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).
the problem resides in the fact that places and demonyms have a high relatedness with common nouns.