Knowledge as relationships

A graph makes entities, claims, evidence and decisions navigable as a connected system rather than isolated records.

Why a graph

Specialized intelligence depends on relationships: an artist participates in an exhibition; an institution publishes a date; a source supports a claim; a human validates a decision. A graph represents these connections directly and preserves their provenance.

Validated KnowledgeEntityEvidenceSourceDecision

An active memory

The graph becomes active when agents use it to resolve identity, retrieve context, detect contradictions and identify missing evidence. It is not only a storage format; it is a reasoning surface.

Every edge should answer three questions: who asserted it, what supports it, and what is its current validation state?