swelego_v2: recover missing traces and outcomes from RWTH run archives

Fills 15,360 result records and 14,125 conversations from the original stage-6 evidence of swelego-recovery-20261015-c25g. The 1,331 unknown outcomes are recorded terminal errors and now score zero; kept tasks unchanged at 1,245.

swelego_v2/README.md

@@ -8,14 +8,14 @@
 - **Newly kept in this update:** 5
 - **Tasks with recorded attempts:** 4,277 / 4,277
 - **Recorded attempts:** 34,216
-- **Available conversations:** 18,678
-- **Missing conversations:** 15,538
-- **Unknown attempt outcomes:** 1,331 across 450 tasks
-- **Tasks with all eight classified outcomes:** 3,827 / 4,277
+- **Available conversations:** 32,803
+- **Missing conversations:** 1,413
+- **Unknown attempt outcomes:** 0
+- **Tasks with all eight classified outcomes:** 4,277 / 4,277
 - **Task payload changes:** 0
 - **v1 base revision:** `819fe8c3809d9a393502017055c21057b21f02fd`
 
-Results snapshot: **2026-10-20T19:39:53.280360+00:00**. This release selects tasks with at least one observed teacher success and preserves the pinned v1 task payloads.
+Results snapshot: **2026-10-21T22:05:46.361970+00:00**. This release selects tasks with at least one observed teacher success and preserves the pinned v1 task payloads.
 
 ## Evaluation settings
 
@@ -35,13 +35,13 @@ The table reports settings found in **6 sampled saved trial configurations**, no
 
 | Model | Tasks attempted | Recorded attempts | Tasks with all 8 classified outcomes | Tasks solved |
 | --- | ---: | ---: | ---: | ---: |
-| Qwen3-30B Instruct | 4,277 / 4,277 | 34,216 | 3,827 / 4,277 | 1,245 |
+| Qwen3-30B Instruct | 4,277 / 4,277 | 34,216 | 4,277 / 4,277 | 1,245 |
 
 The teacher is `Qwen/Qwen3-30B-A3B-Instruct-2507`, using Terminus-2 and eight attempts per task. The completed 12-task Helma rerun is now included: **96 attempts with saved trajectories and five newly solved tasks**. One rerun attempt ended with `TmuxSessionEndedError`; its raw verifier grade remains missing and its outcome reward is zero under the terminal-error policy. [Rerun selection](metadata/rerun-selection-20261020.json) and [stage-6/7 reports and contract](metadata/rerun-reports-20261020.tar.gz) preserve the evidence.
 
 The rerun preserves temperature 0.7, top-p 0.8, top-k 20, a 32,768-token context and an intended 8,192-token response limit (see evaluation settings). Stage-6 and stage-7 reports are complete for all 12 rerun tasks. These teacher stages do not establish a new full datasource-validation result.
 
-Dataset-wide pass@k estimates remain unavailable because 1,331 historical outcomes are unknown. They are not counted as failures.
+Over all 4,277 tasks and 34,216 attempts, pass@1 is **10.73%**, pass@4 **22.25%** and pass@8 **29.11%** (unbiased estimates). Recorded terminal errors count as unsolved, including 1,412 attempts whose environment or setup failed before the agent started, so these rates are lower bounds for the model.
 
 ### Successful attempts among kept tasks
 
@@ -56,21 +56,26 @@ Dataset-wide pass@k estimates remain unavailable because 1,331 historical outcom
 | 7/8 | 58 |
 | 8/8 | 72 |
 
-Counts reflect recorded successes; unknown historical outcomes remain unknown.
+Counts reflect recorded successes. The recovery below changed no success count.
 
 ## Evidence and trajectories
 
-The combined `traces/` files contain **34,216 unique attempt records**, including kept and unselected tasks. **18,678** have saved conversations. Original result JSON is preserved where available, together with raw verifier rewards, outcome rewards, task-version hashes and the current selection flag.
+The combined `traces/` files contain **34,216 unique attempt records**, including kept and unselected tasks. **32,803** have saved conversations. Original result JSON is preserved where available, together with raw verifier rewards, outcome rewards, task-version hashes and the current selection flag.
 
-### Missing historical evidence in the HF files
+### Recovered historical evidence
 
-- **15,538 attempt rows lack a saved conversation.** Their attempt records are present. A missing conversation does not by itself mean that the verifier outcome is unknown.
-- **1,580 attempts lack a raw verifier grade.** Of these, **249** have classified terminal-error outcomes and count as reward zero. The other **1,331** have unknown outcomes and no original result JSON in the trace rows; they remain unknown.
-- **450 tasks lack eight classified outcomes** because of these historical unknowns. All 4,277 tasks now have eight attempt records; the 12-task rerun is no longer pending.
+On 2026-10-22, the missing fields were filled from the original stage-6 evidence archives of the RWTH (CLAIX) run `swelego-recovery-20261015-c25g` (206 archives). Fields were filled only where the published rows were empty; no published value changed.
 
