The incident took place on Sep 25, while the woman was on her way back from Ridmalsar Purohitan in Bikaner.
She had visited the place to check on a plot that she owns.
According to the complaint, the victim was waiting near the Khatu Shyam Mandir on the Jaipur Road at 2:30pm on Sep 25, when two men dragged her into an SUV, a Hindustan Times report read.
"They drove me around near some mines for several hours and repeatedly raped me in the vehicle," the complaint read.
The victim said that the two men raped her inside the car and called up six others, who took turns in violating her.
Following the ordeal, they drove her to a government power substation in Palana village, where more men raped her.
A rape case has been registered by the police against the 23 men.
However, no one has been arrested so far.