Some labourers spotted the bodies in the farming field of the village this morning, according to police.
The deceased were identified as Raqeeb Ansari, Mintu and Babu Lal Yadav, all residents of Jharkhand, police said.
Top police officials, including DIG K Satyanarayan, rushed to the spot.
Police officials said that the recovery of three bodies was not linked to communal violence.
The bodies have been sent for post mortem and the matter is being probed, they said.
