Police said the dead included the driver and two passengers, one of them a woman.
A family was returning in the vehicle to North 24 Parganas district from Muzaffarpur in Bihar where they had gone to attend a funeral, the police said.
The security personnel rushed to the spot and rushed the three to the hospital. Two of them were later admitted to a hospital in Kolkata.