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Word 'left' values in ColumnGeometry.words are relative to the content ROI (left_x), but geo.x is in absolute image coordinates. The split position was computed from relative word positions and then compared against absolute geo.x, resulting in negative widths and no splits on real data. Pass left_x through to _detect_sub_columns to bridge the two coordinate systems. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>