However, our analysis reveals that we do not find such high entropy among the relatives of a polysemous noun that the semantic clustering effect (which is necessary for the success of the disambiguation algorithms described above in Section 3.3) is diminished.
to construct our network, we apply the disambiguation algorithms described above, with the following modification: when confronted with a pair of semantically related polysemous nouns, we apply the disambiguation mechanism described above in both directions, and then fuse the results together.