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Appendix B: Competency questions derived from ontology requirements specification

Year: 2026

Type: article

Abstract: This record contains supplementary material for the competency questions. The domain of this material is Industry 5.0. It documents both the prompt given to a Large Language Model (LLM) and the model-generated response. The prompt focuses on a list of questions that the core module should be able to answer based on the previously generated Ontology Requirements Specification Document (ORSD). It requests a list that is as complete as possible while focusing on the core elements of the Industry 5.0 domain. The response is a table of 62 questions (CQ1-CQ62) grouped into 15 thematic categories such as actors, roles, environmental impacts and resources. The material is provided to support transparency, reproducibility and traceability of the LLM-assisted ontology engineering process.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.18713588

Authors: Mitev, Martin, Panov, Panče

Institutions: Jožef Stefan Institute, Jožef Stefan International Postgraduate School

Language: English

Topic: Semantic Web and Ontologies

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7130737401

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