- time
- 2026-09-30 23:43:10
- pipeline
- isu_pipeline
- run
- pilot_20260930_2338
- step
- people_llm
- object
- Софья ЛЕОНТЬЕВА
- model_requested
- anthropic/claude-haiku-4.5
- model_returned
- anthropic/claude-haiku-4.5
- provider
- Amazon Bedrock
- latency_s
- 5.95
- prompt_tokens
- 7917
- completion_tokens
- 385
- cost_usd
- 0.009842
- finish_reason
- stop
- json_error
- False
- review_verdict
- review_note
- call_id
- e6ac3b73-bd69-406f-98f5-60e05841c124
Answer
{
"why": "The current card 9723727 (Sofya Alekseevna Leonteva) is the best match for the 2019 result. The row shows a 3rd sport rank novice girl born in 2010 competing in February 2019. Card 9723727 has 23 results with birth year 2010 printed, competes in singles novice category, and has consistent progression from 3rd sport rank (visible in early career) through 1st sport rank by 2022-2024. The score of 33.82 in 2019 fits the progression pattern (scores were lower in early years, reaching 99-142 by 2022-2024). The patronymic 'Alekseevna' in the card matches the name structure. Alternative cards are clearly different people: card 9716235 (LEONOVA, different surname, competing 2025 at 3rd youth level), card 9656781 (LOKTEVA, different surname, born 2014, different region), card 9656109 (LAMTEVA, different surname, different region), card 9649678 (LEONOVA, born 2015, different region/clubs), card 9667665 (LAPTEVA, different surname, 2017 results from Pskov), card 8856473 (ice dance discipline, born 2005, senior level - completely different person despite name similarity).",
"card": null,
"slot": null,
"decision": "keep",
"followups": [],
"confidence": "high",
"same_person": []
}Task
A result row was linked to athlete card(s) by the loader, but the linkage is uncertain: several cards share the name, or the printed name matched a card only after dropping the patronymic / reordering words / transliterating. For each person on the row decide which card it is. Options: 'keep' (the current card is right), 'card' (replace the person in slot `slot` with card `card` from `alternatives`), 'new' (the person in slot `slot` is someone who has no card yet). Evidence to weigh: birth date vs the category and age step, club and region continuity, discipline and partner, score level and its progression over time, dates (one person cannot skate two events at the same time), how the name is written (a patronymic in one protocol and not in another is normal in Russian protocols; a different patronymic means a different person). Namesakes are common among children. You MUST decide; if in doubt pick the most likely option and set confidence 'low'. If several cards in the dossier (current or alternatives) look like one and the same person split across cards, list each such group in `same_person` with the card ids and your confidence; nothing is merged here, a separate review reads these groups. Put anything else that should be corrected or checked later (a wrong birth date, a suspicious career) into `followups`; you do not apply them.
Dossier
{
"row": {
"printed": "Софья ЛЕОНТЬЕВА",
"event": "Кубок «Серебряные коньки», Москва, 2019-02-06",
"category": "3-Й СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"flag": "RUS",
"club_or_region_printed": null,
"place": 12,
"total": "33.82",
"segments": {
"FS": "33.82"
},
"birth_years_printed": [
2010
],
"category_years": []
},
"people_on_row": [
{
"current_card": {
"card": 9723727,
"name": "Sofya Alekseevna Leonteva",
"latin": "Sofya Alekseevna Leonteva",
"gender": "women",
"birth_date": null,
"results_total": 25,
"last_starts": [
{
"date": "2024-02-09",
