Police is investigating whether the Sadhu, around 40 years of age, had committed suicide or hit by a train accidentally, the official said.
He said the decapitated body of the deceased was recovered yesterday from the track adjacent to the platform, shortly after a Jammu bound train left the Katra station.
Inquest proceedings have been initiated in connection with the case, the official said, adding police is trying to establish the identity of the deceased.