An LLM pipeline that generates competency questions from documents, aligns extracted relations to Wikidata properties, and outputs RDF triples grounded in the resulting ontology achieves competitive partial-F1 on Wiki-NRE, SciERC, and WebNLG.
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Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema
An LLM pipeline that generates competency questions from documents, aligns extracted relations to Wikidata properties, and outputs RDF triples grounded in the resulting ontology achieves competitive partial-F1 on Wiki-NRE, SciERC, and WebNLG.