The victim was going to her agricultural fields with her elder sister on Sunday when Virendra Yadav stopped her, they said.
He also attacked the victim''s sister with a sharp-edged weapon when she objected, leaving her injured, police said.
The accused then took the victim to a secluded spot where he allegedly raped her, police said, adding that the woman has been sent to hospital for medical examination.
On the complaint of the victim''s mother, a case has been registered and efforts were on to nab the accused, police added.
