Natural language surface forms are often used in RE in a weak-supervision setting (Mintz et al., 2009;Hoffmann et al., 2011;Riedel et al., 2013).
if entity1 and entity2 are known to be related by relation, it is assumed that every sentence observed which mentions both entity1 and entity2 is assumed to be a realization of relation: i.e.