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System Relationship Ontology

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

flow "SystemRelationshipOntology" v1.0 {
  ontology:
    id: "system-relationship-ontology"
    parent: "system-relationships"
    purpose: "Represent evidence-backed relationships among systems, components, interfaces, functions, resources and operational contexts."

  types:
    System: {id: string, name: string, boundary: string?, version: string?, lifecycle_state: string?}
    Component: {id: string, kind: string, system_id: string?, version: string?}
    Interface: {id: string, protocol: string?, direction: enum[input, output, bidirectional], specification: string?}
    Function: {id: string, description: string, preconditions: string[], postconditions: string[]}
    Resource: {id: string, kind: string, capacity: number?, unit: string?}
    Context: {id: string, environment: string?, valid_from: datetime?, valid_to: datetime?}
    Evidence: {id: string, source: string, timestamp: datetime?, method: string?, provenance: string}
    Relationship: {id: string, subject: string, predicate: string, object: string, context_id: string?, confidence: number, evidence_ids: string[]}

  predicates:
    contains(system: System, component: Component)
    part_of(component: Component, system: System)
    connects_to(a: Component, b: Component, interface: Interface)
    depends_on(a: Component, b: Component)
    provides(component: Component, function: Function)
    consumes(component: Component, resource: Resource)
    interacts_with(a: System, b: System)
    constrained_by(system: System, requirement: string)
    operates_in(system: System, context: Context)
    verified_by(relationship: Relationship, evidence: Evidence)

  constraints:
    - "All relationship endpoints must resolve to typed entities."
    - "Confidence values must be within [0, 1]."
    - "Containment and part_of are inverse only for the same scope and time."
    - "A system boundary and component membership must be versioned where they can change."
    - "Do not infer direct dependency merely from shared system membership."
    - "Do not infer interface compatibility from connectivity alone."
    - "Dependencies are not automatically symmetric; cycles require explicit analysis."
    - "Distinguish structural containment, functional dependence, control and ownership."
    - "Evidence-backed claims must retain provenance and temporal context."

  inference:
    rule inverse_membership:
      if contains(s,c)
      then part_of(c,s)
      confidence: "retain source evidence and context"
    rule nested_membership:
      if contains(s1,s2) and contains(s2,c) and compatible_boundaries(s1,s2,c)
      then indirectly_contains(s1,c)
      confidence: "preserve both membership assertions"
    rule dependency_path:
      if depends_on(a,b) and depends_on(b,c) and compatible_context(a,b,c)
      then indirectly_depends_on(a,c)
      confidence: "derived dependency; do not assert direct dependence"
    rule evidence_trace:
      if verified_by(r,e) and valid(e)
      then evidence_for(r,e)
      confidence: "evidence quality dependent"

  SEMANTIC_EQUIVALENCE:
    - "Align component, subsystem and system terminology using scoped definitions."
    - "Distinguish exact identity from similar function, shared role or compatible interface."
    - "Preserve model version, system boundary and operational context during mapping."

  CONFIDENCE:
    range: [0,1]
    factors: [source_reliability, verification_quality, temporal_validity, interface_compatibility, model_assumptions, independent_replication]
    policy: "Never increase confidence solely through multi-hop inference."

  VALIDATION:
    - "Check endpoint types, entity identifiers and referenced evidence."
    - "Check interface specifications, resource units and lifecycle compatibility."
    - "Flag containment cycles unless explicitly supported by the system model."
    - "Detect inconsistent boundaries, incompatible versions and contradictory dependencies."
    - "Preserve unresolved conflicts instead of silently merging assertions."

  FLOW_HASH:
    algorithm: "SHA-256"
    input: "canonicalised ontology version, typed assertions, inference rules and provenance"
    note: "Compute hash at execution; no hash value is claimed here."

  UPDATE_MODEL:
    strategy: "versioned, provenance-preserving incremental update"
    steps: [ingest, normalise, validate, compare, reconcile, recompute_inferences, publish]
    rollback: true

  AI_CONSUMPTION:
    representation: "typed system knowledge graph with evidence-backed relationships"
    outputs: [system_entities, component_links, interface_relations, dependency_paths, uncertainty_annotations, provenance_records]
    safeguards: [no_unsupported_dependencies, no_unqualified_identity_merges, preserve_context_and_versions, distinguish_direct_and_inferred_edges]
}

END FLOW ALGEBRA
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