The bodies of an adult, a teenager and a child were found in a Mount Vernon home.
The fire broke out just after midnight.
Firefighters reported that flames were coming from the roof by the time they arrived at the two-story house in the Ohio River city about 20 miles west of Evansville.
Two other people in the house were taken to a nearby hospital.