It happened Thursday night on I-65 near Roselawn. Traffic had slowed for construction when a semi rear-ended a Jeep, pushing it into another truck.
Police say the Jeep was burned beyond recognition.
Lindsey Williams, 27, and her two daughters were among those killed.
The semi-truck driver has been ticketed for speeding at least five times since 2006.
