The incident took place yesterday.
Police are unable to identify the body and are still investigating the matter.
"The body has been kept in the mortuary of the local civil hospital for identification," in charge local GRP post of Phagwara railway station, Gurbhej Singh said.
"The deceased had greying hair and beard," he added.
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