WordNet, although arguably the best choice for our purpose, is not entirely reliable as a gold standard resource, with occasional inconsistencies and debatable precision regarding the way lexical relations have been encoded: for example, silly is a hyponym of child according to WordNet.
all sampled pairs were manually checked by the authors plus two native English speakers in several iterations.