The woman identified as Lila Devi burnt her daughters Prashi (5) and Khushbu (3) yesterday, before setting herself on fire, they said.
While Lila died on the spot, the daughters were rushed to the hospital, where Prashi was declared brought dead and Khushbu died during treatment.
The motive behind the incident is not yet known, police added.