Police, who suspect it to be a case of suicide, said the woman and the girls could not be identified so far.
Locals spotted the bodies on the track and alerted them around 7 AM, they said, adding information regarding the train and the time of the incident, could not be known immediately.
Investigation is on, police said.
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