The children, identified as Dhiraj Sharma (11) and Lavi (12), were playing on the mound of mud which suddenly caved in and they got trapped in it, they said.
By the time villagers initiated rescue work, they had died.
Later, their bodies were taken out from the debris and sent for post-mortem, they said.