The research framework aims to enable LLM-based agents to transform natural language questions about Discrete Event Simulation (DES) output into executable queries over a Knowledge Graph, iteratively refine analytical paths based on retrieved evidence, and synthesize information from disparate parts of the Knowledge Graph to diagnose operational issues.

Authors

• Person: Not available Organization: arXiv
  Leveraging Knowledge Graphs and LLM Reasoning to Identify ...

Sources

• Leveraging Knowledge Graphs and LLM Reasoning to Identify ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Knowledge Graph concept
• LLM-based agent concept
• Discrete Event Simulation concept