The mishap occurred when the trio was going from from Peadapeta to Tamarada village, Paderu police station inspector N Sai said.
The diseased have been identified as K Gundanna (50) and K Urmila (40), he said, adding their bodies have been recovered.
Meanwhile, search is on to locate the third person P Kondamma, the officer said.