It's called the Albion Castle. Located on Innes Avenue, the castle has been home to a brewery and a bottled water company.
The caves were built back in the 1870s. It was designated as an historic landmark in 1974.
Underneath the castle are caves fed by springs, which produce an estimated 10,000 gallons of water a day. The owner is now trying to get a permit to bottle the water.