“How ‘knowledge graphs’ became a thing in CS,” more like.
Needless to say, perhaps, but that usage of ‘knowledge’ is domain-specific, not something a non-CS person would recognize as or admit to be ‘knowledge.’
Semiotic graph may be a better term?
Closer to what they’re getting at, sure, although I get it: every field is entitled to its own quirky use of vocabulary.