-These gaps overlap and should not be added together. Recovery from original run archives remains pending; empty fields do not establish that the original traces were lost.
+- **Result JSON:** 15,360 attempts gained their original result record.
+- **Conversations:** 14,125 attempts gained their saved trajectory.
+- **Unknown outcomes:** all 1,331 are recorded terminal errors without a verifier grade, so they now score zero under the terminal-error policy. 1,235 of them failed before the agent started (mostly a task-executor start failure and task-setup exits on RWTH). No task gained a success, so the kept set is unchanged.
 
-[Trace statistics](trace_stats/README.md) and plots have been regenerated from this published snapshot, including the 96 rerun attempts. Missing measurements are kept separate from measured outcomes.
+### Remaining gaps
+
+- **1,413 attempts have no saved conversation.** 1,412 never produced one because the attempt ended before or during agent start; one attempt (`fsspec__filesystem_spec-1273`) has a verifier grade but no source archive.
+- **1,580 attempts have no raw verifier grade.** All are recorded terminal errors and count as reward zero.
+
+[Trace statistics](trace_stats/README.md) and plots have been regenerated from this snapshot, including the recovered conversations and the 96 rerun attempts. Missing measurements are kept separate from measured outcomes.
 
 ## Reproduce and select tasks
 

swelego_v2/tasks.parquet

@@ -1,3 +1,3 @@
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-oid sha256:095268bf849c864428e9fa3922f6243051cbb7e490e8a369a3d8b5394f51364a
-size 5621360
+oid sha256:12ab2bdfb99684a5ed6d34169b77c7cf6264fb7489b37fa408aa217732b47706
+size 5622127

swelego_v2/trace_stats/README.md

@@ -6,10 +6,10 @@
 | --- | ---: |
 | Recorded attempts | 34,216 |
 | Median agent turns | 15 |
-| Median input tokens per attempt | 96,423 |
-| Median output tokens per attempt | 4,814 |
-| Median agent runtime (seconds) | 101 |
-| Median verifier runtime (seconds) | 9 |
+| Median input tokens per attempt | 98,424 |
+| Median output tokens per attempt | 4,885 |
+| Median agent runtime (seconds) | 100 |
+| Median verifier runtime (seconds) | 7 |
 
 Medians use recorded measurements only.
 
@@ -31,7 +31,10 @@ Per-model plots: [instruct](plots/instruct-trace-commands.png), [instruct](plots
 - [Per-task metrics](data/per_task.parquet) and [per-attempt metrics](data/per_attempt.parquet), with nested metrics stored as JSON.
 - [Provenance](data/provenance.json): source files and deduplication.
 
-Attempts without a saved conversation: 15,538; without a verifier reward: 1,580. Their missing measurements stay empty.
+Attempts without a saved conversation: 1,413; without a verifier reward: 1,580. Their missing measurements stay empty.
+
+
+Evaluation budgets: see the [dataset evaluation setup](../README.md). Per-call context and output-limit enforcement are not established by token-usage statistics.
 
 ## Evaluation settings
 

swelego_v2/trace_stats/data/per_attempt.parquet

@@ -1,3 +1,3 @@
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+oid sha256:7cfeed9f33754479ec396878f2f988447a39374015a077b6a52eb31f4556d4ce
+size 5701228

swelego_v2/trace_stats/data/per_task.parquet

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+oid sha256:19ec1e760c784015c428033ff466595d33667ff9f4a62a171992eaa0df2d325c
+size 2394626

swelego_v2/trace_stats/data/provenance.json

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swelego_v2/traces/manifest.json

@@ -1,12 +1,26 @@
 {
-  "snapshot_utc": "2026-10-20T19:39:53.280360+00:00",
+  "snapshot_utc": "2026-10-21T22:05:46.361970+00:00",
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   "reward_policy": "terminal-errors-zero-v2",
-  "selection": "All previous selected attempt IDs plus the 96 attempts from the completed 12-task rerun. No failed submissions or duplicate race copies are added."
+  "selection": "All previous selected attempt IDs plus the 96 attempts from the completed 12-task rerun. No failed submissions or duplicate race copies are added.",
+  "recovery": {
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+    "snapshot_utc": "2026-10-21T22:05:46.361970+00:00",
+    "source": "RWTH CLAIX runs/swelego-recovery-20261015-c25g, 206 stage-6 evidence archives",
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+      "reward": 1331,
+      "reward_origin": 1331,
+      "selection_reward": 1331
+    },
+    "changed_trace_files": 198,
+    "policy": "Fields are filled only where empty; recorded terminal errors score zero (terminal-errors-zero-v2)."
+  }
 }

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-size 1506698
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+size 1509854

swelego_v2/traces/part-0004.parquet

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