One of Figure 3: Importance of the expert components and their features found by Random Forest (note the small spread in MeanDecreaseAccuracy).
inverse purity improves by 46% relatively, implying that the additional evidence significantly improves the recall of coreferent entities (when there is a lack of context similarity in the traditional method).