Preprint
Aug 2026
An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation
A hybrid knowledge graph generation pipeline that grounds a Large Language Model in the Wikidata multilingual Knowledge Graph while employing an agentic reflexion pattern to synthesize emerging concepts and their associated metadata to generate a comprehensive skills knowledge graph.
Emma Jouffroy, Warren Jouanneau, Marc Palyart
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