Sean Martin has been developing knowledge graphs for several decades, and developed this technology to make data easier to organize, query, and use than more traditional approaches.
Using ontologies to classify data and metadata is quite different from the associative approach used by LLMs, but the two can come together in powerful ways which leverage the strength of both systems. You can learn more about using RAGs to integrate knowledge graphs and LLMs here.
