LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:41:29
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Анастасия КАЛИНИНА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
9.91
prompt_tokens
8026
completion_tokens
842
cost_usd
0.012236
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
39895186-c84e-47bb-8b51-d4c6e62ec07e

Answer

{
  "why": "The row is from 2024-04-19 in Zelenodelsk (Tatarstan region), category '2 спортивный разряд - девочки', with score 78.77. Card 9723724 (current) shows last start 2022-02-05 in Chelny with same club, then jumps to 2024-11-09 and later 2025 results at higher level (1 спортивный разряд). Card 9584597 has birth date 2010-05-20, which fits the age group for 2024 (13-14 years old for novice category). Card 9584597's last starts show consistent participation in 2 спортивный разряд competitions in 2024-2025 with similar score levels (77.42, 81.88, 81.19). The score 78.77 fits perfectly in this progression. Card 9723724 appears to be a different person born in 2013 (based on birth_years_printed) who competed at higher levels. Card 9584597 has multiple spellings including 'Анастасия Михайловна КАЛИНИНА' which matches the patronymic in card 9723724, but the birth dates and competition patterns are distinct. The Chelny club connection in 9723724 is historical (2022), while 9584597 is from Moscow academies. The 2024-04-19 result fits 9584597's profile better.",
  "card": 9584597,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9723724,
      "issue": "Birth date missing but birth_years_printed shows 2013 from 2 results in 2022. Recent results (2024-2025) show progression to 1 спортивный разряд with higher scores (98-119), inconsistent with 2 спортивный разряд result in April 2024.",
      "suggestion": "Verify birth year and check if this card represents someone born 2013 who progressed rapidly, or if there are multiple people conflated."
    },
    {
      "card": 9584597,
      "issue": "Card shows multiple patronymics in spellings: 'Анастасия Андреевна КАЛИНИНА' and 'Анастасия Михайловна КАЛИНИНА' alongside 'Анастасия КАЛИНИНА'. Different patronymics typically indicate different people.",
      "suggestion": "Verify which patronymic is correct or if this card should be split."
    }
  ],
  "confidence": "high",
  "same_person": [
    {
      "why": "Both cards show 'Anastasiya Mikhaylovna Kalinina' / 'Анастасия Михайловна КАЛИНИНА' in spellings, but birth dates differ (9723724 shows 2013 in birth_years_printed, 9584597 shows 2010-05-20 as birth_date). The 2013 birth year in 9723724 appears in only 2 results from 2022, while 9584597 consistently shows 2010 birth year across 10 results. These could be two different people with same patronymic, or data entry errors. Requires manual review.",
      "cards": [
        9723724,
        9584597
      ],
      "confidence": "low"
    }
  ]
}

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": "Анастасия КАЛИНИНА",
    "event": "ФИНАЛ КУБКА РТ - КУБОК ФФКК РТ, Зеленодольск, 2024-04-19",
    "category": "2 cпортивный разряд - девочки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2sport",
    "flag": "RUS",
    "club_or_region_printed": "Набережные Челны, СШ \"Челны\"",
    "place": 20,
    "total": "78.77",
    "segments": {
      "FS": null,
      "SP": null
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723724,
        "name": "Anastasiya Mikhaylovna Kalinina",
        "latin": "Anastasiya Mikhaylovna Kalinina",
        "gender": "women",
        "birth_date": null,
        "results_total": 8,
        "last_starts": [
          {
            "date": "2025-12-13",
            "event": "Neftyanik Cup",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД - ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "119.39",
            "partner": null
          },
          {
            "date": "2025-11-29",
            "event": "Yoshkar-Ola City Cup",
            "level": "national_other",
            "category": "КУБОК ГОРОДА ЙОШКАР-ОЛЫ ПО ФИГУРНОМУ КАТАНИЮ НА КОНЬКАХ 1-Й СПОРТИВНЫЙ ДЕВУШКИ рождения разряд сумма",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "Набережные Челны, МБУ Челны",
            "flag": "RUS",
            "place": 3,
            "total": "44.25",
            "partner": null
          },
          {
            "date": "2025-05-08",
            "event": "Chelny Cup",
            "level": "national_other",
            "category": "1 cпортивный разряд - девушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 14,
            "total": "98.57",
            "partner": null
          },
          {
            "date": "2025-03-01",
            "event": "Yoshkin Kot Trophy",
            "level": "national_other",
            "category": "I СПОРТИВНЫЙ РАЗРЯД ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "г. Набережные Челны, МБУ СШ Челны",
            "flag": "RUS",
            "place": 10,
            "total": "106.92",
            "partner": null
          },
          {
            "date": "2024-11-09",
            "event": "Chuvash Republic Cup Stage 1",
            "level": "national_other",
            "category": "1-й cпортивный разряд, дeвочки 9-12 лет",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 14,
            "total": "102.59",
            "partner": null
          },
          {
            "date": "2022-02-05",
            "event": "Chelny Cup",
            "level": "national_other",
            "category": "2 юн paзряд - девoчки 2013 гр",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2youth",
            "club": "Набережные Челны, СШ \"Челны\"",
            "flag": "RUS",
