The duo,arrested yesterday were identified as Kanha Behera (26) of Junagarh in Kalahandi district and Madhusudan Majhi (25), driver of a SUV used in the crime, said J K Das, Sub Divisional Police Officer (SDPO), Jajpur Road.
Police have also seized the SUV, a knife and two mobile phones from their possession, he said.
According to an FIR filed with Kuakhia police by one Jitendra Babhi a car was stopped just few yards away from his house in Garipur village at about 10 pm on Saturday.
"The accused then forcibly took her in their SUV and sped away from the village. Seeing the vehicle's speed, some villagers chased the SUV on motorcycles and intercepted it near Kuakhia bazar," the FIR claimed.
More From This Section
They overpowered the accused and rescued the woman from their clutches and handed over to her in-laws. Later, they caught hold of the duo and informed the local police.
Police suspect love affair behind the reason of the kidnapping, the SDPO said adding the matter was under investigation and police were examining all aspects. A case has been registered.