Motivated by previous work Culotta et al., 2007;, we create cluster-level features from mention-pair features using four predicates: NONE, MOST-FALSE, MOST-TRUE, and ALL.
for each feature X shown in the last two blocks in Table 1, we first convert X into an equivalent set of binary-valued features if it is multi-valued.