We use RE-VERB (Fader et al., 2011) to extract the triples (predicate + 2 Arguments).
at last, we use the Markov Logic Network(MLN) (Richardson and Domingos, 2006) to infer the correctness of the predicates in H. The MLN is constructed using the inference rules ("soft" rules) generated by aMIE system (Galárraga et al., 2013) on YaGO.