Benacerraf's identification problem and PA categoricity

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Lately I have been interested in mathematical philosophy, and especially structuralism.

In this setting, Benacerraf's famous paper is a classic and works as follows: Take the Zermelo ordinals ($x \to \{x\}$) and the Von Neumann ordinals ($x \to x \cup \{x\}$), those two are models of First order Peano Arithmetic $PA$, but they do not give the same answer to the sentence $1 \in 3$ (respectively false and true).

Benacerraf uses this to then conclude that when talking about numbers, one cannot do anything appart from talking of a given number in relation with the others, as a so-called structure.

On the other hand, $PA$ is not categorical: there exists multiple classes of models up to isomorphism.

The question is thus the following: is Benacerraf's identification problem specific to the fact that $PA$ is not categorical ?