As described in section 4, we use WordNet to identify the subset of types that can actually produce the given words.
similar to the way Andrzejewski and Zhu (2009) handled a priori knowledge of topics, we will define an indicator variable δ ij that is 1 iff the WordNet information allows word i to be produced from entity set j and 0 otherwise.