The same is likely to be true for other perceptual modalities: in the case of comparisons such as guitar-piano, the auditory modal-  ity is certainly meaningful, whereas in the case of democracy-anarchism it is probably less so.
we had two graduate students annotate the datasets according to whether auditory perception is relevant to the pairwise comparison.