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LLM knowledge graphs are used to mitigate the occurrence of hallucination by grounding model responses in verifiable data, as described in [1].

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LLM Knowledge Graph: Merging AI with Structured Data - PuppyGraph puppygraph.com PuppyGraph 1 fact
claimLLM knowledge graphs mitigate hallucinations by grounding responses in a verifiable knowledge graph, which enhances the trustworthiness of the output.