The aim of automatic coreference resolution is to predict a clustering of mentions such that each cluster contains all mentions that are used to refer to the same entity.
most coreference resolution models reduce the problem to predicting coreference between pairs of mentions, and jointly or cascadingly consolidating these predictions.