Traditionally, most distortion units overdrive and shape the amplitude of a signal in various ways to generate a rougher sound. Phase Distortion instead lets the signal modulate the phase of itself, essentially resulting in something similar to feedback FM.
This way you can add that FM touch to any sound, to get a sweet 80’s vibe or a filthy dubstep bass.