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Ties on the primary sort key kept arbitrary DB order, so rows could shuffle between page requests causing overlaps or misses. Break ties on name (case-insensitive) then id, always ascending, with the requested order applied to the primary key only. Pin the tiebreak in unit tests and paginate over state ties in the integration suite.