The police nabbed Yogendra from his hideout in Gurgaon, while Amit was arrested a few hours later from the city, Gurgaon Police Commissioner Sandeep Khirwar said, adding their accomplice, Jaikesh, is still on the run.
Admitting lapses on the part of the police in acting promptly on the victim's complaint, Khirwar said that one woman sub-inspector had been suspended.
All the three accused had come to Gurgaon from Bulandshahr in western Uttar Pradesh recently, the police commissioner said.
"My child died but I never got to know," she told reporters outside the police station in a chilling matter-of- fact tone.
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She was on her way to her parental house at Khandsa village when she was first given a lift in a truck. The truck driver also molested her but dropped her off on the busy NH 8 as she put up strong resistance. That's when the three evidently drunk men spotted her and offered to drop her home.
Their job done, the men left the woman after raping her for four hours. Not realising that her baby had died, she went back to the spot where they had flung the baby, picked her up and went to a hospital where doctors declared her dead.
Unwilling to give up, the young mother picked up her baby, got on to a Delhi Metro with the lifeless body to take her to a hospital in Delhi and later returned to the MG Road Metro Station, on Gurgaon's glittering Mall Mile, where her husband was waiting.
"I did not believe my daughter had died and I travelled with the dead child to a hospital in South Delhi's Hauz Rani area and later returned to M G Road metro station with the dead body," she said.
Her story underscoring once again the vulnerability of women in the National Capital Region and the lack of effective police action, the young woman said there was no police patrol in sight through that endless night.
The police also reportedly did not register an FIR of gangrape initially but included the charge five days after the incident.
A Special Investigation Team (SIT) was formed and was on the trail of Yogendra's accomplices in the Magic Tempo, a four-wheeled mini auto. Prima facie, all three accused were involved in the murder of the baby. The post mortem says the death of the baby was caused by smothering and external injury, he said.
Yogendra told the police that they had been drinking beer and were inebriated when they came upon the young woman - also 23 like another young woman who was picked up on the night of December 16, 2012, from a Delhi bus-stop.
From IMT Manesar chowk, they took her to a service lane at NH-8. "They turned back the Magic Tempo at sector-8 outer road after taking food from Rimjim hotel located opposite the road. They then flung the baby, who was crying on a footpath, to avoid public attention," the Gurgaon police chief said.
The accused persons and the woman live in rented accommodations in Bas Khusla village at Manesar. She had left home after an altercation with her husband and neighbours on the night of May 29.
The Gurgaon police has released the sketches of the accused and appealed to the public for their identification.
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