The files have the same rows (based on the IDs, and in the same order.

This sounds to me like you saying that the files correspond precisely by line number. If so, then I'd open 12 files for reading, and read one line from each. When all twelve "current" lines have been read in, look for reasons to discard, process accordingly, and then move on to the next line in each file.