"Don't kill me, don't kill me," she said, according to the man who wanted to remain anonymous. A few minutes later, more than 50 men threw stones.
Human rights group Amnesty International says the victim was a 13-year-old girl who had been raped.
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The witness says she was forced into a hole, buried up to her neck then pelted with stones until she died in front of more than 1,000 people.
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Amnesty said it had learned she was 13, and that her father had said she was raped by three men.
When the family tried to report the rape, the girl was accused of adultery and detained, Amnesty said.
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According to Amnesty International, nurses were sent to check during the stoning whether the victim was still alive. They removed her from the ground and declared that she was, before she was replaced so the stoning could continue.