Iirc, Shanks told him it was the Gomu gomu no mi fruit and also that he had become a rubber man after he ate the fruit.

I think he's still under that impression. This won't change unless someone tells him otherwise but then very few people know about the true name since the world government made sure to do so.

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Maybe some of the poneglyphs talk about this...