The postmortem report of the two girls has confirmed that they were raped before murder, Superintendent of Police Atul Kumar Saxena said today.
"The postmortem report has confirmed rape of the two girls. The cause of death is hanging," he said.
Katra outpost incharge Ram Vilas Yadav, constables Sarvesh Yadav and Chhatrapal Yadav were suspended following the incident.
Other accused, including three brothers Pappu Yadav, Awadhesh Yadav and Urvesh Yadav, and two unidentified persons are still at large, police said.
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The SP said that constable Sarvesh and Pappu have been arrested, while the hunt is on to nab the others absconding.
The two girls, who were cousins and aged 14 and 15 years, went missing from their house Tuesday night and their bodies were found hanging from a mango tree in the village in Ushait area yesterday morning.
The incident triggered protests in the area with villagers alleging police apathy following which an FIR was registered against seven persons.