The Chess Palace is a Base introduced in the 16.6.0 update.
It appears to be a large, white, royal castle that is based on Chess. The castle, which has a balcony and a roof, is protected by a large wall with 4 columns. Moreover, there are red red doors along with a main red gate.
It is used to tremendously increase a chance to ignore damage.