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Author

A. Talukder

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Preprint Aug 2026

GrOIL: Graph-Grounded Domain Ontology Induction with Constrained LLM Mediation

A seven-stage graph-grounded pipeline that converts domain documents into a complete, auditable Web Ontology Language (OWL) Terminological Box (TBox) without any unconstrained generation step is presented, demonstrating that the pipeline produces stable, reusable domain representations from large document corpora.

Maruf Ahmed Mridul, A. Talukder, O. Seneviratne · 0 citations

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