compliant-phase

Entity verification uses a brain-first lookup process that checks internal context first, proceeding to external web search only when internal data is insufficient. This minimizes latency and redundant API calls during data enrichment.

Brain-first entity enrichment prioritizes internal context retrieval to resolve technical entities and concepts. It transitions to external web search only when existing knowledge is insufficient, ensuring accurate and verifiable output for research tasks.

Reduce redundant external API calls by enforcing a structured two-phase verification process that leverages internal context first. This brain-first approach prevents unnecessary live web searches when internal knowledge already contains the answer.

Yes, web search and citation service integrations are required. They enable the external enrichment phase to cross-reference data and ensure accurate, verifiable output when internal knowledge is insufficient for the lookup.

Use a two-phase entity lookup for research and data verification tasks where minimizing external API usage is prioritized. It is ideal when you have existing internal context to leverage before performing a live web search.