*Verify tasks (402 rows across t, t_minus_1, t_minus_n, successful) are relabelled by an evidence rule:
True when the current screen or any earlier history screenshot shows the requested state and no later action
changed that setting; False when no screenshot shows it or the latest one shows the opposite. The judge sees the
whole history (all screenshots, not only the last five), two agreeing passes. Where an earlier state is True and
the next False, the joint cross-check confirmed a state-changing action in between in every case.
Verify ground truth (29 rows): 17/17 True correct, 17/25 successes caught (was 15/15, 15/25).
True now: t 49, t_minus_1 69, t_minus_n 17, successful 77. Annotation files gain verify_* fields;
docs, READMEs, manifests and code (verify_labeler.py, verify_consistency.py, apply_verify.py) updated.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UNYnrmb1ku3cno9AxXNYL6
is_next_terminate for successful; goal-mismatch rows always False
successful: 74/2,623 True. 40 are fixed by ground truth (the source policy terminated at the episode's last
step and the AndroidWorld checker accepted it; the three-stage labeler alone caught 33 of those 40), 3 follow from
them through navigation-only steps, the rest passed pass 1, pass 2, the strict gate and cross-checks between
consecutive prompts of the same trajectory.
All slices: rows whose goal differs from their source trajectory (goal_matches_source_trajectory=False) are now
always False. Before this rule the labeler produced vacuous Trues for goals naming items absent from that episode
(10 labels: 9 in successful, 1 in t). t now has 45 True; t_minus_1 and t_minus_n samples are unchanged.
Annotation files gain is_next_terminate_gt_propagated / forced_false_goal_mismatch. Docs, READMEs, manifests and
code (postprocess.py) updated.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UNYnrmb1ku3cno9AxXNYL6
30 days ago
Repair all four AndroidFlux contexts: history screens, readable actions and source references
