The accident took place near Zed village last night, killing three persons including two women on the spot, SSP Joginder Kumar said.
Efforts were on to ascertain the identity of the deceased who are all in the age group of 25 to 40 years, the SSP said.
Heavy fog last night had hit visibility and appears to be the cause of accident, police said.