A knowledge graph is the smallest unit of information that LLMs use that makes sense for both humans and bots. Like a sentence in natural language, it arranges data in a meaningful way, showing how data bits like words are related to each other. Some blockchain protocols now use knowledge graphs to organize facts and put them on-chain. By connecting these graphs, they create a web of context that makes it simple to find accurate information about anything recorded there.