Navigate Knowledge
Building Knowledge Graphs where every entity is a handle back to the evidence that created it.
THE APPROACH
Entities as handles. Not facts.
Most knowledge graphs collapse uncertainty into confidence. Knowledge Maps keep the thread back to evidence - so AI reasons from source, not schema.
- Evidence-first. Every node links to the exact span in the source document.
- Just-In-Time Resolution. Entity resolution is deferred to query time. Ambiguity is represented,
not erased.
- SQL is ETL. Extraction and graph construction run inside BigQuery — no pipeline rebuilds, no
data movement.
WORKSHOP AGENDA
Built on GraphXR
