The property holds true for any line of latitude that is exactly one mile north of another line of latitude whose circumference is divisible by one mile.
A hunter could then walk a mile south, make n complete cycles around the south pole and return to her origin.
Thanks to Jeff Y. for spotting this one first.
Also it works for the north pole.
Also the bear is red. It just got shot.