We have evaluated the accuracy of our approach using human based evaluation and have compared results against the ReVerb<cite> (Fader et al., 2011)</cite> system and existing knowledge bases like NELL (Carlson et al., 2009) , Yago (Suchanek et al., 2007) and ConceptNet (Liu and Singh, 2004) .