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related 2.00 — strongly supporting 3 facts
Ontologies serve as the semantic foundation for knowledge graph construction, as evidenced by the need to validate data integrity against them [1] and the manual verification processes used in approaches like World KG [2]. Furthermore, recent research explicitly links the two by developing LLM-supported methodologies that address both ontology and knowledge graph construction simultaneously [3].
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Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 2 facts
claimValidating a knowledge graph's data integrity concerning its underlying semantic structure (ontology) is a specific quality aspect of knowledge graph construction.
claimThe World KG approach to knowledge graph construction manually verifies all matches to external ontologies for quality assurance.
Combining Knowledge Graphs and Large Language Models - arXiv arxiv.org 1 fact
referenceVamsi Krishna Kommineni, Birgitta König-Ries, and Sheeba Samuel developed an LLM-supported approach to ontology and knowledge graph construction, as described in their 2024 paper (arXiv:2403.08345).