An unidentified man was found dead with a gunshot wound to the chest in a vacant lot on the 2400 block of Montegut Street in New Orleans on Friday around noon.

Officers responding to a call found the man clad in only his underwear and a shirt in the lot, according to Officer Frank Robertson, a spokesman for the New Orleans Police Department. He was pronounced dead on the scene.

Officials are not releasing the man’s name until his relatives are notified.