What if in the Russo-Japanese War, Russia had succeeded in splitting Korea into two spheres of influence between itself and Japan more or less analogous to the historic split following World War Two.
Later on, Japan annexes the south following the death of Ito Hirobumi whereas a rump Korea Empire exists in the north under Russian protection.