"event": "Sports Capital Cup",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ - ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) 1 СПОРТИВНЫЙ РАЗРЯД KП ПП ФИО",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "АНО ЦРС Столица",
"flag": "RUS",
"place": 7,
"total": "112.81",
"partner": null
},
{
"date": "2023-11-25",
"event": "Proskurin Memorial",
"level": "national_other",
"category": "1 Спортивный разряд, Девочки, Девушки (9-12 лет, 11-17 лет)",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "АНО ЦРС Столица",
"flag": "RUS",
"place": 5,
"total": "142.04",
"partner": null
},
{
"date": "2023-10-07",
"event": "Figurist Trophy",
"level": "national_other",
"category": "Турнир на призы сети магазинов Фигурист ОДИНОЧНОЕ КАТАНИЕ 1 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "АНО ЦРС Столица",
"flag": "RUS",
"place": 9,
"total": "123.41",
"partner": null
},
{
"date": "2022-04-26",
"event": "Kosino April Trophy",
"level": "national_other",
"category": "1 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": null,
"flag": "RUS",
"place": 9,
"total": "99.07",
"partner": null
},
{
"date": "2022-02-16",
"event": "Defender of the Fatherland Day Trophy",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "ГБУ СШ Косино",
"flag": "RUS",
"place": 3,
"total": "121.77",
"partner": null
},
{
"date": "2022-02-14",
"event": "Defender's Day Trophy",
"level": "national_other",
"category": "ЛД Марьино ОДИНОЧНОЕ КАТАНИЕ 1 СПOPТИВНЫЙ РАЗРЯД ДЕВОЧКИ (9-12 лет), ДЕВУШКИ (11-17 лет)",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "ГБУ СШ Косино",
"flag": "RUS",
"place": 6,
"total": "106.94",
"partner": null
}
],
"spellings": [
"Sofya Alekseevna Leonteva"
],
"birth_years_printed": {
"2010": 23
},
"clubs_printed": [
"АНО ЦРС Столица",
"ГБУ СШ Косино",
"ГБУ СШ Косино Москомспорта",
"Спортивная школа олимпийского резерва",
"СШОР №23"
]
},
"alternatives": [
{
"card": 9716235,
"name": "Софья ЛЕОНОВА",
"latin": "Sofya LEONOVA",
"gender": "women",
"birth_date": null,
"results_total": 5,
"last_starts": [
{
"date": "2025-05-14",
"event": "Golden Trophy",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3youth",
"club": null,
"flag": "RUS",
"place": 53,
"total": "10.77",
"partner": null
},
{
"date": "2025-05-10",
"event": "Crystal Ice",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3youth",
"club": null,
"flag": "RUS",
"place": 45,
"total": "9.70",
"partner": null
},
{
"date": "2025-05-05",
"event": "Kamensk-Uralsky Trophy",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3youth",
"club": null,
"flag": "RUS",
"place": 32,
"total": "8.68",
"partner": null
},
{
"date": "2025-04-08",
"event": "Refta Trophy",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3youth",
"club": null,
"flag": "RUS",
"place": 44,
"total": "8.59",
"partner": null
},
{
"date": "2025-03-23",
"event": "Copper Skate Trophy",
"level": "national_other",
"category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3youth",
"club": null,
"flag": "RUS",
"place": 81,
"total": "10.45",
"partner": null
}
],
"spellings": [
"Софья ЛЕОНОВА"
],
"birth_years_printed": {},
"clubs_printed": []
},
{
"card": 9656781,
"name": "Софья ЛОКТЕВА",
"latin": "Sofya LOKTEVA",
"gender": "women",
"birth_date": null,
"results_total": 16,
"last_starts": [
{
"date": "2026-04-25",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "2 cпoртивный рaзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": "г. Долгопрудный, АУ \"ФСК - \"Салют\"",
"flag": "RUS",
"place": 34,
"total": "64.95",
"partner": null
},
{
"date": "2026-02-28",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "2 cпopтивный paзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": null,
"flag": "RUS",
