KGI-Bench evaluates data integration pipelines into knowledge graphs using coverage, correctness, and consistency metrics on movie domain datasets with 12 pipelines tested.
arXiv preprint arXiv:2503.21902 (2025)
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Introduces a semantic grounding pipeline for multi-layered digital twins that converts metamodels to RDF graphs and applies the SSM-OM alignment method combining embeddings, lexical similarity, and LLM reasoning.
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Evaluation of Pipelines for Data Integration into Knowledge Graphs
KGI-Bench evaluates data integration pipelines into knowledge graphs using coverage, correctness, and consistency metrics on movie domain datasets with 12 pipelines tested.
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Semantic Grounding of Digital Twin Metamodels Using RDF Graphs
Introduces a semantic grounding pipeline for multi-layered digital twins that converts metamodels to RDF graphs and applies the SSM-OM alignment method combining embeddings, lexical similarity, and LLM reasoning.