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Global column detection diluted narrow sub-columns (page refs, markers) because they appeared in too few rows relative to the total. Instead, detect columns per zone independently, then propagate the best columns (from the content zone with the most words) to smaller content zones. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>