Dr E. Sivanagi Reddy, a Buddhist archaeologist and CEO of The Cultural Centre of Vijayawada and Amaravati, said the site was found near a dilapidated Venkateswara temple.
The site had six limestone pillars with half lotus medallions and depicted animals and patterns.