Evidence before assertion
PipeMag starts with primary sources, records what was checked and separates reported values from editorial explanation. A missing source snapshot is described as a limitation rather than filled with an invented figure.
Corrections and revisions
Readers can send a correction with the page URL and supporting source. The desk reviews the claim, records the change and keeps the wording proportional to the evidence.
Contact the desk for a source correction, or read the methodology for the working rules.