Rewrite-then-delete, two ablation passes, responsiveness-filtered (Table2 9,284 + difficult-advice 676)
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experiment
Ablation arm built in two passes over BOTH halves of every difficult-advice row. Pass 1 rewrites the reasoning and the answer to drop four deliberative moves: engaging the tempting option, drawing an analytic distinction, enumerating outcome branches, and offering an alternative route. Pass 2 then labels every remaining unit and DELETES the… See the full description on the dataset page: https://huggingface.co/datasets/matboz/2026-08-22-ruleform-ablated2-t2-9284-synthdoc-676.
