",
    "reason": "Defeat in detail is a specific mechanism within competition \u2014 a globally weaker party beats a globally stronger but DISTRIBUTED one via local superiority and sequential engagement (concentration latency as the binding variable). One way to win a competition, not competition itself. it is 'one way to win a competition, not competition itself.'. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Defeat In Detail preserves that general structure while adding its differentia: A globally weaker attacker beats a globally stronger but distributed adversary by achieving local superiority and engaging the parts sequentially before they can combine. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "escalation_dominance",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Escalation dominance is one structural feature of how some adversarial competitions settle \u2014 credible per-rung advantage along an intensity ladder, resolving below the top by backward induction.",
    "reason": "Escalation dominance is one structural feature of how some adversarial competitions settle \u2014 credible per-rung advantage along an intensity ladder, resolving below the top by backward induction. 'competition is the broad relation; this is one structural feature.'. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Escalation Dominance preserves that general structure while adding its differentia: Holding a credible per-rung advantage across a conflict's intensity ladder, so the contest resolves below the top because the disadvantaged party prefers stopping to climbing into a losing position. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "offensive_action",
    "parent": "competition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Competition is the standing arena; offensive_action a posture within it.",
    "reason": "Competition is the standing arena; offensive_action a posture within it. Presupposes, not is a specialization of (competition can hold between non-agents; offensive_action requires a deliberate agentic move). Competition supplies the prerequisite condition: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Offensive Action operates against that background: Commit to unilateral first movement that forces opponents into a reactive posture, letting the initiator set the tempo, location, and terms of engagement and so control the agenda. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "race_to_the_bottom",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Race to the Bottom is the strict species of Competition in which relative advantage is gained by lowering a shared ordered dimension and thereby inducing reciprocal undercutting.",
    "reason": "Competition supplies rival actors pursuing negatively coupled advantage over a scarce prize. Race to the Bottom adds a commonly ordered dimension, unilateral gain from moving downward on it, mobility of the prize toward the undercutter, response pressure on rivals, and convergence toward a lower bound that may dissipate joint value. Many competitions instead reward improvement, endurance, differentiation, or upward performance, so the specialization is strict."
   },
   {
    "child": "rock_paper_scissors",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Competition imposes no constraint on the beats-graph topology and can be transitive (a pecking order); rock_paper_scissors is 'the specific subcase where the beats-relation closes into a directed cycle.' A specialization of competition by relation-topology.",
    "reason": "Competition imposes no constraint on the beats-graph topology and can be transitive (a pecking order); rock_paper_scissors is 'the specific subcase where the beats-relation closes into a directed cycle.' A specialization of competition by relation-topology. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Rock-Paper-Scissors (Intransitive Cyclic Dominance) preserves that general structure while adding its differentia: A beats-relation that closes into a cycle rather than a ranking, so no option dominates and the system is governed by rotation and coexistence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "sanctuary_effect",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The sanctuary effect is a specialized competition/contest geometry: rivalry on a NON-uniform field of control with a regenerative base the controller cannot reach.",
    "reason": "The sanctuary effect is a specialized competition/contest geometry: rivalry on a NON-uniform field of control with a regenerative base the controller cannot reach. is a specialization of a contest where the geometry (not the rivalry) is the prime. contrasts it with bare competition as adding the non-uniform-field ingredient. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Sanctuary Effect preserves that general structure while adding its differentia: An adversary persists indefinitely because it regenerates inside a low-contestation zone the controller cannot reach, so suppression-only effort yields a positive steady state rather than elimination. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "war_of_attrition",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'every war of attrition is a competition, but the converse fails' \u2014 it is the specific contest where the prize goes to whoever persists longest while paying continuously, all paid cost sunk, with a closed-form dissipation result.",
    "reason": "'every war of attrition is a competition, but the converse fails' \u2014 it is the specific contest where the prize goes to whoever persists longest while paying continuously, all paid cost sunk, with a closed-form dissipation result. A strict specialization of competition (a footrace/sealed-bid auction is competition but not this). Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. War Of Attrition preserves that general structure while adding its differentia: A contest decided by who pays continuously the longest, with all paid cost sunk and the prize dissipated in the paying. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "winner_take_all_market",
    "parent": "competition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Winner-take-all is 'the specific case where the reward function is convex in rank near the top'; 'most competition is not winner-take-all (rewards often scale roughly with rank).' A strict specialization of competition by payoff-geometry.",
    "reason": "Winner-take-all is 'the specific case where the reward function is convex in rank near the top'; 'most competition is not winner-take-all (rewards often scale roughly with rank).' A strict specialization of competition by payoff-geometry. Competition supplies the genus: Rivalrous pursuit of a scarce prize where one party's gain is another's loss. Winner Take All Market preserves that general structure while adding its differentia: A payoff structure convex in rank concentrates most reward at the top, so small skill gaps produce vast reward gaps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "completeness": [
   {
    "child": "complete_enumeration",
    "parent": "completeness",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing population-mapping and measurement-program vocabulary from Complete Enumeration leaves Completeness as its no-required-unit-missing structural criterion.",
    "reason": "Strip the defined population, unit identity, measurement passes, provenance, census cost, and domain-specific downstream inferences. What remains is the requirement that the bounded structure contain no gap relative to its declared coverage criterion. Complete Enumeration is the applied discipline that attempts, audits, and exploits this criterion for population mapping; it is not itself a species of the achieved no-gaps property."
   },
   {
    "child": "coverage_reachability",
    "parent": "completeness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Coverage/reachability is explicitly the surjective-direction specialization of the general no-gaps completeness claim.",
    "reason": "Coverage/reachability is explicitly the surjective-direction specialization of the general no-gaps completeness claim. Completeness supplies the genus: No gaps in structure. Coverage / Reachability preserves that general structure while adding its differentia: A completeness claim in the surjective direction: every required target in a target set is reachable from at least one of the system's inputs, pathways, or mechanisms. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "asymptotic_behavior": [
   {
    "child": "complexity_time_space",
    "parent": "asymptotic_behavior",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Complexity (Time/Space) is a specialization of Asymptotic Behavior, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Asymptotic Behavior supplies the genus: In the limit, only the dominant term matters, so behavior is classified by growth class rather than exact value and small or fast-decaying contributions are discarded. Complexity (Time/Space) preserves that general structure while adding its differentia: Resource scaling with input size. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "gestalt_principles": [
   {
    "child": "composition",
    "parent": "gestalt_principles",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Composition presupposes Gestalt principles because deliberate arrangement of elements into a unified whole relies on the perceptual grouping rules Gestalt names.",
    "reason": "Composition presupposes Gestalt principles because the orchestration of visual or conceptual elements into a perceived unified whole \u2014 its central commitment \u2014 works through the perceptual mechanisms by which observers group discrete stimuli into structured wholes: proximity, similarity, continuity, closure, figure-ground, common fate. Without Gestalt's prior grouping operations, the compositional arrangement would register only as a collection of separate items rather than as a coherent ensemble. Composition inherits Gestalt's grouping-rule apparatus and deploys it intentionally, treating the perceptual rules as design levers for guiding attention, weighting elements, and producing coherence."
   },
   {
    "child": "figure_ground",
    "parent": "gestalt_principles",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Figure-Ground is a specialization of Gestalt Principles, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Gestalt Principles supplies the genus: Perceptual grouping rules. Figure-Ground preserves that general structure while adding its differentia: Perceptual organization of a field into salient figure and receding ground. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "algorithm": [
   {
    "child": "computability",
    "parent": "algorithm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Per dossier and file: computability is 'the boundary/meta-level relation that algorithm presupposes' \u2014 the existence-question (does an effective procedure exist at all?) over algorithm's central object.",
    "reason": "Per dossier + file: computability is 'the boundary/meta-level relation that algorithm presupposes' \u2014 the existence-question (does an effective procedure exist at all?) over algorithm's central object. algorithm is the positive object, computability the partition between buildable and provably-unbuildable. Presupposes the notion of effective procedure."
   }
  ],
  "resource_management": [
   {
    "child": "concentration",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Concentration (massing resources at a decisive point) is a specific allocation strategy within resource management's policy space.",
    "reason": "Concentration (massing resources at a decisive point) is a specific allocation strategy within resource management's policy space. Resource Management supplies the genus: Allocation of finite assets. Concentration preserves that general structure while adding its differentia: Massing a divisible resource or effort at the decisive point rather than spreading it thin \u2014 the deliberate creation of local superiority by accepting weakness elsewhere. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "load_balancing",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Load balancing is a canonical specific resource-allocation technique (distributing work across capacity) within the broader resource management discipline.",
    "reason": "Load balancing is a canonical specific resource-allocation technique (distributing work across capacity) within the broader resource management discipline. Resource Management supplies the genus: Allocation of finite assets. Load Balancing preserves that general structure while adding its differentia: Distributing work across resources so none is overloaded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "rate_limiting",
    "parent": "resource_management",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'It is one specific tool \u2014 meter, window, budget, response \u2014 within the broader discipline of provisioning and scheduling resources, not the whole of it.' The per-actor-per-time cap within resource_management.",
    "reason": "'It is one specific tool \u2014 meter, window, budget, response \u2014 within the broader discipline of provisioning and scheduling resources, not the whole of it.' The per-actor-per-time cap within resource_management. Resource Management supplies the genus: Allocation of finite assets. Rate Limiting preserves that general structure while adding its differentia: Cap the temporal rate at which an identifiable actor consumes a resource. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "non_stationary_objective": [
   {
    "child": "concept_drift",
    "parent": "non_stationary_objective",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concept_drift is 'one substrate-specific case' \u2014 the ML instance (a data distribution shifting under a deployed model) of the substrate-neutral non-stationary-objective structure.",
    "reason": "Concept_drift is 'one substrate-specific case' \u2014 the ML instance (a data distribution shifting under a deployed model) of the substrate-neutral non-stationary-objective structure. Non-Stationary Objective supplies the genus: The target moves at a rate comparable to or faster than the system can converge on it, so tracking error replaces steady-state error. Concept Drift preserves that general structure while adding its differentia: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "calibrated_rule_vs_moving_world": [
   {
    "child": "concept_drift",
    "parent": "calibrated_rule_vs_moving_world",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Concept Drift is a specialization of Calibrated Rule versus Moving World, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Calibrated Rule versus Moving World supplies the genus: A rule, model, or policy fitted to a past distribution of the world degrades as the world it was calibrated on drifts away from that distribution. Concept Drift preserves that general structure while adding its differentia: A learned rule silently loses validity when the input\u2013outcome relationship it was calibrated on changes underneath it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "data_drift",
    "parent": "calibrated_rule_vs_moving_world",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data_drift is the complementary CHANNEL where P(x) moves (the input distribution shifts).",
    "reason": "Data_drift is the complementary CHANNEL where P(x) moves (the input distribution shifts). One channel of the same gap. Calibrated Rule versus Moving World supplies the genus: A rule, model, or policy fitted to a past distribution of the world degrades as the world it was calibrated on drifts away from that distribution. Data Drift preserves that general structure while adding its differentia: A static learned mapping silently loses accuracy as the deployment distribution drifts away from the distribution it was calibrated on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "analogy": [
   {
    "child": "conceptual_blending",
    "parent": "analogy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conceptual blending presupposes analogy because cross-space projection into a blended space relies on prior structural mapping between the input domains.",
    "reason": "Conceptual blending presupposes analogy because constructing a blended space by selectively projecting elements from two or more input spaces requires a cross-space mapping that identifies correspondences between elements \u2014 exactly the structural role-alignment that analogy supplies. Without analogy's relational mapping between source and target domains, there would be no correspondence structure to feed selective projection, and the blend could not preserve a coherent generic space capturing what the inputs share. Analogy supplies the mapping operation; blending adds the further move of constructing a new integrated space with emergent structure not present in either input alone."
   },
   {
    "child": "metaphor",
    "parent": "analogy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metaphor is a specialization of analogy; it is structural mapping from a source to a target domain in language and conceptual thought.",
    "reason": "Analogy is the general pattern of structural mapping between two domains in which relational roles align so that inferences in the source become candidate inferences in the target. Metaphor is the specific case in which the source domain is typically concrete and embodied, the target is typically abstract, and the mapping organizes how the target can be thought about and talked about at all. It inherits analogy's relational-alignment machinery but commits additionally to constitutive cognitive-linguistic projection \u2014 a specialization of analogy applied to thought and discourse."
   },
   {
    "child": "precedent_stare_decisis",
    "parent": "analogy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Precedent presupposes analogy because deciding like cases alike requires mapping the structural features of a prior case onto the present one.",
    "reason": "Stare decisis treats a prior case's outcome as presumptively binding on the present case when the cases are materially similar, and the work of identifying material similarity is analogical reasoning. Analogy provides the structural-mapping machinery \u2014 relational role-alignment between source and target \u2014 that lets the court project the rule from the precedent case onto the new fact pattern, and that lets the craft of distinguishing operate. Without analogical mapping, there is no way to determine which prior cases govern, so precedent cannot function without analogy as its inferential engine."
   }
  ],
  "task_interdependence": [
   {
    "child": "concurrent_cross_functional_collaboration",
    "parent": "task_interdependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Concurrent cross-functional collaboration presupposes task interdependence because its simultaneous engagement is justified only when functional tasks have reciprocal couplings.",
    "reason": "Concurrent cross-functional collaboration is justified only when the tasks being performed are reciprocally interdependent \u2014 when design, manufacturing, and operations decisions iteratively shape one another rather than feeding forward in a fixed sequence. Without task interdependence's machinery of workflow coupling, the simultaneous engagement of multiple specialists would be wasteful: tasks that are merely pooled or sequential need only sequential handoff. The reciprocal interdependence supplies the structural condition that makes concurrent engagement the efficient coordination form."
   },
   {
    "child": "coordination",
    "parent": "task_interdependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes task interdependence because the active alignment of actors is only required when their tasks are coupled through inputs, outputs, or shared resources.",
    "reason": "Coordination's whole rationale is to align actors whose tasks depend on one another \u2014 to manage the couplings through which one task's output is another's input, or both compete for shared resources. Without task interdependence's machinery of workflow coupling, the actors would be performing independent tasks with no need for active alignment, and the coordination infrastructure would have nothing to coordinate. Interdependence supplies the structural condition \u2014 coupling between tasks \u2014 that creates the requirement coordination addresses."
   }
  ],
  "opportunity_asymmetry": [
   {
    "child": "conditional_access",
    "parent": "opportunity_asymmetry",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conditional access requires unequal control over the desired item and therefore unequal feasible action sets.",
    "reason": "The controller can force acceptance of the coupled item only because it controls access to something the recipient cannot obtain on equivalent terms elsewhere; without that opportunity asymmetry the take-both-or-neither leverage disappears."
   },
   {
    "child": "first_mover_advantage",
    "parent": "opportunity_asymmetry",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Calls opportunity_asymmetry the prime's genus: first-mover advantage is the species where the asymmetry is TEMPORAL and order-indexed (the same move pays differently by its rank in a sequence).",
    "reason": "Calls opportunity_asymmetry the prime's genus: first-mover advantage is the species where the asymmetry is TEMPORAL and order-indexed (the same move pays differently by its rank in a sequence). opportunity_asymmetry is the parent. Opportunity Asymmetry supplies the genus: Agents possess unequal access to actions and favorable outcomes. First Mover Advantage preserves that general structure while adding its differentia: When a contest rewards early arrival, the same move yields a different return depending on when in the sequence it is taken. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "traceability": [
   {
    "child": "configuration_drift",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Drift is the divergence between a system-of-record (intended state) and the running state; it presupposes a maintained authoritative record against which reality could be compared \u2014 the traceability infrastructure whose absence-of-reconciliation it names.",
    "reason": "Drift is the divergence between a system-of-record (intended state) and the running state; it presupposes a maintained authoritative record against which reality could be compared \u2014 the traceability infrastructure whose absence-of-reconciliation it names. Traceability supplies the prerequisite condition: The infrastructure of bidirectional links that lets any element be followed backward to its origin and forward to its uses, turning opaque processes into auditable, queryable histories. Configuration Drift operates against that background: The silent, monotonic divergence between a system's recorded intended state and its actual running state, driven by accumulated out-of-band changes that bypass the record until a forced reconciliation exposes the gap. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "life_cycle_assessment_lca",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Life cycle assessment presupposes traceability because totaling environmental burden requires linking impacts back to specific upstream stages and flows.",
    "reason": "LCA quantifies the full environmental burden of a product across raw-material extraction, manufacturing, distribution, use, and end-of-life \u2014 requiring that every material and energy flow be linked to the specific stage where it occurred. Traceability supplies exactly the infrastructure that lets any element of a system be linked backward through its history of derivation, origin, and custody. Without traceable flows there is no defensible inventory, no attribution of impacts to stages, and no auditable LCA result. LCA therefore presupposes traceability as the data-substrate on which its accounting depends."
   },
   {
    "child": "persistent_identifier",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The stable handle is what lets provenance/traceable records stay referenceable across substrate change; presupposes the traceability infrastructure it underwrites.",
    "reason": "The stable handle is what lets provenance/traceable records stay referenceable across substrate change; presupposes the traceability infrastructure it underwrites. Traceability supplies the prerequisite condition: The infrastructure of bidirectional links that lets any element be followed backward to its origin and forward to its uses, turning opaque processes into auditable, queryable histories. Persistent Identifier operates against that background: A designed token committed to keep resolving to its entity across changes in the entity's location, representation, custodian, or version, via a separately maintained resolver. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "provenance",
    "parent": "traceability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Provenance presupposes traceability because the documented chain of origin and custody requires the underlying infrastructure that links elements to their history.",
    "reason": "Provenance presupposes traceability because the documented record of an entity's origin, custody transfers, and transformations is the content claim that traceability's infrastructure makes verifiable. Without traceability's backward-and-forward linkage capability \u2014 the navigable chain from any element to its derivation history \u2014 provenance assertions would be unsupported claims about origin with no way to audit them. Traceability supplies the infrastructure; provenance supplies the specific content of authentic-origin claims that traceability's chain makes inspectable and assignable for credit, blame, or verification."
   }
  ],
  "role_conflict": [
   {
    "child": "conflict_of_interest",
    "parent": "role_conflict",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conflict of interest presupposes role conflict because incompatible duties and interests pulling one agent in different directions instantiates the multi-role strain pattern.",
    "reason": "Conflict of interest arises when a person or institution holds multiple duties, relationships, or financial interests pulling in incompatible directions, such that pursuing one undermines another. The structure is a particular case of role conflict: a single agent simultaneously occupies positions whose embedded expectation-sets cannot all be satisfied. Role conflict supplies the underlying multi-incumbency-with-incompatible-expectations pattern. Conflict of interest specializes it to fiduciary and incentive contexts, where the incompatible roles concern duties to principals or self-versus-other interests, with the same structural impossibility of simultaneous full compliance."
   }
  ],
  "causality": [
   {
    "child": "confounding",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Confounding presupposes causality because the third-variable distortion is defined relative to the true causal relation it obscures.",
    "reason": "Confounding presupposes causality because the very claim that an observed association is distorted -- fabricated, attenuated, or reversed -- requires a true causal relation against which the distortion is measured. The confounder Z is a common cause of X and Y in the causal graph, and adjustment is required to recover the genuine X-to-Y causal effect. Without causality's four-component structure of cause, effect, productive connection, and counterfactual sensitivity, there is no causal target to be confounded and no formal criterion separating spurious association from genuine effect."
   },
   {
    "child": "conjunctive_path_activation",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A causal-graph property: a latent path whose state-conditional edges conduct only under an AND of factors.",
    "reason": "A causal-graph property: a latent path whose state-conditional edges conduct only under an AND of factors. Presupposes a directed causal structure; left at composition since it is a property OF a causal graph, not an is-a."
   },
   {
    "child": "counterfactuals",
    "parent": "causality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Counterfactuals are a kind of causality: causal claims are evaluated by comparing the actual world with what would have happened had a cause differed.",
    "reason": "Counterfactual reasoning constructs claims of the form had A not occurred, B would not have occurred and uses them to identify causal structure, evaluate decisions, and assign responsibility. That is one of the four essential components of Causality itself: modal robustness \u2014 the counterfactual claim that fixing the cause would have fixed the effect under a fixed background. Counterfactuals are the specialization of causality that isolates and operationalizes the modal component as its primary inferential machinery."
   },
   {
    "child": "determinism",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Determinism presupposes causality because its claim is precisely that the present state plus laws fix a unique successor via the productive cause-effect connection.",
    "reason": "Determinism presupposes causality because its content \u2014 that state plus laws fix exactly one successor \u2014 operates on the cause-effect relation: laws are the productive connection from prior state (cause) to next state (effect), and modal robustness is the counterfactual invariance of the law itself. It inherits causality's four-part structure and particularizes it to the case where the law is single-valued rather than probabilistic. Without causality's productive connection, the deterministic trajectory has nothing to specify."
   },
   {
    "child": "downward_causation",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Downward causation presupposes causality because it asserts genuine cause-effect influence flowing from higher levels back to lower-level constituents.",
    "reason": "Downward causation presupposes causality because the claim that wholes causally constrain or shape their parts requires the full four-component causal relation -- antecedent, consequent, productive connection, and modal robustness -- to hold across the hierarchical boundary. Without causality's apparatus, downward influence collapses to mere description or correlation. The controversial commitment of the prime is precisely that the higher level satisfies cause-component requirements (counterfactual sensitivity, productive linkage) with respect to lower-level dynamics, not just that aggregate descriptions are explanatorily useful."
   },
   {
    "child": "future_wheel",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A future wheel is the specific shape causality takes when consequences are mapped outward in concentric layers from a triggering event.",
    "reason": "A future wheel is the specific shape causality takes when the causal relation is unfolded forward as a branching cascade: a triggering event sits at the center, first-order consequences radiate from it, each first-order consequence then generates second- and higher-order consequences in successive concentric layers. It is a structurally-particularized instance of cause-and-effect with productive connection and counterfactual robustness, with the added commitments that the mapping is exhaustive across orders rather than tracing a single chain, the structure is graphical-radial, and the value lies in surfacing indirect higher-order effects that linear analysis misses."
   },
   {
    "child": "leverage_points",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Leverage points is the specific shape causality takes when systems have locations where small causes produce disproportionately large effects.",
    "reason": "Causality is the structural relation between cause and effect, gated by a productive connection and modal robustness so that variations in the cause produce variations in the effect. Leverage points is the particular shape this relation takes in complex systems where causal influence is highly non-uniform across locations: small changes at certain variables, rules, or paradigm-level commitments produce outsized downstream effects. It is a structurally-particularized instance of causal influence whose specific signature is amplification \u2014 disproportionate effect size for a given intervention magnitude \u2014 ranked across intervention sites by depth."
   },
   {
    "child": "randomization",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Randomization presupposes causality because its purpose is to identify causal effects by severing the link between treatment and confounders.",
    "reason": "Randomization presupposes causality because its entire warrant is causal inference: random assignment severs the link between treatment and pre-treatment characteristics, so observed differences in outcomes can be attributed to the productive connection from cause to effect. Without causality's four-part structure \u2014 cause, effect, productive connection, modal robustness \u2014 there would be no target relation for the randomization to identify. Random assignment is precisely the procedure that licenses the counterfactual claim causality requires."
   },
   {
    "child": "responsibility_attribution",
    "parent": "causality",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Responsibility attribution is the specific shape causality takes when the directed assignment runs from outcome back to agents under normative gating.",
    "reason": "Responsibility attribution is the specific shape causality takes when the cause-effect relation is read backward for the purpose of apportioning credit or blame to agents. The causal apparatus -- antecedent, consequent, productive connection, modal robustness -- supplies the input: the counterfactual-dependence test asks whether the outcome would have differed had the agent acted otherwise. Attribution adds normative gates (control, foresight, fault) that select which of the causal contributors bear responsibility, transforming bare causal facts into a directed assignment from effects to morally answerable sources."
   },
   {
    "child": "teleology",
    "parent": "causality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Teleology presupposes causality because end-directed explanation requires a productive connection by which ends shape outcomes.",
    "reason": "Teleology presupposes causality because explaining a phenomenon by the end it serves still requires a productive connection -- selection, design, function, intention -- linking the end to the outcome with modal robustness. Without causality's apparatus of cause, effect, mechanism, and counterfactual sensitivity, the teleological claim collapses to mere description of correspondence. Whether ends are read as final causes, selection histories, or designer intentions, the explanation works only insofar as the end is causally efficacious in producing or sustaining what serves it."
   }
  ],
  "untrusted_input_execution": [
   {
    "child": "confused_deputy",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Confused Deputy is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Confused Deputy preserves that general structure while adding its differentia: A privileged intermediary acts on its own authority while the intent originated with an outsider who lacks it, so authority is borrowed without intent being tracked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "control_data_channel_confusion",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Control / Data Channel Confusion is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Control / Data Channel Confusion preserves that general structure while adding its differentia: A receiver interprets attacker-controlled data as authoritative instructions because the protocol separates control from data by content inspection rather than by structure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "data_control_plane_breach",
    "parent": "untrusted_input_execution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data-Control Plane Breach is a specialization of Untrusted Input Execution, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Untrusted Input Execution supplies the genus: Attacker-influenced input crosses a data-to-control (or authority) boundary and a correctly-operating intermediary executes it with the intermediary's own authority, so the attacker borrows the defender's privilege without ever violating the intermediary's rules. Data-Control Plane Breach preserves that general structure while adding its differentia: Untrusted content crosses into the data channel un-inertised and an interpreter, operating correctly by its own rules, executes it as control, wielding the defender's authority for the attacker. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "agency_problem": [
   {
    "child": "confused_deputy",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A privileged intermediary executing an outsider's intent without authority is a specific misalignment-of-authority-and-intent instance of the principal-agent structure.",
    "reason": "A privileged intermediary executing an outsider's intent without authority is a specific misalignment-of-authority-and-intent instance of the principal-agent structure. Agency Problem supplies the genus: Misaligned incentives. Confused Deputy preserves that general structure while adding its differentia: A privileged intermediary acts on its own authority while the intent originated with an outsider who lacks it, so authority is borrowed without intent being tracked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "manufactured_dependency_for_role_capture",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Role capture is 'a species of' the agency problem \u2014 the specific, sharp case where the agent's reward gradient points toward SUSTAINING the problem the role exists to remove, plus the covert-manufacture commitment and counterfactual-demand signature.",
    "reason": "Role capture is 'a species of' the agency problem \u2014 the specific, sharp case where the agent's reward gradient points toward SUSTAINING the problem the role exists to remove, plus the covert-manufacture commitment and counterfactual-demand signature. agency_problem is the genus. Agency Problem supplies the genus: Misaligned incentives. Manufactured Dependency for Role Capture preserves that general structure while adding its differentia: An agent covertly sustains a problem to keep occupying the valued role attached to solving it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "moral_hazard",
    "parent": "agency_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Moral hazard is a specialization of the agency problem in which the agent's hidden element is a post-contract action rather than a type.",
    "reason": "Moral hazard is a specialization of the agency problem in which the divergence between principal and agent runs specifically through hidden action: after the contract is in place, the agent chooses an unobservable level of effort, care, or risk, and being insulated from full consequences chooses differently than full-information contracting would prescribe. It inherits the agency problem's structure of delegation under misaligned interests and unobservability, and specializes by fixing the hidden element to action rather than type. The contractual remedy then centers on incentive design rather than screening or signaling."
   }
  ],
  "complementarity": [
   {
    "child": "conjugate_observable_complementarity",
    "parent": "complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conjugate-Observable Complementarity is a specialization of Complementarity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Complementarity supplies the genus: Two non-overlapping roles that jointly exhaust a whole and require each other. Conjugate-Observable Complementarity preserves that general structure while adding its differentia: Certain observable pairs cannot be jointly specified to arbitrary precision because sharpening one structurally blurs its conjugate \u2014 a built-in trade-off of the system, not a measurement limitation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "wave_particle_duality",
    "parent": "complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wave and particle descriptions are mutually non-overlapping yet jointly exhaustive characterizations of quantum entities, the exact structure complementarity names.",
    "reason": "Wave and particle descriptions are mutually non-overlapping yet jointly exhaustive characterizations of quantum entities, the exact structure complementarity names. Complementarity supplies the genus: Two non-overlapping roles that jointly exhaust a whole and require each other. Wave-Particle Duality preserves that general structure while adding its differentia: Dual nature of matter. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "conjugate_observable_complementarity": [
   {
    "child": "conjugate_variables",
    "parent": "conjugate_observable_complementarity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Conjugate variables presuppose measurement uncertainty and complementarity because the pair only acquires its joint under-determination through complementary measurement structure.",
    "reason": "Conjugate variables presuppose measurement uncertainty and complementarity because the defining feature of a conjugate pair, beyond a formal coupling like a commutator or Fourier kernel, is that sharpening one side necessarily broadens the other. That joint under-determination is precisely what complementarity names: a structural trade-off in what can be simultaneously specified, not a contingent instrumental limit. Without the prior commitment that certain observables are complementary in this irreducible sense, the canonical pairing would reduce to a routine change of variables with no inherent measurement constraint."
   }
  ],
  "concurrency": [
   {
    "child": "consistency_model",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Concurrency is the CONDITION \u2014 multiple operations in flight; a consistency model is the CONTRACT specifying which observations of that concurrency are legal.",
    "reason": "'Concurrency is the CONDITION \u2014 multiple operations in flight; a consistency model is the CONTRACT specifying which observations of that concurrency are legal. Concurrency creates the problem the model governs.' It presupposes concurrency. Concurrency supplies the prerequisite condition: Manage simultaneous processes. Consistency Model operates against that background: An explicit contract over which observations of shared state are legal when updates are concurrent. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "coordination",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Coordination presupposes concurrency because aligning independent actors into coherent collective outcome only arises when multiple processes proceed simultaneously.",
    "reason": "Coordination is the active alignment of independently controlled actors so their actions combine into a coherent collective outcome. The problem only arises where multiple loci of execution proceed in time-overlapping fashion \u2014 the structural situation that concurrency names. A single actor needs no coordination; coordination becomes necessary when separate processes run concurrently and their interleavings raise questions of ordering, contention, and consistency. Concurrency supplies the multi-process-simultaneity substrate; coordination is the alignment work that addresses the consequent ordering and synchronization problems."
   },
   {
    "child": "eventual_consistency",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Concurrency raises the reconciliation question; eventual_consistency is 'one discipline for living with the divergence concurrency creates' \u2014 accept uncoordinated concurrent writes, diverge, reconcile by merge.",
    "reason": "Concurrency raises the reconciliation question; eventual_consistency is 'one discipline for living with the divergence concurrency creates' \u2014 accept uncoordinated concurrent writes, diverge, reconcile by merge. Presupposes concurrency. Concurrency supplies the prerequisite condition: Manage simultaneous processes. Eventual Consistency operates against that background: Distributed copies of shared state are allowed to diverge under local updates, with a deterministic merge guaranteeing they reconverge once updates stop. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "interference_and_contention",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Interference and contention presupposes concurrency because mutual interference among shared-resource consumers requires the consumers to proceed in overlapping time.",
    "reason": "Interference and contention presupposes concurrency because its mechanism is multiple simultaneous demands competing for the same limited resource: take away the time-overlapping execution and contention disappears, since sequential consumers would each get the resource in turn without mutual interference. Concurrency supplies the structural condition of overlapping loci of activity with their attendant ordering and coordination problems; contention names what happens when those overlapping activities collide on a bottleneck and degrade each other's latency, throughput, or quality."
   },
   {
    "child": "race_condition",
    "parent": "concurrency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Race Condition presupposes Concurrency, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Concurrency supplies the prerequisite condition: Manage simultaneous processes. Race Condition operates against that background: The outcome of a system depends on the uncontrolled relative timing of concurrent actions on shared state, so the order effects land \u2014 not the actions \u2014 determines the result. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "contract": [
   {
    "child": "consistency_model",
    "parent": "contract",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A consistency model is explicitly an explicit contract specifying legal observations of shared state, fitting the general obligations-and-permissions bundle structure of contract.",
    "reason": "A consistency model is explicitly an explicit contract specifying legal observations of shared state, fitting the general obligations-and-permissions bundle structure of contract. Contract supplies the genus: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. Consistency Model preserves that general structure while adding its differentia: An explicit contract over which observations of shared state are legal when updates are concurrent. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "incomplete_contract",
    "parent": "contract",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An incomplete contract is, structurally, a contract (a rule-set fixing outcomes for some contingencies) plus the distinctive move of an acknowledged gap and designated gap-handler and governance.",
    "reason": "An incomplete contract is, structurally, a contract (a rule-set fixing outcomes for some contingencies) plus the distinctive move of an acknowledged gap and designated gap-handler and governance. contract is the canonical genus; incomplete_contract is the specific kind that deliberately leaves gaps. severs it from interface (complete contract over its cases), delegation (only the decision-right piece), and optionality (a held right) \u2014 none is the genus; contract is. Good conviction: the is a specialization of holds even though the prime is heavily framed (law/econ), because every instance is literally a contract or rule-set. Contract supplies the genus: A multi-party bundle of obligations, breach criteria, and remedies under an accepted enforcement regime. Incomplete Contract preserves that general structure while adding its differentia: A rule-set that deliberately leaves gaps and designates a handler to fill them. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "proxy_target_fidelity": [
   {
    "child": "construct_validity",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Construct_validity is the PSYCHOMETRIC specialization (proxy=instrument, target=latent construct) of the cross-domain proxy->target fidelity genus.",
    "reason": "Construct_validity is the PSYCHOMETRIC specialization (proxy=instrument, target=latent construct) of the cross-domain proxy->target fidelity genus. Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Construct Validity preserves that general structure while adding its differentia: Whether a measurement procedure actually captures the theoretical construct it claims to, rather than a correlated but distinct surrogate, across a three-layer construct-proxy-signal gap. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "cue_outcome_decoupling",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cue Outcome Decoupling is a specialization of Proxy\u2013Target Fidelity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Cue Outcome Decoupling preserves that general structure while adding its differentia: A cue that once reliably tracked an outcome has its coupling broken, while the cue-following behavior persists and grows more harmful the better it tracks the now-decoupled cue. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "proxy_target_divergence",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proxy-Target Divergence is a specialization of Proxy\u2013Target Fidelity, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy\u2013Target Fidelity supplies the genus: How faithfully an observable proxy tracks the unobservable target it stands in for \u2014 the degree to which acting on, optimizing, or inferring from the proxy is acting on the target itself. Proxy-Target Divergence preserves that general structure while adding its differentia: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "summary_substance_divergence",
    "parent": "proxy_target_fidelity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Summary Substance Divergence is the low-fidelity Proxy\u2013Target Fidelity species in which a high-attention summary stands in for a costly substance surface and independent authorship incentives let the proxy drift.",
    "reason": "The summary surface is the observable, cheaply consumed stand-in from which most readers infer the evidence-bearing substance. The two-author, two-audience incentive split supplies this species' strict differentia: it persistently lowers proxy-target fidelity by letting the surfaces optimize independently. Proxy\u2013Target Fidelity also covers faithful proxies and many failure mechanisms with no bifurcated artifact, so the relation is strict subsumption rather than identity or a generic Representation shortcut."
   }
  ],
  "associative_property_transfer": [
   {
    "child": "contagion",
    "parent": "associative_property_transfer",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Epidemiological contagion is 'the warranted causal special case' \u2014 a property flowing along a link that genuinely is a causal channel.",
    "reason": "Epidemiological contagion is 'the warranted causal special case' \u2014 a property flowing along a link that genuinely is a causal channel. associative_property_transfer is the warrant-neutral parent covering causal, heuristic (halo), and fallacious (guilt-by-association) alike. Associative Property Transfer supplies the genus: A property flows along an associative link rather than along a causal or evidential one. Contagion preserves that general structure while adding its differentia: Spread of a state from element to element through contact. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "transformation": [
   {
    "child": "context_stripping",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Context stripping is a transformation that preserves a focal signal while projecting away part of the surrounding state that helped determine its content.",
    "reason": "Context stripping maps an input consisting of a focal signal plus meaning-bearing surroundings into an output that preserves the focal signal while removing some of those surroundings. That is a rule-governed restructuring with an explicit invariant and an explicit alteration, so it is a strict specialization of Transformation."
   },
   {
    "child": "convection",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convection is a kind of transformation: it maps an input distribution into a restructured output via the rule of buoyancy-driven bulk flow.",
    "reason": "Convection transports heat, mass, or momentum by the coherent motion of fluid driven by buoyancy from temperature or composition gradients, restructuring spatial distributions of those quantities into circulatory patterns. That fits the Transformation schema: input distribution mapped to output distribution under a rule, with certain properties preserved (mass, energy) and others altered (spatial profile). Convection specializes transformation by fixing the rule as buoyancy-driven bulk fluid motion organized into cells."
   },
   {
    "child": "creative_destruction",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Creative destruction is the specific shape transformation takes in an economy, where innovation restructures the productive base by displacing the old.",
    "reason": "Creative destruction is the structurally-particularized form transformation takes in competitive capitalist economies: the input is an existing configuration of products, methods, and firms; the rule is innovation-driven competitive displacement; the output is a restructured economy in which resources have been reallocated from less to more productive uses. The transformation's invariants are aggregate welfare gain and the continuity of market activity; the degrees of freedom being reshaped are the particular firms, technologies, and occupational structures that get displaced."
   },
   {
    "child": "distortion",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Distortion is a transformation's DEVIATION from a reference faithful one; it presupposes a transformation.",
    "reason": "Distortion is a transformation's DEVIATION from a reference faithful one; it presupposes a transformation. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Distortion operates against that background: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "eigenvalue_and_eigenvector",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Eigenvalue/Eigenvector pair is defined relative to a transformation whose invariant directions and scalar gains it records.",
    "reason": "Eigenpairs are a fingerprint of an operator, not the operator itself. Every admitted case requires a transformation acting on a space before one can ask which nonzero directions it merely scales and by what factor. The eigen-structure adds the invariant directions, scalar gains, spectrum, dominant mode, and spectral gap."
   },
   {
    "child": "encoding_and_decoding",
    "parent": "transformation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Encoding and decoding contains two coordinated rule-governed transformations, content to code and code back to recovered content.",
    "reason": "Encoding and decoding brackets a channel with two distinct mappings, each having an input, scheme-governed restructuring rule, output, and explicit preservation or loss commitments. The pair adds shared-scheme coordination, channel placement, and a localized failure taxonomy beyond either constituent transformation."
   },
   {
    "child": "equivalence_preserving_rewriting",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The MEANING-PRESERVING subclass of transformation: an explicit equivalence relation carves a space of safe moves, plus an orthogonal cost criterion that selects within it.",
    "reason": "The MEANING-PRESERVING subclass of transformation: an explicit equivalence relation carves a space of safe moves, plus an orthogonal cost criterion that selects within it. 'this prime is the disciplined subclass... preserved under what relation?' Generic transformation may change meaning freely; this constrains it by a named equivalence. Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Equivalence-Preserving Rewriting preserves that general structure while adding its differentia: Transforming an object into a behaviourally equivalent but operationally different form under an explicit equivalence relation, then selecting among rewrites by an orthogonal cost criterion. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "exaptation",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Exaptation is a kind of transformation: a feature shaped for one role is restructured into a new functional role without redesign.",
    "reason": "Exaptation is the co-option of a feature built or selected for one function \u2014 or for no function at all \u2014 into a new functional role it was not designed for, preserving the underlying structural properties while altering what the feature does. That maps onto the Transformation schema: input restructured according to a rule into an output, with certain properties preserved (the structural substrate) and others altered (the functional role). Exaptation specializes transformation to the functional reassignment of a substrate."
   },
   {
    "child": "fold",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A fold is transformation specialized to stress-induced bending that changes shape while preserving continuity.",
    "reason": "The input structure maps to a curved output under load while connectivity is invariant; the hinge, stress regime, and bend-rather-than-break condition supply the child's differentia."
   },
   {
    "child": "formalization",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formalization is the specific shape transformation takes when tacit practice is restructured into explicit, codified, rule-governed form.",
    "reason": "Formalization is the particularization of transformation to the explicitness gradient: the input is tacit, conventional, or intuitive practice; the rule is articulation into notation, axioms, statutes, or schemas; the output is explicit, checkable, transmissible system. Where transformation names structured input-to-output mapping with preserved invariants generally, formalization specifies that the invariant targeted is the substantive content of the practice while the degree of freedom being reshaped is its representational explicitness \u2014 moving up from implicit know-how to codified knowledge."
   },
   {
    "child": "frame_change",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frame Change is Transformation specialized to preserving a referent while substituting the organizing frame that assigns its coordinates or meaning.",
    "reason": "Frame Change is Transformation specialized to preserving a referent while substituting the organizing frame that assigns its coordinates or meaning. The parent supplies the genus and can occur without the child; the child preserves it while adding commitments the parent does not require."
   },
   {
    "child": "garbage_in_garbage_out",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "GIGO is a quality-MONOTONICITY constraint on a transformation (fidelity to ground truth cannot rise across a single-input map \u2014 the data-processing inequality); it presupposes the transformation whose output quality it bounds.",
    "reason": "GIGO is a quality-MONOTONICITY constraint on a transformation (fidelity to ground truth cannot rise across a single-input map \u2014 the data-processing inequality); it presupposes the transformation whose output quality it bounds. transformation is its genus, GIGO 'a constraint on one dimension of it'. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Garbage In, Garbage Out operates against that background: The quality of a transformation's output is bounded above by the quality of its inputs; no downstream sophistication can repair defects already present in the input. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "inversion",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inversion is a specialization of transformation that reverses a relation, sequence, or dependency structure while preserving underlying equivalence.",
    "reason": "Inversion is a specialization of transformation. Specifically, it instantiates the input-rule-output mapping where the rule reverses a relation, sequence, or dependency chain (R to R-inverse, or a structure to its dual), preserving certain elements or equivalences while altering relational direction. Like other transformations, it specifies what is preserved (the underlying equivalence) and what is reshaped (the order, direction, or dependency); inversion is the subclass whose reshaping operation is reversal itself, generating regimes whose dynamics differ from the unreversed case."
   },
   {
    "child": "parsing",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Alternative lineage: parsing is the grammar-inverting, structure-recovering member of the transformation family (sequence -> tree).",
    "reason": "Alternative lineage: parsing is the grammar-inverting, structure-recovering member of the transformation family (sequence -> tree). Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Parsing preserves that general structure while adding its differentia: Recover hidden hierarchical structure from a flat sequence using a grammar. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reaction_intermediate",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A reaction intermediate is the named transient INTERIOR STATE of a multi-step transformation (absent at both endpoints), whose formation/consumption rates govern throughput; it presupposes a transformation to have an interior of.",
    "reason": "A reaction intermediate is the named transient INTERIOR STATE of a multi-step transformation (absent at both endpoints), whose formation/consumption rates govern throughput; it presupposes a transformation to have an interior of. Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Reaction Intermediate operates against that background: A multi-step transformation passes through a named transient state, absent at both endpoints, whose formation and consumption rates govern throughput and form a distinct intervention surface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "refactoring",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Refactoring is a transformation, but a BEHAVIOR-PRESERVING one \u2014 it is the specific member of the transformation family constrained by the equivalence invariant.' A clean specialization of transformation.",
    "reason": "'Refactoring is a transformation, but a BEHAVIOR-PRESERVING one \u2014 it is the specific member of the transformation family constrained by the equivalence invariant.' A clean specialization of transformation. Transformation supplies the genus: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Refactoring preserves that general structure while adding its differentia: Change internal structure while preserving observable behavior. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "serialization",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Serialization presupposes Transformation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Transformation supplies the prerequisite condition: A rule-governed mapping that restructures an input into a different output, holding certain invariants fixed while altering others. Serialization operates against that background: Convert structured content into a flat, transportable form that reconstructs. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "substrate_induced_boundary_dissolution",
    "parent": "transformation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Substrate-induced boundary dissolution is a transformation whose invariant is the carried function or content and whose alteration is the partition among carrier-defined kinds.",
    "reason": "The process maps a system organized around separate carriers into one where the same functions can be represented or executed on a common substrate. Functions may persist while the taxonomy and dependencies around their old carriers change, making this a strict carrier-partition transformation."
   },
   {
    "child": "traceability",
    "parent": "transformation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Traceability typically presupposes transformation because the linked history it tracks is mostly a chain of rule-governed restructurings, though pure custody chains exist.",
    "reason": "Traceability links any element of a system backward through its history of derivation and forward to downstream uses. Typically the steps in that history are transformations \u2014 rule-governed mappings from inputs to outputs that preserve some properties while altering others \u2014 and traceability records how each such transformation reshaped the element. Transformation supplies the unit operation whose chain traceability captures. Some traceability chains track mere custody transfer without restructuring, so the dependence is typical rather than strict, but most live cases ride on transformation as the underlying step being traced."
   },
   {
    "child": "translation_and_conceptual_bridging",
    "parent": "transformation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Translation and conceptual bridging is the specific shape transformation takes when meaning is mapped across incommensurable representational frameworks.",
    "reason": "Translation and conceptual bridging is the particularization of transformation to the domain of meaning across representational systems: the input is a concept expressed in one framework, the rule is a cross-framework mapping that negotiates incommensurability, the output is a corresponding expression in a different framework. Where transformation names structured input-to-output mapping with preserved invariants generally, translation specifies that the invariants targeted are structural-semantic essence while the degrees of freedom being reshaped are surface notation, vocabulary, and idiom."
   }
  ],
  "context": [
   {
    "child": "context_stripping",
    "parent": "context",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Context stripping presupposes Context because the operation is defined by removing surrounding state that selects the content of a fixed focal signal.",
    "reason": "The operation cannot be identified from the focal signal alone. It requires surrounding state that changes or constrains what that signal carries, and then removes some of that state while leaving the focal token intact. Context supplies exactly the meaning-selecting relation that is being severed."
   },
   {
    "child": "framing",
    "parent": "context",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'a frame is a deliberately set context' \u2014 framing is the chosen/active special case of context.",
    "reason": "'a frame is a deliberately set context' \u2014 framing is the chosen/active special case of context. Context supplies the genus: Surrounding state that selects which content a fixed focal signal carries. Framing preserves that general structure while adding its differentia: Presentation shapes perception. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "portable_context_bundle",
    "parent": "context",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A portable context bundle contains the captured definition-time context that travels with and resolves the behavior unit.",
    "reason": "A portable context bundle contains the captured definition-time context that travels with and resolves the behavior unit. Context supplies an internal constituent: Surrounding state that selects which content a fixed focal signal carries. Portable Context Bundle requires that role within this mechanism: A behaviour-unit carries the context it was defined in, resolving against its definition-time environment rather than the ambient one at use. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "deductive_reasoning": [
   {
    "child": "contraposition",
    "parent": "deductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Deduction is the whole family of truth-preserving inference; contraposition is one specific equivalence-rewrite within it (paired with modus tollens).",
    "reason": "'Deduction is the whole family of truth-preserving inference; contraposition is one specific equivalence-rewrite within it (paired with modus tollens). It is an instance of deductive reasoning, not its scope.' A specialization of deductive_reasoning. Deductive Reasoning supplies the genus: General to specific conclusions. Contraposition preserves that general structure while adding its differentia: Run an implication backward: from the absence of the consequence, infer the absence of the cause. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "proof_by_contradiction",
    "parent": "deductive_reasoning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proof by contradiction is the deductive strategy that assumes a target's negation, derives impossibility, and discharges that temporary assumption.",
    "reason": "Deductive reasoning supplies truth-preserving consequence from premises. Proof by contradiction is its strict specialization that adds a temporary negated target, derives an impossibility from the augmented premise set, and concludes the target by discharging that assumption. Every proof by contradiction is deductive, while direct and constructive deductions need not use the indirect contradiction sequence."
   }
  ],
  "controllability": [
   {
    "child": "controlled_reentry",
    "parent": "controllability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Controlled reentry presupposes enough intervention authority to advance, hold, reverse, or abort the staged return.",
    "reason": "A return is controlled only when the operator can steer progression through checkpoints and re-suspend it after a failure signal; without that reachable intervention set the process is merely observed reentry."
   }
  ],
  "monitoring": [
   {
    "child": "controlled_reentry",
    "parent": "monitoring",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Continuous state observation and threshold checking are constitutive parts of controlled reentry.",
    "reason": "The staged pathway advances or aborts in response to telemetry and checkpoint criteria, so monitoring is an internal component rather than an optional accompaniment. Monitoring supplies an internal constituent: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. Controlled Reentry requires that role within this mechanism: Re-establishing a suspended activity or state through staged, monitored steps with the capacity to abort, because returning to normal is a separate engineered process and not a simple reversal of the exit. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   },
   {
    "child": "environmental_scanning",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Environmental scanning is a specialization of monitoring in which the observed system is the organization's external environment.",
    "reason": "Environmental scanning is a specialization of monitoring in which the observed system is the organization's external environment \u2014 social, technological, economic, political, legal factors \u2014 and the function is to detect relevant changes, emerging trends, and threats that may affect strategy. It inherits monitoring's general structure of continuous observation, threshold comparison, and triggered response, and specializes by fixing the observed domain to outside-the-firm conditions, by partitioning the environment into bounded categories for tractability, and by tying the alerting logic to strategic-planning implications rather than to operational deviation from a setpoint."
   },
   {
    "child": "eyes_on_the_street",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Eyes on the street is the specific shape monitoring takes when observation is distributed, incidental, mutually-visible, and parasitic on other activity.",
    "reason": "Eyes on the street is the specific shape monitoring takes when observation is distributed, incidental, mutually-visible, and parasitic on other activity. 'a subspecies of monitoring with sharply different enabling conditions.'. Monitoring supplies the genus: Continuously observing a system's state to detect deviation from expected behavior and trigger a response, separating genuine signal from routine noise. Eyes On The Street preserves that general structure while adding its differentia: Safety and accountability produced as a byproduct of dense incidental observation by embedded participants, conditional on shared space, mutual visibility, and a low-cost intervention pathway. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "formative_assessment",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Formative assessment is a kind of monitoring whose continuous evidence-gathering informs in-flight instructional decisions rather than final judgment.",
    "reason": "Formative assessment is a specialization of monitoring: continuous in-process observation (quizzes, exit tickets, think-pair-share, draft reviews) accumulates evidence about student learning to detect deviation from expected progress and trigger instructional response. It inherits monitoring's commitment to continuous or periodic observation with threshold comparison and corrective action, particularized to the pedagogical case where the monitored variable is learning state and the response is adjustment of teaching strategy rather than final summative judgment."
   },
   {
    "child": "horizon_scanning",
    "parent": "monitoring",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Horizon scanning is a specialization of monitoring focused on weak early signals of change that have not yet become mainstream.",
    "reason": "Horizon scanning is a specialization of monitoring in which the observation function is tuned to the weak-signal end of the signal-to-noise spectrum: nascent technologies, slow-burning trends, emergent shifts not yet mainstream but with structural potential. It inherits monitoring's general apparatus of continuous observation and alerting and specializes by fixing the target band to faint, anomalous, leading-indicator signals and by combining broad-source surveillance with interpretive practices for amplifying what would otherwise be dismissed as noise. Where standard monitoring tracks deviations from a known setpoint, horizon scanning tracks signs that the setpoint itself may shift."
   }
  ],
  "gradient": [
   {
    "child": "convection",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Convection presupposes gradient because the buoyancy-driven fluid motion is initiated and sustained by density differences arising from gradients in temperature or composition.",
    "reason": "Convection is fluid transport driven by density differences that arise from spatial variation in temperature or composition \u2014 that is, from gradients of those scalar fields. Without gradient's machinery \u2014 the local rate and direction of steepest increase of a scalar field across space \u2014 there would be no density contrast to make lighter fluid parcels rise and heavier parcels sink, and no buoyancy-drag balance to organize the fluid into circulatory cells. The gradient prime supplies the spatial-variation structure that initiates and sustains convective motion."
   },
   {
    "child": "diffusion",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Diffusion presupposes gradient because the net flux it describes is driven by, and proportional to, the gradient of the diffusing quantity.",
    "reason": "Diffusion presupposes gradient because its constitutive law, Fick's, ties flux to the negative of the concentration gradient: there is no net diffusion in the absence of a gradient, and the gradient supplies both direction (down-slope) and magnitude (proportional to steepness) of macroscopic transport. Gradient supplies the general apparatus of pointwise direction-of-steepest-change in a scalar field; diffusion translates that local field-structure into a quantitative rule for net transport via the diffusion coefficient. Without a gradient, microscopic random motion produces no macroscopic flux."
   },
   {
    "child": "edge_effect",
    "parent": "gradient",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The edge effect is the band of phenomena a STEEPENED gradient drives at a regime boundary; it presupposes gradient (the rate-of-change) as its load-bearing ingredient.",
    "reason": "The edge effect is the band of phenomena a STEEPENED gradient drives at a regime boundary; it presupposes gradient (the rate-of-change) as its load-bearing ingredient. 'The gradient is an ingredient, not the prime.'. Gradient supplies the prerequisite condition: Distribution and change over space/time. Edge Effect operates against that background: Where two regimes meet, a thin high-gradient band forms a distinct third regime with its own resident phenomena, absent from either interior. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "multi_path_convergence": [
   {
    "child": "convergent_evolution",
    "parent": "multi_path_convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Convergent evolution is multi-path convergence specialized to causally independent lineages facing comparable pressure and independently reaching the same solution form.",
    "reason": "Every instance contains Multi-Path Convergence's distinct trajectories and common endpoint. It adds the exclusion of shared inheritance and transmission, comparable selection pressure, and the evidential inference from independent recurrence to solution fit."
   }
  ],
  "isomorphism": [
   {
    "child": "conways_law",
    "parent": "isomorphism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Conway's law is isomorphism applied GENERATIVELY across the producer/artifact divide \u2014 a structure-preserving homomorphism from communication topology to artifact decomposition, plus a causal direction and interface-cost coupling.",
    "reason": "Conway's law is isomorphism applied GENERATIVELY across the producer/artifact divide \u2014 a structure-preserving homomorphism from communication topology to artifact decomposition, plus a causal direction and interface-cost coupling. A specialization of isomorphism. Isomorphism supplies the genus: Structure-preserving mapping. Conway's Law preserves that general structure while adding its differentia: Any artifact built by a collective acquires a structure homomorphic to the communication topology of the collective that built it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "social_dilemma": [
   {
    "child": "cooperation",
    "parent": "social_dilemma",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cooperation presupposes social dilemma because the cooperation problem only exists where individual rationality conflicts with the collective optimum.",
    "reason": "Cooperation presupposes social dilemma because the tension cooperation names \u2014 costly contribution sustained against the pull of defection \u2014 is constituted by the prior structural pattern of a social dilemma: a setting where each agent's dominant strategy yields a collectively worse outcome than universal contribution would. Without that gap between individually rational and collectively optimal action, there is no cooperation problem to solve; agents would reach the good outcome unaided. Cooperation inherits the social dilemma's structural conflict and names the question of what devices \u2014 reciprocity, norms, institutions \u2014 stabilize contribution against the standing temptation to defect."
