The cluster centers are located at the means of hypotheses including miscellaneous alternatives not intended, thus the estimated probability distribution is, roughly speaking, offset toward the center of WordNet, which is not what we want.
the proposed method proceeds to Figure 2(c) and finds clusters in the data after conflicting data is erased.