Datasets:
Formats:
csv
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
multi-agent-systems
llm-routing
cost-aware-inference
calibration
agent-collaboration
reasoning
License:
Use post-review terminology in reader-facing docs instead of the internal word
Browse files- TODO.md +1 -1
- docs/anonymization_report.md +1 -1
- docs/provenance.md +5 -5
- registry/checksums.sha256 +5 -5
- registry/release_manifest.json +3 -3
TODO.md
CHANGED
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@@ -69,7 +69,7 @@ missing gpt-oss answers from raw traces if they survive there.
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## 2. Three-row disagreement between two source tables
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`omni2_94`, `omni2_3997`, `omni2_4006` disagree on `baseline_correct` between the
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-
primary routing table and the
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staged because they reproduce the published aggregates exactly. Cause not
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determined. See `docs/provenance.md`.
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## 2. Three-row disagreement between two source tables
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`omni2_94`, `omni2_3997`, `omni2_4006` disagree on `baseline_correct` between the
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| 72 |
+
primary routing table and the post-review matched labels. The post-review labels are
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staged because they reproduce the published aggregates exactly. Cause not
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determined. See `docs/provenance.md`.
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docs/anonymization_report.md
CHANGED
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@@ -53,7 +53,7 @@ nothing known.
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was carried across.
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- **Scheduler artifacts.** Job scripts, job identifiers, and run logs exist in
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the source tree. None staged.
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-
- **Reviewer and
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response plans, strategy notes, and OpenReview drafts. None staged.
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- **Raw model responses.** The confidence-probe source table has a
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`raw_response` column of model-generated text. Dropped. Only the parsed integer
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was carried across.
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- **Scheduler artifacts.** Job scripts, job identifiers, and run logs exist in
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the source tree. None staged.
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+
- **Reviewer and post-review discussion.** The source tree contains reviewer
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response plans, strategy notes, and OpenReview drafts. None staged.
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- **Raw model responses.** The confidence-probe source table has a
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`raw_response` column of model-generated text. Dropped. Only the parsed integer
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docs/provenance.md
CHANGED
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@@ -9,7 +9,7 @@ Three source trees, all read-only at staging time.
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2026-08-14). Copied verbatim into `data/aggregate/`, with a `setting_id`
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column added. These are the authoritative published numbers.
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-
2. **
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`results_2026-07-14`) — per-problem matched labels, six-setting router
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retraining, confidence-probe metrics, and the Round-2 verification tables.
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Source of `data/matched_labels.csv`, `data/splits/six_setting_splits.csv`,
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@@ -53,15 +53,15 @@ validation report.
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## Known discrepancies, stated rather than hidden
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-
**The primary routing benchmark and the
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4,181 OmniMath gpt-oss-120b problems** (`omni2_94`, `omni2_3997`, `omni2_4006`).
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In each case the primary table records `baseline_final_passed = False` while the
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-
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from `single_agent` to `baseline_llm`. Aggregate impact: baseline solve rate
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-
56.76% (primary) versus 56.83% (
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differ by 3 between the two tables.
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-
This release stages the **
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those are the ones that reproduce the published `anc/` aggregates exactly. The
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primary table is used only for OmniMath problem *metadata* (tier, difficulty,
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source) and for the 423-problem split — neither of which is affected. The cause
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|
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2026-08-14). Copied verbatim into `data/aggregate/`, with a `setting_id`
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| 10 |
column added. These are the authoritative published numbers.
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+
2. **Post-review analysis artifacts** (`results_2026-07-12` through
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`results_2026-07-14`) — per-problem matched labels, six-setting router
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retraining, confidence-probe metrics, and the Round-2 verification tables.
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Source of `data/matched_labels.csv`, `data/splits/six_setting_splits.csv`,
|
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|
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## Known discrepancies, stated rather than hidden
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|
| 56 |
+
**The primary routing benchmark and the post-review matched labels disagree on 3 of
|
| 57 |
4,181 OmniMath gpt-oss-120b problems** (`omni2_94`, `omni2_3997`, `omni2_4006`).
|
| 58 |
In each case the primary table records `baseline_final_passed = False` while the
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| 59 |
+
post-review matched labels record `baseline_correct = 1`, flipping the oracle label
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| 60 |
from `single_agent` to `baseline_llm`. Aggregate impact: baseline solve rate
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| 61 |
+
56.76% (primary) versus 56.83% (post-review, the published number); label counts
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| 62 |
differ by 3 between the two tables.