   },
   {
    "child": "free_riding",
    "parent": "social_dilemma",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Free riding presupposes social dilemma because exploiting collective provision is the characteristic individually-rational defection in a public-goods dilemma.",
    "reason": "Free riding presupposes social dilemma because the act it names \u2014 benefiting from a collectively-produced good without contributing proportionately \u2014 is the prototypical defection move in the dilemma's incentive structure: when the good is non-excludable and individual benefit exceeds individual cost-share, withholding contribution is privately dominant while universal withholding leaves everyone worse off. Without the social dilemma's prior conflict between individually rational and collectively optimal action, free riding would not be a structural pathology but merely an accounting irregularity. Free riding instantiates the dilemma in the specific setting of non-excludable goods."
   },
   {
    "child": "tragedy_of_the_commons",
    "parent": "social_dilemma",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tragedy of the commons is a specialization of social dilemma; many users degrade a shared open-access resource through individually rational consumption.",
    "reason": "Social dilemma is the structural pattern in which each agent's individually rational strategy (defect) yields a collectively worse outcome than mutual cooperation would. Tragedy of the commons is the specific case where the dominant defection is over-consumption of a shared open-access resource: each user gains the full private benefit of their consumption but bears only a fractional share of the depletion cost, so individual rationality leads to collective resource collapse. It inherits the dilemma's individual-rationality-versus-collective-welfare structure and adds the open-access-resource specification."
   }
  ],
  "social_norms": [
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "social_norms",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Cooperative Principle and Gricean Maxims is the specific shape social norms take in conversational cooperation.",
    "reason": "The Cooperative Principle and its maxims govern conversational contributions through shared expectations \u2014 be informative, truthful, relevant, clear \u2014 that participants assume and against which deviations are noticed and exploited as implicature. That is the structure of Social Norms \u2014 group-shared behavioral expectations, enforced by mutual sanction, sustained by joint internalization and enforcement \u2014 particularized to the domain of talk exchange. Gricean maxims are the specific shape social norms take when the regulated behavior is communicative cooperation under conversational purpose."
   },
   {
    "child": "cultural_hegemony",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural hegemony presupposes social norms because it works by installing dominant framings as the taken-for-granted normative expectations of a society.",
    "reason": "Cultural hegemony presupposes social norms because its mechanism is the conversion of one group's worldview into the shared normative expectations of the broader society \u2014 common sense, the taken-for-granted, what everyone knows is appropriate. That conversion requires the prior structure of social norms: distributed expectations sustained by internalization and sanction, applying to everyone similarly situated. Hegemony inherits this norm-architecture and adds the further commitment that the content of the norms tracks the interests of dominant groups, so that compliance with them \u2014 felt as ordinary social membership \u2014 also reproduces a particular order of inequality."
   },
   {
    "child": "formal_vs_informal_structures",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Social norms commonly form part of the informal layer that interacts with an organization's codified formal structure.",
    "reason": "Formal-versus-informal structures distinguishes codified roles, procedures, and authority from the emergent practices through which a system also operates. Social norms commonly constitute part of that informal layer by supplying shared behavioral expectations and decentralized sanctions absent from the formal chart. The relation is typical rather than strict because an informal layer can also be organized through personal networks, tacit knowledge, reputation-based influence, or improvised workarounds without a clearly norm-governed component."
   },
   {
    "child": "informal_enforcement",
    "parent": "social_norms",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Informal enforcement and social norms are interdefinable complements: each norm requires diffuse sanctioning, and informal sanctioning presupposes a shared expectation.",
    "reason": "Social norms and informal enforcement are interdefinable structural complements \u2014 neither is prior; each is the negation/complement of the other. A norm without distributed disapproval is just a private preference; diffuse sanctioning without a shared expectation about how people should behave has no rule to enforce. The expectation gives the sanction its target and legitimacy; the sanctioning gives the expectation its bite and stability. They co-constitute the same order phenomenon viewed from the rule side and the enforcement side respectively."
   },
   {
    "child": "organizational_culture",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Shared social norms are internal constituents of organizational culture alongside beliefs, values, assumptions, rituals, and interpretive frames.",
    "reason": "Organizational culture is the system of shared beliefs, values, norms, tacit assumptions, rituals, and interpretive frames that guides acceptable behavior within an organization. Social norms are therefore explicit internal constituents: they encode expectations about how members should behave and attach approval, disapproval, or organizational consequences to compliance and deviation. Culture contains additional elements, but without shared normative expectations it would lose the behavioral guidance and acceptability judgments central to its live definition."
   },
   {
    "child": "overton_window",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The window is the population-level band of currently-sayable positions maintained by graded social cost; it presupposes the normative/sanctioning apparatus social_norms supplies.",
    "reason": "The window is the population-level band of currently-sayable positions maintained by graded social cost; it presupposes the normative/sanctioning apparatus social_norms supplies. Social Norms supplies the prerequisite condition: Shared expectations about how members of a reference group should behave, maintained through internalization and anticipated decentralized approval, correction, or sanction. Overton Window operates against that background: A mobile range of positions that are currently sayable without social cost, with boundaries shifted by repeated exposure rather than argument. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "pragmatic_politeness_strategies",
    "parent": "social_norms",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pragmatic Politeness Strategies are a kind of social norm: face-management conventions group members expect, enforce, and internalize.",
    "reason": "Pragmatic Politeness Strategies are the patterned, group-shared expectations about how speakers should manage face threats in interaction, with deviations meeting disapproval and compliance sustained jointly by internalization and external sanction (raised eyebrows, social withdrawal, reputational cost). That is the defining structure of a social norm; politeness strategies specialize it to the domain of conversational face-work, supplying the specific repertoire (bald-on-record, positive politeness, negative politeness, off-record, withhold) that the norm prescribes."
   },
   {
    "child": "ritual",
    "parent": "social_norms",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a kind of social norm in which the prescribed pattern of behavior is enforced by community expectation and sanction.",
    "reason": "Ritual is a specialization of social norms: rule-governed prescribed behavior whose violation invites disapproval, correction, or exclusion, sustained jointly by internalization and enforcement within a community. It inherits the structural commitments of social norms \u2014 shared expectation, deviation-sanction, distributed knowledge, mutual reinforcement \u2014 particularized to the symbolic-performative case where the prescribed action is meaningful in itself. The formal repetition and tradition of ritual is precisely the norm-content and norm-enforcement pattern applied to symbolic acts."
   },
   {
    "child": "social_capital",
    "parent": "social_norms",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Shared social norms are internal constituents of social capital, making reciprocity and cooperation predictable across a network.",
    "reason": "Social capital is the productive resource constituted by relationships, trust, shared norms, and network structure. Social norms are explicit internal constituents: distributed expectations of reciprocity, honesty, and contribution make behavior predictable and sustain cooperation without repeated case-by-case negotiation. Removing shared norms would leave connections and perhaps interpersonal trust, but would remove one of the named mechanisms through which the network coordinates collective action and reduces transaction costs."
   }
  ],
  "cooperation": [
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cooperative principle and Gricean maxims presupposes cooperation because conversational implicature operates on the assumption participants are jointly working toward purpose.",
    "reason": "The Cooperative Principle holds that conversational participants make contributions as required by the accepted purpose of the talk exchange, specified by maxims of quantity, quality, relation, and manner. The entire framework presupposes that interlocutors are jointly contributing to a shared purpose despite individual temptations to deceive, mislead, or free-ride on others' clarity. Cooperation supplies the structural commitment: agents take individually costly actions sustaining a joint outcome where defection is tempting. Conversational maxims specialize cooperation to linguistic exchange, with informativeness and truthfulness as the costly contributions sustained against private temptation."
   },
   {
    "child": "green_beard_effect",
    "parent": "cooperation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Calls cooperation the genus: green-beard is one specific sustaining mechanism within it (a tag-keyed conditional disposition recognized one-shot), distinct from kin selection and reciprocity.",
    "reason": "Calls cooperation the genus: green-beard is one specific sustaining mechanism within it (a tag-keyed conditional disposition recognized one-shot), distinct from kin selection and reciprocity. cooperation is the parent. Cooperation supplies the genus: Agents bear individual costs to produce a shared benefit. Green-Beard Effect preserves that general structure while adding its differentia: Cooperation is sustained by a single observable marker that is both correlated with the cooperative disposition and recognizable by fellow carriers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "reciprocity",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reciprocity presupposes cooperation because the in-kind return that defines reciprocity is the mechanism by which costly cooperative contributions are sustained.",
    "reason": "Reciprocity presupposes cooperation because its content \u2014 responding in kind to others' contributions \u2014 is intelligible only against the prior tension cooperation names: the gap between collective optimum and individual incentive in which costly contributions must be sustained against defection. Without that gap, in-kind return is just trade; with it, reciprocity becomes the structural device that converts a one-shot defection problem into a repeated game where contribution can be rewarded and defection punished. Reciprocity inherits cooperation's structural situation and supplies one of the principal mechanisms by which the cooperative outcome is stabilized."
   },
   {
    "child": "solidarity",
    "parent": "cooperation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Solidarity presupposes cooperation because internalized fate-sharing only matters where individual incentive pulls against collective contribution.",
    "reason": "Solidarity names a felt mutual obligation that disposes members to bear individual cost on behalf of the collective, sustaining contribution without case-by-case exchange. Its work is visible precisely in the gap between privately optimal and collectively optimal action \u2014 the gap that defines cooperation. Where contribution and self-interest already coincide, no solidarity is needed to produce joint benefit. Solidarity functions as one of the durable mechanisms that close cooperation's defection gap, so its purpose presupposes the cooperation problem it answers."
   }
  ],
  "pragmatics": [
   {
    "child": "cooperative_principle_gricean_maxims",
    "parent": "pragmatics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cooperative Principle and Gricean Maxims is a specialization of Pragmatics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Pragmatics supplies the genus: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. Cooperative Principle and Gricean Maxims preserves that general structure while adding its differentia: Cooperative communication. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "deixis",
    "parent": "pragmatics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deixis is a specialization of Pragmatics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Pragmatics supplies the genus: What a signal means in context is the joint product of its literal content and patterned contextual machinery, not just what the signal literally encodes. Deixis preserves that general structure while adding its differentia: Context-dependent meaning. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "diseconomies_of_scale": [
   {
    "child": "coordination_overhead_inversion",
    "parent": "diseconomies_of_scale",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stakes its identity on a precise difference from diseconomies of scale: ordinary diseconomies grow with the PRIMARY activity's scale, while this adds RECURSION \u2014 the scaffold generates its own meta-scaffold (governance-of-governance), a self-reinforcing growth term independent of the primary activity.",
    "reason": "Stakes its identity on a precise difference from diseconomies of scale: ordinary diseconomies grow with the PRIMARY activity's scale, while this adds RECURSION \u2014 the scaffold generates its own meta-scaffold (governance-of-governance), a self-reinforcing growth term independent of the primary activity. The recursive specialisation of rising-overhead-with-scale. Diseconomies of Scale supplies the genus: Rising per-unit cost once scale grows past a point. Coordination-Overhead Inversion preserves that general structure while adding its differentia: A support scaffold recursively reproduces its own coordination demand until the supporting layer consumes more capacity than the activity it was meant to support. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "path_dependence": [
   {
    "child": "coordination_problem_and_equilibrium_selection",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Coordination problems typically presuppose path dependence because focal-point and lock-in selection makes the chosen equilibrium history-dependent.",
    "reason": "A coordination problem arises when multiple stable equilibria exist and agents must align on one without the decision structure itself uniquely picking one. Which equilibrium gets selected typically depends on history \u2014 focal points inherited from prior interactions, lock-in from early adopters, accumulated convention. Path dependence supplies exactly this structural fact: outcomes are determined by the specific trajectory of choices, with early decisions constraining later ones. Coordination selection typically rides on this dynamic, though some coordination problems are resolved by salience alone without historical lock-in, so the presupposition is typical."
   },
   {
    "child": "critical_juncture",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A critical juncture presupposes path dependence because its consequence-amplifying role only obtains when subsequent dynamics lock in the chosen path.",
    "reason": "A critical juncture presupposes path dependence because its high-stakes status depends entirely on what happens afterward: the moment is consequential only if subsequent increasing returns, network effects, or institutional inertia make reversal difficult. It inherits path dependence's commitment that current state is irreducible to prior state plus current shock \u2014 history is constitutive \u2014 particularized to the branching-point case where a brief window of sensitivity precedes long lock-in. Without path dependence's downstream amplification, the juncture would not be critical."
   },
   {
    "child": "ecological_succession",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Each successional stage modifies its own substrate to determine which stage comes next \u2014 a path-dependent, order-locked sequence.",
    "reason": "Each successional stage modifies its own substrate to determine which stage comes next \u2014 a path-dependent, order-locked sequence. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Ecological Succession preserves that general structure while adding its differentia: Stage-ordered change in which the current occupants themselves modify the substrate, determining which stage can come next through facilitation, inhibition, or tolerance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "first_mover_advantage",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The same move yields a different return by sequence position, locking in early arrivals \u2014 path dependence in a rewarded contest.",
    "reason": "The same move yields a different return by sequence position, locking in early arrivals \u2014 path dependence in a rewarded contest. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. First Mover Advantage preserves that general structure while adding its differentia: When a contest rewards early arrival, the same move yields a different return depending on when in the sequence it is taken. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "founder_effect",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Founder effect is one specific path-dependence mechanism: a small high-variance initial sample conservatively amplified into durable identity.",
    "reason": "Founder effect is one specific path-dependence mechanism: a small high-variance initial sample conservatively amplified into durable identity. names path_dependence as its genus; sibling of critical_juncture and lock_in. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Founder Effect preserves that general structure while adding its differentia: A small unrepresentative initial subset starts a new population through a narrow gate, and its idiosyncratic composition is amplified into the descendant's durable identity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "historicism",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historicism presupposes path dependence because interpreting phenomena on their own period-specific terms requires that historical conditions constitutively shape outcomes.",
    "reason": "Historicism holds that phenomena \u2014 beliefs, institutions, practices \u2014 are products of specific historical conditions and cannot be adequately understood by abstracting from those conditions. The methodological commitment to contextualization presupposes that historical trajectories constitutively shape what exists at any time, not merely as background but as causally determinative. Path dependence supplies exactly that: outcomes determined not by current conditions alone but by the specific historical trajectory that produced them. Without the path-dependence claim that history accumulates constraints, historicism's insistence on period-specific interpretation has no structural ground."
   },
   {
    "child": "hysteresis",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hysteresis is a specialization of path dependence in which the loop structure is visible in the response curve to a varied parameter.",
    "reason": "Hysteresis is a specialization of path dependence. The general path-dependence pattern says current state depends on the historical trajectory, not just on current external conditions. Hysteresis specializes by adding a particular signature: as an external parameter is varied up and down, the system's state traces a loop rather than a single-valued curve, with multiple stable states accessible at the same parameter value depending on history. The same history-encodes-state commitment persists, with the loop in the response curve as the diagnostic shape of the path dependence."
   },
   {
    "child": "lock_in",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lock-in is a specific kind of path dependence where past commitments make the present forward cost of switching exceed continuation.",
    "reason": "Lock-in is a specialization of path dependence. The general pattern is that outcomes depend on the specific historical trajectory of choices, with past decisions foreclosing alternatives and accumulating constraints. Lock-in instantiates this with a particular structural form: history is encoded as accumulated non-transferable value such that, from the present, the cost of switching exceeds the cost of continuing with the suboptimal commitment. It is path dependence with the specific signature that the path's encoded constraints are forward-cost-binding rather than merely contingent."
   },
   {
    "child": "observable_surface_becomes_contract",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "This prime is path_dependence PLUS a scale law \u2014 history constrains the present (path dependence) AND the rate at which observables convert to binding constraints scales with observer count and elapsed time, making dependence a forecastable trajectory.",
    "reason": "This prime is path_dependence PLUS a scale law \u2014 history constrains the present (path dependence) AND the rate at which observables convert to binding constraints scales with observer count and elapsed time, making dependence a forecastable trajectory. is a specialization of path_dependence, specialized by the observability-creates-dependence scale mechanism. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Observable Surface Becomes Contract preserves that general structure while adding its differentia: Every observable behaviour, exposed to enough observers over enough time, becomes a binding dependency regardless of the nominal contract. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "precedent_stare_decisis",
    "parent": "path_dependence",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Precedent is the specific shape path dependence takes when prior decisions in a legal system bind or strongly guide present analogous cases.",
    "reason": "Precedent is the legal particularization of path dependence: the trajectory of prior decisions constrains present rulings through the binding or strongly-persuasive weight of analogous earlier cases. Where path dependence names the constitutive role of historical sequence in current options generally, precedent fixes the substrate as legal decision-making, the carrier of history as the published body of prior rulings, and the lock-in mechanism as analogical reasoning under stare decisis \u2014 a particular shape history takes when accumulated decisions structure subsequent ones."
   },
   {
    "child": "ratchet_effect",
    "parent": "path_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The ratchet effect is 'a specific path-dependent mechanism: direction-asymmetric, monotone, lock-driven'; 'many path-dependent systems are not ratchets (they can reverse); the ratchet is the one-way subclass.' A strict specialization of path_dependence.",
    "reason": "The ratchet effect is 'a specific path-dependent mechanism: direction-asymmetric, monotone, lock-driven'; 'many path-dependent systems are not ratchets (they can reverse); the ratchet is the one-way subclass.' A strict specialization of path_dependence. Path Dependence supplies the genus: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. Ratchet Effect preserves that general structure while adding its differentia: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "regime_transition_plateau",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Prior-regime investments and beneficiaries typically constrain the pivot, although an exogenous capability gap can produce the plateau without strong historical lock-in.",
    "reason": "A successful first regime commonly leaves specialized assets, routines, skills, evaluation criteria, and beneficiaries that raise the cost of building its successor. This history-shaped constraint deepens many transition plateaus, but it is not universal: a successor capability may simply be unavailable or slow to mature even when the inherited path is easy to abandon."
   },
   {
    "child": "reversibility_horizon",
    "parent": "path_dependence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reversibility horizon presupposes path dependence because the rising reversal cost over time is the mechanism by which prior decisions lock in future options.",
    "reason": "Reversibility horizon requires that the costs of reversing a decision accumulate as a function of the historical trajectory \u2014 sunk investments, ecosystem dependencies, downstream commitments \u2014 which is precisely the path-dependence mechanism. Without the prior commitment that current options are constrained by the specific sequence of past choices rather than by present conditions alone, there would be no rising reversal cost to define a horizon, and the closing of the window would have no causal substrate."
   }
  ],
  "correlation": [
   {
    "child": "correlated_source_attribution_failure",
    "parent": "correlation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Correlated-Source Attribution Failure presupposes Correlation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Correlation supplies the prerequisite condition: Systematic co-variation between variables, distinct from causation. Correlated-Source Attribution Failure operates against that background: When combined sources share underlying variation, joint inference stays strong while attribution to any individual source becomes unstable, sign-flipping, or arbitrary. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "cross_dimensional_leakage",
    "parent": "correlation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific generative story for WHY an observed cross-output correlation is inflated above the true cross-source signal: a shared channel loads onto multiple outputs (cov(y_i,y_j) = cov(t_i,t_j) and lambda_i*lambda_j*var(c)).",
    "reason": "A specific generative story for WHY an observed cross-output correlation is inflated above the true cross-source signal: a shared channel loads onto multiple outputs (cov(y_i,y_j) = cov(t_i,t_j) + lambda_i*lambda_j*var(c)). A diagnosis built atop correlation, presupposing it."
   }
  ],
  "compatibility": [
   {
    "child": "correspondence_principle",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Correspondence Principle is a kind of compatibility: a new theory must reproduce the predictions of its predecessor in the latter's validated regime.",
    "reason": "The Correspondence Principle requires a new, more general theory to reproduce the predictions of the older theory it supersedes in the regime where the older theory was empirically validated, typically as a well-defined limit (h-bar to 0, c to infinity). That is the relational property of Compatibility: two systems coexist without contradiction across the regime where both apply. Correspondence specializes compatibility to successive scientific theories, with the older theory's empirical domain as the alignment region."
   },
   {
    "child": "cultural_friction",
    "parent": "compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural friction presupposes compatibility because the resistance encountered by an imported artifact is the misalignment between its norms and the host culture's.",
    "reason": "Cultural friction presupposes compatibility because the resistance, adaptation demands, and rejection that arise when a practice or artifact is imported are exactly compatibility's failure mode at the level of norms, worldviews, and social structures. Without compatibility's framing of coexistence-and-interaction as a between-entity relational property, friction has no reference: it names the degree to which the imported and host systems fail to align on shared assumptions. Acculturation strategies map onto how the two systems negotiate toward (or away from) compatibility."
   },
   {
    "child": "impedance_mismatch_and_coupling_efficiency",
    "parent": "compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Impedance mismatch and coupling efficiency presupposes compatibility because lossy transfer between subsystems is the failure of their characteristic properties to align.",
    "reason": "Impedance mismatch and coupling efficiency presupposes compatibility because the efficiency of energy, signal, or influence transfer across an interface is exactly compatibility's relational alignment condition expressed quantitatively: matched impedances are the compatibility condition for non-reflecting transfer, mismatched ones are the breakage. Without compatibility's framing of coexistence-and-interaction as a between-entity property, mismatch has no reference baseline; coupling efficiency is a continuous measure of how nearly the interface satisfies compatibility at the relevant characteristic property. Compatibility supplies the prerequisite condition: The relational condition under which two or more entities can coexist or compose without breakage, interference, or contradiction. Impedance Mismatch and Coupling Efficiency operates against that background: Property differences reduce energy or signal transfer efficiency. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "incentive_compatibility",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incentive compatibility is a specialization of compatibility in which the entities reconciled are an agent's self-interest and a designer's objective.",
    "reason": "Incentive compatibility is a specialization of compatibility in which the entities being made to coexist without breakage are the participants' private payoff calculations and the mechanism designer's desired outcomes. It inherits compatibility's general structure of two systems aligning so they can interact without contradiction, and specializes by fixing the systems to self-interested agents and a rule structure: the mechanism is compatible with the agents' incentives when truthful or socially desired action is also their best response. The compatibility relation here is between motivations and rules rather than between physical plugs, formats, or organisms."
   },
   {
    "child": "interoperability",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interoperability is a specialization of compatibility that achieves cross-system function through shared standards rather than pairwise adaptation.",
    "reason": "Interoperability is a specialization of compatibility. Specifically, it instantiates the relational coexist-and-compose-without-breakage property by routing the alignment through explicitly agreed-upon standards, interfaces, or protocols, so that any two systems conforming to the spec can communicate and coordinate. Where compatibility names the broad condition that entities can interact without contradiction, interoperability is the engineered subclass where the alignment is achieved systematically and scalably via shared specifications rather than one-off bridges between particular pairs."
   },
   {
    "child": "need_solution_alignment",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Need\u2013Solution Alignment is compatibility specialized from non-interference to positive functional adequacy for a stated need.",
    "reason": "The proposed solution and the need-side context must be capable of composing without contradiction across their relevant interfaces and constraints. Need\u2013Solution Alignment inherits that relational fit and adds a beneficiary, a capability that addresses the need, and a better-than-current-alternative performance condition."
   },
   {
    "child": "substitutability",
    "parent": "compatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Substitutability is a specialization of compatibility focused on the symmetric case where one entity can replace another while preserving system function.",
    "reason": "Substitutability is a specialization of compatibility in which the relational property is read in its replacement direction: not just that two entities can coexist or interoperate, but that one can take the other's place in a system without functional degradation. It inherits the general compatibility commitment that two entities can interact without breakage when their signatures align, and specializes by tightening the alignment to behavioral subtyping: every property required of the original must remain true of the replacement, so the system's critical functions are invariant under substitution."
   }
  ],
  "value_commensuration": [
   {
    "child": "cost_benefit_analysis",
    "parent": "value_commensuration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cost-benefit analysis is the specific shape value commensuration takes when the common metric is monetized and net present value is the aggregation rule.",
    "reason": "Cost-benefit analysis is the specific shape value commensuration takes when the common scale is monetary and the aggregation rule is net present value across all significant consequences. Value commensuration's general anatomy \u2014 translating heterogeneous values from different frameworks into a single comparable metric, with characteristic loss and contestation \u2014 is structurally particularized into willingness-to-pay valuations, monetized externalities, discounted future flows, and a single net-benefit verdict. The general translation-into-common-metric operation is preserved; the specific shape is its monetized, decision-analytic realization for policy and project evaluation."
   }
  ],
  "commensurability": [
   {
    "child": "cost_benefit_analysis",
    "parent": "commensurability",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "CBA is a decision procedure that presupposes and centrally uses commensurability (common monetary metric) as its core mechanism, not a kind of it.",
    "reason": "CBA is a decision procedure that presupposes and centrally uses commensurability (common monetary metric) as its core mechanism, not a kind of it. Commensurability supplies the prerequisite condition: Diverse values expressed in common metric enabling comparison. Cost\u2013Benefit Analysis operates against that background: Evaluate decisions. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "discounting_present_value",
    "parent": "commensurability",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is a technique that achieves commensurability across time by converting future values to present value; a mechanism, not a genus-instance.",
    "reason": "Discounting is a technique that achieves commensurability across time by converting future values to present value; a mechanism, not a genus-instance. Commensurability supplies the prerequisite condition: Diverse values expressed in common metric enabling comparison. Discounting (Present Value) operates against that background: Present value calculation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "proportionality",
    "parent": "commensurability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Proportionality is the specific shape commensurability takes when comparing the magnitude of a response to the magnitude of its triggering cause.",
    "reason": "Proportionality is the specific shape commensurability takes when the dimensions being placed on a common scale are a triggering cause and a response \u2014 a wrong and its sanction, a threat and a restriction, a contribution and a reward. It is a structurally-particularized instance of bringing heterogeneous quantities into a common metric, with the added commitment that the comparison yields a fitness verdict: the response is appropriate when its measured magnitude tracks the cause's measured magnitude, excessive when it overshoots, insufficient when it undershoots. Without commensurability's prior reduction to comparable units, the proportionality judgment has nothing to weigh."
   },
   {
    "child": "value_commensuration",
    "parent": "commensurability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Value commensuration is the specific shape commensurability takes when heterogeneous values must be translated into a common metric for trade-off.",
    "reason": "Commensurability is the structural property that lets diverse quantities be expressed in a common unit, enabling comparison, ranking, and trade-off. Value commensuration is the particular shape this property takes when the quantities are heterogeneous values rooted in different ethical, ecological, or social frameworks. It is a structurally-particularized instance of common-metric construction in which the translation is contested, involves loss of meaning, and is itself a moral choice rather than a neutral technical operation. The specific machinery is the constructed metric and its acknowledged distortions."
   }
  ],
  "counterfactuals": [
   {
    "child": "counterfactual_subtraction",
    "parent": "counterfactuals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The ESTIMATOR that operationalises a counterfactual into a number: observed minus a constructed baseline standing in for the unobserved counterfactual.",
    "reason": "The ESTIMATOR that operationalises a counterfactual into a number: observed minus a constructed baseline standing in for the unobserved counterfactual. 'one operationalisation of the broader concept', sitting 'one level below causality'. Presupposes counterfactuals (the metaphysical target). Counterfactuals supplies the prerequisite condition: Alternate hypothetical scenarios. Counterfactual Subtraction operates against that background: An effect is estimated by subtracting a constructed baseline representing what would have obtained absent the intervention, so the inference rests on the baseline's credibility, not the arithmetic. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "minimal_modification_principle",
    "parent": "counterfactuals",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The minimal modification principle presupposes counterfactuals because it constrains which counterfactual scenarios are legitimate by requiring closeness to actuality.",
    "reason": "The minimal modification principle presupposes counterfactuals because it is a constraint on how to construct and evaluate counterfactual scenarios: vary only the antecedent and preserve as many actual facts as possible. Without the prior commitment to reason about \"if A had been the case, then B would have followed\" claims by comparing the actual world to relevantly-altered alternatives, there is nothing for the minimality requirement to discipline. The principle supplies the closeness ordering that makes counterfactual evaluation tractable rather than degenerating into unbounded reimagining."
   }
  ],
  "expected_value": [
   {
    "child": "covariance",
    "parent": "expected_value",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Covariance contains expected-value operations that center each quantity and average their paired deviation products.",
    "reason": "Expected value is an internal constituent of covariance: the means used to center X and Y and the expectation of their centered product are applications of the same probability-weighted linear operator. Remove that operator and the covariance quantity is undefined."
   },
   {
    "child": "expected_utility",
    "parent": "expected_value",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expected utility is expected value specialized to a utility-transformed outcome used to rank risky prospects.",
    "reason": "Expected utility applies the expectation operator to a utility function rather than to the raw outcome, adding a preference representation and a risky-choice ranking role. Expected value also averages physical, statistical, financial, and computational quantities with no utility or decision frame."
   },
   {
    "child": "value_of_information",
    "parent": "expected_value",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Value of Information averages decision improvement over the possible evidence outcomes and their probabilities.",
    "reason": "The value is defined before evidence arrives, so each possible observation must be weighted by its probability and the resulting best achievable outcome. Expected Value is therefore an internal mathematical constituent, not merely a neighboring use. Value of Information adds the comparison between acting now and acting after observing evidence."
   }
  ],
  "readiness_window": [
   {
    "child": "critical_juncture",
    "parent": "readiness_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Positions critical_period (the developmental child) and treats critical_juncture as a high-contingency moment; readiness_window is the substrate-general interval whose children include developmental critical periods.",
    "reason": "Positions critical_period (the developmental child) and treats critical_juncture as a high-contingency moment; readiness_window is the substrate-general interval whose children include developmental critical periods. Readiness Window supplies the genus: A receptive substrate enters a bounded opening-interior-closing interval during which a class of interventions can take hold. Critical Juncture preserves that general structure while adding its differentia: Moment where small variations produce divergent locked-in paths. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "zone_of_proximal_development_zpd",
    "parent": "readiness_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Zone of Proximal Development (ZPD) is typically a specialization of Readiness Window, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Readiness Window supplies the genus: A receptive substrate enters a bounded opening-interior-closing interval during which a class of interventions can take hold. Zone of Proximal Development (ZPD) preserves that general structure while adding its differentia: Learn with guidance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "tipping_points_or_phase_transitions": [
   {
    "child": "critical_mass",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Critical mass is a specialization of tipping point in which the control parameter is participation density and the threshold sits at a reproduction ratio of one.",
    "reason": "Critical mass specializes the tipping-point pattern by fixing the control parameter as quantity, density, or participation level of interacting elements and the threshold as the reproduction-ratio crossing of one. Where tipping points name the general structure of alternative stable states separated by a bifurcation driven by positive feedback, critical mass specifies the bifurcation as the self-sustaining-versus-decaying boundary at R=1 \u2014 below it activity decays geometrically, above it activity grows self-sustainingly. The reproduction-ratio framing is the particular shape the bifurcation takes in propagation processes."
   },
   {
    "child": "dragon_king_theory",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A phase transition/bifurcation near criticality is the mechanism (second generator) dragon-king theory invokes; the prime is the statistical SIGNATURE and diagnostic built around it.",
    "reason": "A phase transition/bifurcation near criticality is the mechanism (second generator) dragon-king theory invokes; the prime is the statistical SIGNATURE and diagnostic built around it. Part-to-whole: presupposes the critical-transition mechanism but adds the bimodal-tail test and precursor families. Tipping Points (or Phase Transitions) supplies the prerequisite condition: Abrupt state change. Dragon King Theory operates against that background: The largest events in some complex systems come from a distinct mechanism \u2014 synchronization or bifurcation near criticality \u2014 leaving them above the power-law tail and partly predictable. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "percolation",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Percolation is 'the specific phase transition whose order parameter is connectivity' \u2014 the emergence of a system-spanning giant component, with its own critical exponents and universality classes.",
    "reason": "Percolation is 'the specific phase transition whose order parameter is connectivity' \u2014 the emergence of a system-spanning giant component, with its own critical exponents and universality classes. A species of the generic tipping-point/phase-transition. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Percolation preserves that general structure while adding its differentia: Local, often random short-range connections accumulated across a population suddenly produce system-spanning connectivity once their density crosses a critical threshold. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "percolation_threshold",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'percolation threshold is a phase transition, but a specific one' \u2014 the connectivity transition on a network substrate (giant component as order parameter, topology-dependent p_c).",
    "reason": "'percolation threshold is a phase transition, but a specific one' \u2014 the connectivity transition on a network substrate (giant component as order parameter, topology-dependent p_c). A specialization of the generic tipping-point/phase-transition family. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Percolation Threshold preserves that general structure while adding its differentia: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "phase_diagram",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A phase diagram presupposes tipping points because it charts the very threshold surfaces that separate qualitatively distinct phases.",
    "reason": "A phase diagram presupposes tipping points because its central content is a partitioning of parameter space by phase boundaries: codimension-one surfaces across which the system undergoes a phase transition, with critical points, triple points, and bifurcations identified as special features. Without the prior commitment that systems can exhibit abrupt qualitative shifts at threshold parameter values, there is nothing to chart, no surfaces to draw, and no distinct phases between which to navigate. Tipping points supply the discontinuities the diagram organizes."
   },
   {
    "child": "phase_separation",
    "parent": "tipping_points_or_phase_transitions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'phase separation is a phase transition, but a specific kind' \u2014 spontaneous SPATIAL demixing driven by like-with-like interaction asymmetry, with coexisting phases and a real interface.",
    "reason": "'phase separation is a phase transition, but a specific kind' \u2014 spontaneous SPATIAL demixing driven by like-with-like interaction asymmetry, with coexisting phases and a real interface. A specialization of the generic phase-transition family. Tipping Points (or Phase Transitions) supplies the genus: Abrupt state change. Phase Separation preserves that general structure while adding its differentia: A previously mixed system spontaneously demixes into distinct, spatially segregated regions once like-with-like interactions outweigh mixing above a threshold. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "punctuated_equilibrium",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The threshold-breach burst is a tipping-point crossing; punctuated_equilibrium presupposes it as one constituent and adds the loading-phase, recurrence, and heavy-tailed increment distribution.",
    "reason": "The threshold-breach burst is a tipping-point crossing; punctuated_equilibrium presupposes it as one constituent and adds the loading-phase, recurrence, and heavy-tailed increment distribution. 'the tipping point is one ingredient of the pattern, not the pattern.'. Tipping Points (or Phase Transitions) supplies the prerequisite condition: Abrupt state change. Punctuated Equilibrium operates against that background: Change runs bimodal in tempo: long intervals of near-stasis that load latent constraint, interrupted by short bursts of correlated structural reorganization. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "symmetry_breaking",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Symmetry breaking typically presupposes a tipping point because spontaneous selection among degenerate ground states characteristically occurs at a critical threshold.",
    "reason": "Symmetry breaking typically presupposes a tipping point because spontaneous symmetry breaking proceeds through a bifurcation: as a control parameter crosses a critical value, the symmetric state loses stability and the system settles into one of several symmetry-related but distinct ground states. That sharp threshold between regimes, mediated by cooperative alignment, is exactly the tipping-point structure. The typical qualifier reflects that explicit symmetry breaking by an external perturbation does not require crossing a critical bifurcation; only the spontaneous variety strictly invokes the phase-transition mechanism."
   },
   {
    "child": "threshold_driven_order_emergence",
    "parent": "tipping_points_or_phase_transitions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Threshold-driven order emergence presupposes tipping points because the discontinuous reorganization at a critical parameter value is structurally the bifurcation a tipping point names.",
    "reason": "Threshold-driven order emergence describes the discontinuous appearance of ordered structure at a critical value of a control parameter, with positive feedback producing the sharpness of the transition \u2014 which is structurally what a tipping point names. Without the tipping-point machinery of alternative stable states with a sharp bifurcation between them driven by positive feedback, there would be no framework for the discontinuous regime change the order-emergence pattern requires. The tipping-point prime supplies the bifurcation-and-stable-state structure that critical-point order emergence inherits."
   }
  ],
  "bloom_and_bust_cycle": [
   {
    "child": "critical_mass",
    "parent": "bloom_and_bust_cycle",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Critical Mass is the framed or domain-specific realization of Bloom And Bust Cycle; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the physics frame is stripped away, the retained structural roles are those of Bloom And Bust Cycle: Saturating growth collapses, and the collapse itself becomes a second, often larger, stressor. Critical Mass adds the local frame and commitments expressed in its identity: The minimum quantity needed to sustain a self-perpetuating process. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "critical_juncture": [
   {
    "child": "critical_period",
    "parent": "critical_juncture",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A time-gated window of malleability for acquiring a configuration is a specific developmental/biological instance of the general sensitive-moment-with-locked-in-divergent-paths structure.",
    "reason": "A time-gated window of malleability for acquiring a configuration is a specific developmental/biological instance of the general sensitive-moment-with-locked-in-divergent-paths structure. Critical Juncture supplies the genus: Moment where small variations produce divergent locked-in paths. Critical Period preserves that general structure while adding its differentia: A time-gated window of elevated malleability during which a configuration can be acquired, after which the same inputs are far harder or impossible to take on. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "nonlinearity": [
   {
    "child": "criticality",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Criticality presupposes nonlinearity because divergent susceptibilities and scale-free fluctuations require failure of superposition.",
    "reason": "Criticality is the state of a system at a phase boundary where response to perturbation becomes unbounded across scales, with diverging correlation length, susceptibility, and power-law event-size distributions. This rests on nonlinearity: the structural failure of superposition in which scaling inputs does not scale outputs proportionally and combined inputs produce new phenomena including thresholds, bistability, and pattern formation. The qualitative regime change at a critical point, where the system transitions between ordered and disordered phases, is impossible in a strictly linear system where any perturbation simply decays additively."
   },
   {
    "child": "diminishing_incremental_gains",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Diminishing incremental gains presupposes nonlinearity because concave saturation of returns is one of nonlinearity's signature shapes.",
    "reason": "Diminishing incremental gains presupposes nonlinearity because its structural claim, that each successive unit of input produces less output than the one before, is precisely a statement of concavity: a nonlinear input-output relation in which scaling does not preserve proportionality. Nonlinearity supplies the general space of relationships in which superposition fails and qualitative features like thresholds and saturation become possible; diminishing gains picks out the concave-saturating subfamily of that space as a domain-general heuristic across learning, utility, exercise, and effort."
   },
   {
    "child": "diminishing_returns",
    "parent": "nonlinearity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Diminishing returns is the specific shape nonlinearity takes when a production function with a fixed factor exhibits eventually-negative second derivative in the variable input.",
    "reason": "Diminishing returns is the structurally-particularized instance of nonlinearity in a production-economic setting: a production function with at least one fixed factor exhibits an eventually-negative second derivative in the variable input, so marginal product declines past a threshold. It carries forward nonlinearity's general commitment that scaling does not preserve proportionality and that concavity and saturation are structural features, and gives this shape the specific economic content of an empirically robust law about marginal, average, and total product under input fixity."
   },
   {
    "child": "dose_response_relationship",
    "parent": "nonlinearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dose-response relationship presupposes nonlinearity because the characteristic curves are sigmoidal with thresholds, saturation, and ceilings rather than proportional.",
    "reason": "Dose-response relationship presupposes nonlinearity because the canonical dose-response curve is structurally nonlinear: it exhibits thresholds below which response is negligible, sigmoidal rise through a sensitive range, and saturation at a ceiling effect. The function's clinically meaningful shape parameters (potency, efficacy, slope, threshold, ceiling) are precisely the features of a nonlinear input-output relation. Without the prior commitment that scaling inputs need not scale outputs proportionally and that thresholds and saturation are structural rather than accidental, dose-response would collapse to a trivial linear scaling."
   },
   {
    "child": "inverted_u_response",
    "parent": "nonlinearity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The inverted-U is a single-peaked non-monotone (hence nonlinear) response shape with an interior optimum where the first derivative is zero.",
    "reason": "The inverted-U is a single-peaked non-monotone (hence nonlinear) response shape with an interior optimum where the first derivative is zero. It is a specialization of nonlinearity (disproportionate, non-proportional output)."
   },
   {
    "child": "synergy_and_antagonism",
    "parent": "nonlinearity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Synergy and Antagonism is the interaction-effect species of Nonlinearity in which a joint response departs from the declared no-interaction baseline for the components acting separately.",
    "reason": "The defining comparison asks whether the combined response can be recovered from an additive, multiplicative, or otherwise declared separable baseline. A non-zero interaction term is a failure of additivity or superposition, the exact structural property Nonlinearity supplies. The child specializes that failure to joint factors and signs the departure as synergistic or antagonistic."
   }
  ],
  "geometric_chronology": [
   {
    "child": "cross_cutting_relationship",
    "parent": "geometric_chronology",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Cross-cutting relationship is geometric chronology specialized to the intersection rule that an interrupting or overprinting feature is younger than the feature it cuts.",
    "reason": "It inherits inference from preserved geometry to a relative temporal order and adds the cross-cutting configuration: one trace interrupts, displaces, or overprints another. Geometric chronology is broader because it also includes superposition, inclusion, and other geometry-to-time rules."
   }
  ],
  "local_to_global_aggregation": [
   {
    "child": "cross_impact_analysis",
    "parent": "local_to_global_aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Cross-Impact Analysis is typically a specialization of Local-to-Global Aggregation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Local-to-Global Aggregation supplies the genus: Locally checkable properties promote to a global verdict under an explicit aggregation discipline. Cross-Impact Analysis preserves that general structure while adding its differentia: Interacting trends. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "local_sequence_legality",
    "parent": "local_to_global_aggregation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Local Sequence Legality is a specialization of Local-to-Global Aggregation, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Local-to-Global Aggregation supplies the genus: Locally checkable properties promote to a global verdict under an explicit aggregation discipline. Local Sequence Legality preserves that general structure while adding its differentia: The acceptability of an arrangement of units drawn from a finite inventory is decided by local constraints over short windows of context, prior to and independent of higher-level interpretation, so global legality is the composition of local verdicts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "synergy_and_antagonism": [
   {
    "child": "crossover_interaction",
    "parent": "synergy_and_antagonism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Crossover Interaction is the sign-reversing species of interaction effect in which one factor's conditional effect is positive at one level of a second factor and negative at another.",
    "reason": "Synergy and Antagonism supplies the general deviation from a no-interaction baseline: the joint response cannot be recovered from context-free component effects. Crossover Interaction specializes that family to the qualitative case where the conditional effect crosses zero and reverses direction across levels of the modifying condition."
   },
   {
    "child": "economies_of_scope",
    "parent": "synergy_and_antagonism",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scope is the specific shape synergy and antagonism takes when shared resources across heterogeneous outputs make joint production cheaper than separate production.",
    "reason": "Economies of scope is the cost-synergy particularization of synergy and antagonism: joint production of distinct outputs produces a combined cost lower than the additive baseline of stand-alone production, because a shared indivisible resource is amortized across heterogeneous uses. Where synergy and antagonism names deviations from a baseline combination rule generally, scope economies specify the baseline (additive cost) and the direction of deviation (sub-additive), with the interaction being the amortization mechanic of the shared substrate."
   },
   {
    "child": "parrondos_paradox",
    "parent": "synergy_and_antagonism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parrondo's Paradox is synergy specialized to state-coupled stochastic processes whose combination reverses negative individual expectations into a positive joint one.",
    "reason": "Its winning mixture is a super-additive interaction relative to the two losing baselines, with shared-state modification and opposite-signed regional effects supplying the child's exact mechanism."
   }
  ],
  "diminishing_returns": [
   {
    "child": "culminating_point",
    "parent": "diminishing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Culmination is the regime PAST where diminishing returns stops applying \u2014 diminishing_returns governs the falling-but-positive arm UP TO the peak, culmination is the sign-FLIP beyond it.",
    "reason": "Culmination is the regime PAST where diminishing returns stops applying \u2014 diminishing_returns governs the falling-but-positive arm UP TO the peak, culmination is the sign-FLIP beyond it. It presupposes the diminishing-returns curve and names where its marginal crosses zero. Distinct kind (sign-flip vs slope-flatten), adjacent on one curve."
   },
   {
    "child": "regime_transition_plateau",
    "parent": "diminishing_returns",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A regime-transition plateau necessarily contains declining marginal gains from the strategy that powered the first regime.",
    "reason": "Diminishing Returns supplies the exhaustion arm of the conjunction. If additional use of the incumbent strategy still produced undiminished gains, the system would not be stalled between regimes; it would merely have an optional future capability to develop. The plateau identity therefore requires diminishing returns inside it, while adding the absent, qualitatively different successor-capability arm that Diminishing Returns alone does not contain."
   }
  ],
  "legitimacy": [
   {
    "child": "cultural_hegemony",
    "parent": "legitimacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Cultural hegemony presupposes legitimacy because it works by securing voluntary consent \u2014 making dominance appear rightful rather than coerced.",
    "reason": "Cultural hegemony presupposes legitimacy because its distinctive mechanism is the production of consent: dominant groups maintain position not chiefly through coercion but by establishing their worldview as common sense, so the existing order appears natural and rightful. That mechanism only works inside legitimacy's prior structure of voluntary compliance based on recognition of rightness. Hegemony inherits legitimacy's general apparatus of authority-treated-as-rightful and specializes it by identifying the cultural-institutional means \u2014 education, media, religion, language \u2014 through which that recognition is manufactured, often in ways that disadvantage those who accept the framing."
   },
   {
    "child": "legitimacy_yielding_inquiry",
    "parent": "legitimacy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The prime is the specific pathology of an inquiry that YIELDS legitimacy while its findings are structurally insulated from the decision; it presupposes legitimacy as the currency it concerns.",
    "reason": "The prime is the specific pathology of an inquiry that YIELDS legitimacy while its findings are structurally insulated from the decision; it presupposes legitimacy as the currency it concerns. 'legitimacy is the currency this prime is about'. Legitimacy supplies the prerequisite condition: Accepted authority. Legitimacy-Yielding Inquiry Insulated from Decision operates against that background: An organisation runs an inquiry, consultation, or review whose nominal purpose is to inform a decision but whose findings are structurally insulated from changing it, so the activity persists because it confers legitimacy rather than because it informs. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "dimension": [
   {
    "child": "curse_of_dimensionality",
    "parent": "dimension",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The curse arises only as the number of relevant dimensions grows; dimensional structure is constitutive of the pathology.",
    "reason": "The curse arises only as the number of relevant dimensions grows; dimensional structure is constitutive of the pathology. Dimension supplies the prerequisite condition: Degrees of freedom in a system. Curse Of Dimensionality operates against that background: Volume, sparsity, and distance intuitions degrade so fast with added dimensions that low-dimensional methods break down qualitatively, not just quantitatively. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "degrees_of_freedom",
    "parent": "dimension",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Degrees of freedom is effective dimension specialized to the count of independent parameters remaining after constraints are imposed.",
    "reason": "Dimension counts independent coordinates needed to specify a configuration. Degrees of Freedom inherits that invariant and fixes how it is obtained: start from candidate parameters and subtract binding constraints, yielding the effective dimension of admissible variation."
   }
  ],
  "oscillation": [
   {
    "child": "damping",
    "parent": "oscillation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Damping commonly acts on Oscillation, but non-oscillatory return and aperiodic fluctuation are valid damping regimes.",
    "reason": "The canonical damping problem begins with an oscillatory mode whose amplitude envelope shrinks as energy is removed, making Oscillation the usual dynamical substrate. It is not universal: at or above critical damping the actual response returns monotonically, and some damping acts on broadband or aperiodic fluctuations. Oscillation is therefore a typical prerequisite rather than an identity requirement."
   }
  ],
  "training_serving_skew": [
   {
    "child": "data_drift",
    "parent": "training_serving_skew",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Data drift is training-serving skew caused by temporal movement in the deployment distribution relative to the learned reference environment.",
    "reason": "Training-serving skew is the general mismatch between preparation and deployment environments. Data drift adds a fixed learned mapping, a reference distribution, and temporal covariate, concept, or label movement that opens the mismatch after deployment."
   }
  ],
  "validation": [
   {
    "child": "data_leakage",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Data leakage presupposes a validation boundary separating information legitimately available at decision time from information reserved for calibration or evaluation.",
    "reason": "The failure is defined by an invalid performance claim: a model, forecast, examination, audit, or blinded assessment is scored as though its decision were made without information that crossed into fitting or calibration. Validation supplies the held-apart reference and the claim of out-of-sample competence; without that separation, the same information flow is ordinary input rather than leakage."
   },
   {
    "child": "extrapolation_beyond_sampled_regime",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Extrapolation beyond a sampled regime presupposes a validation claim whose evidential scope is bounded by the regime on which competence was established.",
    "reason": "The failure is not merely encountering a novel input. It is carrying a competence claim, calibrated confidence display, or rule validated on one regime into another where that evidence does not reach. Validation supplies the original claim and its legitimate evidential envelope."
   },
   {
    "child": "holdout_set",
    "parent": "validation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Holdout Set typically presupposes Validation, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Validation supplies the prerequisite condition: Confirming that an artifact actually solves the intended problem in its real operational context, as distinct from confirming it was merely built to specification. Holdout Set operates against that background: Reserve a disjoint portion of evidence to score a candidate it never shaped. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "past_state_contamination": [
   {
    "child": "data_leakage",
    "parent": "past_state_contamination",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "conditional",
    "reason_short": "Time leakage is the model-evaluation species in which future or held-out information enters fitting, feature construction, calibration, or validation.",
    "reason": "Time leakage is the model-evaluation species in which future or held-out information enters fitting, feature construction, calibration, or validation. Information outside the artifact's declared as-of boundary enters its construction and makes the reported historical or prospective evaluation invalid. The artifact is a statistical or computational model pipeline and the output is contaminated performance, calibration, or deployment evidence. Applies to temporal, look-ahead, and future-derived leakage. Train-test contamination among contemporaneous records can be Data Leakage without a later-to-earlier information channel."
   }
  ],
  "cycle": [
   {
    "child": "deadlock",
    "parent": "cycle",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Deadlock's essential commitment is a circular waiting dependency, which is precisely a closed loop returning to origin in the dependency graph, the structure cycle names.",
    "reason": "Deadlock's essential commitment is a circular waiting dependency, which is precisely a closed loop returning to origin in the dependency graph, the structure cycle names. Cycle supplies the genus: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. Deadlock preserves that general structure while adding its differentia: Mutual blocking processes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "rock_cycle",
    "parent": "cycle",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The rock-cycle pattern contains at least one closed transformation path through which the persisting substance can return to a prior phase-state.",
    "reason": "Remove all closed paths from the rate graph and matter can only progress into terminal sinks; return, bidirectionality, and cycling among legitimate phases disappear. Cycle supplies an internal constituent: A closed path in a network that returns to its origin, opening return, foreclosing ordering, and creating a loop invariant. Rock Cycle requires that role within this mechanism: The same persisting substance moves among a small set of distinct phase-states via named transformations, its identity preserved through phase change while its properties change qualitatively in each phase. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "price_elasticity": [
   {
    "child": "deadweight_loss",
    "parent": "price_elasticity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Deadweight loss typically presupposes price elasticity because the magnitude of welfare lost from a price distortion depends on demand and supply responsiveness.",
    "reason": "Deadweight loss is the reduction in total surplus that results when a market distortion prevents mutually beneficial transactions, measured as the welfare triangle. The size of that triangle is determined by how responsive quantity is to price \u2014 the more elastic supply and demand, the larger the deadweight loss for a given tax or price wedge. Price elasticity supplies the responsiveness parameter that calibrates the magnitude. Deadweight loss as a quantified welfare claim typically presupposes elasticity, though qualitative existence-of-distortion arguments can be made without it, hence typical."
   },
   {
    "child": "efficiency_rebound",
    "parent": "price_elasticity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The magnitude of efficiency rebound is typically governed by how strongly activity volume responds to the resulting fall in effective price.",
    "reason": "Direct rebounds in market activities are naturally parameterized by price elasticity. Indirect, economy-wide, and shadow-price responses can occur without a single observable market-price elasticity, so the dependency is typical rather than strict."
   }
  ],
  "pareto_efficiency": [
   {
    "child": "deadweight_loss",
    "parent": "pareto_efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Deadweight loss presupposes Pareto efficiency because the welfare benchmark from which the loss is measured is the no-Pareto-improvement-available allocation.",
    "reason": "Deadweight loss is the reduction in total surplus relative to a benchmark welfare allocation that distortions prevent the market from reaching. The benchmark is the competitive-equilibrium allocation with no market failures \u2014 precisely the Pareto-efficient frontier where no change can make anyone better off without making someone worse off. Pareto efficiency supplies exactly that benchmark: the set of allocations from which no Pareto improvement is available. Deadweight loss is meaningful only against this benchmark, presupposing Pareto efficiency as the reference point from which welfare losses are measured."
