Llm, Knowledge Graph, Inference, Llmops, AI.
knowledge graph with facts from the extracted data, handling conflicts and maintaining provenance information. Graph Refinement: Refine the knowledge graph through iterative processes like constraint enforcement, inference, and human-in-the-loop validation. The quality of the resulting knowledge