New: Entities in the knowledge graph
Collections now extract named entities (people, organizations, products) from ingested content, in addition to claims and predictions. Entities become nodes in the collection’s knowledge graph, connected to every claim or prediction that mentions them — turning previously disconnected facts about the same person, company, or product into a single connected cluster.Entity types
| Type | Description |
|---|---|
PERSON | A specific named individual |
ORGANIZATION | A specific named company, institution, or group |
PRODUCT | A specific named brand or model (generic categories are not extracted) |
Changed endpoints
| Endpoint | Change |
|---|---|
GET /api/v1/collections/{id}/graph | Response nodes may now have "type": "ENTITY" in addition to CLAIM/PREDICTION |
GET /api/v1/collections/{id}/context | Adds matched_entities (entity names/aliases found in the question) and entity_facts (claims/predictions linked to those entities) |
POST /api/v1/collections/{id}/qa-verify | Grounding now combines vector search with entity-graph traversal. If a question and a claim share a named entity but are worded very differently, the claim is now found — improving verification accuracy in that case |