Comment by flo_hu

Good point! I would see this rather as yet another argument for why you should simply give the actual output of the NLP algorithm.

So if people actually do the calculation King-Man+Woman and it comes closest to King, than they should report "King-Man+Woman~=King" and not "King-Man+Woman=Queen" (only because that's what they expected).