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The actress has been nominated in the Best Actress, Drama category for her role in Rachel Getting Married, alongside actresses including Angelina Jolie and Kate Winslet.
However, a star indicating that Hathaway had won appeared on the award show's official website on Thursday, according to Access Hollywood.
A representative for the Hollywood Foreign Press Association, which decides the winners, refused to comment but the star was removed later that evening.
The 66th annual Golden Globes will be broadcast live this Sunday from the Beverly Hilton in Los Angeles.
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