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I'm sure they get their data from wikipedia, here's a start http://en.wikipedia.org/wiki/DBpedia

it actually comes internally from their knowledge graph: Freebase

why not just download the rdf triples then?

even with that I would not be able to recreate googles related algorithm myself. so that wouldn't get me anywhere.