Task gallery / Operations / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
Not recorded
Aggregate eligibility
Excluded / other version
Quality exclusion
  • Task fault on at least half of labelled current-model failures

These per-version observations remain visible, but this version does not contribute to aggregate pass rates.

The task

Reprocess corrected family claims A corrected claim can change the deductible and out-of-pocket amounts available to later claims in the same family. Reprocess the eligible revision history in service order and reconcile the new plan/member postings against the previous ledger. The supplied /app/repo/benefit-revisions/ job includes previous postings, plan limits and multiple claim versions. Apply the explicit plan c…

Excerpt only; not a complete executable task specification. Task ID task_465a571df99f4539 · version 1. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 5 · xhigh0/22 / 20
GOOD_FAILURE: 0
BAD_FAILURE: 2
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
Tencent HY4 (preview) · think0/11 / 10
GOOD_FAILURE: 0
BAD_FAILURE: 1
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Every recorded run

9 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
trial_b03cec4bb28a4fc1
Claude Opus 5 · xhigh
Oct 21, 2026
console
0 · validBAD_FAILURE
independent-review
Tokens: 50,418
Turns: 28
Cost: $2.6653
Not publicly available
trial_189ae062ee6c482d
Tencent HY4 (preview) · think
Oct 21, 2026
console
0 · validBAD_FAILURE
independent-review
Tokens: 41,732
Turns: 63
Cost: $5.9995
Not publicly available
trial_bb8fbb17372b4cba
Claude Opus 5 · xhigh
Oct 21, 2026
console
0 · validBAD_FAILURE
independent-review
Tokens: 42,754
Turns: 22
Cost: $2.1396
Not publicly available
family-benefit-accumulator-reprocessing-oracle-1-47262979
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
family-benefit-accumulator-reprocessing-nop-e7ca2658
nop@@
Oct 21, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
family-benefit-accumulator-reprocessing-oracle-2-b63e3a7c
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
family-benefit-accumulator-reprocessing-oracle-1-06b3c6ac
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
family-benefit-accumulator-reprocessing-nop-f10dd06f
nop@@
Oct 21, 2026
delivery
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
family-benefit-accumulator-reprocessing-oracle-2-d11532cc
oracle@@
Oct 21, 2026
delivery
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available