Rob,
Good observation... The repetitive data fields like the date of production week and the plant were on the programming spool (drum). This was to save key puncher time and reduce errors this is called programming driven entry.
If the programming drum for the week has the wrong date or is simply not changed timely that is a factor in batch errors in all the card readers.
Review this video starting at minute 1:38