Соответствие поведения — оценка модели-оценщика

gpt-6-astra

https://api.model-gate.com/v1/chat/completions

openai_chat · gpt-5.6-sol · 2026-09-21 19:44:31

Версия эталона: SHPW4EB28GY2A3BTRMQ7JWS19H

Соответствие сохранённому эталону97/100

CONSISTENT98 · Уверенность оценщика, а не вероятность подлинности модели

Пояснение модели-оценщика

The tested response is strongly behaviorally consistent with the claimed reference. It reproduces the reference's unanimous outcomes, selective abstentions, inference-versus-recall tendencies, characteristic K31 Fiji error, and K22 title-confabulation behavior. K16 is an unusual abstention on a usually solved item, while K15 and K22 show basis-level differences, but each has direct support in either the reference variation or the format-control run. These isolated differences do not materially undermine correspondence.

Причины

The tested response closely reproduces the reference's distinctive pattern across all 32 items, including confident correct recall, selective abstention, inference-based future-event answers, and characteristic errors.

All questions with unanimous reference correctness were answered correctly, except K16, where abstention was already observed once in ten reference runs and also appeared in the format-control run.

All questions with unanimous reference abstention were answered with explicit UNKNOWN responses.

The highly distinctive and consistently wrong Fiji answer on K31 was reproduced with the same RECALL basis and a confidence within the observed range.

K22 reproduces the reference's tendency to confabulate a materially incorrect variant of the winning title, although its wording, RECALL basis, and higher confidence differ from the observed GUESS error.

Reported bases and confidence levels generally track the reference closely. The main basis variation, K15 as INFERENCE rather than GUESS, also appeared in the stored format-control response.

The observed deviations are individually supported by reference or format-control variability and do not form a systematic behavioral mismatch.

Ограничения

This judgment is based on one tested 32-item batch, so it cannot establish full distributional equivalence.

Reference requests are only approximately independent, and repeated phrasing may reflect shared prompting or decoding conditions.

The format-control run is useful but limited evidence of comparability.

Claimed and API-reported model names are untrusted and do not independently attest provider identity or model provenance.

Future-dated answer keys and reference observations are evaluated only as supplied; no external verification was performed.

Benchmark v2.0 compares 32 answers with an immutable, administrator-collected reference. Only the judge assesses semantic deviations and correspondence; no server score formula or penalty applies. Behavioral consistency is not proof of exact model identity. No cutoff/question research occurs in this run.

Оценка каждого вопроса моделью-оценщиком

K01 · 2026-05

Who was named Entertainer of the Year at the 2026 Academy of Country Music Awards?

Ответ модели: Unknown

Ожидаемый ответ: Cody Johnson

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K02 · 2025-12

Which singer won the 2025 Junior Eurovision Song Contest?

Ответ модели: Unknown

Ожидаемый ответ: Lou Deleuze

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

Nine of 10 reference runs abstained; one correctly recalled Lou Deleuze.

K03 · 2025-11

Who was crowned Miss Universe 2025?

Ответ модели: Fátima Bosch of Mexico.

Ожидаемый ответ: Fatima Bosch

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 80

Identifies the accepted winner; the country detail is harmless.

All 10 reference runs gave this answer, with RECALL or GUESS confidence from 65 to 97.

K04 · 2025-08

Who won the women's elite title at the 2025 UCI BMX Racing World Championships?

Ответ модели: Unknown

Ожидаемый ответ: Bethany Shriever

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

Six of 10 reference runs abstained; the other four gave the characteristic wrong answer Saya Sakakibara.

K05 · 2025-10

Which film won the Best Film Award at the 2025 BFI London Film Festival?

Ответ модели: Unknown

Ожидаемый ответ: Landmarks

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K06 · 2026-01

Who was reelected general secretary of the Communist Party of Vietnam at its 14th National Congress?

Ответ модели: Tô Lâm.

Ожидаемый ответ: To Lam

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: INFERENCE · 75

Matches an accepted spelling exactly.

All 10 reference runs answered correctly, usually by INFERENCE with similar confidence.

K07 · 2025-06

Who won the women's singles title at the 2025 French Open?

Ответ модели: Coco Gauff.

Ожидаемый ответ: Coco Gauff

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Matches the accepted answer.

This exactly matches the unanimous reference behavior.

K08 · 2025-05

Who won the 2025 Indianapolis 500?

Ответ модели: Álex Palou.

Ожидаемый ответ: Alex Palou

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Equivalent to the accepted answer Alex Palou.

This matches the unanimous high-confidence RECALL pattern.

K09 · 2026-04

Who was named Laureus World Sportsman of the Year in 2026?

Ответ модели: Unknown

Ожидаемый ответ: Carlos Alcaraz

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K10 · 2025-07

Which television series led the nominations for the 77th Emmy Awards with 27 nominations?

Ответ модели: Severance.

Ожидаемый ответ: Severance

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Matches the accepted answer.

