An elderly tribal couple, identified as Sibal Ganjhu (60) and wife Boni Devi (58), were lynched at Hesla village under Chandwa police station limits in Latehar district on the intervening night of Tuesday and Wednesday on the suspicion of "possessing evil powers", police said.