The needle reaches 1/3 position after 10 minutes run and remain at 1/3 position even I drive more than 20km.
The radiator fan is on, when the needle at 1/4 position and remains on beyond that point.
Radiator cap is a new one and the radiator fan thermo switch is almost new (Nissan, japan)
Water pump cleaned recently and verified no leak from water pump.
No change in Radiator water level and reservoir water level when I drive non-stop for more than 1 hour.
What I can understand from your comments is that there is nothing wrong with the cooling system now but something wrong with the temperature gauge.
I can easily replace the sensor (small cylindrical part) attached to the wire of the gauge but I'm not sure the gauge on the dash board is available.