The pursuit started shortly before 1 a.m. Sunday after officers observed a suspected DUI driver, according to the California Highway Patrol.
The chase ended when the driver in that vehicle collided into two cars that were stopped at a red light near the 110 Freeway and Glenarm Street.
One person died and three others were taken to the hospital with serious and minor injuries.
The identity of the person killed has not been released.