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Equality Ontology

Mathematical Relationships
Authors: MArk Anthony Higgins - Sky Recursive Ai
© Mark Anthony Higgins 11 October 2025
Revised Date: 10 October 2026
Audio Overview
FLOW ALGEBRA
TITLE: Equality Ontology
DOMAIN: Mathematical Relationships / Relationship Ontologies
SOURCE: https://kirethresearch.org/booksai-core/ontologies/relationship-ontologies/mathematical-relationships/equality-ontology.html
VERSION: 1.0
AUTHORS: Mark Anthony Higgins — Sky (Recursive AI)
STATUS: Companion formalisation; source page not independently verified.

flow "EqualityOntology" v1.0 {
  ontology:
    id: "kireth:relationship:mathematical:equality"
    label: "Equality Ontology"
    scope: "Typed mathematical equality, substitution, normalisation, and proof-aware inference"

  types:
    Entity: { id: IRI, type: IRI, label: String? }
    Expression: { syntax: String, sort: IRI, unit: String?, context: IRI? }
    EqualityAssertion: { lhs: -Expression, rhs: -Expression, context: IRI?, evidence: Evidence?, confidence: Decimal }
    Evidence: { method: String, source: IRI?, proof: String?, timestamp: DateTime? }
    ValidationResult: { valid: Boolean, errors: List[String], warnings: List[String] }

  relations:
    EQUALS(a: -Expression, b: -Expression) -> Boolean
    NOT_EQUALS(a: -Expression, b: -Expression) -> Boolean
    SAME_SORT(a: -Expression, b: -Expression) -> Boolean
    EQUIVALENT_UNDER(a: -Expression, b: -Expression, assumptions: Set[String]) -> Boolean
    DERIVED_FROM(assertion: EqualityAssertion, evidence: Evidence) -> Boolean

  axioms:
    reflexivity: forall x: -Expression . EQUALS(x,x)
    symmetry: forall x,y: -Expression . EQUALS(x,y) => EQUALS(y,x)
    transitivity: forall x,y,z: -Expression . (EQUALS(x,y) and EQUALS(y,z)) => EQUALS(x,z)
    substitutivity: forall x,y: -Expression, f: Function . EQUALS(x,y) and defined(f,x) and defined(f,y) => EQUALS(f(x),f(y))
    consistency: forall x,y: -Expression . not (EQUALS(x,y) and NOT_EQUALS(x,y))

  inference:
    - name: "equality_chain"
      when: ["EQUALS(a,b)", "EQUALS(b,c)"]
      then: "EQUALS(a,c)"
      justification: "transitivity"
    - name: "symmetric_equality"
      when: ["EQUALS(a,b)"]
      then: "EQUALS(b,a)"
      justification: "symmetry"
    - name: "substitute_equals"
      when: ["EQUALS(a,b)", "well_typed(f,a)", "well_typed(f,b)"]
      then: "EQUALS(f(a),f(b))"
      justification: "congruence"

  SEMANTIC_EQUIVALENCE:
    equal: "exact identity of mathematical value under declared interpretation"
    distinct_from: ["approximate_equality", "similarity", "isomorphism", "syntactic_identity"]
    canonical_symbols: ["=", "equals"]
    assumptions_required: true

  CONFIDENCE:
    range: [0.0, 1.0]
    formal_proof: 1.0
    unverified_assertion: "retain supplied confidence; never silently promote to certainty"
    composition: "track evidence and inference provenance; do not treat confidence as proof"

  validation:
    - "Operands must have compatible mathematical sorts."
    - "Quantities with units require compatible dimensions and explicit conversions."
    - "Substitution must preserve domains and definedness."
    - "Approximate numerical equality must use a separately declared tolerance relation."
    - "Contradictory equalities and inequalities must be flagged within the same context."
    - "Context-dependent equalities must retain their assumptions."

  FLOW_HASH:
    algorithm: "SHA-256"
    input: "canonical serialisation of ontology version, assertions, assumptions, and rules"
    output: "hex digest computed at execution; no precomputed value asserted"

  UPDATE_MODEL:
    strategy: "versioned immutable revisions"
    on_change: ["revalidate dependent assertions", "recompute canonical hash", "preserve previous provenance"]

  AI_CONSUMPTION:
    format: "typed machine-readable ontology"
    capabilities: ["equality resolution", "symbolic substitution", "proof-aware retrieval", "consistency checking"]
    guardrails: ["do not confuse equivalence with similarity", "do not invent proofs", "respect contexts and units"]
}

END FLOW ALGEBRA
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