Primary investigation revealed the fire was caused due to short circuit.
"The incident took place around 3.30 pm at Anandgargh Naka, in which a woman and her two children died. The blaze was apparently triggered by a short circuit," senior police inspector Rajendra Kulkarni said.
Further details in the incident are awaited.