The violence erupted in Mangraich village yesterday when a group of people tried to take control of a pond for fishing purposes, they said.
Sticks and sharp-edged weapons were freely used in the clash in which 25 people, eight of them women, were injured, police said.
An FIR had been registered in this connection, they said.