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arXiv (Cornell University)
KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs
November 2025 • Hofer, Marvin, Rahm Erhard
Building high-quality knowledge graphs (KGs) from diverse sources requires combining methods for information extraction, data transformation, ontology mapping, entity matching, and data fusion. Numerous methods and tools exist for each of these tasks, but support for combining them into reproducible and effective end-to-end pipelines is still lacking. We present a new framework, KGpipe for defining and executing integration pipelines that can combine existing tools or LLM (Large Language Model) functionality. To e…
Computer Science
Pipeline
Ontology
Benchmark (Surveying)
Data Mining
Database
Knowledge Graph
Data Science
Software Engineering