Neutrality and sourcing work on a heavily edited article for a major freight rail operator, where regulators, investors and the public were all reading the same page.
A major North American freight rail operator's Wikipedia article had become a magnet for rapid, high-volume edits following widely covered incidents, with claims added faster than they could be sourced or verified on either side. The result was an article that mixed legitimate, well-sourced criticism with unsourced or exaggerated additions, and safety and operational information that hadn't been updated to reflect the company's subsequent response and changes. For a publicly traded, heavily regulated operator, the Wikipedia article — and what it fed into the Knowledge Panel and AI assistant answers — carried real weight with regulators, investors, and the public. The operator needed the article brought back to neutral, properly sourced footing without removing legitimate, well-documented criticism.
Neutrality and sourcing work on a heavily edited article for a major freight rail operator, where regulators, investors and the public were all reading the same page.
Worked through claims added faster than either side could source them after widely covered incidents, rewriting the founding, leadership and safety-and-operations sections against reference-compliant sources.
Gave the sourced corrections to third-party editors who used their own judgment on how to proceed, editing directly or opening a Talk-page discussion where the change was likely to be contested.
Corrected panel inaccuracies drawn from the article, from linked Wikidata items and from the operator's own web properties, which were themselves feeding outdated values.
Queried the assistants on both the company and the surrounding events, watching for answers that repeated superseded claims about the operator's response.
Engagement milestones are listed below.
Audit closed. Sourced criticism separated from the exaggerated additions that arrived alongside it.
First corrections submitted; safety and operations sections updated to reflect the response that followed.
Roughly nine in ten corrections held. Panel corrections began landing about thirty days in, assistant answers about forty-five.
Monitoring continues indefinitely — a regulated operator in the news generates new edits faster than any one pass can settle.
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