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+
This release stages the **post-review** labels in `data/matched_labels.csv`, because
|
| 65 |
those are the ones that reproduce the published `anc/` aggregates exactly. The
|
| 66 |
primary table is used only for OmniMath problem *metadata* (tier, difficulty,
|
| 67 |
source) and for the 423-problem split — neither of which is affected. The cause
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registry/checksums.sha256
CHANGED
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@@ -1,8 +1,8 @@
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| 1 |
be06f3a4e4d079f7a34cf319636f88050fca605ca7c3f02c595e36daabd214c4 CITATION.cff
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| 2 |
fe34eb7ac34537c21249e1ff6c9cf7b863eb611f844c0cb212ea358576e32887 LICENSE
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37d5e9d642d6684659d096bd8ebb5ea2de7ccc487fcdb2e4479dfa073c322f23 NOTICE
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-
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-
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aad9af7b8ae8cbee7a7d73ecb7393cbb5adcb6ded6d5ec924dc8d1487e34c045 data/aggregate/failure_and_protocol_value_targets.csv
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ff064f045fcfab7e352d58f56070d98c3d1461e6cf44d3dfa0c5b108713c3fa9 data/aggregate/heldout_router_evaluation.csv
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2e77e2a2fd25c7621d195a9b27686fffd1b7e82b5bd768431c9557d8c9f00771 data/aggregate/heldout_router_paired_differences.csv
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@@ -27,11 +27,11 @@ ee8243acb43dac0d0ec38ff4fb5cb31d0ee4249712c9f3ebebd87b029902fa4f data/router/si
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e1b90366deb1815c19748a53c30845c2285d1a20610c647afbf070ff1f2b6543 data/router/six_setting_text_metadata_verification.csv
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| 28 |
4019fa49262089d7db28c713e6cc22ccf9bc015a7e626d3ce89c0b16a0e00a67 data/splits/primary_omnimath_splits.csv
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| 29 |
509082a5c04ae29466c28ec96c177387f9ff66da470b99af178953056ccc1ef0 data/splits/six_setting_splits.csv
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| 30 |
-
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| 31 |
75ba7cae77eb6bd019f5a2f0155108d73148171e5064a111fdce8c49176461c5 docs/confidence_probe_prompt.txt
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| 32 |
4633e3d95870ba855d07c972fefcdbf31ea22b48f35602530049abfb46872cee docs/license_audit.md
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| 33 |
4069d4aaf1975279342af805c24b28c9c92617ae85c4e1d3ee6f6f37636e91bc docs/primary_confidence_probe_prompt.txt
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| 34 |
-
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| 35 |
abcfeff67504846bd853c573170fa2650761ebc6356b241b1149bffa34417c01 docs/reconstruction.md
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| 36 |
869838a59adf5ece35a1a8f0c80e177c38c171321714f0e104c8e4fbaba2b257 docs/schema.md
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964edfed0886c1fc54ef447ed6adf8592b5b42063356bf5a8ba7097f82548798 registry/benchmarks.csv
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@@ -39,6 +39,6 @@ abcfeff67504846bd853c573170fa2650761ebc6356b241b1149bffa34417c01 docs/reconstru
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1a97156270d9fcec83019bef45e7ce9f7eaf61befd1cbcc736f6f27800bb2187 registry/experiments.csv
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0b27a71a1bc8ce61efeadec7722cabc566286e5a335cf213fa21b05fcdc4d3c4 registry/models.csv
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e263c1473f08b37726726ee8b7c206f6799fa79e4fd1a128ee121ec3197c8ca5 registry/protocols.csv
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-
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3aea6a2d356a1809b69c3e8b0aaf9c54dfe05cbf73d5e2368f06e9f47c90aa70 registry/schema.json
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8e69d6584f3d059969eeb8a6515aa621305f1e223ebd4ffc501731b9f14c20b2 validate.py
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| 1 |
be06f3a4e4d079f7a34cf319636f88050fca605ca7c3f02c595e36daabd214c4 CITATION.cff
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| 2 |
fe34eb7ac34537c21249e1ff6c9cf7b863eb611f844c0cb212ea358576e32887 LICENSE
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| 3 |
37d5e9d642d6684659d096bd8ebb5ea2de7ccc487fcdb2e4479dfa073c322f23 NOTICE
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| 4 |
+
6d5a8469900a3e9659123d0047874491b2b5019b52cc2eedb47b80a3e8615a76 README.md
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| 5 |
+
d27d1195b4be7c75016ca83096d658548d1127de709c11061c733dc940e7c6e9 TODO.md
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| 6 |
aad9af7b8ae8cbee7a7d73ecb7393cbb5adcb6ded6d5ec924dc8d1487e34c045 data/aggregate/failure_and_protocol_value_targets.csv
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| 7 |
ff064f045fcfab7e352d58f56070d98c3d1461e6cf44d3dfa0c5b108713c3fa9 data/aggregate/heldout_router_evaluation.csv
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| 8 |
2e77e2a2fd25c7621d195a9b27686fffd1b7e82b5bd768431c9557d8c9f00771 data/aggregate/heldout_router_paired_differences.csv
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|
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e1b90366deb1815c19748a53c30845c2285d1a20610c647afbf070ff1f2b6543 data/router/six_setting_text_metadata_verification.csv