   },
   {
    "child": "price_of_anarchy",
    "parent": "pareto_efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The worst-case ratio of selfish-equilibrium cost to the central-planner SOCIAL OPTIMUM presupposes a welfare/efficiency benchmark (the optimum it measures the gap against).",
    "reason": "The worst-case ratio of selfish-equilibrium cost to the central-planner SOCIAL OPTIMUM presupposes a welfare/efficiency benchmark (the optimum it measures the gap against). Pareto Efficiency supplies the prerequisite condition: Optimal allocation. Price of Anarchy operates against that background: The worst-case ratio between the aggregate cost of selfish equilibrium play and the cost under centralized optimal coordination. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "computability": [
   {
    "child": "decidability_computability",
    "parent": "computability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'Logical decidability is one instance of the computability partition' \u2014 decidability concerns a formal system's mechanical settleability; computability is the broader medium-neutral boundary.",
    "reason": "'Logical decidability is one instance of the computability partition' \u2014 decidability concerns a formal system's mechanical settleability; computability is the broader medium-neutral boundary. computability is the genus. decidability_computability is the survivor. Computability supplies the genus: The in-principle boundary between problems an effective procedure can solve and those none can. Decidability Computability preserves that general structure while adding its differentia: A class of yes/no questions admits a finite procedure that always terminates with the correct answer. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "reversibility_and_irreversibility": [
   {
    "child": "decision",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A decision presupposes reversibility and irreversibility because every selection carries an implicit commitment to a position on the reversal-cost dimension.",
    "reason": "A decision is the moment when deliberation collapses into commitment, and the structure of that commitment is defined by where it sits on the reversibility dimension: whether the chosen path can be unwound, at what cost, and within what window. Without the prior distinction between reversible and irreversible action, a decision would have no commitment dimension \u2014 no closing-off of alternatives, no resource locking, no preserved or sacrificed flexibility. The reversibility property is what gives decisions their consequential weight."
   },
   {
    "child": "fail_safe",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fail-Safe presupposes Reversibility and Irreversibility: design must classify which post-failure states are safe to settle into and which must be avoided.",
    "reason": "Fail-Safe arranges the system so that its default post-failure state is the least harmful available \u2014 gates default closed, brakes default engaged, valves default safe \u2014 rather than devolving into an uncontrolled state. Choosing such a default requires weighing which transitions are reversible (and so tolerable as a halt state) against which are irreversible (and so must be avoided). That is the apparatus of Reversibility and Irreversibility. Fail-Safe presupposes the reversibility distinction to identify which failure state to engineer toward."
   },
   {
    "child": "inversion",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Inversion presupposes reversibility because reversing a relation, sequence, or dependency requires that the operation admits an inverse.",
    "reason": "Inversion reverses a relation, sequence, or structure, producing the dual or converse form. This presupposes reversibility: the structural property of whether an action or transition can be undone or restored, with reversibility-as-option distinguished from irreversibility-as-commitment. Inversion can be applied only to relations and operations that admit an inverse; an irreversible process cannot be inverted in the operational sense, only reasoned about counterfactually. The existence of R^(-1) given R, and the preservation under composition with the inverse, are exactly the structural conditions reversibility names."
   },
   {
    "child": "irreversibility",
    "parent": "reversibility_and_irreversibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Irreversibility is a specialization of reversibility-and-irreversibility focused specifically on the one-way pole of the dual structure.",
    "reason": "Irreversibility is a specialization of the broader reversibility-and-irreversibility structure, isolating the case where the process has a privileged direction and restoration to the prior state is structurally precluded without compensating environmental change. It inherits the general framework of whether system transitions can be undone and specializes by fixing the answer to one-way: entropy increase, lost information, broken-symmetry selections, sunk costs that cannot be recovered. The reversibility-irreversibility pair frames the dual options; irreversibility names the commitment pole \u2014 locked-in resources, closed pathways, thermodynamic or practical infeasibility of return."
   },
   {
    "child": "optionality",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality presupposes reversibility and irreversibility because an option's value depends on the asymmetry between flexible upside and bounded committed downside.",
    "reason": "Optionality is the structure of bounded downside and preserved upside choice, which requires the underlying distinction between paths that lock in commitment and paths that retain flexibility. Without the reversibility-irreversibility dimension, there would be no asymmetry to capture: the value of holding an option is precisely the value of remaining on the reversible side until exercise. The premium paid for an option is the price of avoiding premature irreversibility, so the parent prime's distinction is logically prior to optionality's payoff structure."
   },
   {
    "child": "relationship_specific_investment",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A relationship-specific investment contains an irreversible commitment decision: resources are sunk into a configuration and cannot be costlessly restored or redeployed once the partner-specific asset exists.",
    "reason": "The exposure is measured by the restoration or redeployment gap between the asset's inside value and next-best outside value. Preserving reversibility reduces specificity and forfeits surplus; committing irreversibly creates quasi-rent and closes alternative paths\u2014the prime's exact choice spectrum."
   },
   {
    "child": "return_path",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Reversibility is the PROPERTY (can a change be undone in principle); return_path is the separately-designed INFRASTRUCTURE that makes reversal operationally available.",
    "reason": "Reversibility is the PROPERTY (can a change be undone in principle); return_path is the separately-designed INFRASTRUCTURE that makes reversal operationally available. The infrastructure presupposes the property \u2014 a system reversible in principle may have no return path in practice. Reversibility and Irreversibility supplies the prerequisite condition: Actions or transitions may or may not be undone or reverted. Return Path operates against that background: Every forward-flow pipeline serving goal-directed users requires a separately-designed backward channel whose optimisation criteria invert the forward channel's. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "reversibility_horizon",
    "parent": "reversibility_and_irreversibility",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reversibility horizon is the specific shape reversibility takes when reversal cost rises over time, converting a reversible decision into an effectively irreversible one.",
    "reason": "Reversibility horizon is the temporal-threshold particularization of the reversibility-versus-irreversibility dimension: it names the moment in a decision's timeline at which the cost of reversal crosses the cost of committing forward. Where the parent prime treats reversibility as a structural property of actions, the horizon adds the time dimension along which that property degrades, so that an action which was reversible early becomes effectively irreversible later as sunk costs, ecosystem dependencies, and lock-in accumulate."
   },
   {
    "child": "sunk_cost_and_irreversible_commitment",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sunk cost and irreversible commitment presupposes reversibility and irreversibility because the structural difficulty of reversal is what gives sunk costs their behavioral grip.",
    "reason": "Sunk cost and irreversible commitment names the tension between the rational irrelevance of past expenditure and its observed behavioral weight, which presupposes the underlying distinction between actions that can be unwound and actions that cannot. Without the reversibility dimension, there would be no irreversibility to make sunk costs structurally binding and no contrast between the rational forward-looking criterion and the psychological pull of past commitment. The parent prime supplies the substrate on which sunk-cost dynamics operate."
   },
   {
    "child": "transaction",
    "parent": "reversibility_and_irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transaction presupposes Reversibility and Irreversibility: atomicity and rollback require the option to undo a partial commit before observers see it.",
    "reason": "A transaction guarantees that a multi-step state change either commits in full or aborts with no partial effects visible to others, which requires the system to retain the option of rolling effects back before they become durable. That option is the reversibility side of Reversibility and Irreversibility, and the commit boundary marks the irreversibility transition. The ACID atomicity guarantee presupposes the reversible-then-irreversible distinction as its structural ground."
   }
  ],
  "stage_gate_process": [
   {
    "child": "decision",
    "parent": "stage_gate_process",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Each gate is a `decision` (resolve advance/terminate/revert); the prime is the structured sequence of gate decisions.",
    "reason": "Each gate is a `decision` (resolve advance/terminate/revert); the prime is the structured sequence of gate decisions. a decision is the 'building block' of which stage-gate is a sequence. After the cognitive_science frame is stripped away, the retained structural roles are those of Stage Gate Process: Partition a long commitment into evidence-gated stages with escalating commitment and a funnel of kills. Decision adds the local frame and commitments expressed in its identity: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "cognitive_resource_depletion": [
   {
    "child": "decision_fatigue",
    "parent": "cognitive_resource_depletion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Decision fatigue is a specialization of cognitive resource depletion in which the depleting capacity is sustained deliberative choice.",
    "reason": "Decision fatigue is a specialization of cognitive resource depletion in which the consumed capacity is specifically that for effortful deliberative choice. It inherits the general depletion pattern of time-dependent performance decay under sustained use, reversible by rest, and distinguishes itself by tying the consumption to extended sequences of decisions and by registering its signature in choice-quality markers: more defaults, more impulsivity, more status-quo bias, more errors late in the sequence than early. The substrate is the same depleting resource; the specialization fixes its expenditure to decision-making."
   }
  ],
  "time": [
   {
    "child": "deep_time",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Deep time presupposes time because its content is the cognitive frame adopted for timescales of millions to billions of years.",
    "reason": "Deep time presupposes time because its content is a re-framing of the temporal dimension at scales vastly beyond biographical or historical horizons \u2014 geological, evolutionary, cosmological. It inherits time's structural commitment to ordered succession with measurable duration and irreversible direction, particularized to the very-long-timescale regime where processes invisible on human timescales become dominant and human intuition systematically underestimates duration. Deep time is time read at log-scale."
   },
   {
    "child": "geometric_chronology",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Geometric chronology presupposes temporal succession because its spatial rules recover an earlier-later relation among events.",
    "reason": "Superposition, cross-cutting, inclusion, and overprint are meaningful as chronology only relative to time's ordering dimension; geometry supplies evidence for that order but is not itself the temporal relation."
   },
   {
    "child": "gradual_deterioration",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gradual Deterioration presupposes Time: incremental decay is by definition the integration of stress over temporal extent.",
    "reason": "Gradual deterioration is decay accumulated as stress is applied across temporal duration, with the present capacity a function of integrated history. The very content of the prime \u2014 that small persistent stressors below the immediate failure threshold accumulate into substantial decline \u2014 requires Time as the ordered dimension along which the stressors are distributed and the accumulation runs. Without temporal extent there is no integration interval and no gradual pattern; deterioration presupposes time as its supporting dimension."
   },
   {
    "child": "latency",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Latency presupposes time because the irreducible interval between stimulus and response is a temporal duration measured along time's ordering.",
    "reason": "Latency is the irreducible time interval between stimulus and observable response \u2014 the transit cost of a single signal through a channel or process. The construct is constitutively temporal: it measures the gap between an input event and its corresponding output event along the earlier-to-later dimension. Time supplies that ordering with measurable duration and irreversible succession. Without time as a structural foundation, there would be no interval to measure, no past input distinct from present output, and no characteristic delay distinguishing latency from throughput."
   },
   {
    "child": "path_dependence",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Path dependence presupposes time because outcomes constrained by historical trajectory require the temporal ordering of earlier and later states.",
    "reason": "Path dependence presupposes time because the claim that present possibilities depend constitutively on the specific historical trajectory of past choices requires the temporal ordering of earlier and later states with irreversible succession. Without time's privileged direction \u2014 earlier states fixing branching points that constrain later ones \u2014 there would be no sequence in which past decisions could foreclose alternatives or accumulate constraints. Time supplies the directed-ordering substrate that makes the historical trajectory a structurally meaningful determinant of present state, not a redundancy on top of current conditions plus exogenous shock."
   },
   {
    "child": "sequencing",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Sequencing presupposes time because the deliberate arrangement of steps to produce value requires an underlying earlier-to-later ordering of events.",
    "reason": "Sequencing is the active design problem of arranging steps so their order produces measurable value, satisfying precedence and resource constraints. The very notion of an arrangement that runs from before to after requires a dimension along which events can be ordered with irreversible succession \u2014 exactly what time supplies. Without time's earlier-later ordering and arrow, there would be no succession to design, no prerequisites to honor, and no critical path to optimize. Sequencing operates as a deliberate choice over the substrate that time provides."
   },
   {
    "child": "stationarity",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stationarity presupposes time because its claim is precisely that statistical characteristics remain invariant across translations along the temporal dimension.",
    "reason": "Stationarity presupposes time because its content is a time-translation invariance claim: the statistical generating rules of the process are the same at t as at t+\u03c4. Without time's structural commitment \u2014 an ordered dimension along which events succeed, with measurable duration \u2014 there would be no axis along which to assert translation invariance. The notion that distributions \"do not drift\" is precisely a statement about constancy under shifts in the temporal coordinate."
   },
   {
    "child": "synchronic_vs_diachronic_analysis",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Synchronic vs. diachronic analysis presupposes time because the distinction is a methodological choice about whether to hold time fixed or trace it.",
    "reason": "Synchronic vs. diachronic analysis presupposes time because the methodological distinction it draws \u2014 holding time fixed (cross-sectional structure) versus tracing it (evolution over duration) \u2014 is meaningless without time's ordered-succession structure as the dimension to either fix or unfold. It inherits time's commitment to a temporal axis with measurable duration and irreversible direction, particularized to the analytical-frame-choice case where the investigator selects which face of the temporal extent to foreground."
   },
   {
    "child": "temporal_decay_and_degradation",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal decay and degradation presupposes time because systematic diminishment of properties requires a dimension along which the diminishment unfolds.",
    "reason": "Temporal decay and degradation is the pattern in which system properties systematically diminish through use, exposure, or aging, following predictable functional forms like exponential or power-law decline. The very notion of diminishment-over-duration requires a dimension along which earlier-to-later ordering and irreversible succession hold. Time supplies that substrate: a measurable ordering parameter with an arrow distinguishing past from future. Without time as the structural foundation for change and entropy increase, there is no duration over which decay can accumulate and no irreversibility to give degradation its characteristic direction."
   },
   {
    "child": "temporal_dynamics",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal dynamics presupposes time because its content is precisely that timing, sequencing, and duration of events drive system behavior.",
    "reason": "Temporal dynamics presupposes time because its structural claim \u2014 that the when and order of events matter as much as their occurrence \u2014 operates on time's apparatus: ordered succession, measurable duration, irreversible direction. It inherits time's commitment that the temporal dimension is constitutive of how systems evolve and how causation propagates, and uses that apparatus to formulate sensitivity to lead times, sequencing, and rhythm. Without time's ordering and duration structure, temporal dynamics has no variables to track."
   },
   {
    "child": "time_preference_discounting_future",
    "parent": "time",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time preference presupposes time because discounting only makes sense when outcomes are ordered along a present-to-future axis.",
    "reason": "Time preference is the systematic weighting of present outcomes more heavily than equally-magnituded delayed ones, formalized through discount rates applied to future utility. The whole construction requires time to be in place as a dimension along which events are ordered earlier-to-later with a privileged direction. Without that temporal axis there is no delay to discount, no future to weigh, and no preference between present and future to express. Time supplies the directional ordering that time preference then assigns subjective weights along, so it cannot operate without time as its substrate."
   }
  ],
  "habituation": [
   {
    "child": "defamiliarization",
    "parent": "habituation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Defamiliarization presupposes a habituated, stimulus-specific loss of orienting response that an estranging re-presentation can interrupt.",
    "reason": "The familiar object's repeated inconsequential presentation has already reduced deliberate attention even though the perceiver remains capable of responding. Without that habituated automatism there is nothing for estrangement to break and no recovery of attention that distinguishes the technique from merely presenting something novel."
   },
   {
    "child": "habituation_to_repeated_signal",
    "parent": "habituation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habituation to repeated signal is general habituation specialized to a condition-flagging channel whose false-positive history also degrades the receiver's posterior and creates an ignore equilibrium.",
    "reason": "Both require repeated exposure to reduce response as a stimulus proves unworthy of its initial recruiting force. The child adds a finite-specificity signal channel, base-rate degradation, rational posterior collapse, and the operator pathology of adding more alarms."
   }
  ],
  "redundancy": [
   {
    "child": "defense_in_depth",
    "parent": "redundancy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Defense in depth specializes redundancy: it layers barriers FOR failure ABSORPTION UNDER ATTACK, with INDEPENDENCE OF failure MODES load-bearing and an optimizing adversary seeking the correlated breach.",
    "reason": "Defense in depth specializes redundancy: it layers barriers FOR failure ABSORPTION UNDER ATTACK, with INDEPENDENCE OF failure MODES load-bearing and an optimizing adversary seeking the correlated breach. Plain redundancy duplicates for reliability against RANDOM failure. 'defense in depth specifically denotes layering for failure absorption under attack' \u2014 the adversarial specialization of stacked-multiples. Redundancy supplies the genus: Duplicate critical components. Defense In Depth preserves that general structure while adding its differentia: Stacking multiple independent protective layers between threat and asset so that only a correlated breach across all layers produces total loss. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "functional_redundancy_degeneracy",
    "parent": "redundancy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Functional redundancy is a specialization of redundancy in which the duplicated elements are non-identical pathways that converge on the same function.",
    "reason": "Functional redundancy specializes redundancy by relaxing the duplicate-component constraint: instead of identical replicas, multiple non-identical mechanisms each suffice for the critical function, so the loss of any one leaves the function intact. Where redundancy names deliberate duplication for fault tolerance with independence of failure as the central design variable generally, functional redundancy specifies that the duplicates are structurally diverse pathways, which both reduces common-mode failures and broadens the operating envelope across conditions where any single mechanism might be impaired."
   },
   {
    "child": "parallel_independent_inspection",
    "parent": "redundancy",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parallel independent inspection gains coverage by duplicating the inspection role across partially independent inspectors.",
    "reason": "Parallel independent inspection gains coverage by duplicating the inspection role across partially independent inspectors. After the operations_research frame is stripped away, the retained structural roles are those of Redundancy: Duplicate critical components. Parallel Independent Inspection adds the local frame and commitments expressed in its identity: Defect coverage of a fixed artifact rises with the number and diversity of independent inspectors working in overlapping parallel. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "swiss_cheese_model",
    "parent": "redundancy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The Swiss cheese model is 'redundancy WITH the independence assumption made explicit and challenged' \u2014 it foregrounds the hole-correlation structure redundancy buries.",
    "reason": "The Swiss cheese model is 'redundancy WITH the independence assumption made explicit and challenged' \u2014 it foregrounds the hole-correlation structure redundancy buries. Presupposes stacked redundant layers; adds the decisive decorrelation variable. (defense_in_depth is the slogan it sharpens.). Redundancy supplies the prerequisite condition: Duplicate critical components. Swiss Cheese Model (Layered Defense with Aligning Holes) operates against that background: Catastrophe occurs only when a hazard finds a trajectory through a hole in every serial defensive layer at once, so the key variable is the correlation of holes across layers. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "modularity": [
   {
    "child": "design_for_lifecycle_adaptability",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Design for lifecycle adaptability typically presupposes modularity because the future changes it accommodates are absorbed at module boundaries.",
    "reason": "Design for lifecycle adaptability deliberately structures systems so they can be modified, upgraded, or repurposed across operational life without excessive cost. The practical mechanism is typically modular structure: changes are absorbed by replacing or reconfiguring discrete modules without rippling through the whole. Modularity supplies the decomposition into independently revisable components with stable interfaces. Lifecycle adaptability rides on this organization to keep modification cost bounded, though some adaptability strategies use redundancy or parameterization without strict modularity, so the dependence is typical rather than strict."
   },
   {
    "child": "holarchy",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Holarchy presupposes modularity because each holon's dual-facing identity as whole-and-part requires the well-bounded self-contained module that modularity supplies.",
    "reason": "A holarchy is a nested ordering whose every unit is a holon, simultaneously a whole with respect to its parts and a part with respect to the level above. This presupposes modularity: decomposition into discrete, largely self-contained components with stable interfaces. Each holon must be self-contained enough to be a whole downward (internally coherent module) while interfacing cleanly enough to be a part upward (composable with peers). Without modularity's commitment to bounded units with explicit interfaces, the Janus-faced identity collapses; the holon needs the modular structure to face both directions coherently."
   },
   {
    "child": "interoperability",
    "parent": "modularity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interoperability is a specific kind of modularity, requiring components to compose via shared interface specifications.",
    "reason": "Interoperability is a specialization of modularity. The general pattern decomposes a system into discrete components with stable interfaces defining what each provides and depends on, enabling independent design and modification. Interoperability instantiates this across system boundaries: distinct, independently-designed systems can compose and cooperate provided they conform to shared specifications, moving from one-off integration to systematic compatibility. The shared protocol or standard is the stable interface; conformance is the modularity commitment extended across organizational and implementation boundaries. It is modularity as the ecosystem-level capacity for any two protocol-conforming systems to interoperate."
   },
   {
    "child": "message_passing",
    "parent": "modularity",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Message passing enforces modular boundaries \u2014 autonomous private state interacting only through interfaces is modular decoupling realized.",
    "reason": "Message passing enforces modular boundaries \u2014 autonomous private state interacting only through interfaces is modular decoupling realized. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Message Passing operates against that background: Autonomous holders of private state interact only through discrete addressed messages over intermediating channels. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "open_closed_principle",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Modularity is 'the prerequisite substrate \u2014 a system carved into parts with hidden internals'; OCP layers a directional change-stance (sealed kernel and additive surface and gate) onto a modular partition.",
    "reason": "Modularity is 'the prerequisite substrate \u2014 a system carved into parts with hidden internals'; OCP layers a directional change-stance (sealed kernel and additive surface and gate) onto a modular partition. Presupposes modularity; adds the additive-vs-destructive asymmetry. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Open-Closed Principle operates against that background: Harden a stable kernel against modification and route all change through an open extension surface. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "pipeline",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A pipeline presupposes modularity because the discrete separable stages with well-defined interfaces are exactly modular components.",
    "reason": "A pipeline divides a workflow into discrete, separable stages, each accepting outputs from the prior stage and producing inputs for the next, enabling overlap and parallelism. This presupposes modularity: decomposition into discrete, largely self-contained components with stable interfaces that define what each provides and what it depends on. Each pipeline stage is a module whose interface to neighbours is the stage's input and output types. Without modularity's commitment to clear boundaries and stable interfaces, stages could not be designed, tested, replaced, or run concurrently in isolation from one another."
   },
   {
    "child": "platform_design",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Platform design presupposes modularity because the stable core and pluggable derivatives architecture is exactly modular decomposition with stable interfaces.",
    "reason": "Platform design creates a stable core foundation on which independent derivative applications are built without redesigning the core, with explicit interfaces letting external builders add specialized layers. This architecture is constituted by modularity: discrete components with well-defined boundaries, stable interfaces that decouple platform from applications, and low coupling between core and derivatives. Modularity supplies exactly this decomposition principle. Platform design presupposes it as the structural pattern that makes a stable core with interchangeable derivatives possible at all, so the platform discipline is modularity in a particular configuration."
   },
   {
    "child": "rhetorical_velocity",
    "parent": "modularity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Rhetorical Velocity presupposes Modularity, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Modularity supplies the prerequisite condition: Breaks systems into smaller units. Rhetorical Velocity operates against that background: Compose an artefact in anticipation of how others will cut, remix, and forward its fragments. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "separation_of_powers",
    "parent": "modularity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Separation of powers is a specialization of modularity in which governmental functions are decomposed into independent branches with defined interfaces.",
    "reason": "Separation of powers is a specialization of modularity. The general modularity pattern decomposes a system into discrete, largely self-contained components with stable interfaces, reducing coupling and increasing cohesion so each module can be understood and revised independently. Separation of powers applies this architecture to governance: legislative, executive, and judicial functions are partitioned into branches with defined interfaces (lawmaking, enforcement, adjudication) and independence of operation. The same decomposition-with-stable-interfaces logic of modularity applies, with governmental function as the specific axis of partition and checks-and-balances as the specific interface contract."
   },
   {
    "child": "substitutability",
    "parent": "modularity",
    "type": "composition",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Substitutability presupposes the stable, well-defined module interfaces modularity provides \u2014 swap one component for another behind the interface.",
    "reason": "Substitutability presupposes the stable, well-defined module interfaces modularity provides \u2014 swap one component for another behind the interface. Modularity supplies the prerequisite condition: Breaks systems into smaller units. Substitutability operates against that background: One component replaces another without functional degradation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "affordance": [
   {
    "child": "designed_out_misuse",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The deliberate ASYMMETRIC editing of an affordance set so the misuse path is costly while the legitimate path stays free; affordance is the raw material, this is the design move performed ON affordances.",
    "reason": "The deliberate ASYMMETRIC editing of an affordance set so the misuse path is costly while the legitimate path stays free; affordance is the raw material, this is the design move performed ON affordances. 'affordance is the material; this is the design move'. Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Designed-Out Misuse operates against that background: Affordances and defaults are arranged so the misuse path is costly or impossible while the legitimate path stays easy, preventing harm before enforcement has to act. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "invisible_affordance",
    "parent": "affordance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every Invisible Affordance is a genuine affordance whose action-possibility exists but is absent from every surface the prospective user reliably samples.",
    "reason": "Invisible Affordance inherits Affordance's real agent-environment fit: the capability genuinely supports an action for the relevant user. It adds an announcement apparatus, a sampled-surface set, and a mismatch that excludes the real option from the user's perceived option set. An invisible affordance cannot lack the underlying affordance, while ordinary affordances may be visible; the relation is therefore strict one-way specialization rather than a sibling analogy."
   },
   {
    "child": "signifier",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'s defining boundary: an affordance is what the world makes POSSIBLE; a signifier makes the affordance PERCEIVABLE.",
    "reason": "'s defining boundary: an affordance is what the world makes POSSIBLE; a signifier makes the affordance PERCEIVABLE. The signifier presupposes a latent affordance to advertise (they fail independently). Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Signifier operates against that background: A perceptible cue placed on or near an action possibility so the possibility is recognized in time to be used\u2014what makes an affordance perceivable, not what makes it possible. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "substrate_cued_behavior_recruitment",
    "parent": "affordance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Recruitment is built directly on affordances \u2014 'the affordance is the pre-existing perception-to-action link the prime's third role names; recruitment is what a designer does with it.' Affordance is the descriptive capacity; recruitment deliberately engages it to elicit a chosen behavior.",
    "reason": "Recruitment is built directly on affordances \u2014 'the affordance is the pre-existing perception-to-action link the prime's third role names; recruitment is what a designer does with it.' Affordance is the descriptive capacity; recruitment deliberately engages it to elicit a chosen behavior. Presupposes affordance (the engaged link). Affordance supplies the prerequisite condition: An action possibility offered by the fit between an agent and its environment. Substrate-Cued Behavior Recruitment operates against that background: Modifying a substrate so that perceiving it elicits a target behavior without explicit instruction. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "revealed_preference": [
   {
    "child": "desire_path",
    "parent": "revealed_preference",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the route-design frame leaves inference of latent preference from a durable trace of costly observed choices rather than stated reports.",
    "reason": "Desire paths add a prescribed route, an inscribing substrate, repeated traversal, and a redesign response to the portable revealed-preference inversion from behavior to what users value or need."
   },
   {
    "child": "stated_revealed_preference_gap",
    "parent": "revealed_preference",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains the choice-based estimate inferred from what the agent does when alternatives and consequences are present.",
    "reason": "The second side must be an ordering inferred from observed choice under a documented menu and cost structure. Remove Revealed Preference and only a report remains, so the defining two-channel divergence disappears."
   }
  ],
  "relation": [
   {
    "child": "develops_from_relation",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Develops_from is a relation but a highly-specified one \u2014 one continuant through directed, qualitatively-distinct, rule-governed stages \u2014 adding the four commitments (continuant identity, directed ordering, qualitative change, generative rule) the bare relation lacks.",
    "reason": "Develops_from is a relation but a highly-specified one \u2014 one continuant through directed, qualitatively-distinct, rule-governed stages \u2014 adding the four commitments (continuant identity, directed ordering, qualitative change, generative rule) the bare relation lacks. A typed directed identity-preserving edge as against an unlabeled link. Relation supplies the genus: Describes associations or dependencies. Develops-From Relation preserves that general structure while adding its differentia: A later entity came to be by stage-wise transformation of a continuing predecessor, the same continuant passing through directed, qualitatively distinct stages under a generative rule. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "located_in_relation",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Located_in is a relation but the specific mereotopological within-a-region-at-a-time relation with its own inference rules (no transitivity into parthood, time-indexed, non-constitutive) the generic relation lacks.",
    "reason": "Located_in is a relation but the specific mereotopological within-a-region-at-a-time relation with its own inference rules (no transitivity into parthood, time-indexed, non-constitutive) the generic relation lacks. Relation supplies the genus: Describes associations or dependencies. Located-In Relation preserves that general structure while adding its differentia: One entity is situated within the region of another at a time, without that entity being a part of, or strictly contained by, the location. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "mach_s_principle",
    "parent": "relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mach's principle presupposes relation because it grounds inertia in a body's relation to the total matter distribution.",
    "reason": "Mach's principle presupposes relation because its entire claim is that inertia is not intrinsic to a body but arises from how the body stands in association with the rest of the universe's matter. Without the prior availability of a well-defined association-between-elements that can hold across distance and configuration, there is nothing for inertial structure to depend on. Relation supplies the general apparatus of specifying which entities stand together under a designated link; Mach's principle imports that apparatus and asserts that the inertial link is the one that constitutes mass."
   },
   {
    "child": "order",
    "parent": "relation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Order presupposes relation because a ranking is a particular binary relation satisfying transitivity together with reflexivity or irreflexivity and antisymmetry or asymmetry.",
    "reason": "Order presupposes relation because an order is, formally, a binary relation on a set obeying additional structural axioms: transitivity together with reflexivity and antisymmetry, or irreflexivity and asymmetry. Without the prior availability of relation as a designated pattern of association picking out which tuples stand together, there is no substrate on which the order axioms can act. Relation supplies the general apparatus of well-defined association; order adds the specific axioms that turn that association into a ranking with precedence."
   },
   {
    "child": "predicate",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'a predicate is a one-PLACE relation, a relation is a multi-place predicate.' A (one-place) predicate is the unary special case of a relation; relation is the genus.",
    "reason": "'a predicate is a one-PLACE relation, a relation is a multi-place predicate.' A (one-place) predicate is the unary special case of a relation; relation is the genus. Relation supplies the genus: Describes associations or dependencies. Predicate preserves that general structure while adding its differentia: A testable yes-or-no property of an object, returning a truth value. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "supersession",
    "parent": "relation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Supersession is a Relation specialized by predecessor, successor, shared role, explicit displacement, and a fixed temporal direction.",
    "reason": "Membership is decidable over an ordered pair in a role context and supports inverse lookup. The child adds role continuity, one-way loss of operative standing, preservation of the former occupant for history, and migration."
   }
  ],
  "inquiry_based_learning": [
   {
    "child": "dialectic",
    "parent": "inquiry_based_learning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dialectic presupposes inquiry-based learning because its elenchic question-answer-clarification cycle is the inquiry stance applied through structured dialogue.",
    "reason": "Dialectic presupposes inquiry-based learning because the multi-interlocutor exchange depends on the stance that understanding arises by formulating questions, testing claims against evidence and counter-position, and revising in light of what the exchange surfaces. Without inquiry's commitment to investigation-driven knowing -- problematic situation, evidence-gathering, explanation-construction, revision -- the elenchus collapses to mere debate. Dialectic specializes the inquiry stance by routing the investigation through structured dialogue between competing positions rather than a solo investigator's confrontation with a phenomenon."
   }
  ],
  "signal_decay_and_fadeout": [
   {
    "child": "differential_decay",
    "parent": "signal_decay_and_fadeout",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Differential_decay is the child that enriches generic decay: two COUPLED signals fade at DIFFERENT rates, so the survivor carries a meaning the pair never asserted (often a sign flip) \u2014 a CONTENT transformation, where signal_decay_and_fadeout is a MAGNITUDE reduction.",
    "reason": "Differential_decay is the child that enriches generic decay: two COUPLED signals fade at DIFFERENT rates, so the survivor carries a meaning the pair never asserted (often a sign flip) \u2014 a CONTENT transformation, where signal_decay_and_fadeout is a MAGNITUDE reduction. generic decay reduces magnitude, differential decay reshapes content. Signal Decay and Fadeout supplies the genus: Signals, influence, or effects systematically weaken over time or space. Differential Decay preserves that general structure while adding its differentia: Two coupled signals decay at different rates, so the surviving component carries forward a meaning the original pair never intended \u2014 often with a sign flip. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "diminishing_incremental_gains": [
   {
    "child": "diminishing_returns",
    "parent": "diminishing_incremental_gains",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The law of diminishing returns is a specialization of diminishing incremental gains restricted to production with at least one fixed input.",
    "reason": "The law of diminishing returns is a specialization of diminishing incremental gains restricted to the technological setting of a production process with at least one fixed factor, where the marginal product of a variable input eventually declines. It inherits the general concave input-output pattern that each successive unit yields a smaller increment, and specializes by fixing the domain to production economics, the cause to the fixed-factor constraint, and the variables to marginal, average, and total products. The broader heuristic of diminishing gains covers learning curves, utility, and effort; the law isolates the production-function instance with formal microeconomic predictions."
   },
   {
    "child": "diseconomies_of_scale",
    "parent": "diminishing_incremental_gains",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Diseconomies of scale is the extension of diminishing marginal contribution into per-unit-cost reversal past a threshold scale.",
    "reason": "Diseconomies of scale is the extension of diminishing marginal contribution into per-unit-cost reversal past a threshold scale. Diminishing Incremental Gains supplies the genus: Reduced benefit per unit. Diseconomies of Scale preserves that general structure while adding its differentia: Rising per-unit cost once scale grows past a point. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "time_value_of_money": [
   {
    "child": "discounting_present_value",
    "parent": "time_value_of_money",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is the specific shape time value of money takes as the quantitative technique for converting future cash flows into present-value equivalents.",
    "reason": "Discounting is the operational particularization of time value of money: it provides the formula and procedure (C/(1+r)^t or C\u00b7exp(-rt)) for converting future cash flows into present-equivalent amounts using a discount rate that encodes time preference, opportunity cost, and risk adjustment. Where time value of money names the foundational principle that a unit of currency today is worth more than the same unit later, discounting fixes the quantitative apparatus \u2014 the rate, the compounding scheme, the present-value computation \u2014 that operationalizes the principle for decision analysis."
   }
  ],
  "time_preference_discounting_future": [
   {
    "child": "discounting_present_value",
    "parent": "time_preference_discounting_future",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Discounting is the specific shape time preference takes when its psychological weighting is operationalized as a discount-rate formula converting future cash flows to present value.",
    "reason": "Discounting is the structurally-particularized instance of time preference in finance and economic analysis: the psychological weighting of present over future is turned into an explicit discount rate r and a formula C divided by one plus r to the t (or continuous exponential) that converts a future cash flow into its present-value equivalent. It carries forward time preference's general commitment that delayed outcomes count for less than immediate ones, and gives this idea its specific quantitative shape in NPV, IRR, and discounted-cash-flow analysis."
   },
   {
    "child": "temporal_inconsistency_and_preference_reversals",
    "parent": "time_preference_discounting_future",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal inconsistency presupposes time preference because preference reversal as the horizon shortens is generated by non-exponential discounting of the future.",
    "reason": "Temporal inconsistency is the pattern in which preference orderings reverse as the decision horizon approaches \u2014 the agent prefers X to Y when both are distant but Y to X when Y is imminent. The structural source of the reversal is non-constant time preference: discount rates that fall steeply at short horizons (hyperbolic discounting) generate exactly this inversion. Time preference supplies the underlying discounting machinery; temporal inconsistency is the behavioral consequence that emerges when that machinery deviates from the constant-rate exponential form, so it presupposes time preference as its generator."
   },
   {
    "child": "time_value_of_money",
    "parent": "time_preference_discounting_future",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Time value of money presupposes time preference because discounting future cash flows depends on a positive preference for present over delayed receipt.",
    "reason": "Time value of money presupposes time preference because the discount rate that converts future cash flows to present values rests on the impatience axiom -- a unit today is preferred to the same unit later -- combined with marginal productivity of capital. Without time preference's psychological-and-economic discounting of future over present, the present-value reduction has no behavioral or equilibrium grounding; Fisher's interest-rate framework explicitly builds time value on the time-preference rate. The financial discounting machinery is the operationalization of intertemporal preference. Time Preference (Discounting Future) supplies the prerequisite condition: Present vs future value. Time Value of Money operates against that background: Present vs future value. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "discreteness": [
   {
    "child": "discrete_vs_continuous_quantization",
    "parent": "discreteness",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Discreteness is one constitutive pole of the bundled discrete-versus-continuous comparison and supplies quantization's separated admissible states.",
    "reason": "The current node explicitly compares countable separated values with a continuum and then analyzes mechanisms that produce quantized levels. Discreteness is therefore an internal constituent, not merely a neighboring concept: removing separated states removes both one side of the comparison and the defining output of quantization."
   },
   {
    "child": "integer_linear_programming_ilp",
    "parent": "discreteness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Integer linear programming presupposes discreteness because the integrality restriction on decision variables imposes the separated-states structure on the feasible set.",
    "reason": "Integer linear programming is defined by adding to linear programming the requirement that some or all decision variables take integer values, which is precisely the discreteness commitment: the variables range over an enumerable set of separated states rather than a continuum. Without discreteness's machinery \u2014 the separated-states property that admits enumeration and combinatorial reasoning \u2014 there would be no integrality to impose and the problem would collapse back to continuous linear programming. The Discreteness prime supplies the separated-states structure that integer programming requires for its yes/no, on/off, and assignment decisions."
   }
  ],
  "continuity": [
   {
    "child": "discrete_vs_continuous_quantization",
    "parent": "continuity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Continuity is the other constitutive pole of the bundled comparison and supplies the continuum against which imposed quantization is defined.",
    "reason": "The current identity includes a direct discrete-versus-continuous contrast and engineered quantization from continuous signals. Continuity is therefore part of the live bundle. This edge records the source as it exists while a separate identity audit decides whether the bundle should be narrowed and renamed Quantization rather than pretending the already-canonical poles are absent."
   }
  ],
  "creative_destruction": [
   {
    "child": "disruptive_innovation",
    "parent": "creative_destruction",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Disruptive innovation is the specific trajectory-crossing case within the broad Schumpeterian creative_destruction \u2014 an INITIALLY INFERIOR entrant on a cheaper steeper curve crossing the incumbent's value curve.",
    "reason": "Disruptive innovation is the specific trajectory-crossing case within the broad Schumpeterian creative_destruction \u2014 an INITIALLY INFERIOR entrant on a cheaper steeper curve crossing the incumbent's value curve. creative_destruction also includes SUSTAINING displacements that are not disruptive. The inversion test (was the entrant initially worse on the headline metric?) distinguishes them. 'creative destruction is the broader category and disruptive innovation a specific mechanism within it.'. Creative Destruction supplies the genus: Replacement through innovation. Disruptive Innovation preserves that general structure while adding its differentia: An initially inferior entrant on a cheaper, steeper trajectory crosses the incumbent's value curve and displaces it, because the terms of competition shift rather than the entrant winning on the old ones. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "irreversibility": [
   {
    "child": "dissipation",
    "parent": "irreversibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dissipation presupposes irreversibility because the unrecoverable conversion of order into heat is the defining one-way process irreversibility names.",
    "reason": "Dissipation is the systematic conversion of organized energy or structural order into thermalized, un-recoverable form through interactions with many degrees of freedom. This rests on irreversibility: the structural preclusion of restoring a process's prior state without a costly compensating change in the environment. Dissipation cannot be a coherent pattern unless the conversion has a privileged direction; the entropy-increase clause that makes friction, viscosity, and Joule heating dissipative is exactly the thermodynamic structural feature irreversibility specifies as its mechanism."
   }
  ],
  "assumption": [
   {
    "child": "distributional_assumption",
    "parent": "assumption",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Distributional Assumption is a specialization of Assumption, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Assumption supplies the genus: A proposition treated as true for the purposes of some reasoning without being currently demonstrated within it, forming the load-bearing layer between what is given and what is concluded. Distributional Assumption preserves that general structure while adding its differentia: Commitment to assume uncertain quantities follow specific distribution. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "enthymeme",
    "parent": "assumption",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A load-bearing premise supplied from the audience's assumption base is a constitutive part of an enthymeme.",
    "reason": "The emitted fragment reaches its conclusion only when the receiver inserts the unstated premise; remove that assumption and the rhetorical syllogism is incomplete rather than merely concise."
   },
   {
    "child": "model_assumption_failure",
    "parent": "assumption",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A model-assumption failure contains a proposition whose truth was required for the model-supported conclusion or action.",
    "reason": "The failed assumption is a load-bearing constituent of the model's warrant. If no proposition was being treated as true, there is no assumption to fail; if its truth was not load-bearing, discovering it false may revise detail but does not instantiate this pattern. Model Assumption Failure adds the dependency break and its consequence."
   }
  ],
  "variation_strategies": [
   {
    "child": "divergence_convergence_in_the_design_process",
    "parent": "variation_strategies",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Divergence-convergence presupposes variation strategies because the divergence phase systematically generates the variety the convergence phase then selects from.",
    "reason": "Divergence-convergence is the cyclical macro-structure of disciplined design: a divergence phase deliberately expands the space of candidate framings and concepts, followed by a convergence phase that evaluates and narrows. The divergence phase is itself a variation strategy \u2014 controlled injection of variety into a process to surface alternatives. Variation strategies supplies the general practice of using variation as a deliberate tool to surface options and escape local optima. Divergence-convergence presupposes that practice as the engine of its divergence half, on which the subsequent convergence selection then operates."
   },
   {
    "child": "fuzzing",
    "parent": "variation_strategies",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fuzzing is the generate-broadly-then-select-on-anomalies pattern aimed at falsification: inject controlled (wider-than-designed) variation, watch an oracle, iterate.",
    "reason": "Fuzzing is the generate-broadly-then-select-on-anomalies pattern aimed at falsification: inject controlled (wider-than-designed) variation, watch an oracle, iterate. A specialization of variation_strategies (deliberately inject variation + select from the results), specialized to surfacing latent failures."
   },
   {
    "child": "variance_bounds_selection_response",
    "parent": "variation_strategies",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "This prime supplies the THEORETICAL NECESSITY that variation_strategies serve \u2014 variance-regeneration is mandatory because selection consumes the variance it acts on.",
    "reason": "This prime supplies the THEORETICAL NECESSITY that variation_strategies serve \u2014 variance-regeneration is mandatory because selection consumes the variance it acts on. Presupposes variation as the diversity-generating tactic family it quantifies. Variation Strategies supplies the prerequisite condition: Deliberately injecting controlled variation into a system and selecting from the results to explore alternatives, accelerate learning, and gain robustness. Variance Bounds Selection Response operates against that background: The rate at which selection shifts a population's mean equals within-population variance times selection intensity, so variance is the fuel selection consumes and must be regenerated. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "risk": [
   {
    "child": "diversification",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Operates to reduce the variance of a total outcome over multiple exposures, each with its own uncertainty; presupposes risk (a known distribution of outcomes to manage).",
    "reason": "Operates to reduce the variance of a total outcome over multiple exposures, each with its own uncertainty; presupposes risk (a known distribution of outcomes to manage). Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Diversification operates against that background: Spreading exposures across positions whose failure modes are uncorrelated reduces total-outcome variance; correlation, not count, drives the benefit. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "exposure_creep",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Exposure Creep presupposes Risk, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Exposure Creep operates against that background: Between rare severe shocks, valuable assets accumulate inside a known hazard's impact zone because a quiet history reads as safety, so the next shock's loss is driven by the grown stake rather than by any change in the hazard. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "exposure_pathway",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Exposure Pathway typically presupposes Risk, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Exposure Pathway operates against that background: The chain of links by which a hazard travels from source to vulnerable target, breakable at any link, turning risk into a graph search over severable routes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "failure_mode_and_effects_analysis_fmea",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "FMEA ranks prospective failure modes by risk-bearing consequences and likelihood or detectability dimensions.",
    "reason": "FMEA ranks prospective failure modes by risk-bearing consequences and likelihood or detectability dimensions. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Failure Mode and Effects Analysis (FMEA) operates against that background: Identify failure modes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "loss_and_damage",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Loss and damage operates on a pre-existing risk exposure \u2014 it is the post-defense slice of a threat distribution.",
    "reason": "Loss and damage operates on a pre-existing risk exposure \u2014 it is the post-defense slice of a threat distribution. Presupposes risk; the 0.88 escape_and_leakage neighbor is the scope-narrower sibling, not the parent."
   },
   {
    "child": "risk_aversion",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes risk because the preference for sure outcomes over equal-expected-value gambles requires a measurable risk to be averse to.",
    "reason": "Risk aversion is the property of preferences that makes an agent prefer the certain wealth E[W] to the random wealth W for non-degenerate gambles, expressed via a concave utility function. The preference only has content when a quantifiable distribution of outcomes is in place \u2014 without a probability assignment over harmful possibilities, there is no gamble to be averse to. Risk supplies exactly this: uncertainty rendered measurable and attached to stakes. Risk aversion is then the agent-side preference shape that operates on that measured object, so it presupposes risk."
   },
   {
    "child": "risk_migration",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk migration operates on a pre-existing hazard exposure \u2014 it relocates a conserved generative pressure across a boundary.",
    "reason": "Risk migration operates on a pre-existing hazard exposure \u2014 it relocates a conserved generative pressure across a boundary. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Risk Migration operates against that background: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "risk_pooling",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk pooling presupposes risk because aggregating exposures to shrink relative variance only operates when there are measurable risks to pool.",
    "reason": "Risk pooling aggregates many independently-uncertain or weakly-correlated exposures so the variance of the pooled outcome shrinks below the sum of individual variances. The whole construction requires risks in place as quantified objects \u2014 without a probability assignment over adverse outcomes for each participant, there is nothing whose variance can be aggregated and the law-of-large-numbers shrinkage has nothing to operate on. Risk supplies exactly the measurable-distribution-with-stakes object; pooling is one of the principal operations defined on that object, presupposing it as input."
   },
   {
    "child": "risk_return_tradeoff",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk-return tradeoff presupposes risk because the proposition that returns rise with risk only makes sense once outcomes form a measurable distribution.",
    "reason": "The risk-return tradeoff is the proposition that higher expected returns are systematically associated with higher risk exposure across financial decisions under uncertainty. The relation is only coherent when risk is already in place as a measurable quantity \u2014 variance, downside exposure, systematic-factor loading \u2014 that can be traded against expected return. Risk supplies the quantifiable distribution of outcomes with adverse ones marked as harmful; the tradeoff then operates on that distribution as the axis against which returns are priced. Without risk as a measured object, no tradeoff relation can be stated."
   },
   {
    "child": "risk_transfer",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Operates on a pre-existing risk exposure; presupposes risk.",
    "reason": "Operates on a pre-existing risk exposure; presupposes risk. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Risk Transfer operates against that background: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "unowned_known_risk",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A 'governance pathology' explaining why a subclass of KNOWN risks goes un-prevented; presupposes risk.",
    "reason": "A 'governance pathology' explaining why a subclass of KNOWN risks goes un-prevented; presupposes risk. Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Unowned Known Risk operates against that background: A hazard that is common knowledge yet reliably un-acted-upon because prevention costs are diffusely owned, horizons mismatch, precursors are normalised, and the outcome is later recast as a surprise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "vulnerability_decomposition",
    "parent": "risk",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "This is the recipe for the VULNERABILITY FACTOR ONLY of Risk = Hazard \u00d7 Vulnerability; presupposes risk and feeds the risk equation (probability multiplied back at the risk level).",
    "reason": "This is the recipe for the VULNERABILITY FACTOR ONLY of Risk = Hazard \u00d7 Vulnerability; presupposes risk and feeds the risk equation (probability multiplied back at the risk level). Risk supplies the prerequisite condition: Exposure to a known distribution of possible outcomes. Vulnerability Decomposition operates against that background: A system's vulnerability to a named stressor factors into exposure, sensitivity, and adaptive capacity, each admitting its own intervention family. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "metacognition": [
   {
    "child": "dunning_kruger_effect",
    "parent": "metacognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Dunning-Kruger effect presupposes metacognition because the self-assessment failure it names is a failure of monitoring one's own competence.",
    "reason": "The Dunning-Kruger effect is the pattern in which low-competence individuals overestimate their competence because they lack the metacognitive apparatus to recognize their lack. The effect is constitutively a failure of second-order monitoring: judging one's own performance, identifying gaps, calibrating confidence. Metacognition supplies precisely that monitoring capacity \u2014 representing and evaluating one's own cognitive processes. Without metacognition as a structural commitment of cognitive systems, there would be no self-assessment operation to fail and no double-curse mechanism in which the missing competence and the missing self-awareness coincide."
   },
   {
    "child": "epistemic_humility",
    "parent": "metacognition",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic humility presupposes metacognition because calibrating confidence requires second-order representation and evaluation of one's own knowledge.",
    "reason": "Epistemic humility presupposes metacognition because its disciplined matching of confidence to evidential warrant operates as a second-order judgment about one's own cognitive states \u2014 \"do I actually know this?\" \"is my reasoning warranted?\" It inherits metacognition's commitment to representing, monitoring, evaluating, and regulating one's own cognitive processes, particularized to the epistemic-calibration case where the regulated process is confidence assignment and the quality metric is alignment between expressed and warranted certainty."
   }
  ],
  "increasing_returns": [
   {
    "child": "economies_of_scale",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Economies of scale are a specialization of increasing returns in which average cost per unit falls as production scale grows.",
    "reason": "Economies of scale are a kind of increasing returns specialized to the supply side: as the cumulative scale of production grows, average cost per unit declines because fixed costs spread, specialization deepens, larger equipment becomes viable, and learning accumulates. It inherits the general pattern that the marginal benefit of additional input rises with the cumulative state variable, producing self-reinforcing advantage, and supplies the specific case where the accumulating variable is production volume and the increasing-returns mechanism operates through declining unit cost rather than rising user utility."
   },
   {
    "child": "learning_curve_effects",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Learning curve effects are a specialization of increasing returns in which unit cost or error rate falls as cumulative experience grows.",
    "reason": "Learning curve effects are a kind of increasing returns specialized to cumulative practice as the state variable: each doubling of cumulative output yields a roughly constant fractional improvement in unit cost, time, or error rate. They inherit the general pattern that the marginal benefit of additional accumulation rises rather than falls, producing self-reinforcing advantage and lock-in for the practitioner, and supply the specific case where the accumulating variable is repetitions performed and the increasing-returns mechanism is acquired skill rather than scale, demand-side adoption, or expectational feedback."
   },
   {
    "child": "lock_in",
    "parent": "increasing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lock-in presupposes increasing returns because the accumulating non-transferable value that makes switching costly is the increasing-returns mechanism.",
    "reason": "Lock-in is the state in which the forward-looking cost of switching from a current commitment exceeds the cost of continuing, because investment, learning, network growth, or standard adoption has accumulated value that does not transfer to alternatives. This accumulation is precisely the increasing-returns pattern: marginal benefit rising as the cumulative state variable grows, with each successive unit making the option more attractive. Without increasing returns supplying the rising-advantage curve, no asymmetry would build between the current commitment and clean-slate alternatives, and lock-in would not arise."
   },
   {
    "child": "network_effect",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Network effects are a specialization of increasing returns in which the rising marginal value comes from demand-side adoption rather than supply-side scale.",
    "reason": "Network effects are a kind of increasing returns specialized to a demand-side accumulation: each additional user raises the value of the good for every other user, so marginal utility rises rather than falls as the installed base grows. It inherits the general pattern that the marginal benefit of additional accumulation rises with the cumulative state variable, producing self-reinforcing dynamics and lock-in, and supplies the specific case where the accumulating variable is user adoption and the increasing-returns mechanism operates on the demand side rather than through production cost."
   },
   {
    "child": "speculative_bubble",
    "parent": "increasing_returns",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Speculative bubbles are a specialization of increasing returns in which rising valuations attract more buyers, driving valuations higher still.",
    "reason": "Speculative bubbles are a kind of increasing returns specialized to asset valuation under reflexive expectations: rising prices increase each marginal buyer's willingness to enter because rising prices are themselves the expected payoff. It inherits the general pattern that the marginal benefit of additional commitment rises with the cumulative state variable, producing self-reinforcing dynamics, and supplies the specific case where the accumulating variable is valuation and the loop is expectational \u2014 until the inflow exhausts and the increasing-returns regime reverses sharply into a crash."
   },
   {
    "child": "winner_take_all_market",
    "parent": "increasing_returns",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Increasing_returns is 'one of the most common SOURCES of winner-take-all convexity' (network effects, fixed-cost amortization) \u2014 but not identical (a fixed convex prize schedule produces it with constant returns).",
    "reason": "Increasing_returns is 'one of the most common SOURCES of winner-take-all convexity' (network effects, fixed-cost amortization) \u2014 but not identical (a fixed convex prize schedule produces it with constant returns). Increasing Returns supplies the prerequisite condition: Marginal benefit of each additional unit rises rather than falls as the cumulative state grows, compounding advantage. Winner Take All Market operates against that background: A payoff structure convex in rank concentrates most reward at the top, so small skill gaps produce vast reward gaps. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "impartiality": [
   {
    "child": "editorial_independence",
    "parent": "impartiality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Editorial independence is the STRUCTURAL condition that secures credible (impartial-seeming) judgment regardless of the evaluator's disposition \u2014 it relocates impartiality from a disposition to an institutional firewall ('s central move).",
    "reason": "Editorial independence is the STRUCTURAL condition that secures credible (impartial-seeming) judgment regardless of the evaluator's disposition \u2014 it relocates impartiality from a disposition to an institutional firewall ('s central move). Impartiality supplies the prerequisite condition: Treatment that depends only on relevant features and is invariant under the identity of the party involved. Editorial Independence operates against that background: An evaluative judgment institutionally insulated from the parties it affects. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "fairness",
    "parent": "impartiality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fairness presupposes impartiality because any defensible standard of fair treatment requires that identity-irrelevant features not systematically move outcomes.",
    "reason": "Fairness evaluates whether an allocation, procedure, or treatment respects equal regard and principled differentiation. Whatever fairness criterion is selected \u2014 equal shares, desert, need, or capability \u2014 it cannot count as fair if the outcome systematically depends on the identity of the party rather than on relevant features of the case. Impartiality supplies that baseline structural requirement: invariance under identity permutation, with like cases treated alike. Fairness then builds on impartiality by specifying which features count as relevant and how they should weight outcomes."
   }
  ],
  "predictive_coding": [
   {
    "child": "efference_copy",
    "parent": "predictive_coding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'not predictive coding in general; efference copy is the specific self-versus-world attribution built from broadcasting a command copy to the perceiver.' predictive_coding (predict input, propagate error) is the genus; efference copy is the self-attribution specialization.",
    "reason": "'not predictive coding in general; efference copy is the specific self-versus-world attribution built from broadcasting a command copy to the perceiver.' predictive_coding (predict input, propagate error) is the genus; efference copy is the self-attribution specialization. Predictive Coding supplies the genus: A system predicts its input and propagates only the prediction error. Efference Copy preserves that general structure while adding its differentia: Routing an internal copy of a command to the perceiver so self-caused effects can be predicted and subtracted, leaving only the world-caused remainder. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "pattern_completion",
    "parent": "predictive_coding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pattern completion presupposes predictive coding because filling incomplete input requires a generative model whose predictions span the missing parts.",
    "reason": "Pattern completion presupposes predictive coding because reconstructing a coherent whole from partial input requires the same predict-compare-correct machinery: a generative model produces predictions for unobserved or degraded portions, the observed portion is compared against those predictions, and the inferred completion is the model-consistent extension of the input. Predictive coding supplies the prior-structure-as-generative-model and the residual-driven update that pattern completion deploys: the model contributes the missing parts, the input constrains the inference, and prediction error tunes the model toward better future completions."
