3 km from Rayagada, the river Nagavali flows through a deep cut valley, forming two lovely waterfalls. An ideal picnic spot known for its scenic beauty, the place gets its name from the huge elephant shaped boulders (in Oriya, Hati means elephant and Pathar means boulder) that litter the landscape.