minions-consolidate

To consolidate knowledge graph facts and resolve contradictions, run a five-phase workflow that scans freshness, detects conflicts within and across entities, and consolidates episodic entries into stable semantic facts without auto-deleting data.

Yes, you can flag stale facts without auto-deletion during the freshness check phase. The consolidation process identifies outdated information and records state updates and archival traces in _Meta and run logs for accountability.

Episodic-to-semantic consolidation works by converting transient, event-based vault entries into stable semantic facts. This reduces noise in the knowledge graph and improves fact stability by deriving higher-order cross-entity insights.

Yes, vault consolidation requires frontmatter-driven metadata, per-entity facts, and graph-based cross-entity relationships to function. These inputs enable the system to perform freshness checks and cross-entity derivation accurately.

The best way to detect conflicting facts across connected entities is using graph-based cross-entity relationship analysis. The workflow identifies contradictions within individual entities and across connected nodes, then updates the final state stored in _Meta.

Yes, you can apply the knowledge consolidation workflow across all entities or restrict it to a specific domain. This allows targeted freshness checks and contradiction detection within a defined scope of your vault.