What question did this study set out to answer?

This research aims to create an annotation layer to improve understanding and usability of individuals within the Industry 5.0 ontology.

April 10, 2026Open Access

Appendix K: Annotation layer for individuals

Key Points

This research aims to create an annotation layer to improve understanding and usability of individuals within the Industry 5.0 ontology.
Developed an annotation layer that includes natural language comments and additional formal annotations.
Compiled three files: a complete Appendix K, a prompt used in the study, and a model's response.
Focused on enhancing ontological representation in the context of Industry 5.0.
The annotation layer improves clarity and usability of individuals in the ontology.
Includes various supporting details like synonyms, sources, and examples for each generated individual.

Abstract

This repository contains Appendix K of the master’s thesis titled “Use of LLMs for designing and implementing ontologies: a case study on the domain of Industry 5.0”. Appendix K presents the annotation layer for individuals in the Industry 5.0 ontology, including natural language comments and, where meaningful, additional annotations such as formal definitions, synonyms, sources, and examples for the generated individuals. The repository includes three files: one document containing the complete Appendix K, one file containing only the prompt used in the study, and one file containing only the model response.

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Authors

Martin Mitev

Panče Panov

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Institutions

Jožef Stefan Institute

Jožef Stefan International Postgraduate School

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Appendix K: Annotation layer for individuals

Key Points

Abstract

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Authors

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