I don't have the math chops to prove it, but there is an intuitive answer:
The farthest any two points can be is on a line passing through the center of the sphere. There are three such point-pairs for the x,y, and z axes. Given at least 5 points, four must lie on the same plane. That plane defines the border between hemispheres. Voila.