Comment by fph

The classical definition of diameter of a set is "the largest possible distance between two points". So in this sense your square Ohio has a diameter of 502 km.

(It is still misleading to compare it to the diameter of an almost-spherical object, I agree. Especially because moving on the surface of a sphere it takes much longer than 502 km to walk from one point to the antipodal one.)