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We had claimed that arc-consistency is preserved in a constraint reformulation relying on functional dependencies (Theorem 2 of Cambazard and O'Sullivan Constraints 13(3):385---406 (2008)). We show that the statement of this theorem was too strong by providing a counter-example. However, the result holds for dependencies between pairs of variables, and more generally in restricted settings.