Transit visa for stateless person going to japan

Hi! I need to know if I have to get a transit visa to go to Japan through Beijing airport (PEK). I am a person with a Lebanese travel document for Palestinian refugees(Stateless). The transit time is less than 5 hours and I intend to stay in the transit area.