Concerning this issue, Zornitsa Kozareva comments that: "When we gave sets of terms to annotators and asked them to produce a taxonomy, people struggled with the domain terminology and produced quite messy organization.
we decided to go with WordNet and use it as a gold truth" (personal communication).