(2012) also reduced the number of similarity computations by using entity types obtained from existing knowledge bases such as Yago (Suchanek et al., 2007) and Freebase (Bollacker et al., 2008).
it is not so straightforward to determine the semantic type of an entity in advance because the semantic type may depends on the context.