Stable 1-to-1 matching is the dominant factor for high-precision ontology alignment on OAEI tracks, and structured MCP tool access outperforms both raw OWL reading and no-file baselines for LLMs.
In: ESWC 2024 (2024)
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Open Ontologies: Tool-Augmented Ontology Engineering with Stable Matching Alignment
Stable 1-to-1 matching is the dominant factor for high-precision ontology alignment on OAEI tracks, and structured MCP tool access outperforms both raw OWL reading and no-file baselines for LLMs.