Task gallery / DeepSWE (long-horizon SWE) / Version 2
Reference solution (oracle)
Unverified
No-op resistance check
Unverified
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

Oxigraph can store and query RDF but cannot validate data against a shapes graph. Implement a W3C SHACL Core validation engine as a new workspace crate oxshacl at lib/oxshacl, registered in the root Cargo.toml members list. Depend only on oxigraph (path dependency, default-features = false — RocksDB and test-suite git submodules are not vendored) plus crates already in Cargo.lock (the offline registry carries nothin…

Excerpt only; not a complete executable task specification. Task ID task_bb2e200d1de14882 · version 2. 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 · default (unverified)0/5 · 0.0% [0.0%, 43.4%]5 / 50
GOOD_FAILURE: 5
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.6-sol · default (unverified)2/5 · 40.0% [11.8%, 76.9%]5 / 50
GOOD_FAILURE: 3
BAD_FAILURE: 0
GOOD_SUCCESS: 2
BAD_SUCCESS: 0

Legacy evidence

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

Difficulty, with uncertainty

Selected-best difficulty: 60.0% [23.1%, 88.2%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.

The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: no.

Every recorded run

10 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_d81a3b4c71804ad6
Claude Opus 5 · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 117,816
Turns: 65
Cost: $8.3613
Not publicly available
trial_dcd68d22b8d94941
GPT-5.6-sol · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_79929047a06e43f7
Claude Opus 5 · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 128,958
Turns: 63
Cost: $8.2691
Not publicly available
trial_8c89fca1a3f047c3
GPT-5.6-sol · default (unverified)
Sep 5, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_cdf2f418f911462e
Claude Opus 5 · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 124,068
Turns: 73
Cost: $8.9725
Not publicly available
trial_64b5813627bd4f86
GPT-5.6-sol · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_75d411b0ae2c4755
Claude Opus 5 · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 105,388
Turns: 53
Cost: $7.1301
Not publicly available
trial_24a655d515c24178
GPT-5.6-sol · default (unverified)
Sep 5, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_75ec66e8d11e492c
Claude Opus 5 · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 124,965
Turns: 77
Cost: $9.6074
Not publicly available
trial_92c036b3956e469d
GPT-5.6-sol · default (unverified)
Sep 5, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available