   }
  ],
  "counterresponse_offset": [
   {
    "child": "efficiency_rebound",
    "parent": "counterresponse_offset",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Efficiency rebound is a counterresponse offset specialized to demand expansion induced by an efficiency-driven fall in effective unit cost.",
    "reason": "It inherits a direct improvement, a coupled adaptive response, and graded offset accounting. It adds efficiency as the intervention, effective per-unit cost as the changed condition, activity volume as the response, and resource saving as the quantity being offset."
   },
   {
    "child": "peltzman_effect",
    "parent": "counterresponse_offset",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Peltzman Effect is a Counterresponse Offset specialized to a safeguard lowering expected failure cost and releasing a behavioral risk budget.",
    "reason": "It inherits direct improvement, a coupled adaptive response, and graded offset accounting. It adds an exposure-choosing agent, a safety or protection intervention, expected failure cost as the changed condition, and riskier behavior as the response."
   }
  ],
  "efficiency": [
   {
    "child": "efficiency_rebound",
    "parent": "efficiency",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The rebound begins with a genuine efficiency gain that reduces resources required per unit of service.",
    "reason": "Without an input-output improvement at fixed output there is no expected per-unit saving for expanded activity to consume. Efficiency supplies the direct gain; the rebound describes the aggregate response after unit cost falls."
   },
   {
    "child": "pareto_efficiency",
    "parent": "efficiency",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Pareto efficiency is efficiency specialized to a multi-objective or multi-party feasible set where no protected dimension can improve without another worsening.",
    "reason": "It inherits the feasible-set dominance test and undominated-frontier verdict. The child adds vector-valued outcomes across objectives or participants and refuses scalarization: improvement is free only when at least one dimension improves and none worsens."
   }
  ],
  "arbitrage_finance": [
   {
    "child": "efficient_market_hypothesis_emh",
    "parent": "arbitrage_finance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The efficient market hypothesis presupposes financial arbitrage because the mechanism by which prices incorporate information is competitive arbitrage trading.",
    "reason": "The efficient market hypothesis presupposes financial arbitrage because its central claim \u2014 that asset prices incorporate all available information so quickly and completely that no strategy yields systematic risk-adjusted excess returns \u2014 rests on a prior mechanism: aggressive arbitrage by informed traders impounds information into prices. Without arbitrage's structure of exploiting price discrepancies and thereby closing them, there is no force driving prices toward fundamental value. EMH inherits arbitrage's convergence dynamic and supplies the macro-level consequence: in the limit of frictionless competitive arbitrage, prices reflect information and arbitrage opportunities disappear."
   }
  ],
  "linearity": [
   {
    "child": "eigenvalue_and_eigenvector",
    "parent": "linearity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Eigenvalue/Eigenvector structure strictly presupposes Linearity because scalar multiples and sums must be respected by the operator whose equation is Av = \u03bbv.",
    "reason": "The live identity is eigen-structure for a linear transformation. Its invariant-direction equation, modal decomposition, basis expansion, and independent scalar gains all depend on homogeneity and additivity. Fixed Point is not the genus: an eigenvector with eigenvalue other than one changes magnitude, and a projective-direction reinterpretation changes the map and discards the eigenvalue component."
   }
  ],
  "observability": [
   {
    "child": "elicitation_channel_contribution",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Elicitation channel contribution presupposes observability because it diagnoses how a constructed output channel limits recovery of an internal state from the outputs it produces.",
    "reason": "The channel-crossing test asks which hidden-state distinctions survive and which recorded differences are attributable to the channel. Observability supplies the prerequisite condition: Infer internal state externally. Elicitation Channel Contribution operates against that background: The recorded representation of a system's unobserved state is a joint product of state and the elicitation channel, so the analyst's marginal of interest is recoverable only by controlling the channel. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "logging",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Logging is the append-only, event-time, deferred-reading mechanism that makes a system's internal history externally inspectable \u2014 it presupposes/serves observability (infer internal state externally), as its retrospective record-now-interpret-later instance.",
    "reason": "Logging is the append-only, event-time, deferred-reading mechanism that makes a system's internal history externally inspectable \u2014 it presupposes/serves observability (infer internal state externally), as its retrospective record-now-interpret-later instance. Observability supplies the prerequisite condition: Infer internal state externally. Logging operates against that background: Record events as they occur, append-only, for inspection after the fact. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "measurement_and_disturbance",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement and disturbance presupposes observability because the back-action perturbation matters only against the standard of inferring true internal state from outputs.",
    "reason": "Measurement and disturbance presupposes observability because the disturbance-versus-information trade-off is intelligible only relative to observability's framing: a measurement is supposed to recover internal state, and disturbance is the systematic alteration the measurement coupling imposes on that state. Without observability's commitment to reconstructing state from outputs, there is no baseline against which to count the back-action as systematic perturbation of the inference target. The disturbance is a structural cost paid against the observability budget."
   },
   {
    "child": "measurement_uncertainty",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Measurement uncertainty and observational noise presuppose observability because they characterize the gap between true state and what outputs reveal about it.",
    "reason": "Measurement uncertainty and observational noise presuppose observability because they name the irreducible gap between a system's true internal state and what external measurements can recover. Observability frames the question -- can internal state be inferred from outputs over time -- and noise is the corruption layer between state and output that degrades that inference. Without the observability framing of state-versus-output, there is no canonical 'true value' against which instrument precision, observer error, and environmental variation count as displacement; noise becomes meaningful only as deviation from the inferable signal."
   },
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "observability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MCAR/MAR/MNAR is the specific shape observability takes when the unobservable elements are missing data entries and the inference problem is reconstructing them.",
    "reason": "Missing data mechanisms is the specific shape observability takes when the inference problem is recovering values that were never recorded. Observability frames the general question of whether internal state can be inferred from available outputs; Rubin's classification specifies how the missingness process -- independent of the data (MCAR), conditional on observed variables (MAR), or dependent on unobserved values (MNAR) -- determines whether the missing entries are recoverable from what was observed. Each category corresponds to a distinct observability regime over the missingness mechanism."
   },
   {
    "child": "monitoring",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Monitoring presupposes observability because continuous detection of deviation requires that internal state be inferable from outputs.",
    "reason": "Monitoring presupposes observability because its core operation \u2014 continuous or periodic observation of state to detect deviation \u2014 requires that the system's internal state be inferable from externally-visible outputs over time. It inherits observability's structural commitment that outputs over a sufficient interval reconstruct state, and operationalizes that property through metrics, logs, traces, and threshold checks. Without observability, monitoring has no readable signal and threshold-based detection collapses."
   },
   {
    "child": "observer_effect",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The observer effect presupposes observability because the perturbation by measurement is the cost paid against the inference-of-state-from-output discipline.",
    "reason": "The observer effect presupposes observability because the phenomenon -- the measurement act altering the system being measured -- is intelligible only relative to observability's claim that internal state can be inferred from outputs. Observability frames the inference goal; the observer effect names the back-action coupling through which the measurement apparatus's read-out unavoidably perturbs the source state. Without the observability framing of state-versus-output, there is no clean signal-versus-perturbation distinction; the observer effect is observability's structural cost in coupled systems. Observability supplies the prerequisite condition: Infer internal state externally. Observer Effect operates against that background: Observation alters system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "perturbation",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Perturbation presupposes observability because the system's response to small deviations must be measurable in outputs to carry diagnostic information.",
    "reason": "Perturbation presupposes observability because the analytic value of introducing a small departure from a reference state lies entirely in reading the system's response \u2014 and that response must be inferable from externally-visible outputs. Without observability's structural guarantee that internal state can be reconstructed from outputs over time, the propagation of a perturbation would be undetectable and its sensitivity, stability, and response structure could not be extracted. Perturbation analysis is precisely observability put to diagnostic use."
   },
   {
    "child": "public_vs_private_contexts",
    "parent": "observability",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Public vs. private contexts is the specific shape observability takes when behavior's audience-visibility status systematically alters action.",
    "reason": "Public vs. private contexts is the structurally-particularized form observability takes in the social-behavioral case: when an actor's choices are externally observable, internal preferences are inferable through the action; when private, the same preferences may produce divergent action. It inherits observability's commitment to the inferability of internal state from external outputs, particularized to the case where the actor anticipates the observer's inference and adjusts behavior accordingly, producing the systematic public\u2013private behavioral gap Kuran formalized."
   },
   {
    "child": "traceability",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Traceability presupposes observability because linking backward and forward through derivation history requires that internal state changes leave externally-visible records.",
    "reason": "Traceability presupposes observability because linking any element of a system backward through its derivation history and forward through its downstream uses requires that the relevant state transitions and custody transfers leave externally-visible records that can be reconstructed. Without observability's property that internal state can be inferred from emitted outputs over time, the chain of derivation and custody would be invisible and the traceability infrastructure would have nothing to record. Observability supplies the visibility-of-internal-state property; traceability builds on that property to maintain the durable, navigable chain that audit and attribution then exploit."
   },
   {
    "child": "transparency",
    "parent": "observability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Transparency presupposes observability because making decisions and processes accessible to stakeholders requires the prior capacity to infer internal state from outputs.",
    "reason": "Transparency presupposes observability because its core requirements \u2014 disclosure, accessibility, timeliness, integrity of information about processes and decisions \u2014 depend on the prior structural property that a system's internal state can be inferred from its externally-visible outputs. Without observability's apparatus by which outputs suffice to reconstruct what is happening inside, transparency would have no medium through which to deliver insight to stakeholders. Transparency inherits observability's general property and specializes it to the governance setting, adding the normative commitments that those with legitimate interest have access and that the disclosed information is accurate, accessible, and timely enough to inform participation and oversight."
   }
  ],
  "embedding": [
   {
    "child": "embeddability",
    "parent": "embedding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Embeddability requires the class of structure-preserving injective Embeddings whose conflict-free subset is tested for non-emptiness.",
    "reason": "Embedding supplies the possible faithful placements from substrate to host. Embeddability adds the ambient limits, a conflict predicate, the existential yes-or-no gate, a hardness landscape, and the remediation triangle when no admissible witness exists."
   }
  ],
  "viewpoint": [
   {
    "child": "emic_and_etic",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Emic/etic analysis contains two coordinated viewpoints whose insider and outsider stations generate different access, occlusion, and bias profiles.",
    "reason": "The emic scheme is positioned inside participants' competence and the etic scheme outside it under a comparative analytic framework. Remove positioned access from either description and the paired distinction collapses; the method adds distinct closure rules and treats divergence between the two views as evidence rather than error."
   },
   {
    "child": "external_analytic_challenge",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "External analytic challenge contains viewpoint because the challenger must occupy a station whose access, occlusion, and bias profile differ from the authoring frame.",
    "reason": "External analytic challenge contains viewpoint because the challenger must occupy a station whose access, occlusion, and bias profile differ from the authoring frame. Remove the differently positioned station and a challenger sharing the same accumulated access and blind spots cannot provide the outside-frame correction the identity requires. parent_in_child"
   },
   {
    "child": "frame_of_reference",
    "parent": "viewpoint",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Frame of Reference is typically a specialization of Viewpoint, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "They are siblings, not parent/child. (Listed here only to flag the considered-and-rejected relation.). Viewpoint supplies the genus: A position fixes an access set, an occlusion set, and a bias profile. Frame of Reference preserves that general structure while adding its differentia: Observational perspective. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "vantage_induced_omission",
    "parent": "viewpoint",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The omission failure mechanism is built directly from viewpoint's access/occlusion/bias-profile structure.",
    "reason": "The omission failure mechanism is built directly from viewpoint's access/occlusion/bias-profile structure. Viewpoint supplies the prerequisite condition: A position fixes an access set, an occlusion set, and a bias profile. Vantage-Induced Omission operates against that background: An apparatus's structural vantage makes some regions of a landscape reachable and others constitutively invisible, so its output is mistaken for the landscape rather than the landscape-restricted-to-its-vantage. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "cognitive_appraisal": [
   {
    "child": "emotional_reasoning",
    "parent": "cognitive_appraisal",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Emotional reasoning presupposes cognitive appraisal because treating felt emotion as evidence about reality requires a prior appraisal-generated affective state to misuse.",
    "reason": "Emotional reasoning presupposes cognitive appraisal because the distortion consists in treating a felt emotional state as evidence about external reality \u2014 and that felt emotion is precisely the output of appraisal's primary and secondary evaluative processes. Without cognitive appraisal's machinery for generating emotion as the configured response to a construed situation, there would be no affective input for the reasoner to mistake as inferential evidence. Cognitive appraisal supplies the emotion-generation operation; emotional reasoning is the downstream short-circuit that collapses the distinction between the appraised feeling and the unappraised facts."
   }
  ],
  "figure_ground": [
   {
    "child": "emphasis",
    "parent": "figure_ground",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Emphasis is the specific shape figure-ground takes in rhetorical and linguistic foregrounding of selected content.",
    "reason": "Figure-ground organizes a perceptual field into a salient figure attended as a bounded object and a recessive ground treated as continuing context. Emphasis is the particular shape this organization takes when the field is informational \u2014 prose, speech, image, layout \u2014 and a deliberate vehicle (prosody, typography, position, syntax) elevates one element above the rest. It is a structurally-particularized instance of the figure-ground primitive whose specific machinery is rhetorical or formatting choice that produces foreground-background contrast in a communicative medium."
   },
   {
    "child": "lateral_inhibition",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes figure-ground because suppressing neighbors to amplify a winner is the mechanism by which figure separates from ground.",
    "reason": "Lateral inhibition has activated elements suppress their neighbours, amplifying local differences so a single winner or sharp boundary emerges from a field of competitors. This presupposes figure-ground: the structural organization of a perceptual field into a salient figure and a recessive ground, with reciprocal mutually-exclusive assignment in which the boundary belongs to the figure. The neighbour-suppression dynamic is the computational mechanism by which a distributed system manufactures the figure-ground assignment: the more strongly an element is excited, the harder it pushes neighbours toward ground, producing the bounded shaped figure that pops out from formless context."
   },
   {
    "child": "lead_and_support_hierarchy",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Lead-and-support PRODUCES a figure-ground organisation across channels \u2014 figure_ground is the effect, deference design is the craft.",
    "reason": "Lead-and-support PRODUCES a figure-ground organisation across channels \u2014 figure_ground is the effect, deference design is the craft. It presupposes figure_ground (the perceptual foreground/background the craft authors) and adds the active cross-channel deference apparatus along four axes. Figure-Ground supplies the prerequisite condition: Perceptual organization of a field into salient figure and receding ground. Lead-and-Support Hierarchy operates against that background: When multiple simultaneous channels carry related content, one channel takes the lead while the others provide coordinated, structurally subordinate support that actively defers to it in prominence, timing, and register, producing a figure-ground hierarchy across the channels. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "negative_space",
    "parent": "figure_ground",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Negative space is the specific shape figure-ground takes when the ground is deliberately structured as a compositional element rather than merely backdrop.",
    "reason": "Negative space is the specific shape figure-ground takes when the recessive ground is deliberately structured and made to do compositional work \u2014 directing attention, providing rest, generating meaning through emptiness \u2014 rather than being treated as unattended backdrop. It is a structurally-particularized instance of the figure-ground organization in which something stands out against context, with the added commitment that the ground itself is shaped, scaled, and weighted as a design element. Absence becomes presence: the unpopulated area carries communicative force precisely as the non-figure half of the reciprocal assignment."
   },
   {
    "child": "texture",
    "parent": "figure_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Texture presupposes figure-ground because surface variation is only legible as texture once an element has been organized as figure against a ground.",
    "reason": "Texture presupposes figure-ground because fine-grained surface variation only registers as texture once the perceptual field has been organized into a bounded figure that owns the surface and a recessive ground that supplies its context. Figure-ground supplies the primitive structural separation that makes \"something stands out against something\" legible; texture then names the micro-scale variation residing on the figure's surface. Without the prior assignment of figure and ground, surface variation is just undifferentiated optical stimulus with no element whose surface it could characterize."
   }
  ],
  "emphasis": [
   {
    "child": "emphasis_focal_point",
    "parent": "emphasis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A focal point is a specialization of emphasis in which the foregrounded element is positioned to register as the primary site of attention in a visual field.",
    "reason": "A focal point is a specialization of emphasis in which the foregrounding operates spatially within a visual field or composition, directing the viewer's attention to a designated area as the primary site of interest. It inherits emphasis's general structure of foregrounding a selected element against a contrast background through a vehicle that produces salience, and specializes by fixing the medium to visual composition and the vehicle to the perceptual mechanisms \u2014 placement, contrast, size, isolation, directional flow \u2014 that orchestrate attention. Other elements remain subordinate, supporting rather than competing with the focal area."
   },
   {
    "child": "movement_visual_movement",
    "parent": "emphasis",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Visual movement presupposes emphasis because directing the viewer's eye through a composition is the foregrounding mechanism applied across time.",
    "reason": "Visual movement presupposes emphasis because orchestrating directional cues, rhythmic relations, and spatial flow is the act of foregrounding selected pathways against the composition's static background. The emphasis quartet -- foregrounded element, contrast background, emphasis vehicle, attentional payoff -- maps onto the movement case as the path-of-attention, the surrounding field, the implied-line or rhythm vehicle, and the perceptual sequencing. Without emphasis's structure of differential salience against ground, movement would be undirected flow rather than guided perceptual journey. Emphasis supplies the prerequisite condition: Highlighting priority element. Movement (Visual Movement) operates against that background: Guides viewer\u2019s eye. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "absence_of_evidence_vs_evidence_of_absence": [
   {
    "child": "empirical_no_failure_anchor",
    "parent": "absence_of_evidence_vs_evidence_of_absence",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The anchor contains a null finding whose boundary force exists only through the test apparatus's probability of detecting a present failure.",
    "reason": "The anchor contains a null finding whose boundary force exists only through the test apparatus's probability of detecting a present failure. Remove the detection-side counterfactual and a passed level can no longer constrain the failure boundary; it becomes an uninterpretable silence rather than an empirical no-failure anchor. parent_in_child"
   }
  ],
  "dose_response_relationship": [
   {
    "child": "empirical_no_failure_anchor",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A maximum passed input level presupposes an ordered mapping from input intensity to the specified response or failure criterion.",
    "reason": "A maximum passed input level presupposes an ordered mapping from input intensity to the specified response or failure criterion. Without comparable response observations across ordered input levels there is no maximum clean level, no adjacent failed level, and no input-axis bound. The anchor is one selected test coordinate plus its provenance; a dose- response relationship is the full mapping across the tested or modeled range."
   },
   {
    "child": "intrinsic_ceiling_vs_input",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Intrinsic Ceiling vs Input strictly presupposes a response mapping from which its independent ceiling and input-to-approach coordinates are read.",
    "reason": "Every admissible instance in the prime's identity has quantifiable input, response, an asymptote, and an EC50-like position. The source calls the dose-response curve the empirical object and the prime the decision discipline read from it; no exception is supplied that lacks the mapping. The inherited typical qualifier therefore understates a strict identity dependency."
   },
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes dose-response relationship because the pharmacodynamic half of the model is precisely the concentration-to-effect mapping the parent prime names.",
    "reason": "PK/PD modeling couples the pharmacokinetic dose-to-concentration mapping with the pharmacodynamic concentration-to-effect mapping, and this second half is structurally the dose-response relationship: how response magnitude depends on input intensity with characteristic potency, efficacy, slope, and ceiling parameters. Without dose-response's machinery \u2014 the quantitative mapping from input magnitude to response magnitude with its characteristic shape parameters \u2014 PK/PD would have no model of how concentration translates into clinical effect, and the dose-concentration-effect pipeline would terminate at concentration."
   },
   {
    "child": "supernormal_stimulus",
    "parent": "dose_response_relationship",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A particular pathological region of the dose-response space \u2014 the case where the response curve has NO saturation over the engineered range and the referent is artificially generated beyond anything natural.",
    "reason": "A particular pathological region of the dose-response space \u2014 the case where the response curve has NO saturation over the engineered range and the referent is artificially generated beyond anything natural. A specialization of dose_response_relationship. Dose-Response Relationship supplies the genus: Input-output mapping. Supernormal Stimulus preserves that general structure while adding its differentia: A response circuit calibrated only over a natural cue range, with no built-in ceiling, is hijacked by an engineered referent that exceeds that range and triggers disproportionate response. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "therapeutic_window",
    "parent": "dose_response_relationship",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Therapeutic window presupposes dose-response relationship because its bounding doses are read from the rising effect-and-toxicity curves of dose-response analysis.",
    "reason": "Therapeutic window presupposes dose-response relationship because its lower bound (minimum effective dose) and upper bound (maximum tolerated dose) are points on the two dose-response curves: efficacy rising with dose to a clinically meaningful level, and toxicity rising with dose to an unacceptable level. Without the prior commitment that response is a quantitative function of dose with characteristic shape parameters like potency, efficacy, and slope, there is no curve to read these bounds from and no usable operating range to delineate."
   }
  ],
  "projection": [
   {
    "child": "empirical_no_failure_anchor",
    "parent": "projection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The anchor is a projection specialized to reducing the full test-response dataset to the maximal tested level that cleared a stated failure criterion.",
    "reason": "The anchor is a projection specialized to reducing the full test-response dataset to the maximal tested level that cleared a stated failure criterion. Both map a richer source onto a lower-dimensional target by a fixed direction, discard a residual that must remain named, and are stable when reapplied to the same source under the same rule. The child fixes the source to an ordered test-response dataset, the target to one scalar input level, the direction to maximal non-detected failure, and the residual to untested or discarded boundary information."
   },
   {
    "child": "perspective",
    "parent": "projection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Perspective is typically a specialization of Projection, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Projection supplies the genus: Map a richer object onto a lower-dimensional target along a chosen direction, discarding the rest. Perspective preserves that general structure while adding its differentia: Representation of depth. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "associative_memory": [
   {
    "child": "encoding_specificity",
    "parent": "associative_memory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'associative memory is the mechanism that retrieves by cue; encoding specificity is the PRINCIPLE that retrievability depends on overlap between encoding-context and retrieval-cue features' \u2014 it governs/uses that mechanism, adding the context-as-key claim.",
    "reason": "'associative memory is the mechanism that retrieves by cue; encoding specificity is the PRINCIPLE that retrievability depends on overlap between encoding-context and retrieval-cue features' \u2014 it governs/uses that mechanism, adding the context-as-key claim. Presupposes-parent. Associative Memory supplies the prerequisite condition: Content-addressable storage where a cue retrieves linked content. Encoding Specificity operates against that background: Retrievability depends on the overlap between features active at encoding and features available at retrieval, because context is co-encoded into the storage key. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "exemplar_retrieval",
    "parent": "associative_memory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "'the USE of associative_memory as a categorisation architecture.' Presupposes the recall mechanism, adding a similarity metric and reused response.",
    "reason": "'the USE of associative_memory as a categorisation architecture.' Presupposes the recall mechanism, adding a similarity metric and reused response. Associative Memory supplies the prerequisite condition: Content-addressable storage where a cue retrieves linked content. Exemplar Retrieval operates against that background: Answering by reaching for the closest stored case and reusing its response, rather than applying an abstracted rule \u2014 the history itself is the model. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "prospective_memory",
    "parent": "associative_memory",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prospective memory is associative memory specialized to retrieving an encoded future intention when its event or time cue is encountered.",
    "reason": "Both store content so a matching cue can retrieve it without a separate explicit address. Prospective memory fixes the stored content to an intended future action, the cue to an event or time condition, and successful retrieval to execution or routing of that action."
   }
  ],
  "potential_occupancy_region": [
   {
    "child": "encounter_surface",
    "parent": "potential_occupancy_region",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An encounter surface is a persistent hosting site specialized to stranger contact, adding accessibility, mutual observability, shared norms, and sufficient duration for new ties to form.",
    "reason": "The physical or informational layer persists when no one currently occupies it, admits changing occupants under a stable hosting rule, and remains addressable as a place of contact. It adds stranger-inclusive access, reciprocal visibility, norm governance, and a durability horizon sufficient for new ties to form."
   },
   {
    "child": "role",
    "parent": "potential_occupancy_region",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Role is typically a specialization of Site, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Site supplies the genus: A persistent, addressable position whose identity is given by its capacity to host or contain entities, surviving the turnover of whatever occupies it. Role preserves that general structure while adding its differentia: A bundle of expected behaviours attached to a social position. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "non_locality": [
   {
    "child": "entanglement",
    "parent": "non_locality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quantum entanglement 'reinstated genuine non-locality' \u2014 entangled measurement correlations are non-local in the strict (Bell) sense.",
    "reason": "Quantum entanglement 'reinstated genuine non-locality' \u2014 entangled measurement correlations are non-local in the strict (Bell) sense. non_locality is the more-general parent. Additive: entanglement keeps coupling;dependency. Non-Locality supplies the genus: Distant elements influence or correlate with each other without a chain of contiguous intervening contact \u2014 coupling that jumps the substrate rather than propagating through neighbors. Entanglement preserves that general structure while adding its differentia: Linked distant states. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "teleconnection",
    "parent": "non_locality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Teleconnection is a specialization of Non-Locality, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Non-Locality supplies the genus: Distant elements influence or correlate with each other without a chain of contiguous intervening contact \u2014 coupling that jumps the substrate rather than propagating through neighbors. Teleconnection preserves that general structure while adding its differentia: Distant relationships via shared dynamics. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "cognitive_offloading": [
   {
    "child": "epistemic_action",
    "parent": "cognitive_offloading",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Epistemic action is cognitive offloading specialized to manipulating the environment so it performs or exposes part of the next computation.",
    "reason": "It trades capacity-bounded internal work for an external configuration and retrieval coupling, adding the differentia that the physical action serves cognition rather than directly advancing the task goal."
   },
   {
    "child": "scaffolding",
    "parent": "cognitive_offloading",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Scaffolding is typically Cognitive Offloading specialized to temporary external support that is deliberately withdrawn as capability grows.",
    "reason": "Scaffolding commonly places task structure, prompts, partial solutions, or guidance outside the learner so performance can exceed unaided capability. It specializes that offloading pattern with a lifecycle commitment: the external support is temporary, calibrated to performance, and designed to be withdrawn. The qualifier is typical because motivational, emotional, or purely social scaffolds need not offload a cognitive operation."
   }
  ],
  "calibration": [
   {
    "child": "epistemic_humility",
    "parent": "calibration",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Epistemic humility is the specific shape calibration takes when confidence is aligned to the actual evidential warrant behind a claim.",
    "reason": "Epistemic humility is the structurally-particularized form calibration takes in the epistemic case: the system's output is expressed confidence in claims, the trusted external standard is evidential warrant, and the adjustment is the disciplined practice of matching expressed certainty to evidential strength. It inherits calibration's alignment-to-reference apparatus \u2014 measure deviation, adjust toward standard \u2014 particularized by the metacognitive case where the standard is what one can warrant and the adjustment is acknowledgment of gaps."
   }
  ],
  "normativity": [
   {
    "child": "epistemic_justice",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic justice presupposes normativity because it evaluates knowledge practices against standards of correctness and identifies distinctive wrongs.",
    "reason": "Epistemic justice presupposes normativity because it treats knowing and being-credited-as-a-knower as goods whose distribution can be just or unjust, and identifies specific wrongs \u2014 testimonial and hermeneutical injustice \u2014 in which persons are harmed in their capacity as knowers. The framework requires a prior ought-side: a standard against which credibility allocation and interpretive resource distribution can be judged correct, required, or prohibited. Without normativity's general apparatus of evaluation against a standard, the claim that epistemic practice can be unjust would have no traction; epistemic justice imports that apparatus and applies it specifically to epistemic life."
   },
   {
    "child": "fact_value_distinction",
    "parent": "normativity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Fact-Value Distinction contains Normativity because one side of the distinction must consist of genuinely evaluative, reason-giving, or ought-bearing content.",
    "reason": "Normativity supplies standards, reasons, permissions, prohibitions, and other ought-bearing claims. Remove that content and the fact-value distinction collapses into a classification among descriptive claim types; the child adds the descriptive contrast and the bridge discipline governing movement between the two."
   },
   {
    "child": "institution",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "An institution presupposes normativity because its rules and roles only function when participants treat them as prescriptions to be followed and sanctioned.",
    "reason": "An institution is a self-reproducing complex of rules and roles whose force depends on participants treating its prescriptions as binding standards: deviations are sanctioned, expectations are reproduced across generations. This requires the normative dimension \u2014 the standing distinction between correct and incorrect conduct relative to a standard, with criticism and guidance keyed to it. Without normativity's ought-side architecture, institutional rules would be mere regularities with no enforcement logic and no basis for the expectation that participants ought to comply."
   },
   {
    "child": "moral_relativism",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Moral relativism presupposes normativity because it operates on moral judgments \u2014 claims of correctness \u2014 by indexing them to evaluative frames.",
    "reason": "Moral relativism presupposes normativity because its entire thesis is a claim about the truth conditions of moral judgments: that the standard of correctness is not absolute but indexed to a culture, period, or appraiser. Without the prior availability of an ought-side practice in which evaluation against a standard occurs, there is nothing for the relativizing move to operate on. Relativism does not deny that moral claims have evaluative force; it inherits normativity's structure of standard-and-evaluation and adds the further commitment that the standard varies with the indexed frame."
   },
   {
    "child": "proportionality",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Proportionality presupposes normativity because it specifies a standard of correctness \u2014 fit between response and triggering cause \u2014 for evaluating actions.",
    "reason": "Proportionality presupposes normativity because it is constituted as an ought-side standard: actions, sanctions, or restrictions are required to be calibrated in scale to the wrong, threat, or interest they address, and deviations from that fit are subject to criticism. Without the prior structure of evaluation against a standard, the claim that a response is too harsh or too lenient has no purchase. Proportionality inherits normativity's general machinery of correctness-claims and specializes it by making the standard a comparative one: the response must match the triggering cause in magnitude or weight."
   },
   {
    "child": "rights_vs_freedoms",
    "parent": "normativity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rights vs. freedoms is a kind of normative framework that distinguishes claim-entitlements from constraint-absences within the ought-side of a domain.",
    "reason": "Rights vs. freedoms is a specialization of normativity: both rights (enforceable claims producing correlative duties) and freedoms (absences of constraint) are normative entitlements held to be required, permissible, or protected relative to a standard. It inherits normativity's commitment to the ought-side \u2014 evaluation, criticism, and guidance against a norm \u2014 and particularizes it by drawing the structural distinction between active claim-entitlements with duty-bearers and passive absences of interference. Both halves are normative-statement types, not descriptive ones."
   },
   {
    "child": "social_norms",
    "parent": "normativity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social norms are the social-group form normativity takes when behavioral standards are distributed through shared expectation, internalization, and informal sanction.",
    "reason": "Social norms establish shared expectations about how similarly situated group members ought to behave and make deviation criticizable and sanctionable. Removing the group, behavioral, distributed-knowledge, internalization, and informal-enforcement frame leaves normativity's portable structure: a standard partitions conduct into required, permissible, prohibited, correct, or deviant states and thereby enables evaluation and guidance. Social norms are that normative structure embodied in decentralized social practice."
   },
   {
    "child": "virtue_ethics",
    "parent": "normativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Virtue ethics presupposes normativity because it offers a standard of correctness \u2014 virtuous character \u2014 against which actions and persons are evaluated.",
    "reason": "Virtue ethics presupposes normativity because it is constituted as a first-order theory of what makes character and action correct, locating the standard in stable excellences of disposition rather than in rules or consequences. Without normativity's prior structure \u2014 a domain in which some states are held to be required, permissible, or prohibited relative to a standard \u2014 there is no evaluative dimension for virtues to anchor. Virtue ethics imports that ought-side machinery and supplies its own candidate for the standard: the virtuous person and the patterns of perception, emotion, and action proper to flourishing."
   }
  ],
  "fairness": [
   {
    "child": "epistemic_justice",
    "parent": "fairness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Epistemic justice presupposes fairness because it identifies specific wrongs in the distribution of credibility and interpretive resources.",
    "reason": "Epistemic justice presupposes fairness because its central claim \u2014 that epistemic practice can distribute credibility, voice, and interpretive resources justly or unjustly \u2014 requires fairness's prior standard of impartial or principled treatment as the evaluative baseline. Without fairness's general apparatus of judging allocations and procedures against defensible standards of equal regard, the diagnoses of testimonial and hermeneutical injustice would lack their normative footing. Epistemic justice inherits fairness's structure of evaluating distributions for principled differentiation and specializes it to the goods of being-heard and being-rendered-intelligible as a knower."
   },
   {
    "child": "equity",
    "parent": "fairness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Equity presupposes fairness because the discretion-based tailoring of remedy to circumstance presupposes fairness as the standard the remedy targets.",
    "reason": "Equity presupposes fairness because its core operation \u2014 supplementing rigid rule-application with discretion calibrated to particular circumstances \u2014 is justified by the goal of achieving fair outcomes when strict rule-following would produce unfairness. Without fairness's prior standard of impartial or principled treatment, there is no target equity is correcting toward. Equity inherits fairness's evaluative dimension of just treatment and specializes it to cases where rule-bound application diverges from the underlying standard, supplying the procedural device \u2014 case-specific tailoring of remedy \u2014 by which the standard is restored when the general rule falls short."
   },
   {
    "child": "procedural_fairness_due_process",
    "parent": "fairness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Procedural fairness (due process) is a specialization of fairness that locates the impartiality standard in the decision-making procedure rather than its outcomes.",
    "reason": "Procedural fairness is a specialization of fairness. Specifically, it instantiates the impartiality-or-principled-differentiation standard fairness names by attaching it to the procedure -- notice, opportunity to be heard, impartial decision-maker, reasoned justification -- rather than to outcome distributions. Like other fairness criteria, it satisfies a defensible standard of equal regard; due process is the subclass where consistency, voice, and bias-absence in process drive legitimacy and compliance independent of outcome favorability, distinguishing it from substantive fairness criteria over allocations."
   },
   {
    "child": "recognition_justice",
    "parent": "fairness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Recognition justice is fairness specialized to whether parties and their harms enter the evaluative frame with equal standing.",
    "reason": "It inherits the judgment of treatment under a defensible standard and adds a prior representational gate: whose identity is intelligible, whose testimony is credible, and which injuries count as injuries before distribution or procedure is assessed."
   }
  ],
  "fixed_point": [
   {
    "child": "equilibrium",
    "parent": "fixed_point",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "An equilibrium is a state with no net change under the system's update rule \u2014 a fixed point of the dynamics.",
    "reason": "An equilibrium is a state with no net change under the system's update rule \u2014 a fixed point of the dynamics. Fixed Point supplies the genus: A state a transformation leaves unchanged \u2014 self-consistency under update \u2014 organizing analysis into existence, uniqueness, stability, and basin of attraction. Equilibrium preserves that general structure while adding its differentia: Balanced state. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "nash_equilibrium",
    "parent": "fixed_point",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Nash equilibrium is by definition a fixed point of the joint best-response correspondence.",
    "reason": "A Nash equilibrium is by definition a fixed point of the joint best-response correspondence. Fixed Point supplies the genus: A state a transformation leaves unchanged \u2014 self-consistency under update \u2014 organizing analysis into existence, uniqueness, stability, and basin of attraction. Nash Equilibrium preserves that general structure while adding its differentia: A strategy profile in which no agent can improve its payoff by unilaterally changing strategy, given the others' choices \u2014 the fixed point of the joint best-response correspondence. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "discretion": [
   {
    "child": "equity",
    "parent": "discretion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Equity is Discretion specialized to fairness-guided exceptions and tailored remedies where rigid rule application would produce an inadequate result.",
    "reason": "Discretion is bounded choice delegated to a situated decision-maker where a rule leaves the outcome underdetermined. Equity instantiates that genus: an authorized agent evaluates the circumstances and selects a remedy within the available space rather than mechanically applying the default rule. Equity adds principled fairness, reasonable exception, and remedy-tailoring when strict application would be unjust or inadequate."
   }
  ],
  "frame_of_reference": [
   {
    "child": "equivalence_principle",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The equivalence principle presupposes frame of reference because its claim is the local indistinguishability of gravitational and inertial acceleration across reference frames.",
    "reason": "The equivalence principle asserts that within a sufficiently small region of spacetime, the free-fall reference frame renders gravity locally undetectable \u2014 physics reduces to special relativity in that frame. This claim is intelligible only against the prior machinery of frame of reference: chosen coordinate systems relative to which physical quantities are expressed, with transformation rules between frames. Without that substrate, there would be no free-fall frame to single out as locally inertial and no statement of frame-relative indistinguishability. The frame-of-reference prime supplies the coordinate-system structure the equivalence principle operates on."
   },
   {
    "child": "frame_change",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A change of frame requires specifiable old and new frames plus the mapping and invariants by which their assignments can be compared.",
    "reason": "A change of frame requires specifiable old and new frames plus the mapping and invariants by which their assignments can be compared. The parent can occur independently, but without it the child\u2019s mechanism is undefined, establishing prerequisite dependence."
   },
   {
    "child": "mach_s_principle",
    "parent": "frame_of_reference",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mach's principle presupposes frame of reference because relational inertia requires that what counts as non-accelerating be defined by a frame fixed by matter.",
    "reason": "Mach's principle presupposes frame of reference because its relational claim about inertia is precisely a claim about which frames count as inertial: in the Machian view, the local inertial frame is determined by the distribution of matter rather than by an absolute space. Without the prior availability of a frame of reference as a chosen coordinate system relative to which accelerations are defined, there is nothing for matter to fix and no question of what makes a frame non-accelerating. Frame supplies the structural slot that Mach's principle fills with a relational determinant."
   }
  ],
  "polysemy": [
   {
    "child": "equivocation",
    "parent": "polysemy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Equivocation is the dynamic ERROR of using two of a token's senses across a fixity-presuming chain; polysemy (the static multiplicity of senses) is the precondition it exploits.",
    "reason": "Equivocation is the dynamic ERROR of using two of a token's senses across a fixity-presuming chain; polysemy (the static multiplicity of senses) is the precondition it exploits. polysemy is 'necessary for equivocation but not sufficient'. Polysemy supplies the prerequisite condition: Multiple meanings. Equivocation operates against that background: A single token is used with two distinct referents at two points in a chain that presumes meaning-fixity, so an apparently sound inference silently fails. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "fail_safe": [
   {
    "child": "error_proofing_poka_yoke",
    "parent": "fail_safe",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Error proofing is a specialization of fail-safe in which the safe default is achieved by making the unsafe input physically impossible or immediately obvious.",
    "reason": "Error proofing is a specialization of fail-safe in which the safe-default discipline is applied specifically at the human-action interface: the system is designed so that a mistaken input is either blocked at the source or unmissable when made. It inherits the general fail-safe commitment that failures will occur and that the post-failure state should be the least harmful available, and specializes by locating the failure mode at human error and engineering the constraint to shift the burden from vigilance to design."
   }
  ],
  "designed_out_misuse": [
   {
    "child": "error_proofing_poka_yoke",
    "parent": "designed_out_misuse",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Poka-yoke is the SPECIAL CASE scoped to ACCIDENTAL error by a well-intentioned operator; designed_out_misuse is the general asymmetric-affordance move that is actor-state-independent (works against indifferent or hostile actors too).",
    "reason": "Poka-yoke is the SPECIAL CASE scoped to ACCIDENTAL error by a well-intentioned operator; designed_out_misuse is the general asymmetric-affordance move that is actor-state-independent (works against indifferent or hostile actors too). 'poka-yoke is best understood as the special case of designed-out misuse scoped to accidental error'. Add designed_out_misuse as a parent. Designed-Out Misuse supplies the genus: Affordances and defaults are arranged so the misuse path is costly or impossible while the legitimate path stays easy, preventing harm before enforcement has to act. Error Proofing (Poka-Yoke) preserves that general structure while adding its differentia: Error prevention. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "sunk_cost_and_irreversible_commitment": [
   {
    "child": "escalation_of_commitment",
    "parent": "sunk_cost_and_irreversible_commitment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Escalation of Commitment is commonly powered by sunk-cost attachment, but its identity also admits independent reputational, accountability, loss-framing, and organizational drivers.",
    "reason": "Sunk expenditure is a canonical and frequent substrate for escalation, but it is one component of a broader multi-determinant phenomenon. Self-justification, public responsibility, reputational face-saving, institutional budget inertia, ambiguous delayed returns, or structured continuation incentives can sustain escalation without a strict backward-looking pull from sunk resource magnitude. The relation is therefore typical rather than universal."
   }
  ],
  "containment": [
   {
    "child": "escape_and_leakage",
    "parent": "containment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escape and leakage presupposes containment because exit through unintended pathways only makes sense relative to a defined boundary meant to hold something in.",
    "reason": "Escape and leakage presupposes containment because the very notion of unintended exit requires a prior boundary across which exit is supposed to be blocked. Containment supplies the bounded perimeter and the integrity discipline against which any departure registers as a failure mode; leakage then names what happens when seams, latent pathways, or layered defenses are penetrated. Without the prior commitment to drawing and maintaining a boundary, there is no pathway-against-design for the Swiss-cheese geometry of escape to expose."
   },
   {
    "child": "innovation_sandbox",
    "parent": "containment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Innovation Sandbox presupposes Containment, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Containment supplies the prerequisite condition: Holding a hazard, process, or agent within a deliberately maintained perimeter to prevent its spread or uncontrolled interaction with the surroundings. Innovation Sandbox operates against that background: A bounded enclosure where prohibited or untested behaviour runs without its consequences escaping. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "sandboxing",
    "parent": "containment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Sandboxing is 'sharper than mere isolation or containment' \u2014 it is containment PLUS the deliberate intent to EXERCISE the candidate under observation with a graduation rule.",
    "reason": "Sandboxing is 'sharper than mere isolation or containment' \u2014 it is containment PLUS the deliberate intent to EXERCISE the candidate under observation with a graduation rule. Containment is bound-without-exercise; the sandbox adds exercise+observability+non-promotion, a specialization of containment. Containment supplies the genus: Holding a hazard, process, or agent within a deliberately maintained perimeter to prevent its spread or uncontrolled interaction with the surroundings. Sandboxing preserves that general structure while adding its differentia: Exercise an untrusted candidate inside a bounded, observable enclosure. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "sequestration",
    "parent": "containment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Every sequestration is containment organized for deliberate removal from active circulation and persistent isolation.",
    "reason": "Every sequestration keeps an item within maintained bounds so that unwanted exchange with the surrounding system is prevented or tightly gated, satisfying Containment. Sequestration adds a narrower purpose and operating commitment: the item is deliberately removed from normal circulation, and the isolation is intended to persist. Generic containment need not remove its contents from an interaction network or make them unavailable. Boundary is inherited through Containment rather than repeated as a flattened direct head."
   }
  ],
  "fault_tolerance": [
   {
    "child": "escape_and_leakage",
    "parent": "fault_tolerance",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Escape and leakage presupposes fault tolerance because its underlying \"Swiss-cheese\" geometry treats leakage as latent failure paths penetrating layered defenses.",
    "reason": "Escape and leakage presupposes fault tolerance because its diagnostic frame is exactly the one fault tolerance establishes: components and defenses are imperfect, multiple layers of protection are arranged so individual failures do not produce system-level failure, and the structural concern is whether aligned latent failure paths penetrate the layered defenses. Without the prior commitment that systems are designed under the assumption of imperfect components and adverse conditions, leakage as latent-path penetration has no architectural setting in which to register as a tolerated-or-tolerated-no-more event."
   },
   {
    "child": "fail_safe",
    "parent": "fault_tolerance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fail-safe is a specialization of fault tolerance in which continued service is sacrificed and the post-failure default state is engineered to be the least harmful.",
    "reason": "Fail-safe is a specialization of fault tolerance in which the response to failure is to drop into a pre-engineered least-harmful state rather than to continue providing service through redundancy or failover. It inherits the general fault-tolerance commitment that components will fail and that the system must be designed so individual failures do not cascade into system-level catastrophe, and specializes by fixing the strategy to safe-default-on-failure (brakes engage when power is lost, valves close when signal is lost) rather than to continued operational availability."
   }
  ],
  "permeability": [
   {
    "child": "escape_and_leakage",
    "parent": "permeability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'leakage is one failure mode (wrong-carrier over-permeability), not the whole pattern'; permeability is the general graded-crossing property of which escape_and_leakage is one corner.",
    "reason": "'leakage is one failure mode (wrong-carrier over-permeability), not the whole pattern'; permeability is the general graded-crossing property of which escape_and_leakage is one corner. permeability is the parent. Permeability supplies the genus: A bounded medium selectively passes some carrier through connected pathways. Escape and Leakage preserves that general structure while adding its differentia: Constrained quantities exit through unintended pathways. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "ontology": [
   {
    "child": "essentialism",
    "parent": "ontology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Essentialism presupposes ontology because its claims about essences are first-order commitments about what entities and kinds exist and how they are individuated.",
    "reason": "Essentialism presupposes ontology because the thesis that entities possess defining essences making them what they are is itself a claim within the ontological framework \u2014 about which categories are basic, what individuates members of a kind, and what grounds kind-membership across instances. Without the prior apparatus of inventorying basic entity types, supplying identity criteria, and articulating dependency relations, essentialism's modal claim about necessarily-possessed properties has no scaffolding to attach to. Essentialism is a particular ontological stance: it fills in the identity-and-kind-membership slots that ontology leaves open."
   }
  ],
  "reification": [
   {
    "child": "essentialism",
    "parent": "reification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Essentialism is reification applied specifically to CATEGORIES (a taxonomy treated as a natural kind); reification generalizes the move across scores, dashboards, maps, models.",
    "reason": "Essentialism is reification applied specifically to CATEGORIES (a taxonomy treated as a natural kind); reification generalizes the move across scores, dashboards, maps, models. essentialism is the categorical species. Add reification as a parent. Reification supplies the genus: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. Essentialism preserves that general structure while adding its differentia: Inherent defining properties. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "fallacy_of_misplaced_concreteness",
    "parent": "reification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallacy Of Misplaced Concreteness is a specialization of Reification, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Reification supplies the genus: An abstraction designed to summarise a substrate is treated as the substrate itself, with the audit trail back to the original allowed to atrophy. Fallacy Of Misplaced Concreteness preserves that general structure while adding its differentia: Mistaking an abstraction \u2014 a model, statistic, or construct \u2014 for a concrete thing, then applying interventions licensed only for the particulars to the reified stand-in. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "markedness": [
   {
    "child": "ethnocentrism",
    "parent": "markedness",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ethnocentrism is the specific shape markedness takes when one's own culture operates as the unmarked default against which others appear as marked deviations.",
    "reason": "Markedness names the asymmetric structure in which one member of an opposition functions as the unmarked baseline while the other is the marked specified case. Ethnocentrism is the specific shape this pattern takes in the cultural-perception domain: the observer's home cultural framework occupies the unmarked default slot \u2014 pre-reflective, treated as normal \u2014 while other cultures are processed as marked deviations to be explained, evaluated, or corrected. It is a structurally-particularized instance of marked-unmarked asymmetry whose two terms are one's own culture and all others."
   }
  ],
  "social_identity_theory": [
   {
    "child": "ethnocentrism",
    "parent": "social_identity_theory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ethnocentrism presupposes social identity theory because the home-frame centering requires prior identification with a cultural in-group.",
    "reason": "Ethnocentrism is the structural condition in which an observer's own cultural framework operates as the unmarked default against which other cultures are perceived as deviations. The whole construction presupposes that the observer has identified with the home culture as an in-group from which a portion of self-concept is derived. Social identity theory supplies exactly that mechanism: people categorize themselves into social groups and bind self-concept to those category memberships. Ethnocentrism is then the outward-judgment consequence that follows when the identified-with culture serves as the cognitive baseline, presupposing social identification as its precondition."
   },
   {
    "child": "identification",
    "parent": "social_identity_theory",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Identification typically presupposes Social Identity Theory, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Social Identity Theory supplies the prerequisite condition: Identity via groups. Identification operates against that background: One party aligns belief or action with another because it recognizes itself \u2014 its values, memberships, identity \u2014 in the other, with persuasion proceeding via self-concept rather than argument. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "nash_equilibrium": [
   {
    "child": "evolutionarily_stable_strategy",
    "parent": "nash_equilibrium",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prime explicitly states \"every ESS is Nash, but not every Nash is an ESS - ESS is the strict refinement\" adding a dynamic-stability criterion to Nash.",
    "reason": "Prime explicitly states \"every ESS is Nash, but not every Nash is an ESS - ESS is the strict refinement\" adding a dynamic-stability criterion to Nash. Nash Equilibrium supplies the genus: A strategy profile in which no agent can improve its payoff by unilaterally changing strategy, given the others' choices \u2014 the fixed point of the joint best-response correspondence. Evolutionarily Stable Strategy preserves that general structure while adding its differentia: A population strategy is stable if, once dominant, no rare mutant can invade \u2014 equilibrium defined by what survives perturbation, not by ex-ante agreement. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "cue_outcome_decoupling": [
   {
    "child": "evolutionary_trap",
    "parent": "cue_outcome_decoupling",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Evolutionary trap is cue-outcome decoupling specialized to an environment-driven coupling break outrunning a deeply installed rule's update rate.",
    "reason": "Both require a cue, a valued but indirect outcome, a historical coupling, a fast cue-response, a slow meaning-update channel, and persistence after the coupling breaks. The child requires the break to come from environmental change and adds the rate mismatch and cost asymmetry that turn stale cue following into a trap."
   }
  ],
  "balance": [
   {
    "child": "excitation_inhibition_balance",
    "parent": "balance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific regime where two large, concurrently-active opposed channels are differenced at every locus to yield a high-gain output \u2014 a specialization of balance (held by co-modulation, not static equilibrium).",
    "reason": "The specific regime where two large, concurrently-active opposed channels are differenced at every locus to yield a high-gain output \u2014 a specialization of balance (held by co-modulation, not static equilibrium). Balance supplies the genus: Even distribution of elements. Excitation-Inhibition Balance preserves that general structure while adding its differentia: Two opposed channels run concurrently and sum at every locus, so the system's output is the difference of two large quantities \u2014 high-gain, sharply tunable, and catastrophic to lose either side. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "unity_variety",
    "parent": "balance",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Unity and variety is the specific shape balance takes when the competing weights are coherence-pulling consistency and differentiation-pulling novelty.",
    "reason": "Unity and variety is the specific shape balance takes when the competing weights placed in the multi-component field are consistency (the pull toward coherence and recognizability) and variety (the pull toward novelty, contrast, and adaptive difference). It is a structurally-particularized instance of distributing weights so no component overwhelms the others and the aggregate condition is satisfied, with the added commitment that the target state is a relational balance maintaining enough unity for recognition and enough variety to prevent monotony. Both poles are required; pure unity produces stasis, pure variety incoherence."
   }
  ],
  "baseline_deviation": [
   {
    "child": "expectation_violation",
    "parent": "baseline_deviation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Expectation violation is baseline deviation specialized to an active predictive reference and a registered violation response.",
    "reason": "Expectation violation is baseline deviation specialized to an active predictive reference and a registered violation response. Both pair a realization with a legible reference and make the departure a first-class result. The reference must be actively predictive, the realization must breach it, and the breach must trigger surprise, reorientation, model revision, or repair."
   },
   {
    "child": "prediction_error",
    "parent": "baseline_deviation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Prediction error is baseline deviation specialized to a model-generated predictive reference and an operational signed residual.",
    "reason": "Both compare an observation with an explicit reference and make the departure a first-class fact. Prediction Error requires that the reference be generated by an identifiable predictor for this trial or time, retains the residual's direction or structure, and makes it available to update, route through, or diagnose the predictor."
   }
  ],
  "control_sample": [
   {
    "child": "experimental_design",
    "parent": "control_sample",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Experimental Design typically contains a Control Sample as the matched baseline arm whose contrast isolates the tested factor.",
    "reason": "When a control sample is used, it is an internal comparator in the experimental architecture rather than a whole containing the design. Its match to the focal sample and shared measurement turn their difference into the identifying contrast. The relation is typical because valid designs can use within-subject, factorial, historical, synthetic, or model-based contrasts without a separately designated control sample."
   }
  ],
  "technical_debt": [
   {
    "child": "explanatory_overlay_masking_structural_debt",
    "parent": "technical_debt",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Explanatory Overlay Masking Structural Debt is a specialization of Technical Debt, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Technical Debt supplies the genus: A present expedient choice imposes a future cost that compounds with system growth until it is paid down, with a principal, an interest payment, and a pay-down. Explanatory Overlay Masking Structural Debt preserves that general structure while adding its differentia: An artefact carrying avoidable structural confusion is patched with an informational overlay that makes it locally readable without retiring the underlying problem, and the overlay's local sufficiency quietly crowds out the structural fix that would actually resolve it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reversibility_horizon": [
   {
    "child": "external_analytic_challenge",
    "parent": "reversibility_horizon",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "External analytic challenge presupposes a reversibility horizon because it must land before accumulated commitment makes correction costlier than carrying the work forward.",
    "reason": "External analytic challenge presupposes a reversibility horizon because it must land before accumulated commitment makes correction costlier than carrying the work forward. If reversal cost does not change with timing, pre-commitment challenge has no structural advantage over post-commitment review and the defining scheduling constraint disappears. External challenge is a review arrangement timed relative to a commitment threshold, not a species of reversibility horizon."
   }
  ],
  "price_mechanism": [
   {
    "child": "externality",
    "parent": "price_mechanism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Externality presupposes the price mechanism because the externality is defined by what falls outside the price signal that coordinates market exchange.",
    "reason": "An externality is constituted as the unpriced residue of an economic action \u2014 the consequence to third parties that the market price fails to internalize. Without the price mechanism's role as the scalar signal that aggregates private costs and benefits into the coordinating signal between buyers and sellers, there would be no baseline against which to identify the externality's unpriced character. The externality is intelligible only against the background expectation that prices ought to convey full social cost, which the price-mechanism prime supplies."
