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      "reason": "A-9 is absent from ids relative to the frozen expected output.",
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      "reason": "A-9 is absent from ids relative to the frozen expected output.",
      "limitation": "The original prompt did not explicitly define ids as including records with unknown amounts. This is a contract mismatch, not proof of an arithmetic error or general model failure."
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