Google has an explicit knowledge graph. I saw it at a meetup in LA once, for a minute; then the guy showing us felt guilty and put it away. It looked like RDF, with a tree of predicates. Each predicate was written in the form "wordOrPhrase/wordOrPhrase/wordOrPhrase/...".