The crash occurred shortly before noon near Temecula Parkway, the California Highway Patrol said.
Authorities said a total of six vehicles, including a big rig, were involved in the crash. The big rig went over the side of the roadway and into the creek as a result of the wreck.
Four injuries were reported. The victims' conditions were not known.
Lanes began reopening around 2:30 p.m.