American military leaders, including General Douglas MacArthur, were caught off guard by the entrance of the People’s Republic of China, led by Mao Zedong, into the five-month-old Korean War.

The incident, in which a pair of South Korean KF-16 fighter planes dropped eight 500-pound bombs on a town near their intended mock target last week, injuring 15 people, sparked demands for completely ...