In another league encounter, Railways drew with Mizoram 1-1.
After a goalless first half, Maharashtra wrested initiative and their substitute Shrikant Veramullu connected a right wing pass to put his team lead 1-0 in the 61st minute, at South East Central Railway ground.
But their joy was short-lived as a defender handled the ball inside the box and the referee blew for penalty kick in the 64th minute. Syed Shoaib made no mistake in making it 1-1.
At the fag end of the game, a J & K defender handled the ball and off the resultant penalty kick Raynier Fernandes increased the tally to 3-1 to seal J & K's fate.
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In the other league match, Railways took lead in 58th minute through Jagtaar Singh (1-0).
Mizoram's Malsawmfela restored the parity through a penalty kick in the dying minute (1-1).
In tomorrow' fixtures, Tamil Nadu will take on Assam and West Bengal on Goa.