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4019fa49262089d7db28c713e6cc22ccf9bc015a7e626d3ce89c0b16a0e00a67 data/splits/primary_omnimath_splits.csv
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| 29 |
509082a5c04ae29466c28ec96c177387f9ff66da470b99af178953056ccc1ef0 data/splits/six_setting_splits.csv
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| 30 |
+
0cf04aad47ea797ebdb01b157876079dfcb0ff6410ebb5faf62b103e5abb3030 docs/anonymization_report.md
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| 31 |
75ba7cae77eb6bd019f5a2f0155108d73148171e5064a111fdce8c49176461c5 docs/confidence_probe_prompt.txt
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| 32 |
4633e3d95870ba855d07c972fefcdbf31ea22b48f35602530049abfb46872cee docs/license_audit.md
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4069d4aaf1975279342af805c24b28c9c92617ae85c4e1d3ee6f6f37636e91bc docs/primary_confidence_probe_prompt.txt
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| 34 |
+
d87a9acf2af53272149b95d0e6cb3a80cdeb31c5bbd3c8309d4c076199e232aa docs/provenance.md
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| 35 |
abcfeff67504846bd853c573170fa2650761ebc6356b241b1149bffa34417c01 docs/reconstruction.md
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| 36 |
869838a59adf5ece35a1a8f0c80e177c38c171321714f0e104c8e4fbaba2b257 docs/schema.md
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964edfed0886c1fc54ef447ed6adf8592b5b42063356bf5a8ba7097f82548798 registry/benchmarks.csv
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|
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| 39 |
1a97156270d9fcec83019bef45e7ce9f7eaf61befd1cbcc736f6f27800bb2187 registry/experiments.csv
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| 40 |
0b27a71a1bc8ce61efeadec7722cabc566286e5a335cf213fa21b05fcdc4d3c4 registry/models.csv
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e263c1473f08b37726726ee8b7c206f6799fa79e4fd1a128ee121ec3197c8ca5 registry/protocols.csv
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+
09b56c1583699d9ca6915a5840cc57e0e0a882ed7e320c104f632140098767bc registry/release_manifest.json
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3aea6a2d356a1809b69c3e8b0aaf9c54dfe05cbf73d5e2368f06e9f47c90aa70 registry/schema.json
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8e69d6584f3d059969eeb8a6515aa621305f1e223ebd4ffc501731b9f14c20b2 validate.py
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registry/release_manifest.json
CHANGED
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@@ -39,7 +39,7 @@
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"used_for": "data/aggregate/*.csv"
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},
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{
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-
"name": "
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"used_for": "data/matched_labels.csv, data/splits/six_setting_splits.csv, data/router/*, data/confidence/six_setting_*"
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},
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{
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@@ -213,9 +213,9 @@
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],
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"known_discrepancies": [
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{
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-
"item": "3 of 4181 OmniMath gpt-oss-120b problems disagree between the primary routing table and the
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"effect": "baseline solve rate 56.76% vs 56.83%; oracle label flips single_agent -> baseline_llm",
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-
"resolution": "the
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},
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{
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"item": "primary confidence probe clean-parse rate is 0.7329 (test) / 0.7380 (dev)",
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"used_for": "data/aggregate/*.csv"
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},
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{
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+
"name": "post_review_analysis_2026-07-12..14",
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"used_for": "data/matched_labels.csv, data/splits/six_setting_splits.csv, data/router/*, data/confidence/six_setting_*"
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},
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{
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|
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],
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"known_discrepancies": [
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{
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+
"item": "3 of 4181 OmniMath gpt-oss-120b problems disagree between the primary routing table and the post-review matched labels (omni2_94, omni2_3997, omni2_4006)",
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"effect": "baseline solve rate 56.76% vs 56.83%; oracle label flips single_agent -> baseline_llm",
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+
"resolution": "the post-review labels are staged, because they reproduce the published anc/ aggregates exactly; cause not determined"
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},
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{
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"item": "primary confidence probe clean-parse rate is 0.7329 (test) / 0.7380 (dev)",
|