Hose may be from the carbon canister on the right rear of the engine - over by the oil tank. It hooks into the drivers side of the airbox. There is a port for it.
The connector is for the rear window defroster. The male part I have in my hand is the side that connects to the window near the driver's side engine lid hinge.