beat callous Share definition Flag Noun. The stretched and calloused skin between the head of the penis and mid shaft that develops from frequent masturbation. "Dude, my beat callous stings, I should stop beating it." beat callous by The Beater 22222 August 6, 2009 Get the beat callous mug.