Tanvirur Rehman (42), his son Atif (20) and daughter Sania (8) were killed on the spot in the mishap that took place when he was going to Lucknow, they said.
Rehman's daughter and wife were seriously injured in the incident and were rushed to the hospital.
The bodies of the victims have been sent for post-mortem.