The police, however, said the 14 women were found to be above 18 years of age as per their Aadhaar cards, and were staying there of their own volition.
A 27-year-old woman pimp, who was allegedly involved in confining the three women to the brothel, was arrested, they said.
The raid was conducted based on an information by the Child Welfare Committee. The committee had informed the Delhi Police's Crime Branch after the former received a complaint from an NGO that some women were being held captive at a GB Road brothel, said a senior police officer.
The three women, in the age group of 19-26 years, claimed that they were forced into flesh trade, were not paid wages and raped repeatedly, the police officer said.
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A case was registered on the basis of their statements, he said.
"The three rescued women are from Nepal and were brought to Delhi either on the pretext of a good job or for marriage. They have been sent to a shelter home. Their bone density test will be done shortly to check whether they are minors," said the officer.
"Seventeen girls were rescued from GB Road today by CWC and Crime Branch on a tip off from an NGO. But shockingly Crime Branch sent 14 girls back to the brothels, stating 14 girls had their Aaadhar cards showing them as major," she said.
Maliwal said the CWC which has immense powers under the JJ Act had ordered the police to keep all 17 girls in Nirmal Chhaya and get their bone ossification test done.