"place": 35,
"total": "64.45",
"partner": null
},
{
"date": "2026-02-07",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "2 cпoртивный рaзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": "г. Долгопрудный, АУ \"ФСК - \" Салют\"",
"flag": "RUS",
"place": 20,
"total": "61.46",
"partner": null
},
{
"date": "2025-06-14",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "3 cпopтивный рaзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": "г. Долгопрудный, АУ ФСК \"Салют\"",
"flag": "RUS",
"place": 6,
"total": "35.85",
"partner": null
},
{
"date": "2025-06-07",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "3 cпoртивный рaзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": "г. Долгопрудный, АУ \"ФСК - \"Салют\"",
"flag": "RUS",
"place": 11,
"total": "35.97",
"partner": null
},
{
"date": "2024-12-14",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "3 cпoртивный рaзряд, дeвушки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": "г. Долгопрудный, АУ \"ФСК - \"Салют\"",
"flag": "RUS",
"place": 12,
"total": "32.75",
"partner": null
}
],
"spellings": [
"Sofya Lokteva",
"София ЛОКТЕВА",
"Софья ЛОКТЕВА",
"Софья Сергеевна ЛОКТЕВА"
],
"birth_years_printed": {
"2014": 1
},
"clubs_printed": [
"г. Долгопрудный, АУ \"ФСК - \"Салют\"",
"г. Долгопрудный, АУ \"ФСК - \" Салют\"",
"г. Долгопрудный, АУ ФСК \"Салют\"",
"г.о. Долгопрудный, АУ \"ФСК - \"Салют\"",
"г.о. Долгопрудный, АУ ‹ ФСК - ‹ Салют ›"
]
},
{
"card": 9656109,
"name": "Софья ЛАМТЕВА",
"latin": "Sofya LAMTEVA",
"gender": "women",
"birth_date": null,
"results_total": 5,
"last_starts": [
{
"date": "2022-04-09",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "1 юнoшecкий, дeвoчки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1youth",
"club": "г.о. Мытищи, МБУ «СШ «Авангард»",
"flag": "RUS",
"place": 4,
"total": "36.69",
"partner": null
},
{
"date": "2022-03-26",
"event": "Moscow Region Competitions",
"level": "national_other",
"category": "1 юнoшecкий рaзряд, дeвoчки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1youth",
"club": "г. Мытищи, МБУ «СШ «Авангард»",
"flag": "RUS",
"place": 9,
"total": "31.49",
"partner": null
},
{
"date": "2021-03-30",
"event": "Moscow Region Inter-Municipal Competition",
"level": "national_other",
"category": "2-й юношеский разряд, дeвочки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2youth",
"club": "Московская область, Мытищи, МБУ СШ «Авангард»",
"flag": "RUS",
"place": 5,
"total": "28.72",
"partner": null
},
{
"date": "2021-02-25",
"event": "Moscow Region Inter-Municipal Competition",
"level": "national_other",
"category": "2 юн. дeвочки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2youth",
"club": "СШ \"Авангард\", г. Мытищи",
"flag": "RUS",
"place": 8,
"total": "26.57",
"partner": null
},
{
"date": "2020-10-31",
"event": "Moscow Region Inter-Municipal Competition",
"level": "national_other",
"category": "2 юношеский разряд, дeвочки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2youth",
"club": "г.о. Мытищи, МБУ СШ \"Авангард\"",
"flag": "RUS",
"place": 15,
"total": "26.07",
"partner": null
}
],
"spellings": [
"Софья ЛАМТЕВА"
],
"birth_years_printed": {},
"clubs_printed": [
"г.о. Мытищи, МБУ «СШ «Авангард»",
"г. Мытищи, МБУ «СШ «Авангард»",
"Московская область, Мытищи, МБУ СШ «Авангард»",
"СШ \"Авангард\", г. Мытищи",
"г.о. Мытищи, МБУ СШ \"Авангард\""
]
},
{
"card": 9649678,
"name": "Софья ЛЕОНОВА",
"latin": "Sofya LEONOVA",
"gender": "women",
"birth_date": "2015-01-01",
"results_total": 7,
"last_starts": [
{
"date": "2025-11-29",
"event": "Yoshkar-Ola City Cup",
"level": "national_other",
