What question did this study set out to answer?

The aim is to provide a comprehensive annotation layer for the Industry 5.0 ontology, enhancing its usability and relevance.

April 10, 2026Open Access

Appendix I: Annotation layer for ontology terms

Key Points

The aim is to provide a comprehensive annotation layer for the Industry 5.0 ontology, enhancing its usability and relevance.
Developed an annotation layer for the ontology containing natural language comments and formal definitions.
Included synonyms, sources, and examples for ontology classes and properties.
Compiled the resources into three separate files for clarity and accessibility.
Created a structured annotation layer that improves understanding of Industry 5.0 terms.
Produced three files: the complete appendix, the prompt used in the study, and the model response for reference.

Abstract

This repository contains Appendix I 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 I presents the annotation layer for the Industry 5.0 ontology, including natural language comments, formal definitions, synonyms, sources, and examples added to ontology classes and properties. The repository includes three files: one document containing the complete Appendix I, 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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Jožef Stefan Institute

Jožef Stefan International Postgraduate School

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Appendix I: Annotation layer for ontology terms

Key Points

Abstract

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Discussion

Authors

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References and Citations

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