The woman's younger daughter who is five-years-old also came under the train but survived. However, her severely damaged arm had to be amputated, a police official said.
The deceased were identified as Vimla (30) and Poonam. Her younger daughter, Sia, is presently admitted at Deen Dayal Upadhyay Hospital, the official said.
According to the police, the incident was reported around 1 PM at the Nangal Rai Market railway crossing near Delhi Cantonment railway station.
So she decided to board the train from the Nangal Market crossing where it often stopped. On reaching there, they found the train moving slowly and Vimla tried to board it with both children in her arms but her foot slipped.
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The other passengers standing near the entrance door failed to help them. The locals then informed the police.
While Vimla and Poonam died on spot, Sia, was rushed to the hospital by a police team.
Vimla also has a 3-year-old son who was not accompanying his mother and sisters today.