Officers responded just after 7:30 p.m. Monday to the 2300 block of Sunnybrook Road.
One person died at the scene. Another person sustained serious injuries and was taken to a hospital. The third person involved was taken to a hospital with what appeared to be non-life-threatening injuries.
Sunnybrook Road was closed from Rock Quarry Road to Sunbright Lane.
No other details were immediately released.