Llm, Rag, Knowledge Graphs, Schema, Ontologies.
(and admittedly fun) way to explore your data through LLM-reasoned patterns, it lacks the precise control and domain specificity needed to reliably perform entity and relationship extraction and build graphs in a repeatable way. Entity resolution and coreference resolution also remain difficult,