The accused, Afzal Ansari, had recently got married to the woman of the same village, Deputy Superintendent of Police Hiralal Ravi said.
According to an FIR registered on the basis of the statement given by the victim, Ansari reached home along with his two friends - Bablu Singh and Afzal Mian - on Wednesday night.
He then raped his wife and allowed his friends to commit the heinous crime in turn, police said, adding that the accused also recorded the act and threatened the woman with dire consequences.
The DSP said he has directed to register a case against the accused, who were reported at large.