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Alharthi, the first Arabic-language writer to take the prize, will split the 50,000 pound (USD64,000) purse with her UK-based translator, Marilyn Booth.
Evaristo is the first black woman to win the prestigious award since its creation in 1969.
The winner of the Booker Prize will be announced on October 14.
The experimental novel, Burns' third, is narrated by an unnamed 18-year-old girl, known as 'middle sister', who is being pursued by a much older paramilitary figure, the milkman.
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