DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting. - Du Py; Huayang Li; Liang Yang 003; Shaowu Zhang 002 (SemEval@ACL, 2025)