"category": "КУБОК ГОРОДА ЙОШКАР-ОЛЫ ПО ФИГУРНОМУ КАТАНИЮ НА КОНЬКАХ 2-Й СПОРТИВНЫЙ ДЕВОЧКИ рождения разряд сумма",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": "Казань, МБУ ФСО СШ \"Стрела\"",
"flag": "RUS",
"place": 2,
"total": "31.17",
"partner": null
},
{
"date": "2025-05-11",
"event": "VES Trophy",
"level": "national_other",
"category": "2 СПОРТИВНЫЙ РАЗРЯД - ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": null,
"flag": "RUS",
"place": 6,
"total": "89.47",
"partner": null
},
{
"date": "2025-05-08",
"event": "Chelny Cup",
"level": "national_other",
"category": "2 cпортивный разряд - девочки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2sport",
"club": null,
"flag": "RUS",
"place": 9,
"total": "83.13",
"partner": null
},
{
"date": "2025-04-08",
"event": "Tatarstan Cup Stage 2",
"level": "national_other",
"category": "3 СП РАЗРЯД - ДЕВОЧКИ ДЕВУШКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": null,
"flag": "RUS",
"place": 3,
"total": "47.45",
"partner": null
},
{
"date": "2025-03-01",
"event": "Medvedevsky District Championships",
"level": "national_other",
"category": "III СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": "Республика Татарстан, Казань, ФСО",
"flag": "RUS",
"place": 1,
"total": "45.87",
"partner": null
},
{
"date": "2025-02-09",
"event": "Nizhny Novgorod Region Cup Stage 4",
"level": "national_other",
"category": "3-й спoртивный разряд, дeвочки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_3sport",
"club": null,
"flag": "RUS",
"place": 3,
"total": "44.04",
"partner": null
}
],
"spellings": [
"Софья ЛЕОНОВА",
"Софья Юрьевна ЛЕОНОВА"
],
"birth_years_printed": {
"2015": 2
},
"clubs_printed": [
"Казань, МБУ ФСО СШ \"Стрела\"",
"Республика Татарстан, Казань, ФСО",
"Казань, СШ \"Стрела\""
]
},
{
"card": 9667665,
"name": "София ЛАПТЕВА",
"latin": "Sofiya LAPTEVA",
"gender": "women",
"birth_date": null,
"results_total": 2,
"last_starts": [
{
"date": "2017-02-17",
"event": "Pskov Region Cup",
"level": "national_other",
"category": "1-й cпopтивный, дeвoчки",
"discipline": "singles",
"age_group": "novice",
"step": "rus_1sport",
"club": "Псков, \"Дирекция спортивных сооружений\"",
"flag": "RUS",
"place": 33,
"total": "80.43",
"partner": null
},
{
"date": null,
"event": "Veliky Novgorod Open",
"level": "national_other",
"category": "2 юн.р-д девочки 2006 и старше",
"discipline": "singles",
"age_group": "novice",
"step": "rus_2youth",
"club": "ГАУ ПО ДСС, г.Псков",
"flag": "RUS",
"place": 12,
"total": "20.68",
"partner": null
}
],
"spellings": [
"София ЛАПТЕВА"
],
"birth_years_printed": {},
"clubs_printed": [
"Псков, \"Дирекция спортивных сооружений\"",
"ГАУ ПО ДСС, г.Псков"
]
},
{
"card": 8856473,
"name": "Sofia LEONTEVA",
"latin": "Sofia LEONTEVA",
"gender": "women",
"birth_date": "2005-03-05",
"results_total": 47,
"last_starts": [
{
"date": "2026-03-06",
"event": "Russian Grand Prix Final",
"level": "national_series",
"category": "Танцы на льду, МС",
"discipline": "dance",
"age_group": "senior",
"step": "rus_ms",
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": 6,
"total": "198.58",
"partner": "Daniil GORELKIN"
},
{
"date": "2025-12-17",
"event": "Russian Championships",
"level": "national_champs",
"category": "Танцы на льду, МС",
"discipline": "dance",
"age_group": "senior",
"step": "rus_ms",
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": 7,
"total": "190.08",
"partner": "Daniil GORELKIN"
},
{
"date": "2025-10-22",
"event": "Russian Grand Prix – Magnitka Stars",
"level": "national_series",
"category": "Танцы на льду, МС",
"discipline": "dance",
"age_group": "senior",
"step": "rus_ms",
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": 2,
