AnalysisJuly 23, 2026
Daniel Chalef discusses provenance for LLM-built knowledge graphs

Daniel Chalef from Zep AI presents on the challenge of tracing provenance in knowledge graphs built by LLMs, using the example of a patient drug allergy synthesized from multiple sources without attribution. The talk highlights the need for citation mechanisms in LLM-generated knowledge graphs.
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