The GraphRAG (Edge et al., 2024) and OntoRAG (Tiwari et al., 2025) studies established a foundation for data-driven ontology construction by generating instance-level graphs from raw text via open information extraction, followed by abstracting ontological concepts and relations through clustering and generalization.

Authors

• Person: Not available Organization: arXiv
  LLM-empowered knowledge graph construction: A survey - arXiv

Sources

• LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org arXiv via serper

Referenced by nodes (1)

• ontology construction concept