SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning. - Zelin He; Boran Han; Xiyuan Zhang; Shuai Zhang 007; Haotian Lin 011; Qi Zhu; Haoyang Fang; Danielle C. Maddix; Abdul Fatir Ansari; Akash Chandrayan; Abhinav Pradhan; Yuyang Wang 001; et al. (CoRR, 2026)