One of the shortest punch-lines must be in the vocal banter of "Tha Arkansas Traveller":

Say old man, have you lived here all your life ? - Not Yet !

A Mr Thorpe, who was somewhat of a wit, requested that on his gravestone were incribed the words:

Thorpe's Corpse