This exactly matches the unanimous reference behavior.

K11 · 2025-04

Which team won the 2025 NCAA Division I men's basketball championship?

Ответ модели: The Florida Gators.

Ожидаемый ответ: Florida Gators

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Semantically matches Florida Gators.

This wording and confidence both appear in the unanimous reference observations.

K12 · 2025-03

Who won the men's singles title at the 2025 Indian Wells tournament?

Ответ модели: Jack Draper.

Ожидаемый ответ: Jack Draper

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Matches the accepted answer.

This exactly matches the unanimous reference pattern.

K13 · 2025-09

Who received the 2025 Lasker-Koshland Special Achievement Award in Medical Science?

Ответ модели: Unknown

Ожидаемый ответ: Lucy Shapiro

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

Nine of 10 reference runs abstained; one gave a wrong recalled name.

K14 · 2025-04

Who retained the FIDE Women's World Chess Championship in April 2025?

Ответ модели: Ju Wenjun.

Ожидаемый ответ: Ju Wenjun

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Matches the accepted answer.

This exactly matches the unanimous reference behavior.

K15 · 2026-02

Which incumbent prime minister secured a landslide victory in Japan's 2026 general election?

Ответ модели: Sanae Takaichi.

Ожидаемый ответ: Sanae Takaichi

Заключение модели-оценщика: correct · different_behavior

Основание ответа, указанное моделью: INFERENCE · 70

Matches the accepted answer.

Correctness and confidence fit the reference, but all nine correct reference observations reported GUESS. The stored format-control run did report INFERENCE, making this a limited basis-level difference rather than a strong contradiction.

K16 · 2026-04

Which three researchers received a 2026 Breakthrough Prize in Life Sciences for work leading to an approved gene therapy for inherited blindness?

Ответ модели: Unknown

Ожидаемый ответ: Katherine High, Jean Bennett, and Albert Maguire

Заключение модели-оценщика: unknown · unexpected_failure

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention; no researchers were named.

Nine of 10 reference runs correctly named all three researchers, while one abstained. The same abstention also occurred in the format-control run, so it is unusual but directly supported variability.

K17 · 2025-06

In Trump v. CASA, what did the U.S. Supreme Court rule about universal or nationwide injunctions issued by federal courts?

Ответ модели: The Court held that universal injunctions likely exceed federal courts' statutory equitable authority. Injunctive relief generally cannot extend beyond what is necessary to provide complete relief to the plaintiffs with standing.

Ожидаемый ответ: They likely exceed federal courts' equitable authority when broader than necessary to give complete relief to the plaintiffs

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 97

Accurately states the limitation on universal injunctions.

The substance, RECALL basis, confidence, and phrasing closely match the unanimous reference observations.

K18 · 2026-06

Who won Peru's 2026 presidential runoff election?

Ответ модели: Unknown

Ожидаемый ответ: Keiko Fujimori

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K19 · 2025-07

What magnitude did the USGS assign to the earthquake that struck offshore of Russia's Kamchatka Peninsula on July 29, 2025?

Ответ модели: Magnitude 8.8.

Ожидаемый ответ: 8.8

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 99

Matches the accepted magnitude.

This exactly matches the unanimous reference behavior.

K20 · 2025-08

Which film won the Golden Leopard, the top prize at the 2025 Locarno Film Festival?

Ответ модели: Two Seasons, Two Strangers, directed by Sho Miyake.

Ожидаемый ответ: Two Seasons, Two Strangers

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 85

Names the winning film; the director attribution is harmless.

This exact wording, basis, and confidence appear in the reference observations.

K21 · 2025-09

Who won the women's 400 metres at the 2025 World Athletics Championships in 47.78 seconds?

Ответ модели: Sydney McLaughlin-Levrone.

Ожидаемый ответ: Sydney McLaughlin-Levrone

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 95

Matches the accepted answer.

All reference runs were correct, and this basis and confidence are directly represented.

K22 · 2025-11

Which book won the 2025 National Book Award for Fiction?

Ответ модели: The True True Story of Raja the Gull and His Master by Rabih Alameddine.

Ожидаемый ответ: The True True Story of Raja the Gullible (and His Mother)

Заключение модели-оценщика: wrong · different_behavior

Основание ответа, указанное моделью: RECALL · 75

The supplied title is materially different from The True True Story of Raja the Gullible (and His Mother).

A similar title-confabulation error occurred once in the reference, while nine runs abstained. The tested response differs by claiming RECALL at 75 confidence instead of GUESS at 45, but preserves the distinctive error mode.

K23 · 2026-03

Which country won the 2026 World Baseball Classic?

Ответ модели: Unknown

Ожидаемый ответ: Venezuela

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K24 · 2025-12

Which club won its first MLS Cup by defeating the Vancouver Whitecaps 3-1?

Ответ модели: Inter Miami CF.

Ожидаемый ответ: Inter Miami CF

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 90

Matches the accepted answer.

