The incident took place last night when Neelam, a widow, was alone at her house in Labhari, they said, adding that she died on the spot.
The police said that the woman's father has lodged a complaint and a search has been launched to arrest the accused, Jitendra.
He has been booked under relevant sections of the Indian Penal Code, they said.