Superintendent of Police Pravin Ranjan Singh said a medical examination, however, did not confirm rape.
According to the complaint, the incident took place late last night at Malagarh village when the alleged victims had gone to attend a wedding.
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It is suspected that someone who attended the wedding could be behind the alleged incident, police said, adding that the video footage of the ceremony was being scanned to identify the accused.