The legend of the temple says that King Sai Nam Phung of Ayutthaya built this temple in memorial of his deceased wife, Queen Soi Dok Mak, who passed away in a boat in front of the site of Wat Phanan Choeng. He then established a temple on the spot and named it Wat Phra Chao Phra nang Choeng.