Rajneesh Gupta, Deputy Commissioner of police (Rohini), said six persons were arrested.
Lieutenant Governor of Delhi Anil Baijal also tweeted about the arrest.
"Had directed yesterday evening @CPDelhi to take strict action in the Narela incident against culprits and police officials, if found remiss. FIR has been registered and six accused already arrested. Have directed for swift investigation," Baijal tweeted.
Police had registered a case under various sections of the Indian Penal Code against the women involved in the incident.
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"The entire incident proves complete lawlessness and zero fear of law in the area and it is shocking that police did not take any action to protect these women," Maliwal had said.
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