The LKD-KGC framework, introduced by Sun et al. (2025), utilizes adaptive, embedding-based schema integration to automatically extract and merge equivalent entity types via vector clustering and LLM-based deduplication, allowing schema alignment to emerge dynamically from data.

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)

• entity types concept