"Sarpanch Paramjit Singh of Jhotiwala had indulged in a physical duel with Jalour Singh on Sunday over an issue related to cooperative society elections," they said.
The sarpanch also fired in the air to threaten his opponent.
Acting on a complaint, the sarpanch was booked by police.
"No arrest has been made so far," police said.