I think the main bit here is that the knowledge graph is entirely constructed by LLMs. It's not just using a pre-existing knowledge graph. It's creating a knowledge graph on the fly based on your data.
Navigating the graph, on the other hand, is the perfect task for PageRank.
Navigating the graph, on the other hand, is the perfect task for PageRank.