Well done for the engineering feat here. Parsing Wikipedia at scale isn't easy.
Very surprised that they don't mention DBpedia though (http://wiki.dbpedia.org/) or discuss how they navigate through some big NLP challenges with Wikipedia, namely that many edits are made by bots.