If initially web pages and traditional databases were the raw materials respectively for search engine companies and other businesses, now it has been mixed with large sets of miscellaneous, heterogeneous and unstructured data. It implies that tools and techniques have to be designed to disambiguate it before putting it together to master and manage data of organizations. Our work is similar to [9]in the approach.