Knowledge Graph

The knowledge graph agent structures findings into entities and relationships.

The knowledge graph agent converts research outputs into reusable structured knowledge.

What it does

It extracts entities, relations, and claim dependencies from reports, then normalizes them into a graph format that can be reused across topics and sessions.

Output

A graph artifact with:

  • entity index
  • relation list (depends_on, affected_by, supports, contradicts)
  • claim-to-source links

Used by

Primary in /knowledge-graph, and as a support pass for long-running /deepresearch and /iterate workflows.