> could theoretically just be queried from some sort of knowledge base

Google bought Freebase in 2010 [0] and scaled it [1].

[0] https://en.m.wikipedia.org/wiki/Freebase_(database)

[1] https://en.m.wikipedia.org/wiki/Google_Knowledge_Graph