The Yago project (Suchanek et al., 2007) shares unary properties associating hundreds of thousands of descriptive categories manually created by the Wikipedia community to DBpedia entities (Auer et al., 2007).
a mechanism to recognise paraphrases can make a shortcut between a natural language expression and a set of entities.