The sentence that best summarizes the Allies' reason for using the atomic bomb on Japan, based on the excerpt, is:
B. Japan was prolonging a terrible and bloody war that had an inevitable outcome.
This choice encapsulates the idea that the continued conflict was seen as unnecessary and detrimental, leading to the use of the atomic bomb as a method to force an end to the war.