An LLM pipeline that orders documents by knowledge dependency, builds an entity schema from summaries, and extracts triples beats prior unsupervised KG construction baselines on three domain corpora.
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LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing
An LLM pipeline that orders documents by knowledge dependency, builds an entity schema from summaries, and extracts triples beats prior unsupervised KG construction baselines on three domain corpora.