Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models. - Zizhuo Lin; Quanling Liu; Jinsheng Quan; Chao Zhang; Yifan Zhu; Xing Shi; Jingtao Xu; Zhihui Li; Yawei Luo (CoRR, 2026)