LLM Knowledge Graph

What is an LLM Knowledge Graph?

An LLM knowledge graph is a structured network of entities and relationships that applications combine with language models to improve factual accuracy, multi-hop reasoning, and explainability.

Graph-augmented RAG still hallucinates when retrieval fails. Evaluate answer faithfulness against graph evidence.

Related Giskard articles

• Practical guide to LLM hallucinations
• Giskard OSS v3

Evaluate graph-grounded answers

Check that agent answers stay faithful to retrieved graph triples with Giskard groundedness metrics. Learn more.

Further reading

Authoritative reference: W3C RDF Primer.