BTS-AgentBench provides a telemetry-to-episode construction method that successfully produces 532 rows with multiple advanced features including clarification, goal revision, and evidence attribution

The 532-row release adds clarification, goal revision, timestamp policy, quality-gated reporting, and evidence attribution while preserving the source computation and split.

http://arxiv.org/abs/2608.27334v1