*Clusters from open KB DBpedia has been generated by running query on DBpedia SPARQL endpoint: http://dbpedia-live.openlinksw.com/sparql *Sample query to check 100 name pairs : select distinct ?s ?o where {?s dbo:wikiPageRedirects ?o . ?s rdf:type dbo:Company . ?o rdf:type dbo:Company } limit 100 *All variations in DBpedia are directed to 1 single variation which can be used to cluster all the variations of an entity.