            "place": 4,
            "total": "29.29",
            "partner": null
          }
        ],
        "spellings": [
          "Anastasiya Mikhaylovna Kalinina"
        ],
        "birth_years_printed": {
          "2013": 2
        },
        "clubs_printed": [
          "Набережные Челны, МБУ Челны",
          "г. Набережные Челны, МБУ СШ Челны",
          "Набережные Челны, СШ \"Челны\""
        ]
      },
      "alternatives": [
        {
          "card": 8882966,
          "name": "Anastasiya BALYKINA",
          "latin": "Anastasiya BALYKINA",
          "gender": "women",
          "birth_date": "2007-10-12",
          "results_total": 58,
          "last_starts": [
            {
              "date": "2025-03-06",
              "event": "Belarus Open Cup Final",
              "level": "national_other",
              "category": "MS - Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 8,
              "total": "39.54",
              "partner": null
            },
            {
              "date": "2025-01-17",
              "event": "Belarusian Championships",
              "level": "national_champs",
              "category": "MS - Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 7,
              "total": "148.51",
              "partner": null
            },
            {
              "date": "2024-12-08",
              "event": "Union Cup",
              "level": "national_other",
              "category": "Senior - Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "RCOP for cycling and ice sports / Minsk",
              "flag": "BLR",
              "place": 7,
              "total": "122.49",
              "partner": null
            },
            {
              "date": "2024-09-05",
              "event": "Belarus Open Cup 1",
              "level": "national_other",
              "category": "MS - Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 5,
              "total": "110.04",
              "partner": null
            },
            {
              "date": "2023-08-24",
              "event": "Belarus Open Cup 1",
              "level": "national_other",
              "category": "MS - Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "GCOR",
              "flag": "BLR",
              "place": 8,
              "total": "38.76",
              "partner": null
            },
            {
              "date": "2023-02-08",
              "event": "Cup of SUB 3",
              "level": "national_other",
              "category": "KMS - Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "GCOR Mn.",
              "flag": "BLR",
              "place": 4,
              "total": "142.95",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya BALYKINA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "RCOP for cycling and ice sports / Minsk",
            "GCOR",
            "GCOR Mn.",
            "Minsk",
            "Mn"
          ]
        },
        {
          "card": 8855059,
          "name": "Anastasia POLIBINA",
          "latin": "Anastasia POLIBINA",
          "gender": "women",
          "birth_date": "2000-06-30",
          "results_total": 41,
          "last_starts": [
            {
              "date": "2024-12-13",
              "event": "Polish Championships",
              "level": "national_champs",
              "category": "Ice Dancing",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": 2,
              "total": null,
              "partner": "Pavel GOLOVISHNIKOV"
            },
            {
              "date": "2024-11-20",
              "event": "Warsaw Cup",
              "level": "challenger",
              "category": "Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": 18,
              "total": "135.24",
              "partner": "Pavel GOLOVISHNIKOV"
            },
            {
              "date": "2024-11-13",
              "event": "NRW Trophy",
              "level": "international_other",
              "category": "Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": 9,
              "total": "142.04",
              "partner": "Pavel GOLOVISHNIKOV"
            },
            {
              "date": "2024-09-12",
              "event": "Lombardia Trophy",
              "level": "challenger",
              "category": "Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": null,
              "total": null,
              "partner": "Pavel GOLOVISHNIKOV"
            },
            {
              "date": "2023-12-14",
              "event": "Four Nationals Championships",
              "level": "international_other",
              "category": "Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": 7,
              "total": "145.59",
              "partner": "Pavel GOLOVISHNIKOV"
            },
            {
              "date": "2023-11-27",
              "event": "Bosphorus Cup",
              "level": "international_other",
              "category": "Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "POL",
              "place": 14,
              "total": "149.17",
              "partner": "Pavel GOLOVISHNIKOV"
            }
          ],
          "spellings": [
            "Anastasia Polibina",
            "Anastasija POLIBINA",
            "Anastasiya POLIBINA",
            "Anastasja POLIBINA",
            "Anastazja POLIBONA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "MKS Axel Torun / MKS Axel Torun",
            "LTLF Lodz / LTLF Lodz",
            "MKS Axel Torun"
          ]
        },
        {
          "card": 9584597,
          "name": "Анастасия КАЛИНИНА",
          "latin": "Anastasiya Kalinina",
