Unlike other methods for representing the "aboutness" of a text, such as topic models, entity type statistics are grounded in the KB, thus offering a simple method of measuring the relatedness between entities in terms of their types via the similarity of their type distributions.
we model entity type coherence between a given candidate entity e and all other linked entities in document D as the cosine similarity of the respective type distributions.