This suggests that in many cases the distinctions drawn by WordNet are too subtle even for humans to reproduce.
the collection of pseudodocuments used as input to C-LDA is structured in a controled way such that each document conveys semantic information that specifically characterizes the individual categories of interest (attributes, in our case).