The eigenvector equations give . Multiplying on the left by therefore gives
(1)
This is an orthogonal diagonalization: the linear map acts independently by multiplication by its eigenvalues in the new orthonormal basis. The repeated eigenvalue explains the freedom to rotate the last two basis directions.

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