The MI file's report-card grade columns belong to the latest FULL inspection (col 'Inspection start date'), but inspection_date maps to the legacy OEIF graded/ungraded dates — so report cards were being dated with pre-Nov-2025 inspections. Also discover_csv_url() returned matches[0], the oldest (2017) link on the GOV.UK page. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0146VHeLAWjDVE2B5uU67jCB