Why does the minimum potential energy occur specifically on a face, and not on an edge? Since Ment is absent, I'll ask this question for him.
Added 2 minutes later
Perhaps I'll answer it myself.
Because the perpendicular from the center of gravity to the edge is longer than the perpendicular from the center of gravity to the face (the hypotenuse is longer than the leg).