Knowledge Provenance overview

Knowledge Provenance as a cross-cutting topic — tracking the source, confidence, and staleness of organizational knowledge. Covers attribution chains (who said what, when, in what context), confidence scoring for inferred vs authoritative knowledge, temporal decay models, conflict resolution when sources disagree, and audit trails for knowledge-driven decisions.