   },
   {
    "child": "price_discrimination",
    "parent": "price_mechanism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Price discrimination presupposes the price mechanism because it depends on the prior existence of prices as the medium through which value is captured.",
    "reason": "Price discrimination presupposes the price mechanism because its structure \u2014 charging different prices to different buyer segments for the same good \u2014 operates on top of the prior apparatus of prices as the medium through which exchanges occur and surplus is allocated between buyer and seller. Without the price mechanism's prior structure of buyer willingness-to-pay meeting seller offer, there is no scalar dimension along which to discriminate. Price discrimination inherits this machinery and adds the further commitments that the seller has market power, can identify segments by willingness-to-pay, and can prevent arbitrage between low- and high-priced buyers."
   }
  ],
  "side_effect": [
   {
    "child": "externality",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'externality is the side-effect pattern given a price-system framing' \u2014 the substrate-specific, priced, third-party instance.",
    "reason": "'externality is the side-effect pattern given a price-system framing' \u2014 the substrate-specific, priced, third-party instance. side_effect is the substrate-neutral parent; externality keeps its price_mechanism/allocation parents. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Externality preserves that general structure while adding its differentia: Spillover effects. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "intervention_coupled_harm",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The harm is by definition a state change outside the intervention's declared benefit interface, riding the same channel as the benefit.",
    "reason": "The harm is by definition a state change outside the intervention's declared benefit interface, riding the same channel as the benefit. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Intervention-Coupled Harm preserves that general structure while adding its differentia: A beneficial intervention produces its harm through the same causal channel that produces its benefit, so the two cannot be tuned apart. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "side_channel_attack",
    "parent": "side_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Asserts the is a specialization of directly: \"a side channel is specifically the SUBSET of side effects that carry a function of protected state to a measuring observer.\" side_channel_attack is the informational/ adversarial species of side_effect (the unintended-consequence genus).",
    "reason": "Asserts the is a specialization of directly: \"a side channel is specifically the SUBSET of side effects that carry a function of protected state to a measuring observer.\" side_channel_attack is the informational/ adversarial species of side_effect (the unintended-consequence genus). Medium (not high) because the framed adversarial overlay (SF 0.7) adds real content beyond bare side_effect, but the subset relation is explicit and file-asserted. Other cross-refs (control_data_channel_confusion, hidden_information_reconstruction) are lateral, not parents. Side Effect supplies the genus: An action's change to shared state beyond its declared interface. Side Channel Attack preserves that general structure while adding its differentia: A system's legitimate outputs reveal information its access policy meant to protect, via observable consequences the policy never enumerated. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "transferability_overclaim": [
   {
    "child": "extrapolation_beyond_sampled_regime",
    "parent": "transferability_overclaim",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Extrapolation beyond a sampled regime is Transferability Overclaim specialized to a calibrated apparatus that leaves its validated regime while continuing to display in-regime confidence.",
    "reason": "Every admitted case carries a locally warranted competence or reliability claim beyond the sampled regime that bounded its evidence. The apparatus continues to present the output and confidence as though those scope conditions still held, creating the parent's reach-versus-warrant gap. Extrapolation adds a calibrated apparatus, an out-of-regime input, a self-blind confidence indicator, and an absent regime-exit detector."
   }
  ],
  "narrative": [
   {
    "child": "fabula_and_syuzhet",
    "parent": "narrative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Fabula and Syuzhet usually presupposes Narrative because the distinction originated as a way to separate a story's event chronology from its order of presentation, but the separation can transfer to non-narrative ordered representations.",
    "reason": "Narrative supplies the canonical object in which fabula and syuzhet was identified: connected events can be reconstructed into an underlying chronology while being encountered in a deliberately chosen order. Yet the prime's portable structure is the separation between an underlying event order and an order of presentation, which can also organize logs, interfaces, curricula, and technical explanations that are not narratives in the stronger story-like sense. Narrative is therefore a typical enabling context rather than a universal containing whole."
   },
   {
    "child": "grand_narrative_metanarrative",
    "parent": "narrative",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A grand narrative is a specialization of narrative; it is a story-structure scaled up to give a unifying account of history or a whole domain.",
    "reason": "Narrative is the structural pattern of selecting, sequencing, and causally connecting events into a whole with an interpretive arc. A grand narrative or metanarrative is the specific case where the story is scaled to cover history, society, or a whole domain under a single trajectory or logic \u2014 progress, emancipation, rationalization, salvation. It inherits the basic emplotment machinery of narrative and adds commitments to comprehensive scope, directional teleology, and a legitimating function that organizes many local narratives under a common trajectory."
   },
   {
    "child": "narrative_construction_in_history",
    "parent": "narrative",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical narrative construction is the specific shape narrative takes when its events are drawn from an evidentiary record about the past.",
    "reason": "Historical narrative construction is the specific shape narrative takes when the events being selected, sequenced, and connected are drawn from an evidentiary historical record. Narrative's general anatomy \u2014 selection of events, causal-temporal connection, beginning-middle-end emplotment, interpretive arc \u2014 is structurally particularized into the historian's choices: which traces enter the story, which causal and moral links are made explicit, which elements are backgrounded or footnoted. The general emplotment operation is preserved; the specific shape is its accountability to an evidentiary record that constrains but underdetermines the narrative produced."
   },
   {
    "child": "narrative_persuasion",
    "parent": "narrative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Narrative persuasion presupposes narrative because the persuasive mechanism operates through emplotted story structure, not bare claims.",
    "reason": "Narrative persuasion shifts belief through story-mediated transportation: the audience inhabits a storyworld and imports its assumptions into their working model. This presupposes narrative itself, the structural pattern in which events are selected, sequenced, and emplotted into a whole with beginning, development, and closure organized around agents. Without an emplotted artifact whose meaning arises from ordered connection rather than from individual claims, there is no storyworld to be transported into and no character to identify with; the suppression of counter-argument depends on processing a world-to-inhabit rather than a proposition."
   },
   {
    "child": "sensemaking",
    "parent": "narrative",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Sensemaking commonly contributes the live construction of Narrative, but some working interpretations organize cues through non-story representational forms.",
    "reason": "Sensemaking often constructs a plausible story by selecting cues and connecting events into a causal-temporal account that enables action, so it commonly contributes the live construction of a narrative. But a working interpretation can instead take the form of a map, category system, causal diagram, matrix, or other non-story model. Narrative is therefore a frequent containing product of sensemaking rather than a universal one."
   }
  ],
  "form_and_content": [
   {
    "child": "fabula_and_syuzhet",
    "parent": "form_and_content",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Fabula (content/what) and syuzhet (form/how presented) is a specific instance of the form-content duality applied to narrative temporal sequencing.",
    "reason": "Fabula (content/what) and syuzhet (form/how presented) is a specific instance of the form-content duality applied to narrative temporal sequencing. Form and Content supplies the genus: The relationship between a work's structure and its substance. Fabula And Syuzhet preserves that general structure while adding its differentia: The chronology of events and the order in which they are told are separable design objects, each optimizable for its own criterion. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "ornamentation",
    "parent": "form_and_content",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Ornamentation presupposes form and content because decorative elaboration adds form to a substrate without altering its primary functional content.",
    "reason": "Ornamentation presupposes form and content because the very move of applying decorative detail to a functional substrate requires the form-content distinction: the substrate carries the primary function (content), and the ornament elaborates its presentation (form) without necessarily altering what the object does. Without the dualism that separates what-is-conveyed from how-it-is-presented, ornament collapses into structure and the discretionary aesthetic dimension disappears. Ornamentation operates precisely in the form-axis space the parent prime opens, while leaving content axis largely intact."
   },
   {
    "child": "template_instantiation",
    "parent": "form_and_content",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Instantiation requires the reusable structural frame to remain separable from the variable content bound into it.",
    "reason": "Instantiation requires the reusable structural frame to remain separable from the variable content bound into it. The parent can occur independently, but without it the child\u2019s mechanism is undefined; this is prerequisite dependence rather than subsumption."
   }
  ],
  "cartesian_product": [
   {
    "child": "factorial_design",
    "parent": "cartesian_product",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Factorial Design is a specialization of Cartesian Product, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Cartesian Product supplies the genus: All combinations of independent dimensions, one choice per axis. Factorial Design preserves that general structure while adding its differentia: Multiple variables tested together. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "functional_redundancy_degeneracy": [
   {
    "child": "fallback_path",
    "parent": "functional_redundancy_degeneracy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fallback Path is the ordered primary-secondary species of diverse pathways that can realize the same minimum function.",
    "reason": "Fallback Path is the ordered primary-secondary species of diverse pathways that can realize the same minimum function. At least two non-identical pathways can each deliver the specified minimum function, so loss or inadequacy of one need not eliminate it. One path is preferred, another is secondary, and an explicit failure or insufficiency condition governs the handoff."
   }
  ],
  "unfalsifiability": [
   {
    "child": "falsifiability",
    "parent": "unfalsifiability",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Falsifiability and Unfalsifiability are co-defining complements distinguished by whether a stable claim-defeating observation exists.",
    "reason": "Each concept fixes the contrast class of the other within empirical claim-evidence relations. Falsifiability requires at least one stable forbidden observation; Unfalsifiability denies that any admissible observation has stable claim-defeating force. Neither is a subtype or component of the other, so the relation is strict and mutual."
   }
  ],
  "robustness": [
   {
    "child": "fault_tolerance",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Fault tolerance is a specialization of robustness focused on continued operation specifically under component failures rather than across all perturbations.",
    "reason": "Fault tolerance specializes robustness by fixing the perturbation class to component failures: hardware breakage, software bugs, network partitions, adversarial corruption. Where robustness names maintained function across a broad envelope of input conditions and disturbances generally, fault tolerance focuses specifically on internal-component failure as the perturbation type, deploying redundancy, monitoring, failover, and graceful degradation as its characteristic mechanisms \u2014 a particular shape robustness takes when the threats targeted are the failures of the system's own constituent parts."
   },
   {
    "child": "nonparametric_methods",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Distribution-free methods maintain valid inference across distributional variation \u2014 statistical robustness to functional-form misspecification.",
    "reason": "Distribution-free methods maintain valid inference across distributional variation \u2014 statistical robustness to functional-form misspecification. Robustness supplies the genus: Maintain functionality under stress. Nonparametric Methods preserves that general structure while adding its differentia: Distribution-free analysis. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "resilience",
    "parent": "robustness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resilience is a specialization of robustness in which the maintained function is reached by absorbing disturbance and recovering or adapting rather than only by graceful degradation.",
    "reason": "Resilience is a specialization of robustness in which the maintained function is achieved through absorption-and-recovery dynamics: returning to the prior state, remaining within a regime, or reorganizing to preserve essential function. It inherits the general robustness commitment of sustained adequate function across a wide envelope of perturbations and conditions, and specializes by emphasizing the time-extended response to disturbance: absorbing the hit, then returning, persisting, or transforming. Robustness names the static envelope; resilience names the dynamic trajectory back into it after a disturbance."
   }
  ],
  "inhibition": [
   {
    "child": "feedforward_inhibition",
    "parent": "inhibition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Feedforward inhibition is inhibition specialized to the case where the SAME go-signal drives both the activator and a parallel brake (pre-committed, not error-tuned).",
    "reason": "Feedforward inhibition is inhibition specialized to the case where the SAME go-signal drives both the activator and a parallel brake (pre-committed, not error-tuned). inhibition is the genus (the general external/applied brake on a transformation); this candidate is the same-input parallel-path special case. NOTE inhibition is also a candidate in THIS batch -> a candidate-to-candidate parent edge. Inhibition supplies the genus: An external agent actively slows, blocks, or reduces an otherwise-active transformation by occupying or counteracting the mechanism that would carry it forward. Feedforward Inhibition preserves that general structure while adding its differentia: The same input that activates a downstream element simultaneously recruits a brake on it along a parallel path, so the response is shaped by their difference. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "lateral_inhibition",
    "parent": "inhibition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lateral_inhibition is the specific SPATIAL arrangement (active units suppress neighbours to sharpen contrast) of the general applied block; plain inhibition makes no spatial/contrast commitment.",
    "reason": "lateral_inhibition is the specific SPATIAL arrangement (active units suppress neighbours to sharpen contrast) of the general applied block; plain inhibition makes no spatial/contrast commitment. inhibition is the substrate-general parent. The 0.9087 similarity resolves to parent-of, not duplicate."
   }
  ],
  "formalization": [
   {
    "child": "formal_system",
    "parent": "formalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'Not formalization \u2014 formalization is the PROCESS, a formal_system is the ARTIFACT that process aims at.' The finished four-component package presupposes (is the product of) the formalization process.",
    "reason": "'Not formalization \u2014 formalization is the PROCESS, a formal_system is the ARTIFACT that process aims at.' The finished four-component package presupposes (is the product of) the formalization process. Formalization supplies the prerequisite condition: Rendering informal practice into explicit, codified, rule-governed form. Formal System operates against that background: Symbols, formation rules, axioms, and inference rules closed under mechanical derivation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "formal_vs_informal_structures",
    "parent": "formalization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Formal vs informal structures presupposes formalization because the formal layer is by definition the codified, rule-governed counterpart to the informal practice.",
    "reason": "The formal-versus-informal duality requires that some practices be rendered explicit and codified into rules, charters, and policies \u2014 the very move that formalization names. Without the formalization machinery \u2014 making tacit practice statable, checkable, and transmissible \u2014 there would be no formal layer to contrast with the informal layer; the distinction would collapse into a single tier of uncodified practice. Formalization is the structural operation that produces the formal half of the duality, and is therefore presupposed by the dual structure."
   }
  ],
  "self_organization": [
   {
    "child": "fractal_geometry",
    "parent": "self_organization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fractal geometry presupposes self-organization because the recursive scale-invariant structures it studies typically arise from local rules without a central designer.",
    "reason": "Fractal geometry presupposes self-organization because the natural and physical instances it catalogs (coastlines, vascular networks, lungs, large-scale structure, asset-price series) acquire their scale-repeating roughness through local interaction rules under their own dynamics rather than from an externally imposed blueprint. Self-organization supplies the causal architecture by which macro-order emerges from micro-rule; fractal geometry then provides the quantitative vocabulary, especially fractal dimension, for measuring the recursive structure that self-organizing processes characteristically generate across scales."
   }
  ],
  "scale_invariance": [
   {
    "child": "fractal_geometry",
    "parent": "scale_invariance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Fractal Geometry is typically a specialization of Scale Invariance, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Scale Invariance supplies the genus: Behavior unchanged under scaling. Fractal Geometry preserves that general structure while adding its differentia: Self-similar patterns. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "defect": [
   {
    "child": "fracture_toughness",
    "parent": "defect",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fracture Toughness begins after a localized defect already exists and asks whether the substrate arrests or permits its coupling-mediated spread.",
    "reason": "This preserves the source's decisive initiation-versus-propagation separation. Defect is not an internal arrest mechanism or a genus of toughness; it is the required damaged initial condition against which the toughness property is defined."
   }
  ],
  "zero_force_null_baseline": [
   {
    "child": "frictionless_benchmark_reasoning",
    "parent": "zero_force_null_baseline",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frictionless Benchmark Reasoning is the Zero-Force Null Baseline subtype whose idealized case yields a sharp invariance, irrelevance, conservation, or efficiency result that becomes the program's coordinate origin.",
    "reason": "Both retain a deliberately false no-perturbation reference and interpret real departures through separately named forces. Frictionless Benchmark Reasoning adds a theorem-like result\u2014an invariance, irrelevance, conservation, or efficiency claim\u2014and uses that sharp result as the fixed origin for an organized research program. Zero-Force Null Baseline remains broader because its reference may instead yield another exact distribution, level, trajectory, or equilibrium without that invariance-style differentia."
   }
  ],
  "responsibility_attribution": [
   {
    "child": "fundamental_attribution_error",
    "parent": "responsibility_attribution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Fundamental attribution error presupposes responsibility attribution because it names a systematic bias inside the very act of assigning causes to agents.",
    "reason": "Fundamental attribution error presupposes responsibility attribution because it is defined as a characteristic distortion in how the assignment from outcome to agent is performed: over-weighting dispositional sources and under-weighting situational ones, with an asymmetric self-other pattern. Without the prior operation of mapping observed behavior back onto candidate causes and apportioning credit or blame, there is no assignment for the bias to skew. The error is parasitic on the attribution machinery; it specifies which input weights get systematically miscalibrated when agents perform the directed assignment from effects to responsible sources."
   },
   {
    "child": "great_man_theory",
    "parent": "responsibility_attribution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Great Man Theory presupposes responsibility attribution because it concentrates causal credit for historical outcomes onto exceptional individuals.",
    "reason": "Great Man Theory attributes major historical outcomes to the actions and characteristics of exceptional individuals rather than to structural or sociological forces, treating those individuals as causally efficacious in ways structural accounts cannot reduce. The position is a particular application of responsibility attribution: mapping outcomes back to agents, with counterfactual-dependence as the test. Responsibility attribution supplies the underlying directed-assignment-from-effects-to-sources operation. Great Man Theory specializes it by concentrating the assignment heavily on individual agents and privileging their counterfactual significance over structural variables in the historical case."
   },
   {
    "child": "scapegoating",
    "parent": "responsibility_attribution",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scapegoating is a specialization of responsibility attribution in which diffuse collective blame is concentrated onto a single chosen target.",
    "reason": "Scapegoating is a specialization of responsibility attribution. Both operations map outcomes back onto sources, apportioning blame; scapegoating specializes by concentrating the assignment on a single marked target whose punishment discharges the collective's distress, regardless of actual causal contribution. The general structure of directed-assignment-from-effects-to-sources persists, but the counterfactual and normative gates are bypassed in favor of displacement and concentration. The assignment operation itself remains, while its quality controls collapse \u2014 making scapegoating a pathological specialization rather than a separate phenomenon."
   },
   {
    "child": "self_handicapping",
    "parent": "responsibility_attribution",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-handicapping is the specific shape responsibility attribution takes when an agent pre-arranges an external excuse to shield ability from blame.",
    "reason": "Responsibility attribution is the directed assignment from outcomes to responsible sources, gated by counterfactual and normative tests. Self-handicapping is the particular shape this operation takes when an agent strategically engineers the attribution in advance: by introducing a performance-degrading obstacle before the task, the agent ensures that any failure attribution will land on the obstacle rather than on ability. It is a structurally-particularized instance of attribution whose specific machinery is pre-emptive cause-planting to redirect the post-hoc assignment away from internal capability."
   }
  ],
  "substitutability": [
   {
    "child": "fungibility",
    "parent": "substitutability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Calls fungibility 'a strict, symmetric strengthening of substitutability' \u2014 the lossless, symmetric, any-for-any case.",
    "reason": "Calls fungibility 'a strict, symmetric strengthening of substitutability' \u2014 the lossless, symmetric, any-for-any case. Substitutability supplies the genus: One component replaces another without functional degradation. Fungibility preserves that general structure while adding its differentia: Any unit of a class substitutes for any other without loss, erasing individual identity in favor of type and quantity. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "pipeline": [
   {
    "child": "funnel_analysis",
    "parent": "pipeline",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Funnel analysis presupposes an ordered pipeline whose stage boundaries let entrants, exits, and conditional survival be attributed to particular transitions.",
    "reason": "Per-stage attrition is meaningful only when a population moves through a defined sequence with countable entry and exit at each boundary. Pipeline supplies that ordered stage structure; Funnel Analysis supplies the diagnostic accounting that localizes loss and identifies the binding stage."
   },
   {
    "child": "serial_local_optimization_failure",
    "parent": "pipeline",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A serial local optimization failure contains a pipeline because its locally optimizing stages must be arranged in an ordered chain whose outputs or decisions become the next stage's conditions.",
    "reason": "Pipeline supplies the ordered stage-to-stage structure. The failure is not merely several optimizers acting at once: each stage receives a condition shaped by another stage and passes a changed condition onward, allowing local deviations to accumulate through the chain."
   }
  ],
  "indirection": [
   {
    "child": "future_or_promise",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A future/promise is a reified placeholder interposed between consumer and eventual value, matching indirection's definition of an interposed reference decoupling access from binding.",
    "reason": "A future/promise is a reified placeholder interposed between consumer and eventual value, matching indirection's definition of an interposed reference decoupling access from binding. Indirection supplies the genus: Introduces intermediary references. Future Or Promise preserves that general structure while adding its differentia: A first-class placeholder for a value committed to be supplied later. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "identifier_assignment",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Identifier_assignment CREATES the handle that indirection later resolves (dereference uses indirection); minting+binding is a prior distinct act that presupposes the indirection-resolution machinery.",
    "reason": "Identifier_assignment CREATES the handle that indirection later resolves (dereference uses indirection); minting+binding is a prior distinct act that presupposes the indirection-resolution machinery. Indirection supplies the prerequisite condition: Introduces intermediary references. Identifier Assignment operates against that background: Mint a durable handle for an entity and bind it to that entity in a public, queryable record, so future reference can route through the handle without re-describing the entity. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "persistent_identifier",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A persistent identifier is a specific, committed, institutionally-maintained indirection (opaque token and declared scope and guaranteed resolver) \u2014 a specialization of the bare indirection technique with a standing institutional obligation.",
    "reason": "A persistent identifier is a specific, committed, institutionally-maintained indirection (opaque token and declared scope and guaranteed resolver) \u2014 a specialization of the bare indirection technique with a standing institutional obligation. Indirection supplies the genus: Introduces intermediary references. Persistent Identifier preserves that general structure while adding its differentia: A designed token committed to keep resolving to its entity across changes in the entity's location, representation, custodian, or version, via a separately maintained resolver. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "publish_subscribe",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Pub-sub routes through a named intermediary TOPIC/broker rather than to a recipient \u2014 'the topic itself becomes an object,' a reified intermediary reference.",
    "reason": "Pub-sub routes through a named intermediary TOPIC/broker rather than to a recipient \u2014 'the topic itself becomes an object,' a reified intermediary reference. It presupposes indirection (introducing an intermediary reference that decouples endpoints)."
   },
   {
    "child": "registry_mediated_discovery",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The specific three-party form of indirection \u2014 provider, consumer, and a registry that is its own addressable entity \u2014 whose payoff is turnover survival (a provider can relocate without consumer change).",
    "reason": "The specific three-party form of indirection \u2014 provider, consumer, and a registry that is its own addressable entity \u2014 whose payoff is turnover survival (a provider can relocate without consumer change). Indirection is the abstraction's structural parent; registry-mediated discovery uses indirection but adds the registry, the stable-name/mutable-location split, and turnover survival. Indirection supplies the genus: Introduces intermediary references. Registry-mediated discovery preserves that general structure while adding its differentia: Agents find each other through a shared registry rather than by direct reference: a named indirection mapping stable identifiers to current locations, so coupling survives turnover. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "variant_access_point",
    "parent": "indirection",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Alias-to-authority is implemented through indirection (a resolution layer routes a variant to its authority) but is the specific asymmetric, many-to-one, identity-aggregating use of it.",
    "reason": "Alias-to-authority is implemented through indirection (a resolution layer routes a variant to its authority) but is the specific asymmetric, many-to-one, identity-aggregating use of it. Indirection is the generic mechanism; the aggregation-bearing many-to-one asymmetry is the specialization. Presupposes indirection. Indirection supplies the prerequisite condition: Introduces intermediary references. Alias-to-Authority Mapping operates against that background: One canonical form for a referent is maintained while every variant label routes many-to-one to it, so identity aggregates while the referent stays reachable by any name. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "virtualization",
    "parent": "indirection",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Virtualization is a specialization of indirection in which the interposed reference simulates a dedicated underlying resource over a shared substrate.",
    "reason": "Virtualization is a specialization of indirection in which the interposed layer is designed to present an abstracted, logically separated simulation of an underlying physical resource so that multiple consumers each appear to have exclusive access. It inherits the general indirection commitment of accessing a provider through a referencing mechanism so that the provider's identity, location, or implementation can change transparently. Its specialization is that the layer additionally translates logical operations into physical ones, manages isolation, and multiplexes a shared substrate among independent instances."
   }
  ],
  "comparative_advantage": [
   {
    "child": "gains_from_trade",
    "parent": "comparative_advantage",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Gains from trade presupposes comparative advantage because the welfare improvement requires that parties specialize according to their relative opportunity costs.",
    "reason": "Gains from trade is the positive-sum outcome that arises when parties specialize and exchange, but the welfare improvement depends on the prior structural fact that the parties differ in relative opportunity cost \u2014 comparative advantage. Without the underlying commitment that relative efficiencies determine the welfare-improving specialization pattern, the specialization that generates gains would have no basis: parties with identical opportunity-cost ratios produce no surplus from trade. The comparative-advantage structure is what makes the exchange positive-sum rather than zero-sum."
   }
  ],
  "network_traversal": [
   {
    "child": "garbage_collection",
    "parent": "network_traversal",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Garbage collection contains a reachability traversal from declared roots to distinguish live resources from reclaimable ones.",
    "reason": "Root declaration, eligible-reference walking, and visited-state marking are constitutive parts of reachability-bounded garbage collection; the traversal exposes the live set before the unreachable complement can be reclaimed."
   }
  ],
  "holism": [
   {
    "child": "gestalt_principles",
    "parent": "holism",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the automatic-perception and named-grouping-rule frame from Gestalt principles leaves holism's claim that whole-level relational properties are not recoverable from isolated part properties.",
    "reason": "Gestalt organization begins with discrete elements but makes the organized whole the primary percept and gives it shape, motion, figurehood, and meaning not present in the elements independently. Holism is the exact substrate-neutral irreducibility core; Gestalt adds a perceiver, a field, automatic parallel grouping rules, and perceptual-economy commitments."
   }
  ],
  "open_goal_persistence": [
   {
    "child": "goal_shielding",
    "parent": "open_goal_persistence",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Goal Shielding presupposes Open-Goal Persistence because competitors can be suppressed during pursuit only while one selected goal remains active across the execution interval.",
    "reason": "Goal Shielding controls rival access around an already selected goal; it does not itself explain why that goal retains active status until completion, abandonment, or swap. Open-Goal Persistence supplies the maintained selection and release event. Shielding adds asymmetric inhibition of alternatives and the interrupt policy governing what can break through."
   }
  ],
  "proxy_target_divergence": [
   {
    "child": "goodharts_law",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goodhart's Law is Proxy-Target Divergence specialized to the mechanism in which binding optimization pressure on the proxy destroys its correlation with the construct.",
    "reason": "Proxy-Target Divergence is the umbrella for any decoupling between an operational measure and the underlying target. Goodhart's Law fixes the mechanism to a control loop that rewards or penalizes the proxy, causing effort to move into the exploitable proxy-target wedge until the relationship collapses."
   },
   {
    "child": "record_reality_divergence",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A stale authoritative record is a proxy that has decoupled from the reality (target) it describes while still driving decisions, fitting the named-children pattern (alongside Goodhart, sensor drift, etc.).",
    "reason": "A stale authoritative record is a proxy that has decoupled from the reality (target) it describes while still driving decisions, fitting the named-children pattern (alongside Goodhart, sensor drift, etc.). Proxy-Target Divergence supplies the genus: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. Record-Reality Divergence preserves that general structure while adding its differentia: An authoritative record of an external state drifts from the reality it describes while remaining the basis for downstream decisions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reference_standard_decay",
    "parent": "proxy_target_divergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reference Standard Decay is a specialization of Proxy-Target Divergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Proxy-Target Divergence supplies the genus: An apparatus calibrated against a proxy keeps operating on it after the proxy-target relationship has silently decoupled. Reference Standard Decay preserves that general structure while adding its differentia: A measuring apparatus keeps scoring against a reference standard that has silently drifted, so its numbers stay stable while their meaning shifts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "intervention_induced_model_invalidation": [
   {
    "child": "goodharts_law",
    "parent": "intervention_induced_model_invalidation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Goodhart's Law is Intervention-Induced Model Invalidation specialized to a proxy relationship that breaks because the proxy is placed under binding optimization pressure.",
    "reason": "The proxy's pre-intervention correlation with the construct is an implicit calibrated model. Using that relationship to allocate reward, penalty, or control changes agent behavior toward the cheapest proxy-improving actions, so the relationship no longer transports into the targeted regime. Goodhart specializes the parent with a proxy, construct, exploitable wedge, and metric-directed optimization."
   }
  ],
  "accountability": [
   {
    "child": "governance",
    "parent": "accountability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Accountability is an internal element of Governance, assigning who must answer for decisions, conduct, and outcomes.",
    "reason": "Governance is the durable architecture of authority, accountability, and decision rights through which a collective system is steered. Accountability is one internal element: it identifies who must answer for an action or outcome, to whom, and through what review or sanction mechanism. Authority without accountability would allocate power while omitting the answerability structure that Governance explicitly includes."
   },
   {
    "child": "severed_accountability_via_unearned_revenue",
    "parent": "accountability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Severed accountability presupposes an accountability relation as the reference architecture whose effective principal-to-agent leverage a bypassing revenue channel disables.",
    "reason": "The pattern requires an agent, a principal or constituency to whom the agent is answerable in role, and a counterfactual channel through which that principal would ordinarily impose consequences. Unearned revenue bypasses that channel and makes the answerability relation ineffective. The resulting configuration is therefore built against accountability as its reference architecture, but it is not a species of working accountability: it names the structural disabling of accountability's consequence-bearing leverage."
   }
  ],
  "monoid": [
   {
    "child": "group",
    "parent": "monoid",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A Group is exactly a Monoid in which every element additionally has an inverse.",
    "reason": "Forget the inverse requirement from a Group and its carrier, closed associative operation, and two-sided identity still satisfy every Monoid commitment. Monoid can occur without universal inverses, while Group adds that strict differentia, establishing the non-flattened subsumption chain Group \u2192 Monoid \u2192 Semigroup."
   }
  ],
  "conformity": [
   {
    "child": "groupthink",
    "parent": "conformity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Groupthink is the specific shape conformity takes when high cohesion and directive leadership suppress dissent and produce premature consensus.",
    "reason": "Groupthink is the structurally-particularized form conformity takes under specific antecedent conditions: high cohesion, insulation, directive leadership, member homogeneity, and stress combine to amplify the individual-yields-to-aggregate pull until private information is suppressed and consensus precedes deliberation. It inherits conformity's pattern of individual judgment pulled toward group standard under normative and informational pressure, particularized to the small-group decision-making case where the eight Janis symptoms diagnose the pathology."
   },
   {
    "child": "herding_behavior",
    "parent": "conformity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Herding is conformity specialized to alignment with the crowd's visible choices under uncertainty, usually through informational rather than purely normative pressure.",
    "reason": "Both make a unit's expressed choice depend on a perceived aggregate rather than only on its private judgment. Herding fixes the aggregate signal to others' visible choices and foregrounds imitation under uncertainty; Conformity also admits alignment driven by sanction, belonging, or a group norm. Information Cascade remains a separate sequential strict child and is not an alias."
   },
   {
    "child": "preference_falsification",
    "parent": "conformity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Operates against a conformist baseline (the cheaper public stance) under expression-cost asymmetry; but is emphatic it is not conformity (held preference preserved, not adopted).",
    "reason": "Operates against a conformist baseline (the cheaper public stance) under expression-cost asymmetry; but is emphatic it is not conformity (held preference preserved, not adopted). Conformity supplies the prerequisite condition: Aligning one's behaviour or beliefs to a group standard. Preference Falsification operates against that background: Under asymmetric cost on expression, agents voice a cheaper preference than the one they privately hold, so the visible distribution diverges from the held one. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "automaticity": [
   {
    "child": "habit",
    "parent": "automaticity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A habit is a specialized automatic regime in which a recurring cue selects a learned action that persists even after its outcome has been devalued.",
    "reason": "Automaticity supplies low-supervision execution; habit adds a learned cue-action binding and the diagnostic of outcome-devaluation insensitivity, so every habit is automatic but not every automatic process is a habit."
   }
  ],
  "conditioning_behavioral": [
   {
    "child": "habit",
    "parent": "conditioning_behavioral",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A habit is the installed result of (operant) conditioning \u2014 the durable cue-action binding that conditioning writes; it presupposes the conditioning process.",
    "reason": "A habit is the installed result of (operant) conditioning \u2014 the durable cue-action binding that conditioning writes; it presupposes the conditioning process. Conditioning (Behavioral) supplies the prerequisite condition: Learning via association. Habit operates against that background: A cue-triggered, automatically executed action sequence that persists under outcome devaluation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "reinforcement",
    "parent": "conditioning_behavioral",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Reinforcement is the OPERANT core of conditioning (action-strengthening-by-consequence); conditioning_behavioral is the broader umbrella (incl.",
    "reason": "Reinforcement is the OPERANT core of conditioning (action-strengthening-by-consequence); conditioning_behavioral is the broader umbrella (incl. Pavlovian). Conditioning (Behavioral) supplies the genus: Learning via association. Reinforcement preserves that general structure while adding its differentia: An action's consequence selectively changes the probability of that action recurring under similar conditions. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "tolerance": [
   {
    "child": "habituation",
    "parent": "tolerance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Habituation is tolerance specialized to learned, stimulus-specific response decrement that can recover after a pause or reverse under a novel stimulus.",
    "reason": "Both require repeated or sustained exposure to reduce a capable receiver's response. Habituation adds a history of inconsequential stimulation plus the diagnostic differentia of stimulus specificity, spontaneous recovery, and dishabituation, excluding receptor damage, undifferentiated fatigue, and static insensitivity admitted by the broader response-tolerance family."
   }
  ],
  "implicit_knowledge": [
   {
    "child": "habitus",
    "parent": "implicit_knowledge",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Habitus presupposes implicit knowledge because its durable, transposable dispositions operate pre-reflectively without explicit articulation by the agent.",
    "reason": "Habitus is the system of durable, transposable dispositions that an individual acquires through sustained social exposure and that operates as the pre-reflective structuring principle of perception, judgment, and action. The dispositions guide behavior without being available for explicit articulation \u2014 agents act as though they know rules they cannot state. Implicit knowledge supplies precisely that structural commitment: knowledge influencing performance without verbal accessibility. Habitus specializes implicit knowledge to socially-acquired class-and-context-specific dispositions, with the social conditions of acquisition as the specific source of the implicit content."
   }
  ],
  "distortion": [
   {
    "child": "harmonic_distortion",
    "parent": "distortion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Harmonic Distortion is a specialization of Distortion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Distortion supplies the genus: Systematic, mapping-induced deviation of an output from a faithful rendering of its input. Harmonic Distortion preserves that general structure while adding its differentia: Passing a signal through a nonlinear transfer function generates new frequency components \u2014 harmonics and intermodulation products \u2014 absent from the input, an artifact of the nonlinearity itself rather than of any sampling or discretization. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "unreliable_narrator",
    "parent": "distortion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An unreliable narrator is distortion specialized to a source's systematic reporting function relative to the reality it represents.",
    "reason": "It inherits a stable mapping-induced deviation and adds a receiver who models the source's motives, limits, and bias so the account can be inverted rather than accepted transparently."
   }
  ],
  "crowding_out": [
   {
    "child": "helpful_inflow_displacement",
    "parent": "crowding_out",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Helpful-inflow displacement is crowding out specialized to unsolicited pro-social inflow consuming the coordinator attention needed for the primary work.",
    "reason": "Both identities require an introduced activity to consume the finite substrate on which an incumbent activity depends. The child fixes that substrate to coordinator attention and adds unsolicited pro-social presentation, per-unit handling cost above operational value, a social cost of refusal, and a volume threshold at which apparent help becomes displacement."
   }
  ],
  "order": [
   {
    "child": "hierarchy",
    "parent": "order",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Hierarchy is order with explicit levels and asymmetric cross-level structure.",
    "reason": "Hierarchy retains the general ordering relation and adds explicit ranked levels, transitive asymmetric cross-level semantics, and often rooted parent structure. The order entry explicitly treats hierarchy as a kind of order rather than every order as hierarchical."
   },
   {
    "child": "rank_dependent_value",
    "parent": "order",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Rank-Dependent Value contains an ordering of the comparison distribution because ordinal position is the argument from which its positional component is computed.",
    "reason": "Rank is undefined until the members of a comparison set are placed under an order relation. Order is therefore an internal constituent: it supplies the ordinal positions while Rank-Dependent Value adds a mapping from those positions to value and the rank-preserving-shift invariance. Remove the order and no first, median, percentile, or relative standing remains to carry value."
   },
   {
    "child": "stack",
    "parent": "order",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stack is the LIFO species of order, adding strict nesting and last-opened-first-closed precedence.",
    "reason": "Stack is a specialized ordering discipline in which entries form a strict nesting relation and the most recently opened item must be the next one closed; removing that differentia leaves the more general ordering relation."
   },
   {
    "child": "well_foundedness_well_ordering",
    "parent": "order",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Well-foundedness presupposes order because it is a property of a binary order relation: every non-empty subset has a minimal element with no infinite descending chain.",
    "reason": "Well-foundedness presupposes order because its definition is a property of a binary order relation on a set: every non-empty subset admits a minimal element, equivalently no infinite descending chain. Order supplies the underlying ranking-and-precedence structure with reflexivity-or-irreflexivity, antisymmetry-or-asymmetry, and transitivity; well-foundedness adds the strengthening that descent must terminate. Without the prior availability of a binary order relation to be evaluated for descending chains, the well-foundedness criterion has no object to apply to and no notion of \"descending\" to constrain."
   }
  ],
  "determinism": [
   {
    "child": "historical_determinism",
    "parent": "determinism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Historical determinism is a kind of determinism in which historical outcomes are held to be fixed by underlying lawful forces independent of individual agency.",
    "reason": "Historical determinism is a specialization of determinism: it asserts that the present state of a society plus the underlying forces (economic base, technological trajectory, geographic endowment) fix the trajectory of historical outcomes via lawful regularity. It inherits determinism's structural thesis \u2014 state plus laws yields unique successor \u2014 particularized to the macro-historical case where the relevant state and laws operate over civilizational rather than physical variables, with the corresponding deflation of contingency and agency."
   }
  ],
  "presentism": [
   {
    "child": "historical_empathy",
    "parent": "presentism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Historical empathy presupposes presentism because it is a corrective discipline defined precisely against presentism's import of present values into the past.",
    "reason": "Historical empathy presupposes presentism because its methodological structure is defined as the corrective to presentism: it deliberately reconstructs past actors' decision environments under the beliefs, norms, and information they actually held rather than under those of the interpreter's present. Presentism supplies the diagnostic error pattern (import of present categories into past contexts) against which historical empathy positions its discipline. Without the prior identification of presentism as the systematic interpretive error, there is no contrast that historical empathy is engineered to avoid and against which its methods are justified."
   }
  ],
  "historicism": [
   {
    "child": "historical_empathy",
    "parent": "historicism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Historical empathy interprets past actors under their own beliefs and constraints \u2014 a historicist, context-bound method.",
    "reason": "Historical empathy interprets past actors under their own beliefs and constraints \u2014 a historicist, context-bound method. Historicism supplies the genus: Context-bound understanding. Historical Empathy preserves that general structure while adding its differentia: Interpret in context. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "stability": [
   {
    "child": "homeostasis",
    "parent": "stability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'homeostasis is one biological instance of stability \u2014 a regulated variable held near a setpoint by negative feedback'; stability is the general structural pattern covering passive cases (a damped pendulum, a peg) with no homeostat.",
    "reason": "'homeostasis is one biological instance of stability \u2014 a regulated variable held near a setpoint by negative feedback'; stability is the general structural pattern covering passive cases (a damped pendulum, a peg) with no homeostat. Stability supplies the genus: A system's tendency to return toward an operating point after perturbation. Homeostasis preserves that general structure while adding its differentia: Maintain internal stability. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "weak_signals_emerging_issues": [
   {
    "child": "horizon_scanning",
    "parent": "weak_signals_emerging_issues",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Horizon scanning presupposes weak signals & emerging issues because its systematic peripheral search targets exactly the weak-signal end of the spectrum.",
    "reason": "Horizon scanning is the systematic, ongoing search for early signals of change \u2014 nascent technologies, emerging shifts, anomalies \u2014 not yet mainstream but structurally significant. The method is meaningful only against the prior recognition that meaningful change typically begins with individually weak and collectively discordant observations at the periphery. Weak signals and emerging issues names that substrate: the structural commitment that early-phase change appears as weak signals requiring deliberate peripheral attention. Without weak signals as a first-class category, horizon scanning would have nothing distinctive to look for and no rationale for its counter-routine attention."
   }
  ],
  "accommodation": [
   {
    "child": "human_centered_accommodation",
    "parent": "accommodation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Human-centered accommodation is a specialization of accommodation in which the external pressures are real human cognitive and physical capacities.",
    "reason": "Human-centered accommodation is a specialization of accommodation. The general pattern is selective internal adjustment to external pressure that preserves identity while restoring fit; the human-centered case specifies the external pressures as the actual cognitive, physical, sensory, and temporal capacities of the humans interacting with the system. The system reconfigures itself around real human constraints rather than around idealized users. The same fit-by-internal-modification logic applies, with human capability as the specific source of the demands to which the system must accommodate."
   },
   {
    "child": "register_style_shifting",
    "parent": "accommodation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Register shifting is the specific shape accommodation takes when speakers selectively adjust linguistic form to context, audience, or task.",
    "reason": "Register shifting is the structurally-particularized form accommodation takes in the sociolinguistic case: the system (the speaker) modifies internal structure (lexical, syntactic, phonological selections) in response to external pressure (formality, audience, mode) to remain coherent without rupturing identity. It inherits accommodation's commitment to selective internal adjustment that preserves the system under external demand, particularized to the case where what is adjusted is style position along a register continuum."
   }
  ],
  "symbolic_representation": [
   {
    "child": "iconography",
    "parent": "symbolic_representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Iconography is a specific kind of symbolic representation organized as culturally-systematic repertoires of visual forms.",
    "reason": "Iconography is a specialization of symbolic representation. The general pattern fixes sign-meaning relations through collective convention rather than resemblance or causal link. Iconography instantiates this with the convention being a culturally-organized visual repertoire (icons, emblems, allegorical figures, attributes, colors, gestures) whose meanings are prescribed within a shared visual system. It is symbolic representation specifically operating across visual channels with a systematic catalog of conventional forms, so that interpreting a visual element draws on the shared cultural code rather than on perceptible resemblance to what it denotes."
   },
   {
    "child": "metonymy",
    "parent": "symbolic_representation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Metonymy is 'the specific sub-mechanism' of standing-for licensed by ATTACHMENT/contiguity rather than resemblance or arbitrary convention \u2014 a species of symbolic_representation (the genus).",
    "reason": "Metonymy is 'the specific sub-mechanism' of standing-for licensed by ATTACHMENT/contiguity rather than resemblance or arbitrary convention \u2014 a species of symbolic_representation (the genus). Add symbolic_representation as parent. Symbolic Representation supplies the genus: Sign-meaning link sustained by collective convention rather than resemblance or causal connection. Metonymy preserves that general structure while adding its differentia: Referring to a thing via a contiguous element attached to it \u2014 part, locale, instrument, institution, address \u2014 with the substitution valid only while the contiguity holds. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "naming_act_object": [
   {
    "child": "identifier_assignment",
    "parent": "naming_act_object",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Identifier assignment is the managed-reference species of appellation, adding namespace uniqueness, a durable binding record, and a dereference protocol to authoritative token-to-entity binding.",
    "reason": "Every identifier assignment performs Naming Act/Object's authoritative binding of an opaque portable token to an entity. It adds guaranteed uniqueness within a namespace, a durable public binding record, and a resolution protocol that ordinary personal, ceremonial, or descriptive appellation need not provide."
   }
  ],
  "essentialism": [
   {
    "child": "identity_providing_kind",
    "parent": "essentialism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Identity_providing_kind ISOLATES the one essentialist sub-question (which category fixes sameness over time) and supplies the cease-to-exist test the broad notion lacks \u2014 a specialization of essentialism narrowed to persistence-over-time.",
    "reason": "Identity_providing_kind ISOLATES the one essentialist sub-question (which category fixes sameness over time) and supplies the cease-to-exist test the broad notion lacks \u2014 a specialization of essentialism narrowed to persistence-over-time. Not every essential property is identity-providing. Essentialism supplies the genus: Inherent defining properties. Identity-Providing Kind preserves that general structure while adding its differentia: A category whose membership fixes what it takes for an instance to remain the same instance over time, supplying persistence criteria rather than a temporary description. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "interoperability": [
   {
    "child": "impedance_mismatch_and_coupling_efficiency",
    "parent": "interoperability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Impedance mismatch and coupling efficiency presupposes interoperability because mismatch only makes sense as a deviation from a baseline of effective cross-system transfer.",
    "reason": "Impedance mismatch and coupling efficiency presupposes interoperability because its core claim, that transfer between subsystems is lossy when their characteristic properties diverge, is a claim about the degree to which two systems can effectively work together across an interface. Interoperability supplies the structural baseline of cross-system cooperation through agreed interfaces; impedance mismatch then names the structural pattern by which efficiency degrades as the interface conditions are not met. Without the prior commitment to systems composing through specified interfaces, there is no notion of mismatch to grade."
   },
   {
    "child": "open_publication_for_interoperability",
    "parent": "interoperability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Open Publication for Interoperability is a specialization of Interoperability, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Interoperability supplies the genus: Systems function together. Open Publication for Interoperability preserves that general structure while adding its differentia: Publishing artifacts in an addressable, license-clear, machine-readable, openly accessible, versioned form so other communities can build on them without per-use negotiation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "prospective_memory": [
   {
    "child": "implementation_intention",
    "parent": "prospective_memory",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An implementation intention is prospective memory specialized by pre-binding a future cue to a particular action.",
    "reason": "An implementation intention is prospective memory specialized by pre-binding a future cue to a particular action. Prospective Memory supplies the genus: An intended future action is encoded paired with a triggering cue, persists latently without rehearsal, and is retrieved and executed when a parallel cue-detection process fires. Implementation Intention preserves that general structure while adding its differentia: Pre-binding a specific future cue to a specific action so that at execution time the cue triggers the behavior without re-deliberation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "event_lifecycle_phases": [
   {
    "child": "incident_response",
    "parent": "event_lifecycle_phases",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Incident Response is a specialization of Event Lifecycle Phases, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Event Lifecycle Phases supplies the genus: Decomposing a hazard-bearing event into pre-event, event, and post-event regimes and treating each phase, not the event, as the primary unit of intervention design. Incident Response preserves that general structure while adding its differentia: A system facing acute, time-critical disruption engages a temporary command regime that prioritises stabilisation over diagnosis, accepts reversible degradation, defers root-cause analysis, and compresses decision authority for the duration of the acute phase only. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "marginal_utility": [
   {
    "child": "indifference_curves",
    "parent": "marginal_utility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Indifference curves presuppose marginal utility because their slope \u2014 the marginal rate of substitution \u2014 is the ratio of marginal utilities of the two goods.",
    "reason": "Indifference curves presuppose marginal utility because the slope of any indifference curve at a point \u2014 the marginal rate of substitution between the two goods \u2014 is by definition the ratio of their marginal utilities. The construction of a level set of the utility function requires the partial-derivative machinery of marginal utility to determine how much of one good compensates for less of the other while keeping satisfaction constant. Marginal utility supplies the local rate-of-change apparatus that gives indifference curves their slope and curvature."
   }
  ],
  "infinity": [
   {
    "child": "infinite_regress",
    "parent": "infinity",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "An infinite regress contains an unbounded same-kind sequence whose continuation beyond every finite stopping point is its infinity constituent.",
    "reason": "The dependency or justificatory relation gives a regress its domain-specific content, while the absence of any finite terminal member gives it its unbounded structure. Infinity is therefore a constituent of the regress rather than a synonym: many infinite structures are not regresses, but a genuine infinite regress cannot be reduced to any finite chain."
   }
  ],
  "herding_behavior": [
   {
    "child": "information_cascade",
    "parent": "herding_behavior",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "An information cascade is a kind of herding behavior in which actors sequentially copy predecessors' choices, overriding private information.",
    "reason": "An information cascade is a specialization of herding behavior: sequential actors place more weight on the visible aggregate of prior choices than on their own private signals, producing a chain in which each subsequent decision contributes little new information. It inherits herding's commitment to crowd-imitation under uncertainty and the resulting collective divergence from integrated-private-signal outcomes, particularized to the Bayesian-rational case Bikhchandani, Hirshleifer, and Welch formalized where copying is locally optimal given observed history."
   }
  ],
  "conservation_laws": [
   {
    "child": "input_partition",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Input Partition presupposes Conservation Laws because its defining closure requires the named output channels to account for the incident quantity without unexplained creation or loss.",
    "reason": "The split is closed only when every unit of incident quantity is assigned to one named output channel, including any explicitly modeled conversion or loss channel. Without conservation across the accounting boundary, the output amounts need not sum to the input and the complement or sum-to-one inference fails. Input Partition is the routing-and-closure operation; Conservation Laws supplies the invariant that makes that closure valid."
   },
   {
    "child": "no_free_lunch_theorem",
    "parent": "conservation_laws",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No Free Lunch is a conservation law specialized to total method performance averaged over problem-space.",
    "reason": "Summed over all admissible problems, performance remains equal across methods, so any gain on one class is exactly offset by loss on the complementary class."
   },
   {
    "child": "reservoir_flux_network",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Reservoir-Flux Network presupposes a conservation law that closes internal transfers over its declared boundary.",
    "reason": "Without conservation closure, changes in named stocks need not equal internal inflows minus outflows plus explicit boundary exchange, and the structure is only a stock-and-flow graph. Conservation Laws supplies the invariant bookkeeping constraint; Reservoir-Flux Network adds multiple named reservoirs, directed fluxes, rate laws, and a boundary over which that constraint makes mass-balance reasoning auditable."
   },
   {
    "child": "signature_borne_provenance",
    "parent": "conservation_laws",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Signature-Borne Provenance presupposes conservation or slow-enough invariance of the carried property.",
    "reason": "Without a property conserved over the operational transport timescale, the present signature cannot be mapped backward to formation context independently of a custody chain. Conservation Laws supplies the prerequisite condition: Quantities remain constant. Signature-Borne Provenance operates against that background: A conservative property carries origin through transport, read back without a custody chain. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "selection_bias": [
   {
    "child": "inspection_paradox",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Inspection paradox is the species of selection_bias where inclusion probability is PROPORTIONAL to the attribute being measured (encounter-based, length-weighted), giving a known mechanically-correctable bias E[L^2]/E[L].",
    "reason": "Inspection paradox is the species of selection_bias where inclusion probability is PROPORTIONAL to the attribute being measured (encounter-based, length-weighted), giving a known mechanically-correctable bias E[L^2]/E[L]. selection_bias is the parent. Selection Bias supplies the genus: Skewed sampling. Inspection Paradox preserves that general structure while adding its differentia: When sampling proceeds by encountering items rather than enumerating them, longer items are over-represented in proportion to their length. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "reporting_pyramid_undercount",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reporting-Pyramid Undercount is Selection Bias specialized to an ordered sequence of non-random inclusion gates whose capture fractions multiply.",
    "reason": "It retains Selection Bias's defining mismatch between the target population and the systematically selected observed sample, then fixes the selection mechanism to a sequence of reporting or ascertainment stages. Each stage admits a non-random fraction of the events surviving the previous stage, so both the total and composition of the final count can diverge from the true event population."
   },
   {
    "child": "selection_on_noisy_estimates",
    "parent": "selection_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection on Noisy Estimates is selection bias specialized to inclusion or choice driven by an extreme noisy proxy for latent value.",
    "reason": "Inclusion makes the observed set unrepresentative because it depends on a result-bearing variable. The differentia is that the variable is a noisy estimate of latent value, the selector favors a tail, and the distortion is a conditional shift in estimation error."
   }
  ],
  "role": [
   {
    "child": "institution",
    "parent": "role",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Roles are internal constituents of institutions, defining durable positions whose expectations persist across occupants.",
    "reason": "An institution is a durable, self-reproducing complex of rules, roles, and shared expectations that structures recurrent behavior beyond particular participants. Roles are internal constituents of that complex: each role defines a position with associated rights, duties, and expected conduct that remains stable as occupants change. Removing roles would eliminate the position-to-expectation structure through which an institution distributes action and reproduces itself across successive incumbents."
   },
   {
    "child": "network_broker_role",
    "parent": "role",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "And dedup-style read: a specific role-type fixed by three positional features (upstream access, downstream capacity, interpretive authority) and pass-through.",
    "reason": "And dedup-style read: a specific role-type fixed by three positional features (upstream access, downstream capacity, interpretive authority) and pass-through. role is the genus; this is the enriched child. Role supplies the genus: A bundle of expected behaviours attached to a social position. Network Broker Role preserves that general structure while adding its differentia: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "role_conflict",
    "parent": "role",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Role conflict presupposes role because incompatible expectation-sets can only collide once positions carry bundles of expectations independent of their occupant.",
    "reason": "Role conflict is the strain produced when one person simultaneously occupies multiple positions whose embedded expectations cannot all be satisfied. The conflict only arises because each position carries a bundle of behaviors, rights, and obligations attached to the slot rather than to the person \u2014 exactly the structural decoupling that defines role. Without slot-bound expectation-sets, simultaneous incumbency would not generate incompatible demands; the conflict is parasitic on the very position-incumbent separation that makes roles a recurring social device."
   },
   {
    "child": "role_fluidity",
    "parent": "role",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Role fluidity presupposes Role because it changes the mapping between persistent occupants and position-defined functional expectations.",
    "reason": "Fluidity is not generic behavioral variety. The relevant alternatives must be occupant-independent functional positions with distinguishable expectations, and the same occupant must be able to enter more than one of them. Role supplies those persistent slots."
   }
  ],
  "institution": [
   {
    "child": "institutional_lag",
    "parent": "institution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes institution because the temporal maladjustment it names occurs between fast-changing conditions and slow-adapting institutional rule systems.",
    "reason": "Institutional lag is the temporal maladjustment between rapidly changing material or technological conditions and the formal institutions \u2014 laws, regulators, bureaucratic procedures \u2014 that should govern them. The construction requires institutions in place as the slow-changing object whose adaptation is being measured. Institution supplies the durable self-reproducing rule-and-role complex whose stability gives it both durability and rigidity. Institutional lag is the consequence of that rigidity meeting accelerating change: the formal rule complex cannot adapt at the rate conditions demand, so it presupposes institutions as the slow-adapting reference body."
