The Shanghai Palace is the Chinese restaurant where the abductees eat their meals. it is run by a group of Chinese people who do not seem to have a good grasp of English. It appears to be the only functional building in The Town outside of The Hotel The fortunes were given out here in the pilot.
In the walk-in refrigerator is a secret room, closed off from prying ears and eyes.
There is also an elevator to an underground complex which is staffed by The Program.