Recall that our features φ(s, a) for both pruning and scoring functions are defined over state-action pairs, where each state s consists of a set of clusters and an action a corresponds to merging an unprocessed mention m with a cluster C in state s or create one for itself.
φ(s, a) defines features over cluster-mention pairs (C, m).