This insight has been reflected by the anonymization process in construction of the dataset, in which coreferent entities (e.g. "Robert Downey Jr." and "Downey") are replaced by randomly permuted abstract entity markers (e.g. "@en-tity0"), in order to prevent additional world knowledge from being attached to the surface form of the entities<cite> (Hermann et al., 2015)</cite> .