We design entity-based features so that the subsequent sieves "see" the decisions of the previous sieves and use entity-based features based on the intermediate clustering.
unlike (Raghunathan et al., 2010), we allow the subsequent sieves to change the decisions made by the lower sieves (since additional information becomes available).