The incident took place in Chhoti Kewai village two days ago with the alleged perpetrators identified as Guddu Yadav,Annu Yadav and Arjun Yadav, they said.
A case has been registered against the three on the complaint of the victim, they said.
The victim was medically examined at a hospital in the state capital and the report awaited, police said.