Despite the semantic, orthographic, and syntactic components of the algorithm, there are still valid PPMVs, (X<Y), that may seem unrelated due to corpus choice or weak distributional properties.
x and Y may appear as members of other valid PPMVs such as (x<Z) and (Z<Y) containing variants (Z, in this case) which are either semantically or syntactically related to both of the other words.