If QR714 on 2 July, all signals are that the flight is very full.
With a full business class cabin, aircraft equilibrium requires that Y pax sit at the back of the plane for takeoff.
That could be one reason for the blocked seat.
But fare bucket availability indicates that it is very full in J and reasonably full in Y.