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freemo 0787f42e2f feat(acms): operationalize UKO runtime with provenance and temporal versioning
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Operationalizes the Universal Knowledge Ontology (UKO) runtime per issue #891, implementing provenance tracking, temporal versioning, ACMS context strategy integration, four-layer ontology population, implicit relationship inference, and graph persistence.

New services:
- UKOQueryInterface: typed interface for ACMS context strategies to query UKO classification data
- UKOInferenceEngine: semantic analysis producing implicit triples with confidence 0.7
- UKOGraphPersistence: serialises/restores UKO graph state via JSON or in-memory backends

Modified: uko_indexer_internals.py index_graph() now runs inference and populates uko:layer triples for all four ontology layers.

47 BDD scenarios covering all acceptance criteria.

Closes #891

Co-authored-by: Jeffrey Phillips Freeman <the@jeffreyfreeman.me>
Co-committed-by: Jeffrey Phillips Freeman <the@jeffreyfreeman.me>
 2026-04-02 17:09:15 +00:00