The latest U.S. military strike on a boat accused of ferrying drugs in the eastern Pacific Ocean killed three people Sunday, according to a social media post by U.S. Southern Command.

The Pentagon watchdog will evaluate whether the U.S. military followed an established targeting framework when carrying out attacks on dozens of alleged drug-smuggling boats that have killed nearly 20...