It happened around midnight Wednesday on the 500 block of Bethlehem Pike.
Firefighters had to cut the roof off in order to rescue the occupants after the vehicle landed on its side.
The driver was said to be OK.
Three passengers were being treated at a local hospital.
Bethlehem Pike was closed in the area of Gordon Lane for a time while police investigated.
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