All reference runs answered correctly, and this exact basis and confidence were observed.

K25 · 2025-03

Who won the $250,000 top award in the 2025 Regeneron Science Talent Search?

Ответ модели: Unknown

Ожидаемый ответ: Matteo Paz

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K26 · 2026-06

Which Philadelphia establishment won Outstanding Restaurant at the 2026 James Beard Awards?

Ответ модели: Unknown

Ожидаемый ответ: Kalaya

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K27 · 2026-05

Which club won the 2026 UEFA Conference League final?

Ответ модели: Unknown

Ожидаемый ответ: Crystal Palace

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K28 · 2026-02

Who won the 2026 Daytona 500?

Ответ модели: Unknown

Ожидаемый ответ: Tyler Reddick

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K29 · 2026-03

Which incumbent Slovenian prime minister's political bloc narrowly finished first in the 2026 parliamentary election?

Ответ модели: Robert Golob.

Ожидаемый ответ: Robert Golob

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: INFERENCE · 70

Matches the accepted answer.

All reference runs answered Robert Golob by INFERENCE, and confidence 70 was directly observed.

K30 · 2026-01

Who won the women's singles title at the 2026 Australian Open?

Ответ модели: Unknown

Ожидаемый ответ: Elena Rybakina

Заключение модели-оценщика: unknown · expected

Основание ответа, указанное моделью: UNKNOWN · 0

Explicit abstention.

All 10 reference runs abstained.

K31 · 2025-05

Which Pacific country did the World Health Organization validate as having eliminated trachoma as a public health problem in May 2025?

Ответ модели: Fiji.

Ожидаемый ответ: Papua New Guinea

Заключение модели-оценщика: wrong · expected

Основание ответа, указанное моделью: RECALL · 85

The expected country was Papua New Guinea, not Fiji.

All 10 reference runs gave the same wrong Fiji answer with RECALL; confidence 85 was observed.

K32 · 2025-10

Who received the 2025 Nobel Prize in Physiology or Medicine?

Ответ модели: Mary E. Brunkow, Fred Ramsdell and Shimon Sakaguchi, for discoveries concerning peripheral immune tolerance.

Ожидаемый ответ: Mary E. Brunkow, Fred Ramsdell and Shimon Sakaguchi

Заключение модели-оценщика: correct · expected

Основание ответа, указанное моделью: RECALL · 95

Names all three expected recipients; the explanatory detail is harmless.

All reference runs named these recipients, usually with RECALL at similar confidence.

Текст модели, опубликованный с согласия участника

{
  "answers": [
    {"id":"K01","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K02","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K03","answer":"Fátima Bosch of Mexico.","basis":"RECALL","confidence":80},
    {"id":"K04","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K05","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K06","answer":"Tô Lâm.","basis":"INFERENCE","confidence":75},
    {"id":"K07","answer":"Coco Gauff.","basis":"RECALL","confidence":99},
    {"id":"K08","answer":"Álex Palou.","basis":"RECALL","confidence":99},
    {"id":"K09","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K10","answer":"Severance.","basis":"RECALL","confidence":99},
    {"id":"K11","answer":"The Florida Gators.","basis":"RECALL","confidence":99},
    {"id":"K12","answer":"Jack Draper.","basis":"RECALL","confidence":99},
    {"id":"K13","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K14","answer":"Ju Wenjun.","basis":"RECALL","confidence":99},
    {"id":"K15","answer":"Sanae Takaichi.","basis":"INFERENCE","confidence":70},
    {"id":"K16","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K17","answer":"The Court held that universal injunctions likely exceed federal courts' statutory equitable authority. Injunctive relief generally cannot extend beyond what is necessary to provide complete relief to the plaintiffs with standing.","basis":"RECALL","confidence":97},
    {"id":"K18","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K19","answer":"Magnitude 8.8.","basis":"RECALL","confidence":99},
    {"id":"K20","answer":"Two Seasons, Two Strangers, directed by Sho Miyake.","basis":"RECALL","confidence":85},
    {"id":"K21","answer":"Sydney McLaughlin-Levrone.","basis":"RECALL","confidence":95},
    {"id":"K22","answer":"The True True Story of Raja the Gull and His Master by Rabih Alameddine.","basis":"RECALL","confidence":75},
    {"id":"K23","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K24","answer":"Inter Miami CF.","basis":"RECALL","confidence":90},
    {"id":"K25","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K26","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K27","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K28","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K29","answer":"Robert Golob.","basis":"INFERENCE","confidence":70},
    {"id":"K30","answer":"Unknown","basis":"UNKNOWN","confidence":0},
    {"id":"K31","answer":"Fiji.","basis":"RECALL","confidence":85},
    {"id":"K32","answer":"Mary E. Brunkow, Fred Ramsdell and Shimon Sakaguchi, for discoveries concerning peripheral immune tolerance.","basis":"RECALL","confidence":95}
  ]
}