Source : Webster's Revised Unabridged Dictionary (1913)

Abstractness \Ab"stract`ness\, n.
   The quality of being abstract. ``The abstractness of the
   ideas.'' --Locke.

Source : WordNet®

abstractness
     n : the quality of being considered apart from a specific
         instance or object [ant: {concreteness}]