The dataset contains types for DBpedia entities that have been extracted from the corresponding Wikipedia articles using Hearst patterns.
the work presented in this paper uses the whole Web as a corpus, not only Wikipedia, and hence, it is not limited to find hypernymy relations to entities that are represented by a Wikipedia page, but between arbitrary entities.