Manisha (12) and Roshan (10) were sleeping inside the house last night and their parents had gone to a farm when the incident took place in Bhanja ki Dhani in Niwai area, police said.
Prima facie it appears the house caught fire from a lamp, they said.
Three other huts were also gutted in the fire.