   },
   {
    "child": "regulatory_capture",
    "parent": "institution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Regulatory capture presupposes institution because it is the redirection of an institution's rule-enforcement apparatus toward the interests it should regulate.",
    "reason": "Regulatory capture presupposes institution because the dynamic operates on the durable rule-complex Stigler analyzes: a regulator is an institution -- a self-reproducing set of rules, roles, and shared expectations enforcing a mandate -- and capture is the redirection of that institutional apparatus to serve private rather than public interests. Without institution's framing of enduring rule-enforcement structure beyond individual actors, capture collapses into mere corruption. Capture is institutional precisely because the rule-complex itself becomes the instrument, not just particular officials."
   }
  ],
  "culture_lag": [
   {
    "child": "institutional_lag",
    "parent": "culture_lag",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Institutional lag presupposes culture lag because mismatched adaptation rates between formal institutions and material conditions instantiate the general culture-lag pattern.",
    "reason": "Institutional lag names the temporal maladjustment between fast-changing material conditions and slower-changing formal institutions like laws and regulatory bodies. This is a particular case of the broader culture-lag pattern in which a society's components change at different rates, producing strain when faster components outpace slower dependents. Culture lag supplies the general structural commitment \u2014 differential adaptation rates across coupled components \u2014 that institutional lag instantiates with formal rule systems as the slow-changing side. Without the general lag pattern, the institutional case loses its analytical frame."
   }
  ],
  "linear_programming_lp": [
   {
    "child": "integer_linear_programming_ilp",
    "parent": "linear_programming_lp",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Integer Linear Programming is Linear Programming specialized by integrality restrictions on some or all decision variables.",
    "reason": "Integer Linear Programming retains Linear Programming's linear objective and linear constraint system while adding the differentia that some or all decision variables must take integer values. Dropping that restriction yields the corresponding continuous LP relaxation. ILP therefore inherits its optimization and internal-constraint structure through LP rather than repeating those broader heads directly."
   }
  ],
  "positional_advantage": [
   {
    "child": "interior_lines",
    "parent": "positional_advantage",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interior Lines is a specialization of Positional Advantage, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Positional Advantage supplies the genus: Occupying a location in a value-graded space such that the position itself confers advantage \u2014 leverage, reach, defensibility, reaction-time \u2014 independent of the resources or force held at that location. Interior Lines preserves that general structure while adding its differentia: A centrally-positioned actor with shorter paths to multiple fronts converts a positional property into a reaction-time advantage, reallocating a shared reservoir faster than a dispersed periphery can coordinate. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "maneuver",
    "parent": "positional_advantage",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Maneuver contains Positional Advantage as the value realized by occupying the better position reached by the move.",
    "reason": "Maneuver is the action of changing position in a value-graded state space. Positional Advantage is the value conferred by the favorable position reached: leverage, reach, defensibility, or optionality that arises from location rather than force at the point. That realized advantage is an internal term of the maneuver's full signature, not the taxonomic genus of the repositioning act. Remove the value differential and the move becomes mere relocation rather than maneuver."
   }
  ],
  "multiplexing": [
   {
    "child": "interleaving",
    "parent": "multiplexing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Interleaving is a specialization of multiplexing in which the dividing dimension is sequential order rather than a physical channel split.",
    "reason": "Interleaving is a specialization of multiplexing in which the dividing scheme is time-order within a single sequence: multiple logically distinct item-streams share one resource by alternating their slots rather than each owning a contiguous run. It inherits the general multiplexing commitment of many logical channels over one physical substrate, with the resource partitioned so streams remain non-interfering and a reverse operation can separate them. Its distinctive specialization is that the dividing dimension is fine-grained sequential interleave, which buys the discrimination-forcing and fault-scattering properties characteristic of the pattern."
   }
  ],
  "rhythm": [
   {
    "child": "intermittency",
    "parent": "rhythm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Intermittency presupposes rhythm because identifying bursts as exceptional requires a baseline expectation of patterned recurrence against which they register as exceptional.",
    "reason": "Intermittency presupposes rhythm because its central claim is that activity is dominated by rare bursts separated by long quiet intervals, which only registers as a structural pattern against an implicit expectation of how events should be distributed in time. Rhythm supplies that expectation: it organizes time into a parsable frame of grouping, accent, and interval, against which deviations stand out. Without a rhythmic background frame defining what counts as on-time or as smooth flow, the burst-and-quiet signature collapses into mere unstructured variation with nothing to mark its exceptionality."
   },
   {
    "child": "temporal_synchronization_and_phase_alignment",
    "parent": "rhythm",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal synchronization and phase alignment presupposes rhythm because phase-relationships between processes only have meaning against an established periodic structure.",
    "reason": "Temporal synchronization and phase alignment describes how multiple processes interact through their relative phase relationships to produce coherence or interference, which requires that the processes have periodic structure against which phase can be defined. Without rhythm's machinery \u2014 recurring structured patterning of events with grouping, accent, and interval that establishes an expectation frame \u2014 there would be no periodic cycle to align or misalign across processes. Rhythm supplies the structured temporal substrate that phase-alignment dynamics presuppose for the very notion of phase to apply."
   }
  ],
  "heavy_tailed_distributions": [
   {
    "child": "intermittency",
    "parent": "heavy_tailed_distributions",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intermittency is a specialization of heavy-tailed distributions in which rare high-amplitude bursts dominate an otherwise quiescent signal.",
    "reason": "Intermittency is a specialization of heavy-tailed distributions. Specifically, it instantiates the rare-extremes-dominate-aggregates pattern in the time-series subclass: signal amplitude distributions exhibit heavy tails (flatness above 3, burst clustering, multifractal spectra) so that quiet periods contribute little to totals while sporadic bursts contribute most of the variance and higher moments. Like other heavy-tailed phenomena, it inverts the assumption that the bulk governs behavior; intermittency is the temporal subclass where burst-and-quiet cycling makes the dominance of rare events visible as activity profile."
   },
   {
    "child": "lindy_effect",
    "parent": "heavy_tailed_distributions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A heavy-tailed lifetime distribution is the PRIOR the effect requires; Lindy adds the age-conditioned update (survival to age t shifts mass into the tail) the bare distribution does not assert.",
    "reason": "A heavy-tailed lifetime distribution is the PRIOR the effect requires; Lindy adds the age-conditioned update (survival to age t shifts mass into the tail) the bare distribution does not assert. Presupposes heavy_tailed_distributions. Heavy-Tailed Distributions supplies the prerequisite condition: Distributions where rare, extreme events carry most of the weight. Lindy Effect operates against that background: For entities that do not age, the longer they have already survived, the longer their expected remaining survival becomes. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "locality_of_reference",
    "parent": "heavy_tailed_distributions",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Locality of reference presupposes heavy-tailed distributions because clustered access patterns produce heavy-tailed access frequencies across the address space.",
    "reason": "Locality of reference presupposes heavy-tailed distributions because the empirical regularity that a small slowly-drifting working set absorbs the vast majority of accesses is a heavy-tailed access-frequency distribution: a few addresses account for most references while the bulk receive almost none. Without heavy tails' signature of a few extremes dominating sums and averages, locality reduces to uniform access. The working-set phenomenon, page-fault rates, and cache-hit predictions all rest on the same skewed distribution heavy-tailed analysis describes. Heavy-Tailed Distributions supplies the prerequisite condition: Distributions where rare, extreme events carry most of the weight. Locality Of Reference operates against that background: Accesses cluster in time and space, making prediction and caching effective. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "pareto_effect_80_20_rule",
    "parent": "heavy_tailed_distributions",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Pareto effect is the specific shape heavy-tailed distributions take when ranked contribution shares concentrate roughly 80% of effects in roughly 20% of causes.",
    "reason": "The Pareto effect is the specific shape heavy-tailed distributions take when the underlying power-law structure is translated into a rule of thumb about cumulative contribution shares. Heavy-tailed distributions' general signature \u2014 extreme values dominate sums, averages, and totals because the tail decays slowly \u2014 is structurally particularized into the observation that a small fraction of items produces a disproportionately large fraction of outcomes, with the canonical 80/20 split as the management-friendly summary. The general tail-dominance pattern is preserved; the specific shape is its cumulative-share, prioritization-actionable form."
   }
  ],
  "concept_drift": [
   {
    "child": "intervention_induced_model_invalidation",
    "parent": "concept_drift",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention-Induced Model Invalidation is Concept Drift specialized to endogenous change caused by deploying an action based on the calibrated rule itself.",
    "reason": "It retains Concept Drift's learned relationship, calibration regime, stationarity assumption, changed input-outcome mapping, and silent loss of validity. It adds a causal restriction: the shift is produced by the intervention or control action whose justification depended on that relationship, rather than by an independently moving world."
   }
  ],
  "ratchet_effect": [
   {
    "child": "intervention_stack_accretion",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Intervention Stack Accretion is a specialization of Ratchet Effect, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Intervention Stack Accretion preserves that general structure while adding its differentia: A system accumulates concurrently active interventions, each justified at add-time, whose joint cost grows super-linearly and whose removal requires a distinct named operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "lock_in",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Lock_in is the TERMINAL committed state a ratchet climbs toward (staircase-to-landing); the ratchet is the incremental process of cheap captured advances.",
    "reason": "Lock_in is the TERMINAL committed state a ratchet climbs toward (staircase-to-landing); the ratchet is the incremental process of cheap captured advances. Lower confidence than the path_dependence parent. Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Lock-In preserves that general structure while adding its differentia: Forward-looking cost of switching exceeds the forward-looking cost of staying, even when a superior alternative exists. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "objective_creep",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Objective creep is one expression of the ratchet effect (asymmetric add/subtract friction) operating specifically on goal-sets \u2014 low-friction to add a sub-objective, high-friction to subtract.",
    "reason": "Objective creep is one expression of the ratchet effect (asymmetric add/subtract friction) operating specifically on goal-sets \u2014 low-friction to add a sub-objective, high-friction to subtract. is a specialization of a ratchet on an authorized goal portfolio. Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Objective Creep preserves that general structure while adding its differentia: An actor's effective goal boundary expands beyond what its original plan was sized for, as locally-reasonable sub-objectives are added under engagement through low-friction addition and high-friction subtraction, diluting the original objective. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "scope_creep",
    "parent": "ratchet_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Scope Creep is a specialization of Ratchet Effect, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Ratchet Effect supplies the genus: Direction-asymmetric coupling plus a locking element produces accumulating one-way displacement under bidirectional forcing. Scope Creep preserves that general structure while adding its differentia: A perimeter ratchets outward through small additions each judged against a drifting current baseline rather than the original charter, with no owner of the trajectory. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "release_from_controlling_context": [
   {
    "child": "invasive_species",
    "parent": "release_from_controlling_context",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Invasive_species is the ecology-specific child; this is the substrate-general parent covering virgin-soil epidemics, financial-instrument export, platform diffusion, regulatory arbitrage.",
    "reason": "Invasive_species is the ecology-specific child; this is the substrate-general parent covering virgin-soil epidemics, financial-instrument export, platform diffusion, regulatory arbitrage. Release From Controlling Context supplies the genus: An actor's intrinsic dynamics, calibrated by a home context's constraints, run unconstrained when moved to a recipient context lacking them. Invasive Species preserves that general structure while adding its differentia: A newcomer enters a system whose native controls are absent or weak against it, and outpaces them to spread and displace incumbents before the system can adapt. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "prioritization": [
   {
    "child": "inverted_pyramid",
    "parent": "prioritization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The inverted pyramid is prioritization PLUS the structural commitment to truncation-resilience: it takes an importance ranking and arranges the artifact so any prefix carries the load-bearing content and degrades gracefully.",
    "reason": "The inverted pyramid is prioritization PLUS the structural commitment to truncation-resilience: it takes an importance ranking and arranges the artifact so any prefix carries the load-bearing content and degrades gracefully. 'prioritization ranks; the pyramid arranges for truncation-resilience.' Presupposes the ranking and adds the truncation envelope and graceful-degradation invariant. Prioritization supplies the prerequisite condition: Ordering competing claims on finite resources by a value or urgency metric to produce a ranked sequence of action under constraint, making explicit what gets done first and what does not get done at all. Inverted Pyramid operates against that background: A communication ordered so the most decision-relevant content appears first, in decreasing order of importance, degrading gracefully under truncation from the bottom. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "scheduling",
    "parent": "prioritization",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scheduling presupposes prioritization because assigning tasks to time slots under constraints requires a ranking when items compete for the same resource.",
    "reason": "Scheduling presupposes prioritization because whenever multiple tasks compete for a limited resource at a given moment, the scheduler must order them, and that ordering is precisely a prioritization: a ranking of competing claims by some criterion of value, urgency, or feasibility. Prioritization supplies the general apparatus of ranking and committing to that ranking when resources are scarce; scheduling adds the additional structure of mapping the ranked items to time slots and respecting precedence, deadlines, and capacity constraints. Without prior ranking, scheduling has no tiebreaker."
   }
  ],
  "efficiency_rebound": [
   {
    "child": "jevons_paradox",
    "parent": "efficiency_rebound",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Jevons Paradox is the more-than-full Efficiency Rebound region in which demand expansion reverses the sign and raises total resource use.",
    "reason": "It inherits the efficiency gain, effective-cost reduction, expandable demand, aggregate recombination, and graded offset. It adds the strict magnitude condition that rebound exceeds 100 percent, so total input use rises rather than merely falling less than expected."
   }
  ],
  "context_dependent_preference": [
   {
    "child": "joint_vs_separate_evaluation",
    "parent": "context_dependent_preference",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Joint versus Separate Evaluation is the evaluation-procedure species in which simultaneous comparison changes attribute evaluability and can reverse judgments.",
    "reason": "Joint versus Separate Evaluation is the evaluation-procedure species in which simultaneous comparison changes attribute evaluability and can reverse judgments. The evaluated objects remain fixed while a change in their comparison context changes their ordering or valuation. The manipulated context is whether alternatives are evaluated together or separately, and the mechanism is mode-dependent attribute evaluability."
   }
  ],
  "procedural_fairness_due_process": [
   {
    "child": "journalistic_objectivity",
    "parent": "procedural_fairness_due_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Frames detached verification as the SUBCLASS of procedural_fairness_due_process aimed specifically at neutralizing an interested party's path to the verifier ('procedural fairness is the genus; detached verification is the conflict-of-interest-cutting species').",
    "reason": "Frames detached verification as the SUBCLASS of procedural_fairness_due_process aimed specifically at neutralizing an interested party's path to the verifier ('procedural fairness is the genus; detached verification is the conflict-of-interest-cutting species'). A specialization. Procedural Fairness (Due Process) supplies the genus: Due process. Journalistic Objectivity preserves that general structure while adding its differentia: A claim is licensed by a procedure whose authority depends on holding the verifier structurally outside the interests at stake, so preferred-outcome leakage is made expensive. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "contrast": [
   {
    "child": "juxtaposition",
    "parent": "contrast",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Juxtaposition presupposes contrast because relational placement of elements derives its content from the perceptually emphasized differences between them.",
    "reason": "Juxtaposition presupposes contrast because placing elements in close proximity produces relational content only when the difference between them is perceptually or cognitively detectable as emphasized. Without contrast's mechanism of foregrounding differences against a background of less-prominent features, mere co-location of elements would not produce meaning beyond the elements themselves. Contrast supplies the difference-detection that makes the bare adjacency content-bearing; juxtaposition is then the specific compositional move that arranges elements to exploit that contrast as the primary message."
   },
   {
    "child": "lateral_inhibition",
    "parent": "contrast",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Lateral inhibition presupposes contrast because its sideways suppression mechanism exists to amplify local differences into sharp boundaries.",
    "reason": "Lateral inhibition presupposes contrast because its functional role is precisely the construction of perceptual contrast: an activated element suppresses its neighbors, so that local differences are amplified into edges, peaks, and crisp boundaries from a smooth gradient. Contrast supplies the general structural notion that meaning, identity, and discrimination emerge through emphasized differences between elements; lateral inhibition is one distributed mechanism by which a system manufactures that discreteness without central control. Without contrast as the goal-state, mutual sideways suppression has no purpose."
   },
   {
    "child": "salience",
    "parent": "contrast",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Salience is a local-contrast-against-surround computation (signal against background) applied to capture processing capacity \u2014 a specialization of contrast.",
    "reason": "Salience is a local-contrast-against-surround computation (signal against background) applied to capture processing capacity \u2014 a specialization of contrast. Contrast supplies the genus: Emphasized difference. Salience preserves that general structure while adding its differentia: A bottom-up, relational score by which items stand out from their surround before deliberate attention is allocated. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "temporal_dynamics": [
   {
    "child": "kairos",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Kairos is the specific structure within temporal_dynamics where action effectiveness is conditional on a transient receiving-system state the actor must detect and reach within.",
    "reason": "Kairos is the specific structure within temporal_dynamics where action effectiveness is conditional on a transient receiving-system state the actor must detect and reach within. 'temporal_dynamics is the broad study; kairos is the specific structure.' A specialization. Temporal Dynamics supplies the genus: System outcomes depend fundamentally on timing, sequencing, duration. Kairos preserves that general structure while adding its differentia: An action's effectiveness depends not on its own quality but on its alignment with a transient state of the receiving system \u2014 a window that opens and closes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "past_state_contamination",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing domain vocabulary leaves an ordered availability relation in which later evidence crosses into an artifact asserted to represent an earlier state.",
    "reason": "Removing domain vocabulary leaves an ordered availability relation in which later evidence crosses into an artifact asserted to represent an earlier state. Remove human memory, model training, finance, databases, legal review, and named validation protocols. A time-indexed state, evidence arriving after its index, an illicit backward information channel, a changed reconstruction, and a time-respecting repair remain."
   },
   {
    "child": "preparatory_field_conditioning",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lead-time, state duration, phase alignment, and reversion determine whether the focal action encounters the conditioned field.",
    "reason": "Lead-time, state duration, phase alignment, and reversion determine whether the focal action encounters the conditioned field. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   },
   {
    "child": "quenching",
    "parent": "temporal_dynamics",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Quenching is defined by a race in which mobility suppression must outrun the system's relaxation, producing frozen, equilibrated, or mixed regimes by rate ratio.",
    "reason": "A fast transition in name alone is insufficient. Onset, duration, relaxation time, phase alignment, and the constraint-to-exploration ratio determine whether an in-flight state is actually captured and how much frustration is frozen in."
   },
   {
    "child": "tempo_mismatch",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Tempo Mismatch is a specialization of Temporal Dynamics, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Temporal Dynamics supplies the genus: System outcomes depend fundamentally on timing, sequencing, duration. Tempo Mismatch preserves that general structure while adding its differentia: A system's pace of action is out of phase with the timescale of the environment it must respond to, so correct decisions degrade outcomes by arriving against a world that has already moved on (or one not yet ready to absorb them). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "transient_response",
    "parent": "temporal_dynamics",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Transient Response is Temporal Dynamics specialized to the finite adjustment trajectory after a disturbance and before a settled regime is reached or definitively escaped.",
    "reason": "It inherits Temporal Dynamics' commitment that order, duration, and timing determine the outcome, then fixes the object to a disturbance-indexed trajectory with an initial displacement, characteristic response times, possible peaks and crossings, and a settling or departure criterion. Temporal Dynamics covers many other timing-sensitive structures that need not be responses or approach any state."
   }
  ],
  "economies_of_scale": [
   {
    "child": "last_mile_delivery",
    "parent": "economies_of_scale",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Last Mile Delivery contains upstream Economies of Scale whose shared trunk amortizes cost across volume, creating the cost contrast that makes endpoint delivery disproportionately expensive.",
    "reason": "The pattern requires a consolidated upstream channel whose average cost falls as shared volume amortizes fixed coordination, transport, or infrastructure. Removing those trunk economies erases both the trunk-versus-endpoint contrast and the growing-share invariant by which upstream improvement makes the last mile more dominant. Economies of Scale is therefore a constituent of the mechanism, not a claim that last-mile work itself enjoys scale economies."
   }
  ],
  "variability": [
   {
    "child": "last_mile_delivery",
    "parent": "variability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Last Mile Delivery contains endpoint Variability because differences in location, access, timing, language, infrastructure, behavior, or trust defeat the trunk's consolidation logic.",
    "reason": "The final segment must adapt separately to heterogeneous endpoints, and its cost scales with their cross-instance differences rather than with trunk volume. If endpoints are interchangeable, the shared channel can extend to them and the characteristic last-mile concentration disappears. Variability is thus a load-bearing constituent, while Last Mile Delivery adds the consolidated trunk, interface adaptation, and growing cost-share relation."
   },
   {
    "child": "recruitment_variability",
    "parent": "variability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Recruitment variability is variability specialized to externally driven differences among discrete incoming cohorts whose signatures persist through a stock.",
    "reason": "It inherits measurable dispersion across instances and adds a sensitive entry window, weak control by current stock, lifespan persistence, and age-structured echoes. Variability supplies the genus: Differences across instances. Recruitment Variability preserves that general structure while adding its differentia: A stock replenished by discrete cohorts whose size is set by environmental conditions at an early sensitive window \u2014 not by current stock \u2014 develops persistent, age-structured echoes from which cohorts were lucky. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "bottleneck": [
   {
    "child": "last_mile_failure",
    "parent": "bottleneck",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Last-Mile Failure is typically a specialization of Bottleneck, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bottleneck supplies the genus: The single limiting stage that caps an entire system's throughput. Last-Mile Failure preserves that general structure while adding its differentia: A distribution network's per-unit cost, latency, and failure rate spike at the final stage where its geometry fans out from few-trunks-carrying-much to many-leaves-each-carrying-little, so upstream throughput overstates endpoint coverage. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "logistics_overreach",
    "parent": "bottleneck",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Logistics Overreach is typically a specialization of Bottleneck, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Bottleneck supplies the genus: The single limiting stage that caps an entire system's throughput. Logistics Overreach preserves that general structure while adding its differentia: An operating front advances faster than the trailing supply line that sustains it, and because the lengthening line itself consumes delivery, beyond a crossover point further advance strands what has already advanced rather than extending reach. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "mediator_availability_constraint",
    "parent": "bottleneck",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mediator availability constraint is the specific shape a bottleneck takes when expert mentorship or authoritative feedback is the scarce stage capping system throughput.",
    "reason": "Mediator availability constraint is the bottleneck-particularized commitment for systems that depend on expert mediation: the scarce resource is expert time per learner, and the slowest stage in the learning pipeline is the mentoring or feedback step. Where bottleneck names the single binding capacity limit governing aggregate throughput generally, the mediator variant fixes the identity of the limiting element as human expert capacity, with the structural consequence that scaling material resources does not relieve the constraint."
   },
   {
    "child": "permission_gated_hold",
    "parent": "bottleneck",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The unresolved permission gate is the single limiting stage that prevents an otherwise-ready flow from completing.",
    "reason": "All non-administrative stages can be ready and still make no progress. Until authorization is emitted, the gate alone caps completion, so a bottleneck is inside the hold's defining structure."
   }
  ],
  "convergence": [
   {
    "child": "law_of_large_numbers",
    "parent": "convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The law of large numbers is convergence specialized to stochastic empirical averages or frequencies approaching their expectation under stated conditions.",
    "reason": "The law of large numbers is convergence specialized to stochastic empirical averages or frequencies approaching their expectation under stated conditions. An indexed family approaches a declared limit so that sufficiently late members lie arbitrarily close in the relevant convergence mode. The indexed family is a normalized aggregate of random observations, the limit is their expectation or long-run rate, and convergence is in probability or almost surely under probabilistic regularity conditions."
   },
   {
    "child": "multi_path_convergence",
    "parent": "convergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Multi Path Convergence is typically a specialization of Convergence, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Calls it 'the equifinality specialization of convergence'. BUT the dedup dossier disputes this parent (see discrepancy). Confidence on THIS edge: low-medium. Convergence supplies the genus: Movement toward stable state. Multi Path Convergence preserves that general structure while adding its differentia: Multiple distinct trajectories from different starts arrive at the same end-state, with the destination doing the work. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "postponement": [
   {
    "child": "lazy_evaluation",
    "parent": "postponement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Lazy Evaluation is a specialization of Postponement, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Postponement supplies the genus: Delay the point at which a system commits to a final configuration until more information about which configuration is wanted arrives, trading earliness for accuracy. Lazy Evaluation preserves that general structure while adding its differentia: Defer work until its result is actually demanded. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "memory_consolidation": [
   {
    "child": "learning",
    "parent": "memory_consolidation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Memory Consolidation is an internal stabilization phase of Learning when durable change depends on converting a fragile trace into stable memory.",
    "reason": "Learning produces a durable, experience-driven change in an agent's knowledge, capability, model, or behavior. Where that durability is achieved through a newly encoded memory trace, Memory Consolidation is the internal stabilization phase that converts the initially fragile trace into a persistent form capable of affecting later performance. The relation is conditional because some learning mechanisms update behavior or parameters without a separately identifiable fragile-to-stable memory stage."
   },
   {
    "child": "reconsolidation",
    "parent": "memory_consolidation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reconsolidation is memory consolidation specialized to re-storing a previously consolidated item after retrieval makes it malleable again.",
    "reason": "Reconsolidation is memory consolidation specialized to re-storing a previously consolidated item after retrieval makes it malleable again. Memory Consolidation supplies the genus: Converting a newly encoded trace from a fragile, overwritable form into a durable, interference-resistant one through a slow post-encoding stabilization process. Reconsolidation preserves that general structure while adding its differentia: A stored item returns to a malleable state when retrieved and must be re-stored, so every retrieval is a read-modify-write and a potential edit of the original. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "replay",
    "parent": "memory_consolidation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing hippocampal, software-buffer, simulation, and review framing from replay leaves post-encoding stabilization that converts a fragile trace into durable structure.",
    "reason": "Strip the source of the captured sequence, the biological or computational storage medium, and the particular offline window. The preserved role is a post-encoding process that reactivates a fragile trace so it becomes more durable and interference-resistant: Memory Consolidation. Replay names one exact mechanism for it."
   }
  ],
  "continuity_vs_rupture": [
   {
    "child": "legacy_integration",
    "parent": "continuity_vs_rupture",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Legacy integration is the specific shape continuity-vs-rupture takes when accumulated institutional knowledge is selectively preserved across a discontinuous structural change.",
    "reason": "Legacy integration is the continuity-side particularization of the continuity-versus-rupture dimension: in the face of a discontinuous organizational shift, the practice selectively threads elements of the predecessor system into the successor structure, producing layered continuity rather than clean rupture. Where the parent prime situates change between fully continuous evolution and full discontinuous break, legacy integration specifies the active choice to preserve causal and epistemic continuity across what would otherwise be a sharp organizational boundary."
   }
  ],
  "anna_karenina_principle": [
   {
    "child": "liebigs_law_of_the_minimum",
    "parent": "anna_karenina_principle",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Liebig's Law is the quantitative min-over-complements species of the Anna Karenina Principle's conjunction of necessary conditions.",
    "reason": "At any proposed output level, every non-substitutable input requirement must be satisfied; a shortfall in any one defeats that level. Liebig's Law specializes the parent by assigning quantities and per-unit requirements to the necessary conditions, making feasible output the minimum supply-to-requirement ratio and causing the binding input to migrate when it is lifted. The distinction is structural, not ecological: both primes transfer across domains, while Liebig fixes the quantitative fixed-proportion production form."
   }
  ],
  "boundary_critique": [
   {
    "child": "life_cycle_assessment_lca",
    "parent": "boundary_critique",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Life Cycle Assessment presupposes boundary critique because its accounting depends on a deliberate, defensible choice of system boundary and functional unit.",
    "reason": "Life Cycle Assessment presupposes boundary critique because the entire accounting \u2014 what counts inside the system and what is externalized \u2014 is determined by the goal-and-scope definition phase that sets the system boundary and functional unit. Different boundary choices produce radically different impact totals, so the analysis is conditional on the boundary as drawn. Boundary critique supplies the reflective-framing machinery that surfaces, questions, and renegotiates that choice; without it, LCA results would be presented as objective measurement when they are in fact conditional on an embedded normative-strategic decision about where to cut."
   }
  ],
  "basis": [
   {
    "child": "linear_independence",
    "parent": "basis",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Linear Independence is the framed or domain-specific realization of Basis; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Basis: A minimal independent generating set \u2014 the smallest collection from which every element of a space can be produced, with no member derivable from the others. Linear Independence adds the local frame and commitments expressed in its identity: No member of a collection is reproducible as a weighted sum of the others. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "span",
    "parent": "basis",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Span is the framed or domain-specific realization of Basis; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Basis: A minimal independent generating set \u2014 the smallest collection from which every element of a space can be produced, with no member derivable from the others. Span adds the local frame and commitments expressed in its identity: The complete set reachable by combining primitives under admissible operations. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "linear_combination": [
   {
    "child": "linear_independence",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Linear Independence presupposes Linear Combination, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Linear Combination supplies the prerequisite condition: Scale each of several objects by a weight and add them together. Linear Independence operates against that background: No member of a collection is reproducible as a weighted sum of the others. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The identity presupposes linear combination because its population mean and within-unit term are weighted sums over units.",
    "reason": "The object being decomposed is a weighted mean, and the transmission term is itself a weight-indexed sum of within-unit changes. Without scaling unit values by weights and adding them, neither side of the residual-free identity is defined."
   },
   {
    "child": "superposition",
    "parent": "linear_combination",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Superposition presupposes Linear Combination because its coexisting state is represented as a weighted sum of basis states before resolution.",
    "reason": "Every Superposition admitted by this entry holds alternatives in one weighted combined representation. Scaling each basis state by its amplitude or weight and adding the results is exactly Linear Combination. Superposition adds coexistence, interference, basis dependence, normalization, and a collapse or commitment boundary; generic linear combinations such as portfolios and indices need none of those additions."
   }
  ],
  "sequencing": [
   {
    "child": "linearization_meaning_mismatch",
    "parent": "sequencing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "This prime is the specific MISMATCH failure-mode of order in serial delivery \u2014 order-as-failure where sequencing is order-as-existence.",
    "reason": "This prime is the specific MISMATCH failure-mode of order in serial delivery \u2014 order-as-failure where sequencing is order-as-existence. A specialization of sequencing. Sequencing supplies the genus: Deliberately ordering steps under precedence constraints so that the arrangement itself, not just the set of tasks, determines the outcome. Linearization-Meaning Mismatch preserves that general structure while adding its differentia: Multi-dimensional content forced through a serial channel is ordered by a principle that does not match the one the consumer reasons by. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "preparatory_field_conditioning",
    "parent": "sequencing",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The conditioning action must take effect before the focal action and after any prerequisites, making precedence and ordering constitutive.",
    "reason": "The conditioning action must take effect before the focal action and after any prerequisites, making precedence and ordering constitutive. The framing can be removed while the parent roles remain, so the edge records portable structural cargo rather than taxonomic identity."
   },
   {
    "child": "stage_gate_process",
    "parent": "sequencing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Stage-gate is a sequence of precedence-ordered, evidence-conditional stages with escalating commitment \u2014 a specialization of sequencing (deliberate ordering of steps under precedence).",
    "reason": "Stage-gate is a sequence of precedence-ordered, evidence-conditional stages with escalating commitment \u2014 a specialization of sequencing (deliberate ordering of steps under precedence). The gate-decision chain is the load-bearing structure; sequencing is the genus."
   }
  ],
  "representational_structure_mismatch": [
   {
    "child": "linearization_meaning_mismatch",
    "parent": "representational_structure_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Linearization-Meaning Mismatch is the species of representational structure mismatch in which a multi-relational source is projected into one serial order whose principle differs from the consumer's reasoning order.",
    "reason": "Linearization-Meaning Mismatch is the species of representational structure mismatch in which a multi-relational source is projected into one serial order whose principle differs from the consumer's reasoning order. Representational Structure Mismatch supplies the genus: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. Linearization-Meaning Mismatch preserves that general structure while adding its differentia: Multi-dimensional content forced through a serial channel is ordered by a principle that does not match the one the consumer reasons by. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "presentational_semantic_mismatch",
    "parent": "representational_structure_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Presentational\u2013Semantic Mismatch is the species in which one presentation carries a task-relevant relation that a parallel explicit semantic representation omits.",
    "reason": "Presentational\u2013Semantic Mismatch is the species in which one presentation carries a task-relevant relation that a parallel explicit semantic representation omits. Representational Structure Mismatch supplies the genus: A representation preserves its target's elements but misstates one or more task-relevant relations among them, so content can appear complete while its shape licenses the wrong traversal, inference, or action. Presentational\u2013Semantic Mismatch preserves that general structure while adding its differentia: A presentation carries distinctions that the underlying machine-consumable representation does not encode, so a consumer restricted to the semantic model receives a silently impoverished or different structure even though the rendered artifact looks complete. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "transaction_costs": [
   {
    "child": "liquidity",
    "parent": "transaction_costs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Liquidity presupposes transaction costs because the friction it measures is precisely the cost of converting an asset into usable form.",
    "reason": "Liquidity presupposes transaction costs because the friction it measures \u2014 the time, price concession, and uncertainty between holding an asset and using it \u2014 is itself a species of transaction cost: search for counterparty, negotiation, bid-ask spread, settlement. Without transaction costs as a prior category, the concept of liquidity-as-ease-of-conversion would have nothing to vary against; an asset would either be cash or not, with no intermediate gradient. Liquidity inherits the transaction-cost framework and specializes it to the cost of monetization, making it the inverse measure of friction along the convert-to-cash dimension."
   },
   {
    "child": "relationship_specific_investment",
    "parent": "transaction_costs",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Asset specificity is the specific condition that ELEVATES transaction-cost frictions into a hold-up problem; high specificity CAUSES high transaction costs via appropriable quasi-rents.",
    "reason": "Asset specificity is the specific condition that ELEVATES transaction-cost frictions into a hold-up problem; high specificity CAUSES high transaction costs via appropriable quasi-rents. A driver presupposing the transaction-cost frame (Williamson). Transaction Costs supplies the prerequisite condition: Frictions in exchange. Relationship Specific Investment operates against that background: Resources spent to build an asset whose value is highest inside one specific relationship and drops sharply outside it, creating asymmetric hold-up exposure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "autonomy": [
   {
    "child": "local_autonomy_tiered_escalation",
    "parent": "autonomy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A scoped-delegation, decide-at-lowest-competent-level specialization of the inner/outer-authority relation \u2014 a kind-of autonomy.",
    "reason": "A scoped-delegation, decide-at-lowest-competent-level specialization of the inner/outer-authority relation \u2014 a kind-of autonomy. Autonomy supplies the genus: A unit's behavior is governed by its own internal rules or chosen reasons rather than external direction, defined by the inner-versus-outer authority asymmetry over a scoped domain. Local Autonomy & Tiered Escalation preserves that general structure while adding its differentia: Escalate when needed. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "optimization_landscape": [
   {
    "child": "local_optimum",
    "parent": "optimization_landscape",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A local_optimum is one POINT (where local search halts) on the landscape; the optimization landscape is the whole country (basins, ridges, plateaus, connectivity).",
    "reason": "A local_optimum is one POINT (where local search halts) on the landscape; the optimization landscape is the whole country (basins, ridges, plateaus, connectivity). Part-to-whole \u2014 landscape is the broader frame. Optimization Landscape supplies the genus: The topology of a value function over a configuration space, whose shape predicts which search strategies will succeed or get stuck. Local Optimum preserves that general structure while adding its differentia: A point best within its neighborhood but not across the whole landscape. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "spatial_indexing": [
   {
    "child": "locality_of_reference",
    "parent": "spatial_indexing",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Spatial indexing exploits locality of reference (the access-pattern property) for its output-sensitive payoff.",
    "reason": "Spatial indexing exploits locality of reference (the access-pattern property) for its output-sensitive payoff. After the computer_science frame is stripped away, the retained structural roles are those of Spatial Indexing: Organizing items by position in a space so retrieval, neighborhood, and range queries become geometric and output-sensitive. Locality Of Reference adds the local frame and commitments expressed in its identity: Accesses cluster in time and space, making prediction and caching effective. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "boundedness": [
   {
    "child": "logistic_growth",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Logistic Growth presupposes a finite ceiling that bounds the trajectory and supplies the remaining-capacity term in its multiplicative brake.",
    "reason": "The logistic equation is distinguished from exponential growth by a finite K that the trajectory approaches asymptotically. Boundedness supplies the fixed finite envelope; Logistic Growth adds endogenous growth, a multiplicative remaining-fraction brake, two fixed points, and a sigmoid time path."
   },
   {
    "child": "receptor_saturation",
    "parent": "boundedness",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Receptor saturation is a specialization of boundedness in which finite binding-site capacity caps the maximal achievable response regardless of further input.",
    "reason": "Receptor saturation specializes boundedness by fixing the bounded quantity as available binding sites or interaction slots and the consequence as an asymptotic response ceiling. Where boundedness names the general property that some structural feature is contained within a finite envelope, receptor saturation specifies that the envelope is the count of available sites and that approaching this envelope produces hyperbolic or sigmoidal saturation in the response \u2014 a particular shape boundedness takes when finite interaction capacity caps the input-to-output mapping at a hard ceiling."
   },
   {
    "child": "revocation_closure",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A finite revocation horizon is a strict constituent because eventual withdrawal with no upper time bound does not provide operational closure.",
    "reason": "Revocation Closure claims not merely that all effects may someday end but that every active effect becomes invalid within a declared finite interval; Boundedness supplies that deadline property."
   },
   {
    "child": "silent_representation_overflow",
    "parent": "boundedness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Boundedness is the static fact that a field has a capacity limit (the PRECONDITION); this prime is the DYNAMIC failure when a long-lived deployment drifts past it and the crossing rolls SILENTLY.",
    "reason": "Boundedness is the static fact that a field has a capacity limit (the PRECONDITION); this prime is the DYNAMIC failure when a long-lived deployment drifts past it and the crossing rolls SILENTLY. Presupposes boundedness. Boundedness supplies the prerequisite condition: Values remain within limits. Silent Representation Overflow operates against that background: A bounded field silently rolls past its capacity and a blind consumer trusts it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "reference_point_dependence": [
   {
    "child": "loss_aversion",
    "parent": "reference_point_dependence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Loss aversion is reference-point dependence specialized by a value function whose loss-side response is steeper than its gain-side response.",
    "reason": "Loss aversion is reference-point dependence specialized by a value function whose loss-side response is steeper than its gain-side response. Both evaluate outcomes as signed departures from a movable baseline and predict changed valuation when that baseline moves while the outcome is held fixed. Loss aversion requires unequal weighting, with negative departures exerting more influence than equal positive departures; reference-point dependence alone is silent on slope symmetry."
   }
  ],
  "maintenance": [
   {
    "child": "maintenance_rehearsal",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Maintenance_rehearsal is the STRICT SUBSET of maintenance whose only intervention is bare re-assertion (no repair/replace/upgrade), carrying two load-bearing inequalities (refresh-period<decay-period, refresh-cost<<storage-cost) the parent does not name.",
    "reason": "Maintenance_rehearsal is the STRICT SUBSET of maintenance whose only intervention is bare re-assertion (no repair/replace/upgrade), carrying two load-bearing inequalities (refresh-period<decay-period, refresh-cost<<storage-cost) the parent does not name. Maintenance supplies the genus: Sustained preventive work that keeps a system's intended function intact against inevitable degradation, acting ahead of failure rather than repairing after it. Maintenance Rehearsal preserves that general structure while adding its differentia: Holding a decay-prone state above its disappearance threshold by repeated low-cost refresh actions that re-assert it without enriching or moving it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "rehearsal",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rehearsal is maintenance specialized to preserving a capability through repeated near-live execution and feedback before it is needed at full stakes.",
    "reason": "Both expend effort before failure to preserve future function. Rehearsal adds a particular intervention: rerun the whole action in a lower-stakes but behaviorally faithful setting, observe performance, and correct between iterations. It is distinct from bare refresh in Maintenance Rehearsal."
   },
   {
    "child": "retired_term",
    "parent": "maintenance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A specific design pattern within maintenance for handling labels that must change (sunset of new use and read-back guarantee and migration signal).",
    "reason": "A specific design pattern within maintenance for handling labels that must change (sunset of new use and read-back guarantee and migration signal). A specialization of the general keep-a-system-in-working-order activity, scoped to naming systems. Maintenance supplies the genus: Sustained preventive work that keeps a system's intended function intact against inevitable degradation, acting ahead of failure rather than repairing after it. Retired Term preserves that general structure while adding its differentia: A label withdrawn from new use but kept resolvable for existing references, with its retired status and successor publicly marked. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "sacrifice_periphery_to_defend_core": [
   {
    "child": "managed_retreat",
    "parent": "sacrifice_periphery_to_defend_core",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Managed retreat is sacrificing peripheral ground to defend a retained core, specialized to planned withdrawal before a rising defense-cost trajectory closes the option.",
    "reason": "Every managed retreat deliberately yields a no-longer-worth-holding position so resources and exposure can be reorganized around a defensible retained core. It adds the rising defense-cost trajectory, an explicit threshold, voluntary prior timing, a chosen new boundary, a sequenced migration, and support for parties exposed by the contraction."
   }
  ],
  "topology": [
   {
    "child": "manifold",
    "parent": "topology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'A manifold ADDS to a topological space the crucial extra: a system of local flat charts glued by smooth transition maps.",
    "reason": "'A manifold ADDS to a topological space the crucial extra: a system of local flat charts glued by smooth transition maps. Every manifold has an underlying topology, but topology alone is not a manifold.' Manifold presupposes topology and adds chart structure. Topology supplies the prerequisite condition: Studies properties preserved under deformation. Manifold operates against that background: A space that is locally flat but globally curved or topologically non-trivial. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "neighborhood",
    "parent": "topology",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "'the neighborhood of a point is the PRIMITIVE of topology itself: open sets, continuity, limits, convergence are all defined locally.' Neighborhood presupposes/founds a proximity structure; topology is its native home.",
    "reason": "'the neighborhood of a point is the PRIMITIVE of topology itself: open sets, continuity, limits, convergence are all defined locally.' Neighborhood presupposes/founds a proximity structure; topology is its native home. (Could be read as foundational; topology-presupposes is the cleanest hook.). Topology supplies the prerequisite condition: Studies properties preserved under deformation. Neighborhood operates against that background: The local-context window of elements close to a focal point under a proximity structure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "marginal_analysis": [
   {
    "child": "marginal_utility",
    "parent": "marginal_analysis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Marginal utility is the specific shape marginal analysis takes when the incremental quantity is the additional satisfaction from one more unit consumed.",
    "reason": "Marginal analysis is incremental reasoning that compares the marginal cost and marginal benefit of small changes to characterize optima. Marginal utility is the particular shape this analysis takes on the consumption side: the partial derivative of a utility function with respect to one good \u2014 the additional welfare gained from one more unit \u2014 holding others fixed. It is a structurally-particularized instance of marginal reasoning whose specific quantity is the utility-function partial, providing the consumer-side magnitude that gets equated to price ratios at the optimum."
   },
   {
    "child": "price_elasticity",
    "parent": "marginal_analysis",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Price elasticity is the specific shape marginal analysis takes when applied to the responsiveness of quantity to price changes.",
    "reason": "Marginal analysis is the systematic deployment of incremental reasoning \u2014 evaluating decisions by comparing the marginal change in costs and benefits along one axis. Price elasticity is the particular shape this technique takes when the small change is in price and the marginal response is in quantity demanded or supplied. The dimensionless ratio (dQ/Q)/(dP/P) is the proportional marginal-response measure that scales the marginal-analysis derivative into a unit-free elasticity. It is a structurally-particularized instance of incremental reasoning specialized to price-quantity sensitivity."
   }
  ],
  "stochastic_process": [
   {
    "child": "markov_process",
    "parent": "stochastic_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Markov Process is a specialization of Stochastic Process, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Stochastic Process supplies the genus: A quantity indexed (usually by time) whose evolution is governed by randomness \u2014 an indexed family of random variables sharing one probability law. Markov Process preserves that general structure while adding its differentia: Future state depends only on the present, not the full history. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "random_walk",
    "parent": "stochastic_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "2A: random walk is a stochastic process (not always Markovian).",
    "reason": "2A: random walk is a stochastic process (not always Markovian). Stochastic Process supplies the genus: A quantity indexed (usually by time) whose evolution is governed by randomness \u2014 an indexed family of random variables sharing one probability law. Random Walk preserves that general structure while adding its differentia: A trajectory built as the running sum of independent random increments, whose displacement grows like the square root of the number of steps. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "well_foundedness_well_ordering": [
   {
    "child": "mathematical_induction",
    "parent": "well_foundedness_well_ordering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mathematical Induction presupposes Well-Foundedness (Well-Ordering), whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Well-Foundedness (Well-Ordering) supplies the prerequisite condition: Prevents infinite descent. Mathematical Induction operates against that background: Proof method across natural numbers. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "incentive_compatibility": [
   {
    "child": "mechanism_design",
    "parent": "incentive_compatibility",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mechanism design and incentive compatibility are interdefinable complements \u2014 the field that engineers for the property and the property the engineering targets.",
    "reason": "Mechanism design and incentive compatibility are interdefinable structural complements: mechanism design is the engineering discipline that searches for rule structures implementing desired outcomes under private information and self-interest, while incentive compatibility is precisely the property such a rule structure must satisfy \u2014 that each agent's best response coincides with the designer's intended action. Neither is prior. The field is defined by the property it pursues; the property is defined by its role in the field. Each makes sense only with the other already in view, as the question and its required answer."
   },
   {
    "child": "shirky_principle",
    "parent": "incentive_compatibility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The Shirky principle names 'one specific and recurrent failure of incentive compatibility' \u2014 survival coupled to problem-PRESENCE rather than reduction.",
    "reason": "The Shirky principle names 'one specific and recurrent failure of incentive compatibility' \u2014 survival coupled to problem-PRESENCE rather than reduction. It presupposes the incentive-alignment frame and names the misalignment its remedies restore. Incentive Compatibility supplies the prerequisite condition: Align incentives. Shirky Principle operates against that background: An entity created to solve a problem develops a survival interest in the problem's persistence when its resources are coupled to the problem's measured presence. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "logging": [
   {
    "child": "memoing",
    "parent": "logging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Memoing is event-time durable logging specialized to the reasoning trajectory that produces a parallel primary artifact.",
    "reason": "Logging records temporally ordered, context-bearing events when they occur for deferred inspection. Memoing inherits that whole structure and narrows the recorded events to interpretations, alternatives, decisions, doubts, and frame shifts arising while a separate artifact is produced. Its parallel-artifact placement, signal filter, and emphasis on why are the differentia; they do not change the underlying record-now/read-later genus."
   }
  ],
  "metaphor": [
   {
    "child": "metaphor_visual_artistic",
    "parent": "metaphor",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Visual-artistic metaphor is a specialization of metaphor in which the source and target are mapped through visual form rather than language.",
    "reason": "Visual-artistic metaphor is a specialization of metaphor in which the cross-domain mapping is carried by visual form, imagery, or compositional relation rather than by linguistic expression. It inherits metaphor's general structure of importing selected relations and inferences from a source domain into a target domain to support reasoning, communication, or perception, and specializes by fixing the medium of the mapping to visual transfer: one visual form stands for or illuminates another through perceived similarity, structural correspondence, or cultural convention. The conceptual content travels through the image rather than through the word."
   }
  ],
  "local_optimum": [
   {
    "child": "metastability",
    "parent": "local_optimum",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Metastability is a local optimum in a dynamical/energy landscape held by a kinetic barrier, satisfying local_optimum's neighborhood-best-not-global-best definition.",
    "reason": "Metastability is a local optimum in a dynamical/energy landscape held by a kinetic barrier, satisfying local_optimum's neighborhood-best-not-global-best definition. Local Optimum supplies the genus: A point best within its neighborhood but not across the whole landscape. Metastability preserves that general structure while adding its differentia: A system persists in a locally stable configuration that is not the global optimum, held there by a barrier that routine disturbances cannot clear. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "minimalism": [
   {
    "child": "minimalism_in_art",
    "parent": "minimalism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimalism in art is a kind of minimalism that applies radical reduction of formal elements to visual and sculptural composition.",
    "reason": "Minimalism in art is a specialization of minimalism: the disciplined removal of ornament, figuration, and illusionistic depth, leaving only geometric primitives, industrial materials, and essential structural components so that what remains carries all the weight. It inherits minimalism's commitment to necessity-through-elimination and heightened emphasis on remaining elements, particularized to the visual-aesthetic case where the reduction operates on representational and decorative content and the encounter becomes phenomenological rather than illustrative."
   },
   {
    "child": "parsimony_occam_s_razor",
    "parent": "minimalism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Parsimony is a specialization of minimalism; it is the principle of cutting unnecessary explanatory structure from theories and models.",
    "reason": "Minimalism is the disciplined principle of stripping away unnecessary complexity to isolate and emphasize essential elements that serve a primary function. Parsimony is the specific case in which the domain is explanation and the elements being cut are theoretical entities, parameters, mechanisms, and assumptions beyond what is needed to account for the evidence. It inherits minimalism's reduction-by-necessity stance and adds the explanatory-adequacy criterion as the test of what counts as essential. A specialization of minimalism keyed to theory choice and model selection."
   }
  ],
  "access_control": [
   {
    "child": "minimum_necessary_disclosure",
    "parent": "access_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Minimum_necessary_disclosure operates AFTER authorization \u2014 access_control gates who-may-read; this prime governs response-payload breadth under authorized access, projecting surplus at the source.",
    "reason": "Minimum_necessary_disclosure operates AFTER authorization \u2014 access_control gates who-may-read; this prime governs response-payload breadth under authorized access, projecting surplus at the source. It presupposes access_control (entry is already granted) and bounds what travels. Access Control supplies the prerequisite condition: Restrict system access. Minimum-Necessary Disclosure operates against that background: A producer delivers only the subset of its record a consumer's role requires, stripping the surplus at the source. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "principle_of_least_privilege",
    "parent": "access_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Access_control is 'the mechanism' (the table/policy/gate); least_privilege is 'a normative rule about how to CONFIGURE that mechanism: grant the minimum'.",
    "reason": "Access_control is 'the mechanism' (the table/policy/gate); least_privilege is 'a normative rule about how to CONFIGURE that mechanism: grant the minimum'. It presupposes the access-control machinery and prescribes its setting. Access Control supplies the prerequisite condition: Restrict system access. Principle of Least Privilege operates against that background: Granting each component only the minimum authority its function requires bounds the blast radius of its compromise or error. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "satisficing": [
   {
    "child": "minimum_viable_product_mvp",
    "parent": "satisficing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Minimum viable product is a specialization of satisficing that releases the simplest feature-set meeting core user needs to learn quickly.",
    "reason": "Minimum viable product is a specialization of satisficing. Specifically, it instantiates the aspiration-level-search-and-terminate pattern in the product development context: the aspiration is core-user-need-met, the search proceeds by progressively trimming features rather than expanding them, and the launch decision terminates search the moment the threshold is reached, accepting the design without proving no better one exists. Like other satisficing, it sacrifices optimality for speed; MVP is the subclass that explicitly trades pre-launch completeness for real-world feedback learning."
   }
  ],
  "galls_law": [
   {
    "child": "minimum_viable_product_mvp",
    "parent": "galls_law",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MVP is 'Gall's Law operationalized for the venture substrate' \u2014 the prime is strictly more general (its viability predicate is 'works in its own environment', not 'customers pay').",
    "reason": "MVP is 'Gall's Law operationalized for the venture substrate' \u2014 the prime is strictly more general (its viability predicate is 'works in its own environment', not 'customers pay'). galls_law is the parent; mvp keeps its satisficing/iteration parents. Gall's Law supplies the genus: A complex working system is reached only through a connected chain of simpler systems that each worked, never by from-scratch design of the whole. Minimum Viable Product (MVP) preserves that general structure while adding its differentia: Minimum viable product. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "optionality": [
   {
    "child": "minority_signal_preservation",
    "parent": "optionality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "This prime is 'a species of' optionality \u2014 the specific BACKWARD-looking form, preserving dominated residues already produced by a selection process, in addressable form, against a regime shift.",
    "reason": "This prime is 'a species of' optionality \u2014 the specific BACKWARD-looking form, preserving dominated residues already produced by a selection process, in addressable form, against a regime shift. is a specialization of optionality, specialized to retained out-voted signals. Optionality supplies the genus: The asymmetric value of having a choice\u2014bounded downside, unbounded upside\u2014without obligation to act. Minority Signal Preservation preserves that general structure while adding its differentia: A system deliberately retains dominated, out-voted signals in addressable form to preserve optionality against future regime shifts. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "postponement",
    "parent": "optionality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Optionality is the value (open choices), postponement the mechanism that secures it by delaying commitment (reversibility is the other mechanism).",
    "reason": "Optionality is the value (open choices), postponement the mechanism that secures it by delaying commitment (reversibility is the other mechanism). Postponement presupposes optionality as the value it buys. Optionality supplies the prerequisite condition: The asymmetric value of having a choice\u2014bounded downside, unbounded upside\u2014without obligation to act. Postponement operates against that background: Delay the point at which a system commits to a final configuration until more information about which configuration is wanted arrives, trading earliness for accuracy. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "imputation": [
   {
    "child": "missing_data_mechanisms_mcar_mar_mnar",
    "parent": "imputation",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The MCAR/MAR/MNAR classification is the load-bearing missingness-assumption COMPONENT that imputation depends on to specify its fill.",
    "reason": "The MCAR/MAR/MNAR classification is the load-bearing missingness-assumption COMPONENT that imputation depends on to specify its fill. 'imputation depends on that classification to specify its assumption.' The taxonomy is the input; imputation is the whole response (fill and propagated uncertainty). After the statistics_experimental_design frame is stripped away, the retained structural roles are those of Imputation: Filling missing values from patterns in the available data under an explicit missingness assumption, with the imputation uncertainty propagated downstream. Missing Data Mechanisms (MCAR, MAR, MNAR) adds the local frame and commitments expressed in its identity: MCAR, MAR, MNAR. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "goal_congruence_alignment": [
   {
    "child": "mission_command",
    "parent": "goal_congruence_alignment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mission command presupposes alignment between the center's intent and the edge actors' operative objectives.",
    "reason": "Decentralized execution coheres only when edge actors' default choices serve the centrally held intent; without that alignment, delegation produces fragmentation rather than mission command. Goal Congruence (Alignment) supplies the prerequisite condition: Alignment of objectives. Mission Command operates against that background: Centralize intent and decentralize execution, holding the slowly-evolving why at the top while delegating the rapidly-evolving how to the edge where information is freshest. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "authority_delegation_under_uncertainty": [
   {
    "child": "mission_command",
    "parent": "authority_delegation_under_uncertainty",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Pre-positioned authority for unforeseeable local choices is a constituent of mission command's decentralized-execution layer.",
    "reason": "Mission command is built from centralized intent and authority placed at the informed edge before changing conditions are known, allowing local execution without waiting for renewed central orders."
