The deceased was identified as Khajan Singh of Khakrala village in Punjab, they said.
The family members of the deceased identified the body.
They told the police that Khajan had gone to offer his service in a Gurdwara a few days back.
According to family members, while taking bath in a river, he slipped into the deep waters and could not be rescued.