The ultimate goal is to use the mincut finder to partition a given set of mentions into two subsets, so that our coreference system will attempt to resolve only those mentions that are in the subset corresponding to ANAPHORIC.
the resulting anaphoricity information will be used to identify and filter non-anaphoric mentions prior to coreference resolution.