In a finer-grained grammatical model, number/gender agreement would be enforced between such a pronoun and the NP in the posterior, so that the probability mass for these parses would be concentrated on cases where the pronoun is it.
scaling the model up for use with treebank-size grammars is another area for technical improvement.