Ontology2Graph

Ontology2Graph allows the generation of synthetic knowledge graphs through the use of large language models (LLM). It provides a complete pipeline, that transforms ontological schemas into semantically consistent knowledge graphs with embedded quality assurance mechanisms. This addresses the challenge of generating synthetic knowledge graphs at large scales by exploiting the reasoning capabilities of large language models while ensuring respect for ontological constraints and semantic consistency.

The programme implements a modular architecture, that supports:

  • The automated generation of synthetic knowledge graphs from ontological specifications
  • The complete analysis of the graph and calculation of key performance indicators
  • Interactive visualization capabilities for structural analysis
  • An algorithm for merging and consolidating graphs
  • Quality control and validation mechanisms

The source code is available on GitHub under the BSD 4-Clause licence.