Synonyms and hypo/hypernyms have significant denotational overlap, and they move closer to each other after mapping.
synonyms significantly gain in similarity between BS and DS (p<0.01), whereas hyponym-hypernym pairs, while not differing significantly in average similarity across the spaces, change from being weakly significantly lower in cosine than all other pairs in DS (p < 0.05) to being indistinguishable from the other pairs in BS.