From Narrative to Knowledge Graph | LLM-Driven Information Extraction in Cyber Threat Intelligence

Large language models can transform unstructured cyber threat intelligence reports into structured, context-rich knowledge graphs at speeds vastly exceeding manual analysis, but achieving reliable extraction requires careful data modeling, prompt design, and ongoing evaluation to address ambiguity and variability in CTI narratives.