This seems to relate to my quest as a metamage "to identify and assemble the Epistemological Primes into the Knowledgecore and use it to defeat the Omnarch". I'm taking a somewhat opposite approach to a PhD, embracing what I've seen someone else refer to as "high-leverage generalism" but at the metaphorical doctorate level.

All this stuff about tokens and vectors is quite different from my approach. I'm always interested to see how other metamages approach this issue.

I think a hypergraph structure is the only thing capable of properly representing knowledge. Knowledge is not just a bunch of nodes with 1:1 connections; there's complex structure in the nodes.