   },
   {
    "child": "rules_of_engagement",
    "parent": "authority_delegation_under_uncertainty",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Pre-positioned authority and its escalation edge are constituents of a rules-of-engagement structure.",
    "reason": "Rules of engagement contain a bounded grant of authority for unforeseeable, time-pressured cases plus an escalation path at the permission boundary; this is Authority Delegation Under Uncertainty operating as one constituent of the larger rule."
   }
  ],
  "buffering": [
   {
    "child": "mixed_layer",
    "parent": "buffering",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The mixed layer is a specific structural mechanism that performs buffering (a homogenizing stirred surface sealing a stratified interior across a sharp discontinuity), with a stagnation failure mode generic buffering lacks.",
    "reason": "The mixed layer is a specific structural mechanism that performs buffering (a homogenizing stirred surface sealing a stratified interior across a sharp discontinuity), with a stagnation failure mode generic buffering lacks. Presupposes/specializes the buffering function. Buffering supplies the prerequisite condition: A maintained intermediate capacity that absorbs excess and releases it during shortfall, smoothing variation and decoupling a source from a consumer whose rates do not match. Mixed Layer operates against that background: An actively-stirred, locally-homogeneous surface zone that buffers a stratified interior, joined to it by a sharp discontinuity. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "game_theory_strategy": [
   {
    "child": "mixed_strategy",
    "parent": "game_theory_strategy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Mixed Strategy is Game-Theoretic Strategy specialized to choosing a probability distribution over actions and drawing afresh to deny an adversary predictive advantage.",
    "reason": "Every Mixed Strategy is a player's contingent strategic policy, but it replaces selection of one action with selection of a calibrated probability distribution over actions. It adds an adversarial prediction-denial purpose, fresh draws, and an indifference condition; pure, dominant, signaling, and commitment strategies show why the parent is broader."
   },
   {
    "child": "nash_equilibrium",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Every Nash Equilibrium is a strategy profile containing one Game-Theoretic Strategy for each agent.",
    "reason": "A Nash Equilibrium is constituted by a profile of agents' strategies. Each component strategy maps that agent's information or contingency to an action, and the equilibrium condition tests every component against unilateral replacement while holding the others fixed. Game-Theoretic Strategy is therefore a strict part of the equilibrium profile, not a merely typical background frame and not the genus of the profile."
   },
   {
    "child": "non_zero_sum_game",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Non-Zero-Sum Game strictly presupposes a strategy-profile space over which joint payoff can vary.",
    "reason": "Non-Zero-Sum Game classifies a strategic interaction by evaluating joint payoff across alternative strategy profiles. It therefore requires players, their admissible Game-Theoretic Strategies, and the profiles those strategies form. The game is not itself a contingent policy from information to action, so subsumption conflates the payoff structure with one of the objects it presupposes."
   },
   {
    "child": "strategic_complementarity",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Strategic Complementarity typically presupposes Game-Theoretic Strategy, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Game-Theoretic Strategy supplies the prerequisite condition: Strategic interaction analysis. Strategic Complementarity operates against that background: One actor's action raises the marginal benefit of others taking the same action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "strategic_substitute",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A submodular-payoff / downward-sloping-best-response property of an interdependent-payoff game; presupposes the strategic-interaction apparatus.",
    "reason": "A submodular-payoff / downward-sloping-best-response property of an interdependent-payoff game; presupposes the strategic-interaction apparatus. Sign-flipped twin of strategic_complementarity, graded as a matched pair. Game-Theoretic Strategy supplies the prerequisite condition: Strategic interaction analysis. Strategic Substitute operates against that background: One actor's action lowers the marginal benefit of others taking the same action. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "zero_sum_game",
    "parent": "game_theory_strategy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Zero-Sum Game strictly presupposes a strategy-profile space over which total payoff remains invariant.",
    "reason": "Zero-Sum Game classifies a strategic interaction by testing total payoff across alternative strategy profiles. It therefore requires players, their admissible Game-Theoretic Strategies, and the profiles those strategies form. The game is not itself a contingent policy from information to action; Strategy is required machinery for stating the invariant, not a merely typical association."
   }
  ],
  "randomness": [
   {
    "child": "mixed_strategy",
    "parent": "randomness",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Every Mixed Strategy presupposes a Randomness source whose realized draws remain unpredictable to the relevant adversary.",
    "reason": "The live Mixed Strategy identity requires an action to be sampled afresh from a calibrated distribution so that an adversary who knows the weights still cannot predict the realization. That is Randomness relative to the adversary's predictor class. The encyclopedia's Randomization prime instead means chance assignment of experimental units to treatments for causal inference, which mixed strategic play neither is nor requires."
   }
  ],
  "latent_realizable_capacity": [
   {
    "child": "mobilization",
    "parent": "latent_realizable_capacity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Mobilization presupposes a capacity that exists before deployment and can be activated into manifestation under triggering conditions.",
    "reason": "Remove the bearer and its standing but inactive capacity and there is no reservoir to trigger, coordinate, sustain, or demobilize. Mobilization is the transition and channeling process; Latent Realizable Capacity is the prior dispositional state on which that process operates."
   }
  ],
  "grain_of_analysis": [
   {
    "child": "modifiable_areal_unit_problem",
    "parent": "grain_of_analysis",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "MAUP \"is the spatial special case; this prime is the general representation-phenomenon match of which MAUP, overfitting, overcoding, and over-splitting are all substrate instances,\" and the What-It-Is-Not section repeats \"Not modifiable_areal_unit_problem...",
    "reason": "MAUP \"is the spatial special case; this prime is the general representation-phenomenon match of which MAUP, overfitting, overcoding, and over-splitting are all substrate instances,\" and the What-It-Is-Not section repeats \"Not modifiable_areal_unit_problem... this prime is the general... of which MAUP... are substrate instances.\" Direction verified: general grain-mismatch subsumes the spatial-unit special case. Grain of Analysis supplies the genus: The choice of the level of decomposition at which an operation is applied to a phenomenon, relative to the level at which the phenomenon's structure actually exists, where mismatch in either direction silently corrupts the operation's results. Modifiable Areal Unit Problem preserves that general structure while adding its differentia: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "semigroup": [
   {
    "child": "monoid",
    "parent": "semigroup",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Monoid is a strict specialization of Semigroup.",
    "reason": "Monoid is a strict specialization of Semigroup. Forget the neutral-element requirement from any monoid and the same carrier-operation pair remains closed and associative, satisfying every Semigroup commitment. Monoid requires one two-sided identity, licensing empty products, empty folds, and a do-nothing element without requiring inverses."
   }
  ],
  "identity_element": [
   {
    "child": "monoid",
    "parent": "identity_element",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A two-sided Identity Element is a constitutive part of every Monoid.",
    "reason": "A Monoid is not merely associative and closed: it must contain one element that leaves every carrier element unchanged on both sides and supplies the empty product. Identity Element can occur relative to operations outside this algebraic tier, but removing it reduces the structure to a Semigroup, establishing strict part-of composition."
   }
  ],
  "peltzman_effect": [
   {
    "child": "moral_hazard",
    "parent": "peltzman_effect",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Moral_hazard is 'the Peltzman effect WITH explicit contracts' \u2014 the special case where the cost-lowering mechanism is a written risk transfer; Peltzman is the general case (any safeguard: helmet, vaccine, perimeter control).",
    "reason": "Moral_hazard is 'the Peltzman effect WITH explicit contracts' \u2014 the special case where the cost-lowering mechanism is a written risk transfer; Peltzman is the general case (any safeguard: helmet, vaccine, perimeter control). Peltzman is the more-general parent. Peltzman Effect supplies the genus: When a safeguard lowers the cost of failure, an agent reallocates the freed risk-budget into riskier behavior, partly offsetting the intended gain. Moral Hazard preserves that general structure while adding its differentia: Risk-taking under protection. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "attractor_selection_and_basin_control": [
   {
    "child": "multi_path_convergence",
    "parent": "attractor_selection_and_basin_control",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Multi Path Convergence typically presupposes Attractor Selection and Basin Control, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Attractor Selection and Basin Control supplies the prerequisite condition: System dynamics directed toward stable states via basin manipulation. Multi Path Convergence operates against that background: Multiple distinct trajectories from different starts arrive at the same end-state, with the destination doing the work. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "random_walk": [
   {
    "child": "multiplicative_random_growth",
    "parent": "random_walk",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Multiplicative Random Growth contains an additive Random Walk in log-state because logarithms turn the product of proportional shocks into their running sum.",
    "reason": "For a positive state X with X(t+1) = X(t)R(t+1), taking logarithms gives log X(t+1) = log X(t) + log R(t+1). Under the prime's independence and common-increment assumptions, log X is therefore an additive Random Walk. The multiplicative prime adds positivity, proportional change, the exponential map back to levels, and the resulting asymmetric distributional interpretation."
   }
  ],
  "standardization": [
   {
    "child": "naming_convention",
    "parent": "standardization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Naming_convention's load-bearing fourth leg is a \"community commitment\" \u2014 a community agreeing to mint identifiers by these rules and not otherwise \u2014 which is a species of the agreement-on-a-norm ACT that standardization (canonical, island seed) names as its genus.",
    "reason": "Naming_convention's load-bearing fourth leg is a \"community commitment\" \u2014 a community agreeing to mint identifiers by these rules and not otherwise \u2014 which is a species of the agreement-on-a-norm ACT that standardization (canonical, island seed) names as its genus. A naming convention is a standardization act applied to the artifact-minting problem (generator+grammar+uniqueness+commitment). Direction is clean: naming_convention is the narrower, identifier-specific instance. Standardization supplies the genus: The act or process by which independent parties converge on a single shared specification, format, or interface \u2014 agreement on a common norm rather than the benefits that follow from it. Naming Convention preserves that general structure while adding its differentia: Names or identifiers are minted not freely but by explicit generative rules a community commits to, buying predictability, parseability, and collision-avoidance. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "open_publication_for_interoperability",
    "parent": "standardization",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Open_publication is a facilitating mechanism/tactic that promotes convergence.",
    "reason": "Open_publication is a facilitating mechanism/tactic that promotes convergence. Sub-case of the genus. Standardization supplies the genus: The act or process by which independent parties converge on a single shared specification, format, or interface \u2014 agreement on a common norm rather than the benefits that follow from it. Open Publication for Interoperability preserves that general structure while adding its differentia: Publishing artifacts in an addressable, license-clear, machine-readable, openly accessible, versioned form so other communities can build on them without per-use negotiation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "translation_and_conceptual_bridging": [
   {
    "child": "native_category_flattening",
    "parent": "translation_and_conceptual_bridging",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "It is a pathology of translating one category scheme into another \u2014 lossy, asymmetric, one-way.",
    "reason": "It is a pathology of translating one category scheme into another \u2014 lossy, asymmetric, one-way. Translation and Conceptual Bridging supplies the genus: Convert concepts or meanings between incommensurable frameworks. Native-Category Flattening preserves that general structure while adding its differentia: A source system's own partition of the world is silently collapsed when an external observer recodes it into a foreign taxonomy without first preserving the source partition, destroying distinctions the downstream analysis would have needed and that recoded labels cannot recover. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "value_commensuration",
    "parent": "translation_and_conceptual_bridging",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Value commensuration presupposes translation because constructing a common metric across incommensurable frameworks is an instance of mapping between conceptual systems.",
    "reason": "Value commensuration presupposes translation and conceptual bridging because constructing a common metric across heterogeneous value frameworks \u2014 ecological, economic, social, ethical \u2014 is an instance of mapping between incommensurable conceptual systems and managing the inevitable loss of meaning that mapping entails. Translation supplies the general structural process of converting representations across frameworks with attention to where translation distorts or omits; commensuration supplies the specific case where the source frameworks are value systems and the target is a single aggregable scale, with the same characteristic loss, distortion, and contestation that all cross-framework translation incurs."
   }
  ],
  "falsifiability": [
   {
    "child": "negative_case_analysis",
    "parent": "falsifiability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Negative Case Analysis typically presupposes Falsifiability, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Falsifiability supplies the prerequisite condition: A claim is scientific only if it could in principle be empirically refuted. Negative Case Analysis operates against that background: Deliberately hunt the cases that would overturn your account, then revise or scope it. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "unfalsifiability",
    "parent": "falsifiability",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Within empirical claim-evidence relations, falsifiability and unfalsifiability are co-defining complements distinguished by whether a stable forbidden observation exists.",
    "reason": "Within empirical claim-evidence relations, falsifiability and unfalsifiability are co-defining complements distinguished by whether a stable forbidden observation exists. Falsifiability identifies a nonempty stable set of claim-defeating observations; unfalsifiability identifies its absence. Specifying either requires the same claim, observation space, and defeat relation. Directing the complement as subsumption in either direction leaks polarity: a claim exposed to a stable refuter is not a kind of a claim immune to every refuter, and the reverse is equally false."
   }
  ],
  "complement": [
   {
    "child": "negative_space",
    "parent": "complement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Negative space is one ARTISTIC instance of the complement...",
    "reason": "'Negative space is one ARTISTIC instance of the complement... Complement is the substrate-independent operator; negative space is its application in visual composition.' complement is the general parent, negative_space the art-aesthetics child. Add complement as parent (negative_space keeps figure_ground). Complement supplies the genus: Everything in a declared universe that is not in a designated subset. Negative Space preserves that general structure while adding its differentia: Empty space shaping form. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reservoir_flux_network": [
   {
    "child": "network",
    "parent": "reservoir_flux_network",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Network is the framed or domain-specific realization of Reservoir-Flux Network; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the mathematics frame is stripped away, the retained structural roles are those of Reservoir-Flux Network: Named stocks linked by conserved flows. Network adds the local frame and commitments expressed in its identity: Models interactions between components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   },
   {
    "child": "source_sink_role",
    "parent": "reservoir_flux_network",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Assigning a source or sink role requires a bounded stock-flow account linking the component to a reference reservoir.",
    "reason": "Without named components, a reference pool, and directed inflows and outflows of a tracked quantity, no net flux can be computed and the sign has no referent. The reservoir-flux network supplies that accounting substrate; the source-sink role adds a conditional sign classification."
   }
  ],
  "gatekeeping": [
   {
    "child": "network_broker_role",
    "parent": "gatekeeping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A network broker sitting between source access and audience ties with interpretive authority is a specific instantiation of the choke-point-plus-arbiter gatekeeping structure.",
    "reason": "A network broker sitting between source access and audience ties with interpretive authority is a specific instantiation of the choke-point-plus-arbiter gatekeeping structure. Gatekeeping supplies the genus: An actor or mechanism at a choke point exercises selective passage control, shaping the downstream distribution in ways the audience cannot directly observe. Network Broker Role preserves that general structure while adding its differentia: A network position combining upstream access, downstream tie capacity, and interpretive authority that makes its holder a productive required intermediary. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "permission_gated_hold",
    "parent": "gatekeeping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A permission-gated hold is gatekeeping specialized to an otherwise-ready item awaiting an external arbiter's affirmative release decision.",
    "reason": "It inherits a choke point, an authority applying passage criteria, and selective control over onward flow. It adds the coexistence of physical or operational readiness with an unresolved administrative state and a release token that alone ends the hold."
   }
  ],
  "strategic_complementarity": [
   {
    "child": "network_effect",
    "parent": "strategic_complementarity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "'network effects are one prominent MANIFESTATION of complementarity (more users raise the value of joining), but complementarity is the general payoff mechanism.' strategic_complementarity is the more-general parent of network_effect.",
    "reason": "'network effects are one prominent MANIFESTATION of complementarity (more users raise the value of joining), but complementarity is the general payoff mechanism.' strategic_complementarity is the more-general parent of network_effect. Strategic Complementarity supplies the genus: One actor's action raises the marginal benefit of others taking the same action. Network Effect preserves that general structure while adding its differentia: Value increases with users. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "informal_fallacy": [
   {
    "child": "nirvana_fallacy",
    "parent": "informal_fallacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Nirvana Fallacy is a specialization of Informal Fallacy, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Informal Fallacy supplies the genus: A named, recurring pattern of defective argument whose error lies not in logical form but in content, context, or the relevance and acceptability of its premises \u2014 so it can be valid in form yet still fail as reasoning. Nirvana Fallacy preserves that general structure while adding its differentia: Rejecting a real, available option because it falls short of an idealized counterfactual, when the operative comparison should be against the best feasible alternative. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "no_true_scotsman",
    "parent": "informal_fallacy",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No True Scotsman is a specialization of Informal Fallacy, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Informal Fallacy supplies the genus: A named, recurring pattern of defective argument whose error lies not in logical form but in content, context, or the relevance and acceptability of its premises \u2014 so it can be valid in form yet still fail as reasoning. No True Scotsman preserves that general structure while adding its differentia: When a counterexample to a universal claim appears, membership in the subject category is redefined to exclude it, preserving the claim by emptying it of content. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "axiomatic_incompatibility": [
   {
    "child": "no_free_lunch_theorem",
    "parent": "axiomatic_incompatibility",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No Free Lunch is the impossibility result that universal method superiority cannot coexist with an unrestricted problem distribution.",
    "reason": "It rules out a procedure that dominates over the full problem space and forces the designer to restrict the domain or accept that every inductive bias gains on one class by losing on its complement."
   }
  ],
  "rule_of_law": [
   {
    "child": "no_one_is_above_the_rules",
    "parent": "rule_of_law",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "No one is above the rules is a specialization of rule of law that articulates its equality-before-law commitment as a universally applicable maxim.",
    "reason": "No one is above the rules is a specialization of rule of law. Specifically, it crystallizes the architectural commitment that no element is exempt from the system's governing rules -- including those who create or enforce them -- into the maxim that legal rules apply uniformly regardless of rank, status, or power. Like the broader rule-of-law principle, it rests on impartial application and reflexive self-binding of rule-makers; this subclass is the specific universal-applicability proposition that operationalizes uniformity and rejects hierarchical exemption."
   }
  ],
  "principle_of_least_action": [
   {
    "child": "noether_s_theorem",
    "parent": "principle_of_least_action",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Noether's Theorem presupposes Principle of Least Action, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Principle of Least Action supplies the prerequisite condition: Optimal system paths. Noether's Theorem operates against that background: Symmetry links to conservation. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "formal_vs_informal_structures": [
   {
    "child": "nominal_vs_actual_control",
    "parent": "formal_vs_informal_structures",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Both contrast an official/documented description with an enacted reality; nominal_vs_actual_control is the narrower, assurance-centred case specifically about a CONTROL/safeguard's documented vs enacted register PLUS the sampling-mismatch of the assurance apparatus.",
    "reason": "Both contrast an official/documented description with an enacted reality; nominal_vs_actual_control is the narrower, assurance-centred case specifically about a CONTROL/safeguard's documented vs enacted register PLUS the sampling-mismatch of the assurance apparatus. is a specialization of (specialized) formal-vs-informal split, scoped to controls and assurance. Formal vs. Informal Structures supplies the genus: Official vs actual systems. Nominal vs. Actual Control preserves that general structure while adding its differentia: Every control exists as a documented nominal form and an enacted actual form, and the assurance apparatus usually samples only the former. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "procedure_work_mismatch",
    "parent": "formal_vs_informal_structures",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Procedure-work mismatch (work-as-imagined vs work-as-done) is the official-vs-actual divergence specialized to a prescriptive work artefact and its enacted practice, with the gap often load-bearing.",
    "reason": "Procedure-work mismatch (work-as-imagined vs work-as-done) is the official-vs-actual divergence specialized to a prescriptive work artefact and its enacted practice, with the gap often load-bearing. is-a the formal/informal-structures distinction applied to procedures. Clean fit."
   }
  ],
  "distributional_assumption": [
   {
    "child": "nonparametric_methods",
    "parent": "distributional_assumption",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Nonparametric methods presuppose distributional assumption because they are constituted as the minimal-assumption alternative within the distributional-assumption design space.",
    "reason": "Nonparametric methods are defined by contrast with parametric approaches: they minimize or avoid the distributional assumption rather than abolish the framing of distributional choice. Without the distributional-assumption machinery \u2014 the recognition that modeling uncertain quantities requires a commitment about probability-distribution shape \u2014 there would be no design dimension along which nonparametric methods could be located as the minimal-commitment pole. The parent prime supplies the structural choice (what to assume about shape) that nonparametric methods occupy a particular position on."
   }
  ],
  "threshold_driven_order_emergence": [
   {
    "child": "nucleation",
    "parent": "threshold_driven_order_emergence",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Nucleation is 'one route to threshold-driven order, not the genus' \u2014 the specific surface-cost-exceeds-volume-benefit-at-small-size mechanism (critical nucleus and hysteresis) within the broader family of order appearing past a threshold.",
    "reason": "Nucleation is 'one route to threshold-driven order, not the genus' \u2014 the specific surface-cost-exceeds-volume-benefit-at-small-size mechanism (critical nucleus and hysteresis) within the broader family of order appearing past a threshold. Threshold-Driven Order Emergence supplies the genus: Order after critical point. Nucleation preserves that general structure while adding its differentia: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "activation_energy": [
   {
    "child": "nucleation",
    "parent": "activation_energy",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Nucleation's free-energy barrier is a kind of activation energy (the height one element of the mechanism crosses); the prime presupposes a barrier.",
    "reason": "Nucleation's free-energy barrier is a kind of activation energy (the height one element of the mechanism crosses); the prime presupposes a barrier. 'activation energy is one element' of nucleation. Activation Energy supplies the prerequisite condition: The minimum input that must be supplied to push a thermodynamically favorable but stalled process past a barrier before momentum carries it to completion. Nucleation operates against that background: A metastable system cannot transition globally because a new phase's surface cost exceeds its volume benefit at small size; transition begins only when a seed crosses the critical-nucleus threshold and then grows. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "measurement_uncertainty": [
   {
    "child": "observer_effect",
    "parent": "measurement_uncertainty",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The observer effect is a specialization of measurement uncertainty in which the act of measuring perturbs the system and thereby alters what is measured.",
    "reason": "The observer effect specializes measurement uncertainty by fixing the source of error as the measurement-system interaction itself: the act of observation perturbs the observed quantity. Where measurement uncertainty names the general gap between true state and measured state arising from instrument limits, observer error, environmental variation, or systematic bias, the observer effect specifies that the noise source is not external limitation but the irreducible coupling between apparatus and system \u2014 a particular shape uncertainty takes when measurement is necessarily invasive."
   }
  ],
  "measurement_and_disturbance": [
   {
    "child": "observer_effect",
    "parent": "measurement_and_disturbance",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Observer Effect is a specialization of Measurement and Disturbance, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Measurement and Disturbance supplies the genus: Obtaining information while minimizing measurement perturbation. Observer Effect preserves that general structure while adding its differentia: Observation alters system. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "license_as_coordination": [
   {
    "child": "open_publication_for_interoperability",
    "parent": "license_as_coordination",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Open publication contains a standing reuse license as one of its five defining publication commitments.",
    "reason": "Open Publication for Interoperability contains License as Coordination as its license-clear constituent: the published terms preauthorize a class of downstream uses and replace bilateral permission bargaining. The larger publication bundle additionally requires addressability, reusable form, public access, and version discipline, so the license mechanism is a necessary part rather than the whole pattern."
   }
  ],
  "margin_of_safety": [
   {
    "child": "operational_overextension",
    "parent": "margin_of_safety",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Overextension is the story of where a margin vanishes: backbone capacity minus frontier demand evaluated at expected shock reaches zero.",
    "reason": "Overextension is the story of where a margin vanishes: backbone capacity minus frontier demand evaluated at expected shock reaches zero. It presupposes a margin/buffer and specifies which one (frontier-to-backbone) and how it is consumed. frames margin_of_safety as the static buffer it dynamizes. Margin of Safety supplies the prerequisite condition: Buffer capacity. Operational Overextension operates against that background: A system advances a frontier of activity faster than the supporting backbone that sustains it can keep up, so the leading edge becomes brittle and fails on its next shock \u2014 the failure lying in the frontier-to-backbone ratio, not the frontier itself. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "refinement": [
   {
    "child": "operationalization",
    "parent": "refinement",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Operationalization is the specific refinement of an intent-level specification into an executable procedure BOUND BY a correctness contract (making 'does this procedure satisfy this spec?' meaningful), with many-to-one freedom.",
    "reason": "Operationalization is the specific refinement of an intent-level specification into an executable procedure BOUND BY a correctness contract (making 'does this procedure satisfy this spec?' meaningful), with many-to-one freedom. is a specialization of refinement (adding detail), specialized to the what->how lowering under a discharge contract. Refinement supplies the genus: Iteratively improving a candidate solution toward adequacy through repeated cycles of evaluation and adjustment that narrow the gap to a target, rather than deriving the answer in one shot. Operationalization preserves that general structure while adding its differentia: A specification of what is wanted is mechanically lowered into an executable how, under a correctness contract relating the two. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "premature_optimization",
    "parent": "refinement",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Premature_optimization is 'refinement done at the wrong time' \u2014 a TIMING judgment about the refinement activity (same refinement is correct once structure settles).",
    "reason": "Premature_optimization is 'refinement done at the wrong time' \u2014 a TIMING judgment about the refinement activity (same refinement is correct once structure settles). It presupposes refinement and indicts only its ordering relative to information arrival. Refinement supplies the prerequisite condition: Iteratively improving a candidate solution toward adequacy through repeated cycles of evaluation and adjustment that narrow the gap to a target, rather than deriving the answer in one shot. Premature Optimization operates against that background: Committing local refinement effort before global structure is known pays both search-cost and rigidity-cost without the information to spend either well. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "revisionism",
    "parent": "refinement",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Revisionism is the specific shape refinement takes when an interpretive consensus is treated as provisional and incrementally revised against new evidence.",
    "reason": "Refinement is the iterative process of progressively improving the precision or fitness of a candidate through cycles of evaluation and adjustment, starting from an initial approximation rather than first principles. Revisionism is the particular shape this pattern takes in interpretive disciplines: an existing consensus is treated as the current approximation, new evidence or perspectives are brought to bear, and the consensus is partially revised and offered for further revision. A structurally-particularized instance of refinement whose specific medium is interpretive consensus and whose feedback signal is new evidence or perspective."
   }
  ],
  "extrapolation_beyond_sampled_regime": [
   {
    "child": "out_of_distribution_detection",
    "parent": "extrapolation_beyond_sampled_regime",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Out-of-distribution detection presupposes the risk of applying a calibrated decision apparatus beyond the regime in which its competence was established.",
    "reason": "The scope detector exists to catch the regime exit that the primary apparatus cannot reliably recognize from its ordinary confidence output. Remove the calibration-versus-deployment boundary and the deferral mechanism no longer has an out-of-competence condition to detect."
   }
  ],
  "collingridge_dilemma": [
   {
    "child": "path_dependence",
    "parent": "collingridge_dilemma",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Path_dependence (the rising lock-in curve alone) is one of the two curves the Collingridge dilemma composes \u2014 it adds the co-rising INFORMATION curve and the window between them.",
    "reason": "Path_dependence (the rising lock-in curve alone) is one of the two curves the Collingridge dilemma composes \u2014 it adds the co-rising INFORMATION curve and the window between them. After the economics_finance frame is stripped away, the retained structural roles are those of Collingridge Dilemma: Information about a system's consequences rises as the cost of changing it rises, so the window where intervention is both informed and feasible may be narrow or absent. Path Dependence adds the local frame and commitments expressed in its identity: Outcomes are shaped by the specific historical sequence of past choices, which lock in consequences and foreclose alternatives that persist despite present incentives to change. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "porosity": [
   {
    "child": "percolation_threshold",
    "parent": "porosity",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Percolation Threshold is the framed or domain-specific realization of Porosity; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the chemistry_materials frame is stripped away, the retained structural roles are those of Porosity: A bulk holds a distributed fraction of internal void space whose total, connectivity, and distribution jointly set storage capacity, transmissibility, and mechanical strength. Percolation Threshold adds the local frame and commitments expressed in its identity: On a network substrate, a system-spanning connected cluster appears suddenly at a sharp critical density of links, transforming isolated pieces into one reachable whole. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "segmentation_and_boundary_drawing": [
   {
    "child": "periodization",
    "parent": "segmentation_and_boundary_drawing",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Periodization is the specific shape segmentation takes when the continuous domain being partitioned is historical time.",
    "reason": "Periodization is the specific shape segmentation takes when the continuous domain being partitioned into discrete labeled segments is historical or temporal process, with boundaries placed at moments deemed transformative \u2014 political events, technological shifts, cultural reorientations. It is a structurally-particularized instance of partitioning by boundary placement, where each segment receives characteristic features defining internal coherence, with the added commitments that the boundaries are constructive choices by the partitioner rather than natural kinds, the segments serve as scaffolding for description and comparison, and the partition can always be contested or redrawn."
   }
  ],
  "latency": [
   {
    "child": "permission_gated_hold",
    "parent": "latency",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A permission-gated hold contains the delay between readiness or submission and the authority's release response.",
    "reason": "Remove the signed waiting interval and the construct collapses to an instantaneous authorization decision rather than a hold. Administrative response latency is therefore constitutive. Latency supplies an internal constituent: The irreducible delay between an input and the system's response. Permission-Gated Hold requires that role within this mechanism: An otherwise ready flow remains blocked until an external authority emits a required authorization, making completion depend on administrative release rather than on the flow's own movement or production capacity. Remove the parent-role and the child loses a required internal operation, even though the parent can exist outside the child. The child is therefore built from the parent rather than being a taxonomic kind of it."
   }
  ],
  "queueing": [
   {
    "child": "permission_gated_hold",
    "parent": "queueing",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Institutional permission gates typically process competing pending cases through a bounded-capacity waiting line.",
    "reason": "Permits, reviews, sign-offs, and clearances usually arrive to a finite service channel and wait for attention, producing queue dynamics. A single exceptional hold can still exist without a population-level queue, so the constituent is typical rather than strict."
   },
   {
    "child": "unevenness_waste",
    "parent": "queueing",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Unevenness waste is the COST variance through finite shared capacity imposes \u2014 additive to the mean's cost, rising as 1/(1-rho) near the ceiling (M/M/1).",
    "reason": "Unevenness waste is the COST variance through finite shared capacity imposes \u2014 additive to the mean's cost, rising as 1/(1-rho) near the ceiling (M/M/1). Presupposes the queueing structure it prices."
   }
  ],
  "identifier_assignment": [
   {
    "child": "persistent_identifier",
    "parent": "identifier_assignment",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Persistent Identifier presupposes the prior Identifier Assignment that minted its opaque handle and installed the authoritative entity binding.",
    "reason": "Persistence is a continuing property of an identifier after issuance. Before a token can remain stable and resolvable across change, an authority must define its namespace, mint it, bind it to an entity, and expose dereference. The token- plus-resolver is not itself the issuance act."
   }
  ],
  "perturbation": [
   {
    "child": "perturbation_theory",
    "parent": "perturbation",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Perturbation theory is the specific shape perturbation takes when the response is computed as a power-series expansion in a small coupling.",
    "reason": "Perturbation theory is the structurally-particularized instance of perturbation in which the small departure is treated as an additive term in a Hamiltonian or operator and the system's response is expanded as a power series in a small dimensionless coupling. It carries forward the general perturbation commitment that a small departure from a reference state can be analyzed as a controlled correction rather than a fresh problem, and gives this idea its specific algorithmic shape: solvable zeroth-order baseline plus order-by-order corrections computed from unperturbed eigenstates and matrix elements."
   }
  ],
  "reductionism": [
   {
    "child": "phenomenalism",
    "parent": "reductionism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Phenomenalism reduces object-claims to sense-data, an instance of the general reductionist stance.",
    "reason": "Phenomenalism reduces object-claims to sense-data, an instance of the general reductionist stance. Reductionism supplies the genus: Explaining a whole entirely in terms of its constituent parts. Phenomenalism preserves that general structure while adding its differentia: Reality known through perception. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "therapeutic_window": [
   {
    "child": "pk_pd_modeling_pharmacokinetics_pharmacodynamics",
    "parent": "therapeutic_window",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "PK/PD modeling presupposes therapeutic window because its dose-to-effect pipeline serves the goal of staying within a usable dose range.",
    "reason": "PK/PD modeling presupposes therapeutic window because the entire dose-to-concentration-to-effect pipeline it constructs is constructed in order to keep the patient in the operating range where intended effects are achieved without unacceptable toxicity. The window supplies the upper and lower bounds the pipeline must respect; PK/PD supplies the quantitative apparatus for predicting whether a given regimen will hold the time-course of effect-site concentration inside those bounds. Without the prior commitment to a clinically meaningful operating range, the modeling has no design target."
   }
  ],
  "optimism_bias": [
   {
    "child": "planning_fallacy",
    "parent": "optimism_bias",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Planning_fallacy is 'optimism bias as it manifests in forecasts of one's own goal-directed tasks' \u2014 the directional skew specialized to a specific mechanism (inside-view simulation substituting for the outside-view reference class).",
    "reason": "Planning_fallacy is 'optimism bias as it manifests in forecasts of one's own goal-directed tasks' \u2014 the directional skew specialized to a specific mechanism (inside-view simulation substituting for the outside-view reference class). A specialization of optimism_bias with extra mechanistic content (feedback-resistance, detail-worsens-it). Optimism Bias supplies the genus: Overestimate positive outcomes. Planning Fallacy preserves that general structure while adding its differentia: Forecasters of a novel task default to inside-view simulation over the outside-view reference class, systematically underestimating time, cost, and risk. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "open_closed_principle": [
   {
    "child": "platform_design",
    "parent": "open_closed_principle",
    "type": "composition",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Platform design's core mechanism is a stable-core-plus-extension-surface, explicitly OCP-style.",
    "reason": "Platform design's core mechanism is a stable-core-plus-extension-surface, explicitly OCP-style. Open-Closed Principle supplies the prerequisite condition: Harden a stable kernel against modification and route all change through an open extension surface. Platform Design operates against that background: Extensible core systems. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "markov_process": [
   {
    "child": "poisson_process",
    "parent": "markov_process",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Poisson process is 'a particular continuous-time Markov process' whose state is the arrival count, incrementing at constant rate with exponential holding times.",
    "reason": "The Poisson process is 'a particular continuous-time Markov process' whose state is the arrival count, incrementing at constant rate with exponential holding times. A strict special case of the memoryless state-transition genus. Markov Process supplies the genus: Future state depends only on the present, not the full history. Poisson Process preserves that general structure while adding its differentia: The structural skeleton of memoryless, independent arrivals at a constant average rate, serving as both null model and diagnostic coordinate system. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "stochasticity_vs_determinism": [
   {
    "child": "poisson_process",
    "parent": "stochasticity_vs_determinism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A specific generative stochastic model; presupposes the random/stochastic frame (it is the null model for 'events with no structure beyond their rate').",
    "reason": "A specific generative stochastic model; presupposes the random/stochastic frame (it is the null model for 'events with no structure beyond their rate'). Stochasticity vs. Determinism supplies the prerequisite condition: System behavior fully determined by prior state or fundamentally random. Poisson Process operates against that background: The structural skeleton of memoryless, independent arrivals at a constant average rate, serving as both null model and diagnostic coordinate system. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "simulated_annealing",
    "parent": "stochasticity_vs_determinism",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Simulated annealing presupposes the stochasticity-vs-determinism distinction because its escape from local optima depends on probabilistically accepting worsening moves.",
    "reason": "Simulated annealing presupposes the stochasticity-vs-determinism distinction because its central mechanism is the probabilistic acceptance of worsening moves with probability exp(-DeltaE/T), enabling escape from local optima that a purely deterministic descent could not exit. The algorithm trades on the structural option of intrinsic randomness rather than fully determined transitions. Without the prior availability of stochastic choice as a distinct dynamical regime, the cooling-schedule asymptotic-convergence story collapses, and the search reduces to deterministic local descent with no mechanism for crossing energy barriers."
   }
  ],
  "speech_act_theory_illocution_perlocution": [
   {
    "child": "pragmatic_politeness_strategies",
    "parent": "speech_act_theory_illocution_perlocution",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pragmatic politeness strategies presuppose speech act theory because face management operates on the illocutionary force of utterances threatening or supporting hearer-face.",
    "reason": "Pragmatic politeness strategies presuppose speech act theory because the face-threatening act framework operates on illocutions -- requests, refusals, criticisms, apologies, declarations -- whose performative force imposes the relational risk that politeness mitigates. Without speech act theory's separation of locution, illocution, and perlocution, there is no FTA to classify and no continuum of indirectness (bald-on-record through off-record) to navigate. The politeness vehicle works by adjusting how illocutionary force is delivered while preserving its perlocutionary aim."
   }
  ],
  "prediction_error": [
   {
    "child": "predictive_coding",
    "parent": "prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prediction-error signals are internal messages in the predictive-coding hierarchy, comparing level-specific predictions with incoming activity and routing the residual upward.",
    "reason": "Remove the level-specific observed-minus-predicted residuals and the architecture has nothing to propagate upward, nothing with which to update its generative models, and no compact remainder to encode. Prediction Error is an internal constituent; Predictive Coding is the hierarchy that produces, routes, and minimizes it."
   },
   {
    "child": "residual_analysis",
    "parent": "prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Prediction errors are the observed-minus-predicted objects that residual analysis collects and examines for remaining structure.",
    "reason": "Remove the model-relative residuals and there is no leftover series on which to test trend, autocorrelation, heteroscedasticity, or other structure. Residual Analysis is the method that studies a collection of Prediction Errors against a noise specification; the individual error signals are constituents of that method."
   },
   {
    "child": "reward_prediction_error",
    "parent": "prediction_error",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reward prediction error is prediction error specialized to reward or value predictions and value-policy updating.",
    "reason": "Both compute a signed operational residual between a prediction and a realized observation. Reward Prediction Error fixes the predicted quantity to reward, return, or value and fixes the main consumer to a value estimate, policy, or reward-linked association. Generic forecast, sensor, and reconstruction residuals remain instances of Prediction Error without becoming reward errors."
   }
  ],
  "encoding_and_decoding": [
   {
    "child": "predictive_coding",
    "parent": "encoding_and_decoding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Predictive_coding is one encoding scheme (transmit prediction-errors against a shared generative model); encoding_and_decoding is the general content<->code pair of which it is an instance.",
    "reason": "Predictive_coding is one encoding scheme (transmit prediction-errors against a shared generative model); encoding_and_decoding is the general content<->code pair of which it is an instance. this explicitly. Add encoding_and_decoding as parent; predictive_coding keeps its compression/feedback parents. Encoding And Decoding supplies the genus: The paired transformation by which content is converted into a transmissible code by an encoder and recovered from it by a decoder, with faithful round-trip conditional on a shared scheme. Predictive Coding preserves that general structure while adding its differentia: A system predicts its input and propagates only the prediction error. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "rate_coding",
    "parent": "encoding_and_decoding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Rate Coding is an Encoding and Decoding scheme in which magnitude is carried by identical-event frequency over an integration window.",
    "reason": "Rate Coding specializes the general representation-and-recovery scheme to identical discrete events. The encoder places magnitude in event frequency and the decoder recovers it through windowed counting, with the integration window trading temporal resolution against precision."
   }
  ],
  "diversity": [
   {
    "child": "preference_heterogeneity_and_conflict",
    "parent": "diversity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Preference heterogeneity and conflict presupposes diversity because the irreconcilable wants it names require substantively varied agents whose ends differ.",
    "reason": "Preference heterogeneity and conflict presupposes diversity because the impasse it diagnoses \u2014 agents holding incompatible goals that cannot simultaneously be satisfied \u2014 requires the prior presence of meaningful, functional variation across the agents in their values, priorities, or stakes. Without diversity's general apparatus of distinct types whose differences have functional consequences, all agents would converge on a single preference and conflict would dissolve. Preference heterogeneity inherits diversity's structure of variation-that-matters and specializes it to the case where the dimension of variation is final ends, and the consequences are decision impasses rather than productive complementarity."
   },
   {
    "child": "requisite_variety",
    "parent": "diversity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Requisite variety presupposes diversity because a regulator can only absorb disturbance variety if its response repertoire contains functionally distinct types.",
    "reason": "Requisite variety presupposes diversity because its core inequality, V(R) at least V(D)/V(E), requires that a regulator's available states be functionally distinct from one another so that each can absorb a different disturbance type. Diversity supplies the general notion of meaningful variation across elements where the variation has functional consequences; requisite variety is the cybernetic theorem that, without sufficient functional diversity in the controller's repertoire relative to the environment's disturbance repertoire, essential variables cannot be held within tolerance."
   },
   {
    "child": "variation_sociolect",
    "parent": "diversity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Variation and sociolect is a specialization of diversity in which the meaningful variation is systematic linguistic difference correlated with social factors.",
    "reason": "Variation and sociolect is a specialization of diversity in which the varying elements are linguistic features and the dimensions of variation are social: class, ethnicity, gender, age, region, profession. It inherits the general diversity commitment that meaningful variation across elements has functional consequences and is more than mere heterogeneity, and specializes by fixing the variation to rule-governed linguistic alternation correlated with social factors, with apparent-time methodology and quantitative sociolinguistic patterns supplying the empirical apparatus that distinguishes systematic sociolinguistic variation from random speech-individual difference."
   },
   {
    "child": "weak_ties",
    "parent": "diversity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Weak ties is a kind of diversity in which low-redundancy bridging connections supply non-overlapping information unavailable within tight clusters.",
    "reason": "Weak ties is a specialization of diversity: the structural pattern of low-redundancy bridges across structural holes brings together regions of a network with non-overlapping information, generating functional variation in what each region knows. It inherits diversity's commitment to meaningful variation with functional consequences \u2014 for robustness, adaptability, novelty \u2014 particularized to the network-topology case where the load-bearing variation is informational and the diversity is delivered precisely by the bridging-tie structure."
   }
  ],
  "anachronism": [
   {
    "child": "presentism",
    "parent": "anachronism",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Presentism is a specialization of anachronism in which the temporally misplaced element is the interpreter's own present-day values and concepts.",
    "reason": "Presentism is a specialization of anachronism in which the element placed in a time where it does not belong is specifically the interpreter's present-day values, concepts, and expectations, imported uncritically into the interpretation of past actors and events. It inherits anachronism's general structure of period-violation, where an item bound to one period appears in another, and specializes by fixing the direction (present-into-past), the carrier (the interpreter rather than a depicted object), and the consequence (systematic over-crediting of those who anticipated present views and under-crediting of those whose views reflected their own time's norms)."
   }
  ],
  "common_ground": [
   {
    "child": "presupposition_smuggling",
    "parent": "common_ground",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Presupposition Smuggling usually exploits a Common Ground system whose accommodation norm treats background propositions as mutually accepted.",
    "reason": "The child presents a contested, sender-favoring premise as though grounding and mutual recognition had already occurred, exploiting the abbreviation and accommodation budget of a shared substrate. Prompt-context and formal-document analogues can bind engagement to payload without literal iterated agent recognition, so the dependency is typical rather than strict."
   }
  ],
  "elasticity": [
   {
    "child": "price_elasticity",
    "parent": "elasticity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Price_elasticity is 'the economic SPECIAL CASE \u2014 fractional quantity response to fractional price'; elasticity is the substrate-neutral ratio of ANY fractional response to any fractional stimulus (stress/strain, dose/effect, CO2/temperature), of which price_elasticity is one instance.",
    "reason": "Price_elasticity is 'the economic SPECIAL CASE \u2014 fractional quantity response to fractional price'; elasticity is the substrate-neutral ratio of ANY fractional response to any fractional stimulus (stress/strain, dose/effect, CO2/temperature), of which price_elasticity is one instance. elasticity is the general parent. Elasticity supplies the genus: The unit-free ratio of a fractional response to a fractional stimulus. Price Elasticity preserves that general structure while adding its differentia: Sensitivity to price changes. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "measure": [
   {
    "child": "probability",
    "parent": "measure",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Probability is a specialization of Measure, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Measure supplies the genus: An additive rule that assigns non-negative size to subsets of a space. Probability preserves that general structure while adding its differentia: Quantifies uncertainty and likelihoods. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "problem_representation": [
   {
    "child": "problem_space",
    "parent": "problem_representation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A Problem Space presupposes the upstream encoding choice that fixes its states, operators, costs, goals, and reachable region.",
    "reason": "Problem Representation is the act or choice of encoding; Problem Space is the formal state-and-operator representation that choice induces. A searchable space is not a kind of encoding act, but without the choice no state variables, operators, costs, goals, or reachable region are fixed. The space therefore remains a strict species of Representation while depending on the Problem Representation that determines which particular space exists."
   }
  ],
  "contradiction": [
   {
    "child": "proof_by_contradiction",
    "parent": "contradiction",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Proof by contradiction contains a derived contradiction as the discharge condition that makes rejecting the temporary negated assumption valid.",
    "reason": "Remove the jointly incompatible consequences and the temporary assumption has not been shown impossible, so the indirect proof cannot close. Contradiction supplies the empty-model witness; proof by contradiction adds the controlled assumption, derivation, and discharge sequence."
   }
  ],
  "ratio": [
   {
    "child": "proportion_scale",
    "parent": "ratio",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Removing the art-and-design frame leaves the ordered ratio relation among relative dimensions and their reference quantity.",
    "reason": "Proportion and scale adds compositions, visual harmony, viewer-relative sizing, and aesthetic or functional judgment to the portable ratio relation; common rescaling preserves the underlying quotient."
   }
  ],
  "attestation": [
   {
    "child": "provenance",
    "parent": "attestation",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Provenance contains Attestations when point-in-time principal-and-artifact bindings secure links in its multi-step history.",
    "reason": "An explicitly attested provenance chain uses each mark as an internal link binding a principal to a particular artifact state against a trust anchor. Documentary, observational, and reconstructed histories can still be provenance without formal or cryptographic attestation, so the relation is conditional."
   }
  ],
  "custody_transfer": [
   {
    "child": "provenance",
    "parent": "custody_transfer",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "Custody-Transfer records are internal links in Provenance when the tracked entity passes between successive holders.",
    "reason": "When custody changes, provenance internally represents each transfer event as a link connecting outgoing and incoming holders, the object, triggering act, and transferred duties. Provenance can remain complete for an entity that never changes custodian, so the relation is conditional."
   }
  ],
  "free_riding": [
   {
    "child": "public_goods",
    "parent": "free_riding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Public Goods typically generate the Free Riding incentive that turns non-excludable benefit into under-contribution and under-provision.",
    "reason": "Potential beneficiaries receive the non-rival benefit whether or not they pay, so withholding contribution is privately attractive while universal withholding defeats provision. Institutions can suppress the behavior without changing the defining non-excludability and non-rivalry."
   },
   {
    "child": "social_loafing",
    "parent": "free_riding",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social loafing is the specific shape free riding takes when individual contribution to a pooled output is not separately measurable.",
    "reason": "Social loafing is the structurally-particularized form free riding takes in the team-effort case: when output pools individual contributions inseparably, the marginal benefit of one's own effort to personal evaluation and reward falls as group size rises, and rational self-interest reduces per-person contribution. It inherits free riding's structural commitment \u2014 benefit without proportionate contribution from a non-excludable joint product \u2014 particularized to the effort-allocation case where the joint product is task completion and non-excludability arises from non-attribution."
   },
   {
    "child": "unowned_known_risk",
    "parent": "free_riding",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The diffuse-ownership-of-prevention-cost commitment is a free_riding mechanism; one of the five commitments.",
    "reason": "The diffuse-ownership-of-prevention-cost commitment is a free_riding mechanism; one of the five commitments. Presupposes free_riding as a component. Free Riding supplies the prerequisite condition: The systematic under-provision that results when individuals can enjoy a non-excludable shared good without contributing proportionately to producing it. Unowned Known Risk operates against that background: A hazard that is common knowledge yet reliably un-acted-upon because prevention costs are diffusely owned, horizons mismatch, precursors are normalised, and the outcome is later recast as a surprise. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "symbolic_boundaries": [
   {
    "child": "purity_and_pollution",
    "parent": "symbolic_boundaries",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Purity and pollution presupposes symbolic boundaries because the pure-polluting partition is a particular classificatory operation defending cultural categories.",
    "reason": "Purity and pollution sorts things into pure and polluting, treating pollution as contagious matter-out-of-place that defiles classificatory order and requires ritual cleansing. This is a particular case of symbolic boundaries: conceptual distinctions actors deploy to categorize the social field with substantial consequences. Symbolic boundaries supply the underlying classificatory operation that sorts the world into kinds. Purity and pollution specialize this by adding the contagion logic and the ritual-purification mechanism, defending the integrity of the categorial scheme against transgression. Without symbolic boundaries as substrate, there would be no classifications for pollution to threaten."
   }
  ],
  "predicate": [
   {
    "child": "quantifier",
    "parent": "predicate",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Quantifier presupposes Predicate, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Predicate supplies the prerequisite condition: A testable yes-or-no property of an object, returning a truth value. Quantifier operates against that background: Specifies the scope of a claim over a domain \u2014 all, some, none, most, or exactly N. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   }
  ],
  "intervention": [
   {
    "child": "randomization",
    "parent": "intervention",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Randomization is the mechanism that physically realizes a confounder-severing intervention (severs every incoming edge at once).",
    "reason": "Randomization is the mechanism that physically realizes a confounder-severing intervention (severs every incoming edge at once). Add intervention as a parent; randomization keeps its causality/experimental_design/probability parents."
   }
  ],
  "abductive_reasoning": [
   {
    "child": "rashomon_effect",
    "parent": "abductive_reasoning",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Rashomon_effect is 'a diagnosis of abductive UNDERDETERMINATION' \u2014 the condition in which inference-to-the-best-explanation cannot converge (several internally-coherent accounts fit equally).",
    "reason": "Rashomon_effect is 'a diagnosis of abductive UNDERDETERMINATION' \u2014 the condition in which inference-to-the-best-explanation cannot converge (several internally-coherent accounts fit equally). It presupposes the abductive frame and names where it stalls. Abductive Reasoning supplies the prerequisite condition: Infer the hypothesis that would best explain a surprising observation, accepted provisionally and held defeasibly against better candidates. Rashomon Effect operates against that background: Multiple internally coherent but mutually inconsistent accounts of one event, underdetermined by the testimony set with no internal adjudication procedure. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "reverse_engineering",
    "parent": "abductive_reasoning",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reverse engineering is the specific shape abductive reasoning takes when inferring design intent backward from an observed artifact.",
    "reason": "Abductive reasoning is inference to the best explanation: starting from an observation, the reasoner posits the hypothesis that, if true, would best account for it. Reverse engineering is the particular shape this move takes in engineering and analysis: starting from an assembled product or executing system, the reasoner infers the underlying design intent, component relationships, and architectural choices that best explain the observed form and behavior. It is a structurally-particularized instance of ampliative inference whose target hypothesis is design intent and whose evidence base is observable final form."
   }
  ],
  "externality": [
   {
    "child": "reaction_channel_back_action",
    "parent": "externality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Back-action is the SUBSPECIES of externality where the peripheral harm does not stay with the third party but is metabolized by a downstream channel and RETURNS to the causer after a delay.",
    "reason": "Back-action is the SUBSPECIES of externality where the peripheral harm does not stay with the third party but is metabolized by a downstream channel and RETURNS to the causer after a delay. externality is the genus; the return path is the differentia. Externality supplies the genus: Spillover effects. Reaction-Channel Back-Action preserves that general structure while adding its differentia: Peripheral harm from an action is metabolized by a downstream system and returned to the original actor as operational cost, after a delay. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "tragedy_of_the_commons",
    "parent": "externality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Tragedy of the commons presupposes externality because the depletion of a shared resource is the unpriced third-party cost each user imposes on others.",
    "reason": "The tragedy of the commons depends on the externality structure: each user receives the full private benefit of consumption but bears only a 1/N share of the collective depletion cost, so the unpriced residue is imposed on other users. Without the externality framework \u2014 the divergence between private and social cost arising from effects not transmitted through prices \u2014 the rational self-interest pattern would not produce collective degradation, because the depletion would be internalized and consumption would track its true social cost."
   }
  ],
  "amplification": [
   {
    "child": "recursive_attenuating_amplification",
    "parent": "amplification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Recursive Attenuating Amplification is typically a specialization of Amplification, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Amplification supplies the genus: Increase signal or disturbance. Recursive Attenuating Amplification preserves that general structure while adding its differentia: A one-shot input recirculating through a leaky operator with sub-unit retention produces a bounded total response of input/(1\u2212k). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   },
   {
    "child": "resonance",
    "parent": "amplification",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resonance is a specialization of amplification in which the gain is frequency-selective and powered by stored oscillatory energy at a matched natural frequency.",
    "reason": "Resonance is a specialization of amplification in which the gain mechanism is the cumulative storage of energy in a system driven near one of its natural frequencies. It inherits the general amplification commitment that an input controls a much larger output drawing on a separate energy source, and specializes by making the response frequency-dependent, peaked at the natural frequencies, and limited by damping. The amplifying \"power supply\" is the system's own oscillatory storage, and gain can become arbitrarily large as damping vanishes."
   }
  ],
  "wargaming": [
   {
    "child": "red_teaming_in_strategy",
    "parent": "wargaming",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Red Teaming In Strategy is the framed or domain-specific realization of Wargaming; removing the local frame leaves the parent's structural relation intact.",
    "reason": "After the military_strategic_studies frame is stripped away, the retained structural roles are those of Wargaming: Rehearse a plan against an adaptive opponent, turn by turn, to surface the assumptions it hid. Red Teaming In Strategy adds the local frame and commitments expressed in its identity: Build an independent, role-protected adversary whose job is to attack the plan before reality does. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "external_analytic_challenge": [
   {
    "child": "red_teaming_in_strategy",
    "parent": "external_analytic_challenge",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Strategic red teaming is external analytic challenge strengthened with an adversarial brief, institutionally separated role, protected authority, and contracted pre-commitment response.",
    "reason": "Strategic red teaming is external analytic challenge strengthened with an adversarial brief, institutionally separated role, protected authority, and contracted pre-commitment response. Both install a competent outside challenge to expose assumptions and failure modes while the primary work can still change, with findings routed back before commitment. Red teaming requires an explicit adversarial perspective, protected organizational authority, role separation, and capture-resistant reporting that the broader genus does not."
