Four of the dead were travelling by the car and the fifth was riding the motorcycle, they said.
One of the men in the car sustained serious injures, while another riding pillion on the motorbike was wounded.
According to the police, the bus carrying a marriage party collided head on with the car, and the motorcycle was caught between the two vehicles during the collision.
The driver and the people travelling in the bus fled from the spot after the accident, leaving the vehicle behind.
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