Maybe the Númenoreans with all their sailing ran into another continent that was the Americas? Or didn't Eärendil go on hugely long exploration voyages?
Maybe one of them found all these things, like pipeweed, tomatoes and potatoes, and brought them over to Middle-earth.
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