It was built during the reign of King Ly Thai To (1010-1028). The temple was dedicated to Huyen Thien Tran Vo or the God who guarded and administered the north of the country. That is why it is also known as the Tran Vo Temple or the Temple of Quan Thanh Tran Vo.

The existing constructions originate from the last renovations that were made in the 19th century; these renovations included the triple gate, the yard, the front and central worshipping chambers, and the shrine. A bronze statue, nearly 4m in height and 4 tons in weight, was cast in 1677 and dedicated to the Saint Huyen Thien Tran Vo.