Corrections

How to request a fix

We want the atlas to be trustworthy. When facts change or we get something wrong, we prefer a dated correction to silent drift.

What to send

Share the exact page URL, the claim that needs correction, the corrected fact, and a primary source. We prioritize submissions that are specific and verifiable.

What happens next

We verify the source, update the page if warranted, and preserve the new review date. Pages that fail verification can be marked stale or noindexed while they are being fixed.