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- Replace ILIKE search with PostgreSQL tsvector/GIN full-text search for KG entities (migration 000031) - Add entity deduplication system with dual-threshold strategy: auto-merge at 0.98+ similarity with Jaro-Winkler name match, flag 0.90-0.98 as candidates for manual review - Add ScanDuplicates for bulk on-demand duplicate detection - Add MergeEntities with advisory lock and tenant-scoped relation re-pointing (delete-then-update to avoid ON CONFLICT on UPDATE) - Wire dedup inline after KG extraction pipeline - Fix BackfillKGEmbeddings: was failing silently due to context.Background() missing tenant_id; now runs cross-tenant - Fix BackfillKGEmbeddings: break on error → continue with failed ID tracking and max consecutive error cap - Add EmbedEntity helper; UpsertEntity now generates embeddings in background goroutine - Add HTTP endpoints: POST /kg/dedup/scan, GET /kg/dedup, POST /kg/merge, POST /kg/dedup/dismiss - Add web UI: Dedup dialog with Scan All button, side-by-side entity comparison, merge/dismiss actions - Add Jaro-Winkler similarity algorithm with 34 unit tests - Update IngestExtraction to return upserted entity IDs - Bump RequiredSchemaVersion to 31