Is commutativity transitive for non degenerate eigenvalues?

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The discussion confirms that commutativity is transitive for non-degenerate eigenvalues of Hermitian operators. Specifically, if Hermitian operators A and B commute, and B and C also commute, then A and C must commute as well, due to the one-to-one mapping of their eigenbases. However, this transitive property does not hold for arbitrary operators with degenerate eigenvalues, as demonstrated by the example where [X,Y] = 0 and [Y,Z] = 0 but [X,Z] ≠ 0 within a multi-dimensional eigenspace of Y.

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Suppose we have three hermitian operators A,B,C each with only non degenerate eigenvalues.

If A and B commute, then for each eigenvector of A we can find an eigenvector of B, and because the eigenvalues are non degenerate the mapping is one to one. If B and C commute we can do the same. This implies that A and C also have a one to one mapping of their eigenbases, and so A and C commute.

But in general we know that the commutation relation is not transitive for some arbitrary set of operators {X,Y,Z}. Is this because some of them might have degenerate eigenvalues?
 
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Suppose [X,Y] = 0 and [Y,Z] = 0, and suppose transitivity fails. That means that within some eigenspace of Y, [X,Z] ≠ 0, implying that the eigenspace is at least two-dimensional.
 

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