knowledge graph quality

2 Articles

Knowledge graph quality assessment for decisions

A 2026 guide to assessing whether a knowledge graph can support a named decision, with separate tests for correctness, coverage, freshness, provenance, uncertainty, and a reusable quality card.

September 24, 2026• 24 min read
knowledge graph quality assessmentknowledge graph qualitydata quality

Google Knowledge Vault: What Survived at Web Scale

A 2026 evidence-led analysis of Google Knowledge Vault, its 1.6 billion unique triples, POPACCU+ error audit, provenance assumptions, and a defensible evaluation checklist.

September 23, 2026• 19 min read
probabilistic knowledge basesknowledge graphsknowledge provenance