          "gender": "women",
          "birth_date": "2010-05-20",
          "results_total": 16,
          "last_starts": [
            {
              "date": "2025-05-10",
              "event": "Brice Spring Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 7,
              "total": "81.88",
              "partner": null
            },
            {
              "date": "2025-04-25",
              "event": "Kudryavtsev Trophy",
              "level": "national_other",
              "category": "1 СПОРТИВНЫЙ ДЕВУШКИ 11-17 ЛЕТ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2025-04-11",
              "event": "Unity of Peoples Day Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 5,
              "total": "29.62",
              "partner": null
            },
            {
              "date": "2025-04-11",
              "event": "Unity of Peoples Day Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 6,
              "total": "81.19",
              "partner": null
            },
            {
              "date": "2024-12-11",
              "event": "Sokolniki Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 12,
              "total": "77.42",
              "partner": null
            },
            {
              "date": "2024-12-11",
              "event": "Sokolniki Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 21,
              "total": "25.33",
              "partner": null
            }
          ],
          "spellings": [
            "Анастасия Андреевна КАЛИНИНА",
            "Анастасия КАЛИНИНА",
            "Анастасия Михайловна КАЛИНИНА"
          ],
          "birth_years_printed": {
            "2010": 10
          },
          "clubs_printed": [
            "ГБУ ДО Московская академия фигурного катания на",
            "СШОР Сокольники (Юность Москвы)",
            "СШОР Сокольники (ФСО Юность Москвы)",
            "СШ \"Спорт-индустрия\", г. Великий Новгород",
            "ГОАОУ ДО ДЮСШ Спорт-Индустрия, ВН"
          ]
        },
        {
          "card": 8943838,
          "name": "Anastasiya KALUGINA",
          "latin": "Anastasiya KALUGINA",
          "gender": "women",
          "birth_date": null,
          "results_total": 11,
          "last_starts": [
            {
              "date": "2019-02-16",
              "event": "Boguslav Open",
              "level": "national_other",
              "category": "Ladies Silver 4",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": "22.93",
              "partner": null
            },
            {
              "date": "2018-12-22",
              "event": "Lviv Cup St. Nicholas",
              "level": "international_other",
              "category": "Ladies Silver 4",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 3,
              "total": "24.38",
              "partner": null
            },
            {
              "date": "2018-10-27",
              "event": "Poltava Cup",
              "level": "national_other",
              "category": "Ladies Silver 12-14",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2018-01-27",
              "event": "Lviv Trophy",
              "level": "international_other",
              "category": "Girls Silver 2004-2005",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 1,
              "total": "27.19",
              "partner": null
            },
            {
              "date": "2017-11-22",
              "event": "Vinnitsa Trophy",
              "level": "international_other",
              "category": "Girls Silver 3",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": "30.30",
              "partner": null
            },
            {
              "date": "2017-10-22",
              "event": "Championship of Boguslav",
              "level": "national_other",
              "category": "Ladies Silver 4-5",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": "19.96",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya KALUGINA"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 8933928,
          "name": "Anastasiya KALINA",
          "latin": "Anastasiya KALINA",
          "gender": "women",
          "birth_date": null,
          "results_total": 9,
          "last_starts": [
            {
              "date": "2020-11-10",
              "event": "Cup of Ukraine for Young Skaters 1",
              "level": "national_other",
              "category": "Ladies 2010-2011",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 26,
              "total": "23.07",
              "partner": null
            },
            {
              "date": "2019-03-04",
              "event": "Cup of Ukraine for Young Skaters 5",
              "level": "national_other",
              "category": "Ladies 2010",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 15,
              "total": "22.69",
              "partner": null
            },
            {
              "date": "2019-02-16",
              "event": "Boguslav Open",
              "level": "national_other",
              "category": "Ladies A 2010+",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 6,
              "total": "21.59",
              "partner": null
            },
            {
              "date": "2019-01-29",
              "event": "Cup of Ukraine for Young Skaters 4",
              "level": "national_other",
              "category": "Lasied 2010 +",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2018-12-14",
              "event": "Cup of Ukraine for Young Skaters 3",
              "level": "national_other",
              "category": "Ladies B 2009",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 9,
