The Nine Rings had long been in Sauron's possession. If it wasn't physically destroyed in the fall of Barad-Dur, it was nonetheless shorn of its power when the One was destroyed.
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The entire plot of The Lord of the Rings could be said to turn on what Sauron didn’t know, and when he didn’t know it.
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