Navigate Knowledge
Building Knowledge Graphs where every entity is a handle back to the evidence that created it.
WORKSHOP AGENDA
Building Knowledge Maps: Evidence-First Knowledge Graphs for Unstructured Data
May 5, 2026
3:30 – 5:00 PM
Hands-on Workshop (90 Min)
JIT-Resolution: From Symbolic Graphs to Contextual Intelligence for Trustworthy AI Reasoning
May 7, 2026
11:05 – 11:30 AM
Conference Talk - Technology (25 min)
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.
Built on GraphXR
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