I have read the question about which layout is used in Samsung galaxy note III.
samsung note 2 and note 3 screen bucket
However, they did not give the reason why the samsung note 3 used normal layout instead of large layout.
I also tried to add the custom device in android studio layout preview, it also showed the large layout would be applied for. I cannot find the reason why it is such strange behaviour.