knowledge graph provenance

How to verify a knowledge graph edge against its cited source span: a 2026 acceptance test with seven adversarial cases, four verdicts, support-rate arithmetic with Wilson intervals, and the literature behind each step.

A 2026 guide to knowledge graph truth maintenance: test assertion withdrawal, alternative support, inferred-triple retraction, provenance evidence, and reproducible as-of states with a synthetic acceptance matrix.