We chose not to include pronouns in the BEST-CUT initial graphs, because, since most features are oriented towards Named Entities and common nouns, the learning algorithm (maxent) links pronouns with very high probability to many possible antecedents, of which not all are in the same chain.
in the clusterization phase the pronouns would act as a bridge between different entities that should not be linked.