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On the small OOD subsets where CIGAsk chooses to clarify, the appendix describes targeted questions about lexical ambiguity, year, temporal scope, or episode identity rather than generic requests for context, indicating qualitative transfer from table-grounded to text-grounded QA without retraining. · CiteArk