1907: No Triple Entente

In 1902, the Anglo-Japanese Alliance came into effect. British interests in the far east were threatened by Russian intervention. In response, Russia invited Germany to be an ally. In OTL Germany declined, but what if the Kaiser saw the benefits of having a large Great Power on its side?