   }
  ],
  "two_store_architecture": [
   {
    "child": "redundancy",
    "parent": "two_store_architecture",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Maintaining two oppositely-optimised persistent substrates presupposes redundancy (the duplicate path), adding a periodic transfer mechanism that consolidates rather than masks.",
    "reason": "Maintaining two oppositely-optimised persistent substrates presupposes redundancy (the duplicate path), adding a periodic transfer mechanism that consolidates rather than masks. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Two-Store Architecture: A fast interference-prone store and a slow integrated store coupled by a periodic transfer mechanism, paying for both speed and integration by maintaining two oppositely-optimised substrates. Redundancy adds the local frame and commitments expressed in its identity: Duplicate critical components. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "rate_limiting": [
   {
    "child": "refractory_period",
    "parent": "rate_limiting",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "A refractory period is intrinsic rate limiting specialized to an automatic post-action interval during which the same unit cannot act again.",
    "reason": "It caps one identifiable unit's action rate over time, inheriting the structural effect of a temporal budget. Its differentia are that the limit is imposed by the unit's own post-action state, starts immediately after firing, and expires after a recovery interval rather than being administered by an external counter."
   }
  ],
  "frame_change": [
   {
    "child": "reframing",
    "parent": "frame_change",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Reframing is the interpretive species of Frame Change, preserving a referent while replacing the frame that assigns its meaning and implications.",
    "reason": "Frame Change supplies the broader genus: a referent is preserved while an operative coordinate, classificatory, tonal, or interpretive frame is replaced and bridged. Reframing preserves that structure and adds an interpreting agent or community plus a change in meaning, salience, evaluation, or action. Non-interpretive frame changes can occur without Reframing, establishing strict subsumption."
   }
  ],
  "rent_seeking": [
   {
    "child": "regulatory_capture",
    "parent": "rent_seeking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "'Capture is one instance of rent-seeking \u2014 an agency taken over by the interests it regulates'; rent_seeking names the direction-of-effort criterion wherever an allocation channel exists.",
    "reason": "'Capture is one instance of rent-seeking \u2014 an agency taken over by the interests it regulates'; rent_seeking names the direction-of-effort criterion wherever an allocation channel exists. rent_seeking is the genus, regulatory_capture the species. Add rent_seeking as parent. Rent Seeking supplies the genus: Expending real resources to capture a larger share of existing value by working the rules that govern allocation, rather than to produce new value. Regulatory Capture preserves that general structure while adding its differentia: Regulated agents gain influence over institution redirecting it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "reward_prediction_error": [
   {
    "child": "reinforcement",
    "parent": "reward_prediction_error",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Reward prediction error is a common internal teaching signal in reinforcement, updating value or action strength from expected-versus-received reward.",
    "reason": "In prediction-based reinforcement systems, the loop computes received reward or bootstrapped return minus expected value and uses that internal signal to change action probability or value. The error is a constituent of the larger consequence-driven process, not the whole process and not its taxonomic genus."
   }
  ],
  "constraint_release": [
   {
    "child": "release_from_controlling_context",
    "parent": "constraint_release",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Release From Controlling Context is Constraint Release specialized to an actor separated from its home regulators by transfer into a recipient context lacking them.",
    "reason": "The child retains the general pattern of intrinsic capacity, an actively suppressive constraint set, a composite prior baseline, and removal or separation from the suppressor. It adds explicit home and recipient contexts, non-portability of the constraint set, a transfer boundary, and the joint-attribution error that mistakes the constrained home equilibrium for an actor-only property."
   },
   {
    "child": "withdrawal_rebound",
    "parent": "constraint_release",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Withdrawal Rebound is Constraint Release specialized to a constraint that induced a slower opposing compensation before it was removed.",
    "reason": "Constraint Release is the broader unmasking event in which removing a binding input reveals behavior previously held down. Withdrawal Rebound adds prior adaptive opposition, fast removal relative to compensation decay, and a transient excursion past baseline."
   }
  ],
  "legacy_integration": [
   {
    "child": "remediation",
    "parent": "legacy_integration",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Remediation is legacy integration specialized to a successor medium that selectively carries forward an older medium's conventions while exploiting new substrate affordances.",
    "reason": "Both preserve selected structure from a predecessor across a discontinuous migration into a successor. Remediation adds a medium change, quoted older forms used as legitimacy scaffolding, progressive shedding of substrate-bound conventions, and divergence through affordances unavailable to the predecessor."
   }
  ],
  "economy_of_force": [
   {
    "child": "reserve",
    "parent": "economy_of_force",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The reserve is one named component of economy of force \u2014 the hedge against decisive-point misidentification.",
    "reason": "The reserve is one named component of economy of force \u2014 the hedge against decisive-point misidentification. 'reserve is one component of economy of force, not the prime.'. After the engineering_design frame is stripped away, the retained structural roles are those of Economy Of Force: Deliberate minimum-sufficient under-resourcing of non-decisive efforts so that mass can be concentrated at the decisive point. Reserve adds the local frame and commitments expressed in its identity: Deliberately maintained surplus held beyond expected need so the system can absorb variation, uncertainty, or shock without failing. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "inertia": [
   {
    "child": "resistance_to_change",
    "parent": "inertia",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Resistance to change presupposes inertia because organizational and social resistance manifests the general structural pattern of trajectory-persistence requiring force to alter.",
    "reason": "Resistance to change is the tendency of human and organizational systems to defend their existing structures, processes, and identities against alteration, requiring active effort to overcome the forces reinforcing the current state. This is a particular case of the general inertia pattern: a system's default behavior is continuation of its current trajectory, with departure requiring force proportional to the change desired. Inertia supplies the structural commitment \u2014 trajectory-persistence-against-net-zero-force \u2014 that organizational resistance instantiates with human, social, and structural restraining forces as its specific mass."
   }
  ],
  "temporal_synchronization_and_phase_alignment": [
   {
    "child": "resonance",
    "parent": "temporal_synchronization_and_phase_alignment",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Resonance is a specialization of temporal synchronization and phase alignment in which constructive amplification occurs when driver phase matches a natural frequency.",
    "reason": "Resonance is a specialization of temporal synchronization and phase alignment in which the phase relationship at issue is between an external driver and a system's natural frequency. It inherits the general phase-alignment commitment that aligned phases produce constructive coherence and amplification while misaligned phases cancel, and specializes by fixing one party to a system with a frequency-peaked response function and showing that energy accumulates efficiently exactly when the driving phase tracks the natural-frequency phase, with amplitude limited only by damping."
   }
  ],
  "coverage_reachability": [
   {
    "child": "revocation_closure",
    "parent": "coverage_reachability",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Complete reachability over the grant's actual live effect set is a strict constituent of Revocation Closure.",
    "reason": "The property fails if even one active manifestation or derivative lies beyond every revocation pathway, so the required target set must be covered by the issuer's invalidation mechanisms."
   },
   {
    "child": "schema_bounded_blind_spot",
    "parent": "coverage_reachability",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "A schema-bounded blind spot exists only relative to an intended coverage claim connecting elicitation prompts or categories to the cases that should be surfaced.",
    "reason": "Coverage / Reachability supplies a source set, a required-target set, and the obligation that every target be reached. Schema-Bounded Blind Spot adds the deeper failure in which the finite schema helps define the visible target set, leaving an out-of-schema case absent from the very audit that would reveal the gap."
   }
  ],
  "expected_utility": [
   {
    "child": "risk_aversion",
    "parent": "expected_utility",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Risk aversion presupposes expected utility because the certainty-over-gamble preference is formally defined as concavity of the expected-utility value function.",
    "reason": "Risk aversion presupposes expected utility because the property of preferring a sure outcome to an uncertain prospect of equal expected value is formally captured as concavity of the utility function inside the expected-utility integral. The Arrow-Pratt measures of risk aversion are derivatives of the utility function whose probability-weighted aggregation defines expected utility. Without expected utility's probability-weighted-aggregation machinery, there is no formal way to compare a gamble's certainty-equivalent against its expected value, and no quantitative apparatus for the risk premium that risk aversion describes."
   }
  ],
  "risk_transfer": [
   {
    "child": "risk_pooling",
    "parent": "risk_transfer",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Pooling is one mechanism by which a counterparty can bear the transfer cheaply (not required \u2014 a deep-pocketed indemnitor pools nothing).",
    "reason": "Pooling is one mechanism by which a counterparty can bear the transfer cheaply (not required \u2014 a deep-pocketed indemnitor pools nothing). After the economics_finance frame is stripped away, the retained structural roles are those of Risk Transfer: Shifting an adverse-outcome distribution from one party to another for a price, so the loss lands on whoever can bear it best. Risk Pooling adds the local frame and commitments expressed in its identity: Aggregating many independent or weakly correlated exposures so that the variance of the pooled outcome shrinks below the sum of individual variances, letting participants share a more predictable collective risk. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "performativity": [
   {
    "child": "ritual",
    "parent": "performativity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Ritual is a specialization of performativity that uses prescribed repetitive action to bring about transformations of social or sacred state.",
    "reason": "Ritual is a specialization of performativity. Specifically, it instantiates the constitutive-rather-than-descriptive pattern in the rule-governed-and-symbolically-charged subclass: prescribed sequences performed under correct conditions transform participants' standing (marriage, ordination, mourning, naming) rather than reporting an antecedent fact. Like other performatives, ritual efficacy is felicity-rather-than-truth and depends on appropriate setting, authority, and form; ritual is the subclass anchored by repetition, symbolic structure, and tradition that makes the performative act a recurrent communal institution."
   },
   {
    "child": "social_construction_of_reality",
    "parent": "performativity",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social construction of reality presupposes performativity because objectivation only sticks when constitutive acts repeatedly enact what they name.",
    "reason": "Social construction of reality presupposes performativity because the externalization-objectivation-internalization cycle works only insofar as constitutive acts bring social facts into being by being performed under shared felicity conditions. A marriage, a status, a category becomes treated as objective reality not because it describes an independent world but because authorized utterances and practices enact it. Without the constitutive-rather-than-descriptive move that performativity names, the joint human activity Berger and Luckmann describe cannot produce the apparently-thinglike institutions it generates."
   },
   {
    "child": "speech_act_theory_illocution_perlocution",
    "parent": "performativity",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Speech act theory is the specific shape performativity takes when an utterance's illocutionary force constitutes the social fact it names.",
    "reason": "Speech act theory is the structurally-particularized form performativity takes in the linguistic-utterance case: the locutionary act delivers form, the illocutionary act carries conventional force that brings the named state into being under felicity conditions, and the perlocutionary act tracks downstream effects. It inherits performativity's commitment that the act and the fact are co-created in one move, particularized to the three-layer analysis of how speech does things rather than describes them."
   }
  ],
  "bounded_rationality": [
   {
    "child": "satisficing",
    "parent": "bounded_rationality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Satisficing presupposes bounded rationality because stopping at good-enough only makes sense for agents who cannot afford exhaustive optimization.",
    "reason": "Satisficing accepts the first option that meets an aspiration level rather than searching the whole choice set for the global best. The strategy only makes sense when exhaustive optimization is not feasible \u2014 when information, computation, or time is binding. Bounded rationality supplies exactly that condition: real decision-makers operate under such limits and therefore search locally rather than globally. Satisficing is one of the canonical local-search rules that bounded agents employ; it presupposes the bounded-rationality diagnosis of the agent's situation as the reason aspiration-based stopping is rational at all."
   }
  ],
  "zone_of_proximal_development_zpd": [
   {
    "child": "scaffolding",
    "parent": "zone_of_proximal_development_zpd",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scaffolding presupposes the zone of proximal development because the temporary supports are calibrated precisely to that productive gap.",
    "reason": "Scaffolding presupposes the zone of proximal development because its operational logic \u2014 providing temporary supports that enable tasks just beyond independent capability, then progressively withdrawing them \u2014 only makes sense in the ZPD-defined gap between actual and potential developmental levels. It inherits the ZPD's commitment that calibrated social mediation converts potential capability into internalized competence, and operationalizes the mediation as the modeling, prompting, and partial-solution moves that traverse the zone."
   }
  ],
  "fading": [
   {
    "child": "scaffolding",
    "parent": "fading",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Scaffolding contains Fading as the internal withdrawal phase that tapers temporary support until independent performance.",
    "reason": "Scaffolding provides temporary, calibrated support with the defining intention that responsibility will pass to the learner or supported system. Fading is the withdrawal machinery inside that arc: prompts, guidance, or assistance are reduced along a schedule that tracks growing competence until unaided performance is reached. Without Fading, the support remains a continuing aid rather than scaffolding engineered for its own obsolescence."
   }
  ],
  "in_group_out_group": [
   {
    "child": "scapegoating",
    "parent": "in_group_out_group",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Scapegoating presupposes the in-group/out-group partition because the displaced blame must land on a target marked as outside the \"we.\"",
    "reason": "Scapegoating presupposes the in-group/out-group partition because its mechanism depends on concentrating diffuse collective tension onto a target whose marking as outside-the-we makes the punishment feel like a discharge for those inside. The target must be available as out-group: someone whose suffering does not register as the in-group's own. Without the prior partition between a \"we\" extended loyalty and a \"they\" extended hostility, there is no structural slot for the surrogate victim to occupy, and the displacement-concentration-discharge sequence has no asymmetric channel to flow through."
   },
   {
    "child": "social_identity_theory",
    "parent": "in_group_out_group",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Social Identity Theory presupposes in-group/out-group because its categorization-identification-comparison machinery operates on the we-they partition.",
    "reason": "Social Identity Theory explains how individuals derive self-concept from social categories through categorization, identification, comparison, and distinctiveness-seeking. Each of these processes operates on a we-versus-they partition: categorization sorts people into in-group and out-group, identification binds self to the in-group, comparison favors the in-group over the out-group. The theory presupposes the we-they partition with its asymmetric treatment as the structural field on which it builds. Without an in-group/out-group division, there is nothing for social identification to attach to or for intergroup comparison to operate over."
   }
  ],
  "problem_space": [
   {
    "child": "search_and_retrieval",
    "parent": "problem_space",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Search and retrieval presupposes a problem space because locating items requires a representation specifying states, operators, and goal criteria.",
    "reason": "Search and retrieval presupposes a problem space because navigating from a query toward relevant items requires a formal representation that specifies what counts as a state, what operators move between states, and what counts as reaching the goal of matching the query. Without problem-space machinery \u2014 initial state, goal state, operators, intermediate-state lattice \u2014 there is no structured space to navigate, no precision-recall trade-off to manage, and no notion of search efficiency. Problem space supplies the representational substrate on which search and retrieval algorithms operate."
   }
  ],
  "design_for_implementation": [
   {
    "child": "second_system_effect",
    "parent": "design_for_implementation",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "A design-stage failure: lifting a load-bearing constraint that was a silent prioritizer floods the successor with a postponed-ambitions stockpile.",
    "reason": "A design-stage failure: lifting a load-bearing constraint that was a silent prioritizer floods the successor with a postponed-ambitions stockpile. Presupposes a feasibility-constrained design process. Design for Implementation supplies the prerequisite condition: Real-world feasibility. Second-System Effect operates against that background: When load-bearing constraints are lifted but capability is retained, a stockpile of postponed ambitions floods the successor, producing overengineering. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "vantage_induced_omission": [
   {
    "child": "selection_bias",
    "parent": "vantage_induced_omission",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Selection Bias is a specialization of Vantage-Induced Omission, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Vantage-Induced Omission supplies the genus: An apparatus's structural vantage makes some regions of a landscape reachable and others constitutively invisible, so its output is mistaken for the landscape rather than the landscape-restricted-to-its-vantage. Selection Bias preserves that general structure while adding its differentia: Skewed sampling. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "covariance": [
   {
    "child": "selection_vs_transmission_decomposition",
    "parent": "covariance",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Covariance of unit weight with trait is the exact selection term contained in the residual-free decomposition.",
    "reason": "The Price-equation identity contains covariance of relative weight or fitness with trait value as its first summand. Removing that constituent removes the selection half of the selection-versus-transmission split rather than merely removing a prerequisite used to calculate it."
   }
  ],
  "knowledge_action_gap": [
   {
    "child": "self_control",
    "parent": "knowledge_action_gap",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Self_control is 'one SUBSTRATE of the gap (the individual-cognitive transmission weakness of hyperbolic discounting)'; the knowledge-action gap is the broader structure that scales from akrasia to collective implementation gaps.",
    "reason": "Self_control is 'one SUBSTRATE of the gap (the individual-cognitive transmission weakness of hyperbolic discounting)'; the knowledge-action gap is the broader structure that scales from akrasia to collective implementation gaps. Knowledge-Action Gap supplies the genus: An agent holds accurate knowledge of the appropriate action, sincerely intends to take it, and systematically does not \u2014 because knowing and doing are separable load-bearing states and intervention on the knowing channel does not, by itself, change the doing channel. Self Control preserves that general structure while adding its differentia: Overriding immediate impulses in service of longer-term goals. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "expectancy_mediated_outcome": [
   {
    "child": "self_defeating_prediction",
    "parent": "expectancy_mediated_outcome",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-Defeating Prediction is the negative collective-action species in which response to a disseminated forecast moves the predicted variable against it.",
    "reason": "The child fixes the predictive state to a disseminated forecast, the response channel to aggregated belief-driven action, and the coupling sign to a reduction in the forecast's truth value."
   },
   {
    "child": "self_fulfilling_prophecy",
    "parent": "expectancy_mediated_outcome",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-Fulfilling Prophecy is the positive behavioral species in which an expectation changes action so the expected proposition validates itself.",
    "reason": "Both require an outcome-relevant predictive state, a causal response channel, and a realized outcome that differs because the prediction entered the system. Self-Fulfilling Prophecy fixes the channel to behavior by the holder or recipients, the coupling sign to positive, and the result to validation of the predicted proposition."
   }
  ],
  "criticality": [
   {
    "child": "self_organized_criticality",
    "parent": "criticality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Self-organized criticality is criticality specialized to systems whose internal dynamics drive and maintain the critical regime without external tuning.",
    "reason": "Self-organized criticality is criticality specialized to systems whose internal dynamics drive and maintain the critical regime without external tuning. Criticality supplies the genus: Regime poised at a phase boundary where response becomes scale-free and correlations diverge. Self-Organized Criticality preserves that general structure while adding its differentia: Localized chaos and fluctuation at fine scales actively sustains and enables emergent coherence and order at coarse scales through recursive multi-scale feedback, rather than degrading it. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   },
   {
    "child": "stress_rupture",
    "parent": "criticality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Stress and rupture presupposes criticality because the sudden catastrophic release after invisible accumulation is the system crossing a critical threshold.",
    "reason": "Stress and rupture describes accumulated strain in an apparently stable system that releases suddenly when latent load exceeds a rupture threshold, reorganizing into a new equilibrium. This presupposes criticality: the state poised at a phase boundary where qualitatively distinct regimes meet and response becomes unbounded. The rupture moment is the system crossing the critical point at which the prior regime's stability evaporates and a phase-transition-style reorganization occurs. Without criticality's framework of regime boundaries and divergent susceptibility, the long-invisible-then-sudden signature of rupture has no structural basis."
   },
   {
    "child": "universality_in_critical_phenomena",
    "parent": "criticality",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Universality in critical phenomena presupposes criticality because the universal exponents and scaling functions only emerge near continuous phase transitions.",
    "reason": "Universality in critical phenomena is the fact that disparate systems sharing a small set of abstract properties exhibit identical quantitative critical behaviour, with microscopic details irrelevant in the renormalization-group sense. This presupposes criticality itself: the state at a phase boundary where correlation length diverges and the system is controlled by a fixed point whose properties depend only on universality-class labels. Without criticality supplying the regime where long-distance behaviour decouples from microscopic detail, there is no domain over which universality holds; universality is a property of the critical regime, not of general dynamics."
   }
  ],
  "interface_mismatch": [
   {
    "child": "shared_interface_constraint_conflict",
    "parent": "interface_mismatch",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Shared-Interface Constraint Conflict is the Interface Mismatch species in which one offered output cannot satisfy the mutually incompatible contracts of several receivers sharing the seam.",
    "reason": "Interface Mismatch supplies two or more locally coherent sides, a required exchange seam, and failure caused by offered and required contracts that do not align. Shared-Interface Constraint Conflict inherits that structure and adds one undifferentiated output, several receivers, and an empty intersection among their binding acceptance sets."
   }
  ],
  "modifiable_areal_unit_problem": [
   {
    "child": "simpsons_paradox",
    "parent": "modifiable_areal_unit_problem",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Simpson's Paradox is typically a specialization of Modifiable Areal Unit Problem, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Modifiable Areal Unit Problem supplies the genus: Statistics computed on aggregated data change, sometimes reversing sign, when the boundaries used to aggregate are redrawn \u2014 the partition is a non-neutral analytical input. Simpson's Paradox preserves that general structure while adding its differentia: A relationship can run one direction inside every subgroup and the opposite direction in the aggregate, because a confounder's distribution differs across subgroups and is silently mixed away on pooling. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "annealing": [
   {
    "child": "simulated_annealing",
    "parent": "annealing",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Simulated_annealing is the in-silico combinatorial-search transcription (Metropolis rule = literal Boltzmann factor) of the general agitate-then-cool-on-a-schedule protocol.",
    "reason": "Simulated_annealing is the in-silico combinatorial-search transcription (Metropolis rule = literal Boltzmann factor) of the general agitate-then-cool-on-a-schedule protocol. annealing is the parent. Annealing supplies the genus: Lift a stuck system into a high-mobility regime, then withdraw the agitation along a controlled schedule so it settles into a better configuration than it could reach cold. Simulated Annealing preserves that general structure while adding its differentia: Probabilistic search escaping local optima. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "center_of_gravity": [
   {
    "child": "single_point_of_failure",
    "parent": "center_of_gravity",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Single Point of Failure is the Center of Gravity 'seen from the defender's side', the same structural object without the optimizing attacker and migration.",
    "reason": "Single Point of Failure is the Center of Gravity 'seen from the defender's side', the same structural object without the optimizing attacker and migration. Center Of Gravity supplies the genus: In an adversarial system, the single cohesion-bearing node whose disruption disproportionately changes the whole contest \u2014 concentrating both defence and attack at that point. Single Point of Failure preserves that general structure while adding its differentia: A component on the critical path of every essential function, with no parallel route, that caps the whole system's reliability at its own. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "vulnerability_hotspot": [
   {
    "child": "single_point_of_failure",
    "parent": "vulnerability_hotspot",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Single Point of Failure is a specialization of Vulnerability Hotspot, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Vulnerability Hotspot supplies the genus: A place, population, or component where multiple independent sensitivities co-locate, so the joint probability of harm there is far larger than the product of marginal probabilities elsewhere and risk clusters rather than spreads evenly. Single Point of Failure preserves that general structure while adding its differentia: A component on the critical path of every essential function, with no parallel route, that caps the whole system's reliability at its own. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "non_zero_sum_game": [
   {
    "child": "social_dilemma",
    "parent": "non_zero_sum_game",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social Dilemma is a specialization of Non-Zero-Sum Game, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Non-Zero-Sum Game supplies the genus: A strategic interaction whose joint payoff is not fixed: cooperative play can create value and destructive play can destroy it, so the size of the pie is endogenous to the strategy profile. Social Dilemma preserves that general structure while adding its differentia: Individually rational defection yields a collectively worse outcome (canonical form: the Prisoner's Dilemma). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "informal_enforcement": [
   {
    "child": "social_norms",
    "parent": "informal_enforcement",
    "type": "mutual",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Social norms and informal enforcement are interdefinable complements: norms carry anticipated decentralized response, while informal enforcement presupposes a shared behavioral expectation.",
    "reason": "Social norms and informal enforcement are interdefinable structural complements. A norm differs from a private preference because members anticipate distributed approval, correction, withdrawal, or sanction, even when conformity keeps any overt response latent. Informal enforcement, in turn, presupposes a shared expectation that gives the response its target. The relation does not require visible punishment in every norm instance; it requires a decentralized response structure capable of maintaining the expectation."
   }
  ],
  "systems_thinking": [
   {
    "child": "sociotechnical_systems",
    "parent": "systems_thinking",
    "type": "decompose",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Sociotechnical systems is the specific shape systems thinking takes when the parts in interdependent relation are human-organizational and technical components.",
    "reason": "Sociotechnical systems is the structurally-particularized instance of systems thinking in which the unit of analysis is the interlock between social components (people, culture, organization) and technical components (tools, processes, infrastructure). It carries forward the general systems-thinking commitment that outcomes are governed by relationships and feedback among parts rather than by parts in isolation, and gives it specific shape: the same technology produces different results under different work organizations because outcomes depend on the joint design of social and technical subsystems."
   },
   {
    "child": "system_archetypes",
    "parent": "systems_thinking",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "System archetypes presupposes systems thinking because the recurring loop-structure patterns are intelligible only within the relational-and-feedback unit of analysis.",
    "reason": "System archetypes catalog recurring patterns of feedback loops that produce characteristic problematic behavior across domains \u2014 Limits to Growth, Shifting the Burden, Tragedy of the Commons. Without systems thinking's machinery \u2014 the shift from element to relationship as the unit of analysis, with loops, stocks, flows, and circular causation as the modeling vocabulary \u2014 the archetypes would have no structural language in which to be expressed. Systems thinking supplies the loop-and-relationship lens that makes the archetypal structures recognizable as the same pattern across surface-different settings."
   }
  ],
  "group_cohesion": [
   {
    "child": "solidarity",
    "parent": "group_cohesion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Solidarity presupposes group cohesion because fate-sharing and felt mutual obligation only exist within a collective that is bound together as a unit.",
    "reason": "Solidarity is the disposition of members to bear individual cost for fellow members, sustained by internalized fate-sharing and generalized obligation. Those dispositions presuppose that the collective already holds together as a unit rather than dissolving into separate individuals \u2014 exactly the resistance-to-fragmentation that group cohesion names. Without the underlying binding force that keeps the group from breaking apart, there is no membership for solidarity's obligations to attach to. Solidarity is one of several superposable sources that supply cohesion, and operates only where cohesion is already a meaningful structural property."
   }
  ],
  "instability": [
   {
    "child": "spinodal_decomposition",
    "parent": "instability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Spinodal decomposition is the barrier-less instability case: a homogeneous state with negative local-stability curvature amplifies ambient fluctuations rather than damping them \u2014 a specialization of instability (perturbations grow).",
    "reason": "Spinodal decomposition is the barrier-less instability case: a homogeneous state with negative local-stability curvature amplifies ambient fluctuations rather than damping them \u2014 a specialization of instability (perturbations grow). Instability supplies the genus: Amplifies perturbations. Spinodal Decomposition preserves that general structure while adding its differentia: A uniform state spontaneously separates into distinct phases because it is itself unstable, so ambient fluctuations are amplified rather than damped, producing a characteristic-wavelength pattern without any barrier or nucleus. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "symmetry_breaking": [
   {
    "child": "spinodal_decomposition",
    "parent": "symmetry_breaking",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "A uniform (symmetric) state spontaneously separates into distinct phases at a characteristic wavelength \u2014 barrier-less symmetry breaking.",
    "reason": "A uniform (symmetric) state spontaneously separates into distinct phases at a characteristic wavelength \u2014 barrier-less symmetry breaking. Symmetry Breaking supplies the genus: Loss of symmetry creates structure. Spinodal Decomposition preserves that general structure while adding its differentia: A uniform state spontaneously separates into distinct phases because it is itself unstable, so ambient fluctuations are amplified rather than damped, producing a characteristic-wavelength pattern without any barrier or nucleus. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "preference_falsification": [
   {
    "child": "spiral_of_silence",
    "parent": "preference_falsification",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Spiral of Silence contains preference-falsifying suppression choices as the individual acts aggregated and amplified by its climate-perception feedback loop.",
    "reason": "Preference Falsification is the individual expressive act under asymmetric cost; Spiral of Silence is the population-level feedback dynamic that aggregates those acts, feeds the distorted visible distribution back into perceived climate, and amplifies further suppression. The acts are internal constituents of the loop, not a genus of the whole dynamic."
   }
  ],
  "interference_and_contention": [
   {
    "child": "starvation",
    "parent": "interference_and_contention",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Starvation is 'a particular liveness outcome that contention can produce' \u2014 a failure mode of contention under a locally-rational priority rule.",
    "reason": "Starvation is 'a particular liveness outcome that contention can produce' \u2014 a failure mode of contention under a locally-rational priority rule. It presupposes contention; contention is the general condition, starvation the specific liveness violation. Interference and Contention supplies the prerequisite condition: Competing demands for shared bottleneck degrade throughput. Starvation operates against that background: A participant who is eligible and in the queue is perpetually denied service, not by exclusion but because a locally rational priority rule always picks someone else. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption."
   },
   {
    "child": "thundering_herd",
    "parent": "interference_and_contention",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "Thundering herds typically contain a downstream contention episode when synchronized arrivals compete at a finite choke, but contention is an effect constituent rather than the correlated-release genus.",
    "reason": "In the common computing, queueing, and service cases, the synchronized burst produces actual competition among concurrent consumers for a shared finite resource, so Interference and Contention occurs inside the event. The defining defect, however, is the joint timing distribution created by the shared release signal, not steady-state overlap. Outcome-neutral cases such as predator satiation preserve the correlated-capacity mechanism without ordinary contention, making the constituent typical rather than strict and ruling out subsumption."
   }
  ],
  "phase_space": [
   {
    "child": "state_and_state_transition",
    "parent": "phase_space",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "A state-and-transition model contains a phase or state space specifying the possible states over which its transition relation operates.",
    "reason": "Remove the set of admissible system states and the transition relation loses its domain and codomain: there is no defined condition from which the system can move or to which it can arrive. Phase Space is the whole possibility set contained in the larger state-plus-transition model."
   }
  ],
  "elicitation_channel_contribution": [
   {
    "child": "stated_preference",
    "parent": "elicitation_channel_contribution",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "typical",
    "reason_short": "A stated-preference estimate usually contains a systematic contribution from the question, prompt, scale, or protocol through which the report was elicited.",
    "reason": "Wording, response options, ordering, incentives, and interviewer or prompt context can shape the recorded report even when the latent valuation is unchanged. This contribution is typical rather than strict because a carefully controlled channel can approximate a transparent readout and channel sensitivity is not part of every formal definition of stated preference."
   }
  ],
  "stated_preference": [
   {
    "child": "stated_revealed_preference_gap",
    "parent": "stated_preference",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "The gap contains the report-based estimate whose output is compared with behavior under a real choice opportunity.",
    "reason": "One side of the identity must be an ordering inferred from what the agent says when asked. Remove Stated Preference and only behavior remains, so there is no report-versus-choice mismatch to measure."
   }
  ],
  "hypothesis_testing_null_vs_alternative": [
   {
    "child": "statistical_significance_p_value",
    "parent": "hypothesis_testing_null_vs_alternative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Statistical significance presupposes hypothesis testing because the p-value is read as evidence-against only within a pre-specified null/alternative testing frame.",
    "reason": "Statistical significance presupposes hypothesis testing because the p-value's interpretation as evidence against a null requires the structured testing apparatus: a stated null, a chosen test statistic with known null distribution, and a pre-specified threshold that turns the continuous tail probability into a reject/retain verdict. Without the prior framing of inference as a contest between null and alternative under controlled error rates, the tail probability is a number with no decision-theoretic anchor. Hypothesis testing supplies the frame that makes significance actionable."
   },
   {
    "child": "type_i_type_ii_errors",
    "parent": "hypothesis_testing_null_vs_alternative",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Type I and Type II errors presuppose hypothesis testing because they are precisely the two ways its reject/retain decision can be wrong.",
    "reason": "Type I and Type II errors presuppose hypothesis testing because they are defined relative to its dichotomous decision rule: a Type I error is a false rejection of a true null, a Type II error a false retention of a false null. Without the prior framing of inference as a structured contest between a null and an alternative with a pre-specified threshold, there is no reject/retain decision and so no distinction between these two error kinds. The Neyman-Pearson optimization of one rate at the expense of the other is internal to the testing framework."
   }
  ],
  "environmental_scanning": [
   {
    "child": "steep_pestle_analysis",
    "parent": "environmental_scanning",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "STEEP/PESTLE Analysis is a specialization of environmental scanning that organizes external-factor monitoring into a fixed category schema.",
    "reason": "STEEP/PESTLE Analysis is a kind of environmental scanning specialized by a particular category schema: it organizes the external-factor space into Social, Technological, Economic, Environmental, Political, and Legal (sometimes Ethical) dimensions to ensure scanning coverage across each. It inherits environmental scanning's commitment to deliberate, continuing, structured monitoring of external factors for strategic relevance, and supplies the specific schema that counters organizational tendencies to systematically underweight some factor categories \u2014 typically environmental, ethical, or social \u2014 relative to economic and technological."
   }
  ],
  "regime_change": [
   {
    "child": "stock_disabled_control",
    "parent": "regime_change",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Stock Disabled Control is a specialization of Regime Change, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Regime Change supplies the genus: A discontinuous flip of a system from one stable operating regime to a qualitatively different one, where the same inputs produce fundamentally different responses on either side of a feedback-driven threshold. Stock Disabled Control preserves that general structure while adding its differentia: A flow lever stops working when a shock pushes the system's stock variable outside the range where flow-margin nudges propagate; pulling harder fails until the stock is repaired. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "capacity_recovery_interval": [
   {
    "child": "stressor_induced_adaptation",
    "parent": "capacity_recovery_interval",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Stressor-Induced Adaptation contains a Capacity-Recovery Interval because the post-stress low-load period is where the compensatory response consolidates into durable capacity.",
    "reason": "Remove the interval after the stress dose during which load is reduced and compensatory capacity is built. The dose is then paid without durable adaptive gain, so the stressor-to-stronger-state trajectory loses an identity-constitutive stage."
   }
  ],
  "abstract_data_type": [
   {
    "child": "substitutability",
    "parent": "abstract_data_type",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "Substitutability is the consequence/dividend the ADT apparatus produces and disciplines ('Substitutability names the dividend; the ADT names the whole machine that pays it').",
    "reason": "Substitutability is the consequence/dividend the ADT apparatus produces and disciplines ('Substitutability names the dividend; the ADT names the whole machine that pays it'). After the systems_cybernetics frame is stripped away, the retained structural roles are those of Abstract Data Type: Specify a component by its externally observable behaviour while suppressing its implementation, so any conforming implementation is interchangeable behind the contract. Substitutability adds the local frame and commitments expressed in its identity: One component replaces another without functional degradation. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "containerization": [
   {
    "child": "substitutability",
    "parent": "containerization",
    "type": "decompose",
    "flavor": "part_of",
    "qualifier": "strict",
    "reason_short": "'Substitutability is one consequence of containerization (any handler takes any conforming unit), not the pattern.",
    "reason": "'Substitutability is one consequence of containerization (any handler takes any conforming unit), not the pattern. After the systems_cybernetics frame is stripped away, the retained structural roles are those of Containerization: Wrap a unit with its dependencies behind a standardized exterior so substrate-blind handlers can move it intact. Substitutability adds the local frame and commitments expressed in its identity: One component replaces another without functional degradation. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "defense_in_depth": [
   {
    "child": "swiss_cheese_model",
    "parent": "defense_in_depth",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Swiss cheese model is a specific named instantiation of defense-in-depth's serial-imperfect-layers structure with hole-correlation framing.",
    "reason": "Swiss cheese model is a specific named instantiation of defense-in-depth's serial-imperfect-layers structure with hole-correlation framing. Defense In Depth supplies the genus: Stacking multiple independent protective layers between threat and asset so that only a correlated breach across all layers produces total loss. Swiss Cheese Model (Layered Defense with Aligning Holes) preserves that general structure while adding its differentia: Catastrophe occurs only when a hazard finds a trajectory through a hole in every serial defensive layer at once, so the key variable is the correlation of holes across layers. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "conjunctive_path_activation": [
   {
    "child": "swiss_cheese_model",
    "parent": "conjunctive_path_activation",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Swiss-cheese model is conjunctive path activation specialized to a hazard crossing serial defensive layers only when a hole in every layer aligns, with cross-layer hole correlation as the governing variable.",
    "reason": "Every Swiss-cheese failure is an AND across state-conditional path edges: the route exists topologically, each layer normally blocks it, and catastrophe occurs only when all corresponding holes conduct together. The child narrows the genus to deliberately defensive layers, hazard penetration, latent/active holes, and the independence-versus-common-cause arithmetic that determines the value of additional layers."
   }
  ],
  "sacred": [
   {
    "child": "taboo",
    "parent": "sacred",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Taboo presupposes the sacred because its absolute prohibitions and contamination-anxiety only make sense as defenses of a set-apart sacred order.",
    "reason": "Taboo cannot operate without the sacred because its defining features \u2014 absolute interdiction, contagious pollution, and dread or disgust at violation rather than ordinary disapproval \u2014 are intelligible only as protections of a domain marked off as inviolable. The sacred supplies the categorical set-apartness and the contagion logic that taboo enforces; without a sacred-profane partition, the prohibitions reduce to ordinary rules with proportionate sanctions and lose the qualitatively distinct emotional charge that makes them taboos."
   }
  ],
  "intervention_stack_accretion": [
   {
    "child": "technical_debt",
    "parent": "intervention_stack_accretion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Technical Debt is typically a specialization of Intervention Stack Accretion, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Intervention Stack Accretion supplies the genus: A system accumulates concurrently active interventions, each justified at add-time, whose joint cost grows super-linearly and whose removal requires a distinct named operation. Technical Debt preserves that general structure while adding its differentia: A present expedient choice imposes a future cost that compounds with system growth until it is paid down, with a principal, an interest payment, and a pay-down. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "entropy_thermodynamic_sense": [
   {
    "child": "temporal_decay_and_degradation",
    "parent": "entropy_thermodynamic_sense",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Temporal decay and degradation presupposes entropy because the systematic loss of structure over time tracks the entropy increase of the second law.",
    "reason": "Temporal decay and degradation presupposes entropy because the systematic diminishment of structural quality, capability, and information content over time is the macroscopic signature of entropy growth: ordered configurations are vastly outnumbered by disordered ones, so spontaneous evolution moves toward higher entropy. Entropy supplies the statistical mechanism by which macroscopic irreversibility arises; degradation names what that arrow of time looks like for any structured system that maintenance does not actively counter. Without entropy's directional asymmetry, sustained spontaneous degradation would have no grounding."
   },
   {
    "child": "thermodynamic_equilibrium",
    "parent": "entropy_thermodynamic_sense",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium presupposes entropy because the equilibrium state is structurally defined as the entropy maximum consistent with imposed constraints.",
    "reason": "Thermodynamic equilibrium is the macroscopic state of maximum entropy consistent with the system's imposed constraints \u2014 fixed energy, volume, particle number. Without entropy's machinery as a state function quantifying microstate multiplicity, with the Second Law driving isolated systems toward higher-multiplicity macrostates, there would be no principle picking out which state the system relaxes to under those constraints. Entropy supplies both the variable being maximized and the law driving relaxation toward the equilibrium state, making it structurally prior to the equilibrium concept it defines."
   }
  ],
  "researcher_degrees_of_freedom": [
   {
    "child": "texas_sharpshooter_fallacy",
    "parent": "researcher_degrees_of_freedom",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The Texas sharpshooter fallacy is researcher degrees of freedom specialized to choosing a cluster boundary after seeing the data and reporting that selected fit as if pre-specified.",
    "reason": "Every live sharpshooter instance has an unpinned analytic boundary choice, an implicit tree of alternative clusters or windows, a silent multiplicity budget, one selected leaf reported publicly, and a warrant gap from treating exploration as confirmation. It adds the noisy substrate, post-hoc cluster boundary, naive evidence calculation, and multiplicity discount."
   }
  ],
  "selectivity_window": [
   {
    "child": "therapeutic_window",
    "parent": "selectivity_window",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Therapeutic Window is a specialization of Selectivity Window, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Selectivity Window supplies the genus: A process discriminates among targets only inside a bounded operating range of a control parameter, and loses or reverses that discrimination outside it. Therapeutic Window preserves that general structure while adding its differentia: Optimal input range. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "second_law_of_thermodynamics": [
   {
    "child": "thermodynamic_equilibrium",
    "parent": "second_law_of_thermodynamics",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Thermodynamic equilibrium presupposes the second law because its characterization as the maximum-entropy state under constraints is the second law's content.",
    "reason": "Thermodynamic equilibrium presupposes the second law because its defining feature is that an isolated macroscopic system relaxes to the state of maximum entropy consistent with imposed constraints, and that this state is unique and macroscopically time-independent. The very claim that systems left alone evolve to such a state, and not away from it, is the second law's statistical content. Without the prior commitment to entropy's non-decrease in isolated systems, there is no mechanism selecting equilibrium as the spontaneous endpoint of macroscopic evolution."
   }
  ],
  "correlated_capacity_demand": [
   {
    "child": "thundering_herd",
    "parent": "correlated_capacity_demand",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Thundering Herd is Correlated Capacity Demand specialized to a shared release event that aligns otherwise independent arrivals into the joint exceedance.",
    "reason": "Both patterns require a shared finite resource, multiple consumers, correlated tail demand, capacity sized against independent arrivals, and a joint exceedance. Thundering Herd adds a specific correlating mechanism: one shared signal releases a waiter population nearly simultaneously."
   }
  ],
  "unverified_precondition": [
   {
    "child": "time_of_check_to_time_of_use_flaw",
    "parent": "unverified_precondition",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Time-Of-Check To Time-Of-Use Flaw is a specialization of Unverified Precondition, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Unverified Precondition supplies the genus: An action presumes a referent exists at the moment of use without checking. Time-Of-Check To Time-Of-Use Flaw preserves that general structure while adding its differentia: A precondition verified at one instant authorizes an action taken at a later instant, and the relevant state changes in the gap between them, so the defect lives in the temporal binding between check and use rather than in either operation. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "paradox": [
   {
    "child": "tolerance_paradox",
    "parent": "paradox",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "The tolerance paradox is 'a particular, RESOLVABLE member' of the paradox family \u2014 a specific two-level case (open object-rule and meta-exception excluding the rule's own negation) that ESCAPES via a narrowly-bounded exception rather than a standing contradiction.",
    "reason": "The tolerance paradox is 'a particular, RESOLVABLE member' of the paradox family \u2014 a specific two-level case (open object-rule and meta-exception excluding the rule's own negation) that ESCAPES via a narrowly-bounded exception rather than a standing contradiction. A specialization of paradox that adds a prescription. Paradox supplies the genus: Contradictory but revealing truth. Tolerance Paradox preserves that general structure while adding its differentia: A system defined by an open principle must refuse that principle to elements that would destroy it, or be destroyed by its own openness. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "context_stripping": [
   {
    "child": "transferability_overclaim",
    "parent": "context_stripping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Transferability overclaim is Context Stripping specialized to a claim whose scope conditions are removed in transit, widening its apparent applicability beyond its evidentiary warrant.",
    "reason": "The focal result remains recognizable while the population, regime, calibration range, historical period, or other context that bounded its truth is projected away. Removing that meaning-bearing surrounding state widens the interpretations and uses the unchanged claim can support. Transferability overclaim therefore inherits Context Stripping's preserved-focal-signal and removed-context structure, then adds an export step and a reach-versus-warrant gap as its epistemic differentia."
   }
  ],
  "chaos": [
   {
    "child": "turbulence",
    "parent": "chaos",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Turbulence is a specialization of Chaos, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Chaos supplies the genus: Unpredictable dynamics. Turbulence preserves that general structure while adding its differentia: Chaotic multi-scale flow. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "mutual_exclusion": [
   {
    "child": "turn_taking",
    "parent": "mutual_exclusion",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Turn-taking enforces at-most-one occupancy of a shared channel (mutual exclusion's core safety invariant) plus an explicit allocation/scheduling rule layered on top.",
    "reason": "Turn-taking enforces at-most-one occupancy of a shared channel (mutual exclusion's core safety invariant) plus an explicit allocation/scheduling rule layered on top. Mutual Exclusion supplies the genus: Guarantee that at most one party occupies a designated state or resource at a time. Turn Taking preserves that general structure while adding its differentia: Contenders share a one-at-a-time channel by an allocation rule that selects who goes next. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "platform_design": [
   {
    "child": "two_sided_market",
    "parent": "platform_design",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "The specific economic structure (cross-side externality, asymmetric pricing, tipping) that platforms instantiate; presupposes a mediating platform.",
    "reason": "The specific economic structure (cross-side externality, asymmetric pricing, tipping) that platforms instantiate; presupposes a mediating platform. Platform Design supplies the prerequisite condition: Extensible core systems. Two Sided Market operates against that background: A platform mediates two distinct user groups whose participation creates value for each other, so each side's marginal value rises with the other side's size and the two demand schedules must be balanced together. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "caching": [
   {
    "child": "two_store_architecture",
    "parent": "caching",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Shares the fast-store/slow-store substrate pair with caching but REVERSES the origination flow (born-fast-migrates-slow vs born-slow-mirrored-fast); contrast-sibling rather than is a specialization of.",
    "reason": "Shares the fast-store/slow-store substrate pair with caching but REVERSES the origination flow (born-fast-migrates-slow vs born-slow-mirrored-fast); contrast-sibling rather than is a specialization of. Caching supplies the prerequisite condition: Store for faster retrieval. Two-Store Architecture operates against that background: A fast interference-prone store and a slow integrated store coupled by a periodic transfer mechanism, paying for both speed and integration by maintaining two oppositely-optimised substrates. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "risk_aversion": [
   {
    "child": "uncertainty_driven_verification_premium",
    "parent": "risk_aversion",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "typical",
    "reason_short": "Uncertainty-Driven Verification Premium typically presupposes Risk Aversion, whose structure must already obtain for the child mechanism to be meaningful or operational.",
    "reason": "Risk Aversion supplies the prerequisite condition: Preference for certainty. Uncertainty-Driven Verification Premium operates against that background: Under uncertainty, agents pay to retreat from unverified options toward verified ones. If the parent condition is removed, the child relation becomes undefined or loses the mechanism asserted by this edge; the parent can obtain independently, so the relation is presupposition rather than subsumption. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "identifiability": [
   {
    "child": "underspecification",
    "parent": "identifiability",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Underspecification is failed identifiability specialized to a criterion with a non-singleton admissible class, a hidden selector, and uncontrolled behavior that varies across selected representatives.",
    "reason": "Identifiability asks whether the target-to-observation or candidate-to-criterion map uniquely recovers one admissible answer. Underspecification fixes the answer to no: several distinct candidates occupy the same equivalence class under the explicit criterion. It adds a hidden closure that nevertheless chooses one member, a split between constraint-controlled and closure-controlled behavior, and divergence when another admissible representative is selected."
   }
  ],
  "severed_accountability_via_unearned_revenue": [
   {
    "child": "unearned_windfall_mechanism_atrophy",
    "parent": "severed_accountability_via_unearned_revenue",
    "type": "composition",
    "flavor": "part_of",
    "qualifier": "conditional",
    "reason_short": "The windfall-atrophy pattern contains severed accountability when the performance coupling removed by the easy inflow is a principal-controlled revenue channel.",
    "reason": "Petro-states, externally funded nonprofits, advertiser-funded media, and similar institutional cases contain the exact funding-bypass geometry. Inherited wealth, unused skill, and other capability-atrophy cases need no nominal principal or accountability constituency, so the constituent is conditional rather than universal."
   }
  ],
  "universality": [
   {
    "child": "universality_in_critical_phenomena",
    "parent": "universality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "The physics/critical-phenomena case (RG fixed point) is one instance of the substrate-neutral coarse-graining-preserves-a-low-dimensional-signature pattern (which also yields the CLT, Church-Turing, scale-free networks).",
    "reason": "The physics/critical-phenomena case (RG fixed point) is one instance of the substrate-neutral coarse-graining-preserves-a-low-dimensional-signature pattern (which also yields the CLT, Church-Turing, scale-free networks). universality is the parent. Universality supplies the genus: Systems with different microscopic detail obey identical macroscopic laws because only a low-dimensional signature survives coarse-graining. Universality in Critical Phenomena preserves that general structure while adding its differentia: Shared scaling laws. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association."
   }
  ],
  "risk_migration": [
   {
    "child": "vaccine_escape",
    "parent": "risk_migration",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "'s T1 names vaccine_escape as the case where the pressure (selection) is genuinely conserved \u2014 a biological instance of risk migration's conservation mechanic.",
    "reason": "'s T1 names vaccine_escape as the case where the pressure (selection) is genuinely conserved \u2014 a biological instance of risk migration's conservation mechanic. After the biology_ecology frame is stripped away, the retained structural roles are those of Risk Migration: An intervention that blocks a hazard at one site without absorbing the generative pressure behind it does not eliminate the hazard but relocates it across a permeable boundary to a less-monitored region, often where controls are weaker and measurement does not follow. Vaccine Escape adds the local frame and commitments expressed in its identity: A durable barrier imposed on an adaptive population acts as a selection filter, shifting the population toward variants it cannot engage, so effective coverage falls even though the barrier still works exactly as designed. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "wave": [
   {
    "child": "wave_particle_duality",
    "parent": "wave",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Wave-particle duality presupposes wave because the dual aspect requires that the entity exhibit characteristic wave properties under wave-context experimental probing.",
    "reason": "Wave-particle duality is the claim that physical entities exhibit both wave-like and particle-like properties depending on experimental context, which requires the wave concept as one half of the duality. Without wave's machinery \u2014 propagating disturbance with characteristic interference, diffraction, superposition, and phase relationships obeying a dispersion relation \u2014 there would be no wave aspect for the duality to ascribe to electrons, photons, and atoms. The wave prime supplies one of the two structural vocabularies the duality holds in complementary tension."
   }
  ],
  "duality": [
   {
    "child": "wave_particle_duality",
    "parent": "duality",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Wave-particle duality is a specialization of duality in which the paired structure-preserving descriptions are the wave and particle pictures of a quantum entity.",
    "reason": "Wave-particle duality is a specialization of duality in which the two paired descriptions are the wave aspect (interference, diffraction, superposition) and the particle aspect (localization, quantization, discrete countability) of a single quantum entity. It inherits the general duality commitment of a structure-preserving correspondence between two formulations such that each uniquely determines the other and each can substitute for the other for specified purposes. Its specialization is that which aspect appears is fixed by experimental context, and the two are complementary rather than contradictory."
   }
  ],
  "termination_condition": [
   {
    "child": "well_foundedness_well_ordering",
    "parent": "termination_condition",
    "type": "decompose",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "The well-foundedness argument that guarantees the predicate is reached (the resource-branch backstop).",
    "reason": "The well-foundedness argument that guarantees the predicate is reached (the resource-branch backstop). After the mathematics frame is stripped away, the retained structural roles are those of Termination Condition: An explicit, checkable predicate that decides whether an iterative or recursive process stops or continues. Well-Foundedness (Well-Ordering) adds the local frame and commitments expressed in its identity: Prevents infinite descent. The parent pattern remains recognizable without that vocabulary, while the child is the framed realization of it. That preservation test establishes decomposition rather than taxonomic subsumption."
   }
  ],
  "black_swan_high_impact_low_probability_events": [
   {
    "child": "wild_cards",
    "parent": "black_swan_high_impact_low_probability_events",
    "type": "composition",
    "flavor": "presupposes",
    "qualifier": "strict",
    "reason_short": "Wild cards presuppose the black swan pattern because they share its high-impact-from-low-probability signature while specializing to nameable-in-prospect events.",
    "reason": "Wild cards presuppose the black swan pattern because they share its defining combination -- rarity and outsized impact relative to routine outcomes -- and meaningfully exist only against the model in which most planning assumptions ignore tail events. The wild-card refinement is being nameable in prospect: unlike true black swans (unnameable until they occur), wild cards live on watchlists and risk registers as specific identifiable possibilities. Without the black swan framing of routine-model failure under tail dominance, wild card discipline has no point of leverage."
   }
  ],
  "selection_on_noisy_estimates": [
   {
    "child": "winner_s_curse",
    "parent": "selection_on_noisy_estimates",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "strict",
    "reason_short": "Winner's Curse is the common-value contest species that selects the maximum or minimum among several noisy estimates.",
    "reason": "Noisy appraisals determine selection, and conditioning on the winning estimate shifts its error toward the winning tail even when each appraisal was unbiased before the contest. The child adds several competitors or alternatives estimating one common or correlated value, an extremum selection rule, and a correction conditional on having beaten the field."
   }
  ],
  "population_coding": [
   {
    "child": "wisdom_of_the_crowds",
    "parent": "population_coding",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Wisdom of the Crowds is typically a specialization of Population Coding, retaining the parent's defining structure while adding the child's specific commitments.",
    "reason": "Population Coding supplies the genus: Information about a quantity is carried by the joint pattern across many individually noisy elements and read out by a decoder, yielding precision and robustness no single element provides. Wisdom of the Crowds preserves that general structure while adding its differentia: Many independent noisy signals combine into an estimate better than any individual (information aggregation). The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ],
  "design_prototyping": [
   {
    "child": "wizard_of_oz_prototyping",
    "parent": "design_prototyping",
    "type": "subsumption",
    "flavor": "",
    "qualifier": "typical",
    "reason_short": "Ordinary design_prototyping builds a REAL but partial interior; wizard_of_oz specifically FAKES the interior with a concealed substitute and aims validation at experience not buildability.",
    "reason": "Ordinary design_prototyping builds a REAL but partial interior; wizard_of_oz specifically FAKES the interior with a concealed substitute and aims validation at experience not buildability. A specialized species (concealment and interior-absence) of design_prototyping. Design Prototyping supplies the genus: Early models for testing. Wizard Of Oz Prototyping preserves that general structure while adding its differentia: Validate a planned system cheaply by making its surface convincingly present while a hidden operator supplies the not-yet-built interior. The parent can occur without those added commitments, whereas removing the parent structure leaves no basis for classifying the child as this subtype. That asymmetry establishes subsumption rather than mere association. The typical qualifier limits the claim to the characteristic route, not a constitutive requirement of every instance; exceptions must retain the child's identity through another mechanism."
   }
  ]
 }
}
