As previously discussed in (Hovy et al., 2009), it is extremely difficult even for expert to manually construct and evaluate the correctness of the harvested taxonomies.
we decided to evaluate the performance of our taxonomization approach reconstructing WordNet Animals, Plants and Vehicles taxonomies.