"total": "191.75",
"partner": "Daniil GORELKIN"
},
{
"date": "2025-02-13",
"event": "Russian Grand Prix Final",
"level": "national_series",
"category": "Танцы на льду",
"discipline": "dance",
"age_group": "senior",
"step": null,
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": null,
"total": null,
"partner": "Daniil GORELKIN"
},
{
"date": "2024-12-18",
"event": "Russian Championships",
"level": "national_champs",
"category": "Танцы на льду",
"discipline": "dance",
"age_group": "senior",
"step": null,
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": 7,
"total": "194.89",
"partner": "Daniil GORELKIN"
},
{
"date": "2024-11-20",
"event": "Russian Grand Prix – Neva Ice",
"level": "national_series",
"category": "Танцы на льду, МС",
"discipline": "dance",
"age_group": "senior",
"step": "rus_ms",
"club": "Москва, МАФКК - школа \"Мечта\"",
"flag": "RUS",
"place": 4,
"total": "197.71",
"partner": "Daniil GORELKIN"
}
],
"spellings": [
"Sofia LEONTEVA",
"Sofia LEONTIEVA",
"Sofya Leonteva",
"Софья Алексеевна ЛЕОНТЬЕВА",
"Софья Константиновна ЛЕОНТЬЕВА",
"Софья ЛЕОНТЬЕВА"
],
"birth_years_printed": {},
"clubs_printed": [
"Москва, МАФКК - школа \"Мечта\"",
"Москва, МАФКК, школа \"Мечта\"",
"Москва, МАФКК школа \"Мечта\"",
"АНО ЦРС Столица",
"Спортивная школа Столица"
]
}
]
}
]
}System
You help maintain a figure skating results database. Decide strictly from the dossier. Choose only among the options given. If the evidence is insufficient, answer 'unsure'. Reply with a single JSON object: {"decision": "keep"|"card"|"new", "slot": <card id being replaced or null>, "card": <card id or null>, "confidence": "high"|"medium"|"low", "why": "...", "same_person": [{"cards": [<id>, <id>, ...], "confidence": "high"|"medium"|"low", "why": "..."}], "followups": [{"card": <id>, "issue": "...", "suggestion": "..."}]} Output only the JSON object: no text before or after it, no Markdown, no code fences. Put all your reasoning into the "why" field.Raw model text
```json
{
"decision": "keep",
"slot": null,
"card": null,
"confidence": "high",
"why": "The current card 9723727 (Sofya Alekseevna Leonteva) is the best match for the 2019 result. The row shows a 3rd sport rank novice girl born in 2010 competing in February 2019. Card 9723727 has 23 results with birth year 2010 printed, competes in singles novice category, and has consistent progression from 3rd sport rank (visible in early career) through 1st sport rank by 2022-2024. The score of 33.82 in 2019 fits the progression pattern (scores were lower in early years, reaching 99-142 by 2022-2024). The patronymic 'Alekseevna' in the card matches the name structure. Alternative cards are clearly different people: card 9716235 (LEONOVA, different surname, competing 2025 at 3rd youth level), card 9656781 (LOKTEVA, different surname, born 2014, different region), card 9656109 (LAMTEVA, different surname, different region), card 9649678 (LEONOVA, born 2015, different region/clubs), card 9667665 (LAPTEVA, different surname, 2017 results from Pskov), card 8856473 (ice dance discipline, born 2005, senior level - completely different person despite name similarity).",
"same_person": [],
"followups": []
}
```Usage
{
"cost": 0.009842,
"is_byok": false,
"cost_details": {
"upstream_inference_cost": 0.009842,
"upstream_inference_prompt_cost": 0.007917,
"upstream_inference_completions_cost": 0.001925
},
"total_tokens": 8302,
"prompt_tokens": 7917,
"completion_tokens": 385,
"prompt_tokens_details": {
"audio_tokens": 0,
"video_tokens": 0,
"cached_tokens": 0,
"cache_write_tokens": 0
},
"completion_tokens_details": {
"audio_tokens": 0,
"image_tokens": 0,
"reasoning_tokens": 0
}
}