It's pretty easy, most of the Western world uses some version of the taino word for it (batata)
Originally batata was for sweet potato (cause who wants to eat that white flavourless root?).
The Spanish called it patata cause they were an empty and could do what they want.
Then they discovered the white potatoes and called them the same name.
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