              "total": null,
              "partner": null
            },
            {
              "date": "2018-11-24",
              "event": "Ukrainian Mal'vy",
              "level": "international_other",
              "category": "Ladies 2009+ B1",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 6,
              "total": "21.25",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya KALINA"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9659153,
          "name": "Анастасия КАЛИНИНА",
          "latin": "Anastasiya KALININA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2026-02-08",
              "event": "Izhevsk Snowflake",
              "level": "national_other",
              "category": "3 cпopтивный paзpяд - дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Удмуртская Республика, ДЮСШ №1 г.Глазов",
              "flag": "RUS",
              "place": 14,
              "total": "35.01",
              "partner": null
            },
            {
              "date": "2025-12-21",
              "event": "Izhevsk City Championships",
              "level": "national_other",
              "category": "3 cпopтивный paзpяд - дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Удмуртская Республика, ДЮСШ №1 г.Глазов",
              "flag": "RUS",
              "place": 9,
              "total": "31.65",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya Grigorevna KALININA",
            "Anastasiya KALININA",
            "Анастасия Григорьевна КАЛИНИНА",
            "Анастасия КАЛИНИНА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Удмуртская Республика, ДЮСШ №1 г.Глазов"
          ]
        },
        {
          "card": 9570243,
          "name": "Анастасия ПОЛИБИНА",
          "latin": "Anastasiya Polibina",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2013-05-11",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 30,
              "total": "73.67",
              "partner": null
            }
          ],
          "spellings": [
            "Анастасия ПОЛИБИНА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9718948,
          "name": "Анастасия КАЛУГИНА",
          "latin": "Anastasiya KALUGINA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2021-05-05",
              "event": "Berdsk May Ice Trophy",
              "level": "national_other",
              "category": "3-Й ЮНОШЕСКИЙ ДЕВОЧКИ ГР Б",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": null
            }
          ],
          "spellings": [
            "Анастасия КАЛУГИНА"
          ],
          "birth_years_printed": {
            "2011": 1
          },
          "clubs_printed": []
        }
      ]
    }
  ]
}

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": "card",
  "slot": 0,
  "card": 9584597,
  "confidence": "high",
  "why": "The row is from 2024-04-19 in Zelenodelsk (Tatarstan region), category '2 спортивный разряд - девочки', with score 78.77. Card 9723724 (current) shows last start 2022-02-05 in Chelny with same club, then jumps to 2024-11-09 and later 2025 results at higher level (1 спортивный разряд). Card 9584597 has birth date 2010-05-20, which fits the age group for 2024 (13-14 years old for novice category). Card 9584597's last starts show consistent participation in 2 спортивный разряд competitions in 2024-2025 with similar score levels (77.42, 81.88, 81.19). The score 78.77 fits perfectly in this progression. Card 9723724 appears to be a different person born in 2013 (based on birth_years_printed) who competed at higher levels. Card 9584597 has multiple spellings including 'Анастасия Михайловна КАЛИНИНА' which matches the patronymic in card 9723724, but the birth dates and competition patterns are distinct. The Chelny club connection in 9723724 is historical (2022), while 9584597 is from Moscow academies. The 2024-04-19 result fits 9584597's profile better.",
  "same_person": [
    {
      "cards": [9723724, 9584597],
      "confidence": "low",
      "why": "Both cards show 'Anastasiya Mikhaylovna Kalinina' / 'Анастасия Михайловна КАЛИНИНА' in spellings, but birth dates differ (9723724 shows 2013 in birth_years_printed, 9584597 shows 2010-05-20 as birth_date). The 2013 birth year in 9723724 appears in only 2 results from 2022, while 9584597 consistently shows 2010 birth year across 10 results. These could be two different people with same patronymic, or data entry errors. Requires manual review."
    }
  ],
  "followups": [
    {
      "card": 9723724,
      "issue": "Birth date missing but birth_years_printed shows 2013 from 2 results in 2022. Recent results (2024-2025) show progression to 1 спортивный разряд with higher scores (98-119), inconsistent with 2 спортивный разряд result in April 2024.",
      "suggestion": "Verify birth year and check if this card represents someone born 2013 who progressed rapidly, or if there are multiple people conflated."
    },
    {
      "card": 9584597,
      "issue": "Card shows multiple patronymics in spellings: 'Анастасия Андреевна КАЛИНИНА' and 'Анастасия Михайловна КАЛИНИНА' alongside 'Анастасия КАЛИНИНА'. Different patronymics typically indicate different people.",
      "suggestion": "Verify which patronymic is correct or if this card should be split."
    }
  ]
}
```

Usage

{
  "cost": 0.012236,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.012236,
    "upstream_inference_prompt_cost": 0.008026,
    "upstream_inference_completions_cost": 0.00421
  },
  "total_tokens": 8868,
  "prompt_tokens": 8026,
  "completion_tokens": 842,
  "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
  }
}