Day two after the knowledge base went live, someone asked how the release window is scheduled. The model answered half a sentence: Tuesday, Thursday. Exceptions and approvers were missing. The hit chunk cut the table on the Tuesday row. Parse got the meaning wrong first. After that, careful chunking still cuts the wrong row. Hand the same screenshot to a vision model and it can still swap columns with the numbers right.