In this paper, we proposed methods that develop knowledge graph using ontology matching. Wikipedia, DBpedia, and other Linked Data resources are almost clustered by systematic ontologies, but some resource does not have ontologies it should be linked. "Structuring Wikipedia" project categorizes Wikipedia resources using Extended Named Entity (ENE). Since, DBpedia resources are based on Wikipedia, we use ENE for categorizing DBpedia resources.