LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:33:18
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Софья Александровна БЕЛЯЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
9.26
prompt_tokens
12240
completion_tokens
839
cost_usd
0.03287
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
edf0818b-8c6f-4426-b787-71349b1d8db4

Answer

{
  "why": "Card 9610580 (София БЕЛЯЕВА) already has the spelling \"София Александровна БЕЛЯЕВА\", so the patronymic matches. Софья and София are variants of the same name. Her club is ООО Триумф, the same as on this row. She skated the same category (1 юношеский разряд, девочки/девушки) three days later, on 2024-12-14 at New Year Dream, scoring 33.60. She was at the 2 юношеский step in April 2024 and scored 38.19 and 38.74 in February 2025. A 28.97 free skate on 2024-12-11 fits that progression, and no conflicting start on the same date is visible. The current card 9723911 has only this one result and the same club, so it looks like a duplicate created by the Софья/София spelling difference. The other alternatives have different surnames or patronymics, other clubs, or different score levels and birth years.",
  "card": 9610580,
  "slot": 9723911,
  "decision": "card",
  "followups": [
    {
      "card": 9723911,
      "issue": "Probably a duplicate of card 9610580: same patronymic (Александровна), same club, same surname, and the first name differs only by Софья/София.",
      "suggestion": "After relinking this row to 9610580, merge or delete card 9723911 if it has no other results."
    },
    {
      "card": 9610580,
      "issue": "The card has no birth_date, although birth year 2015 is printed on 5 of its results.",
      "suggestion": "Set the birth year to 2015 after checking the protocols."
    }
  ],
  "confidence": "high"
}

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'. Put anything that should be corrected or checked later (a wrong birth date, two cards that look like one person, a suspicious career) into `followups`; you do not apply them.

Dossier

{
  "row": {
    "printed": "Софья Александровна БЕЛЯЕВА",
    "event": "Турнир \"Памяти МСМК СССР Георгия Проскурина\", Москва, 2024-12-11",
    "category": "1 Юношеский разряд, Девочки, Девушки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_1youth",
    "flag": "RUS",
    "club_or_region_printed": "ООО Триумф",
    "place": 48,
    "total": "28.97",
    "segments": {
      "FS": "28.97"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723911,
        "name": "Софья Александровна БЕЛЯЕВА",
        "latin": "Sofya Aleksandrovna BELYAEVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Софья Александровна БЕЛЯЕВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ООО Триумф"
        ]
      },
      "alternatives": [
        {
          "card": 9501931,
          "name": "Софья БЕЛОВА",
          "latin": "Sofya Belova",
          "gender": "women",
          "birth_date": "2011-08-05",
          "results_total": 48,
          "last_starts": [
            {
              "date": "2026-01-26",
              "event": "Snezh.com Cup Stage 4",
              "level": "national_other",
              "category": "2 Спортивный разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 9,
              "total": "77.05",
              "partner": null
            },
            {
              "date": "2025-12-11",
              "event": "Sport Academy New Year Trophy",
              "level": "national_other",
              "category": "Одиночное катание 2 спортивный разряд (девочки 6-9 лет и 8-12 лет; девушки 11-17 лет) KП ПП разряд рождения",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на коньках",
              "flag": "RUS",
              "place": null,
              "total": "23.75",
              "partner": null
            },
            {
              "date": "2025-10-13",
              "event": "Snezh.com Cup Stage 1",
              "level": "national_other",
              "category": "Одиночное катание 2 спортивный разряд (девочки 6-9 лет и 8-12 лет; девушки 11-17 лет) разряд рождения",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания на коньках",
              "flag": "RUS",
              "place": 24,
              "total": "71.26",
              "partner": null
            },
            {
              "date": "2025-05-31",
              "event": "My Victories Festival",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ, 2 CПОРТИВНЫЙ 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",
              "flag": "RUS",
              "place": null,
              "total": "25.91",
              "partner": null
            },
            {
              "date": "2025-05-26",
              "event": "Stolitsa Spring Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-9 и 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": 20,
              "total": "72.73",
              "partner": null
            },
            {
              "date": "2025-05-15",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "2 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": null,
              "flag": "RUS",
              "place": 37,
              "total": "25.12",
              "partner": null
            }
          ],
          "spellings": [
            "Софья БЕЛОВА",
            "Софья Евгеньевна БЕЛОВА"
          ],
          "birth_years_printed": {
            "2011": 35
          },
          "clubs_printed": [
            "ГБУ ДО Московская академия фигурного катания на",
            "ГБУ ДО Московская академия фигурного катания на коньках",
            "ГБУ ДО Московская академия фигурного",
            "ГБУ ДО Московская академия фигурного катания",
            "ГБУ МАФК Олимп отд. Олимп"
          ]
        },
        {
          "card": 9576438,
          "name": "София БЕЛЯКОВА",
          "latin": "Sofiya Belyakova",
          "gender": "women",
          "birth_date": "2010-04-16",
          "results_total": 16,
          "last_starts": [
            {
              "date": "2024-01-27",
              "event": "Fairytale January",
              "level": "national_other",
              "category": "1 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 11,
              "total": "101.66",
              "partner": null
            },
            {
              "date": "2023-12-29",
              "event": "New Year Tale Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ -1 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ 9-12 ЛЕТ, ДЕВУШКИ 11-17 ЛЕТ KП ПП ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 10,
              "total": "97.46",
              "partner": null
            },
            {
              "date": "2023-12-15",
              "event": "Skating Army Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ -1 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ 6-8 ЛЕТ, ДЕВОЧКИ 9-12 ЛЕТ, ДЕВУШКИ 11-17 ЛЕТ ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 23,
              "total": "94.96",
              "partner": null
            },
            {
              "date": "2023-03-14",
              "event": "Women's Day Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПOРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (6-8 ЛЕТ,9-12 ЛЕТ) И ДЕВУШКИ (11-17 ЛЕТ) KП ПП ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ГБУ ДО Московская академия фигурного катания",
              "flag": "RUS",
              "place": 2,
              "total": "72.84",
              "partner": null
            },
            {
              "date": "2022-12-13",
              "event": "Butyrskaya Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПOРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (9-12 ЛЕТ) И ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ Московская академия фигурного катания",
              "flag": "RUS",
              "place": 13,
              "total": "97.56",
              "partner": null
            },
            {
              "date": "2022-10-22",
              "event": "Matterhorn Cup Stage 1",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) KП ПП ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ Московская академия фигурного катания на коньках",
              "flag": "RUS",
              "place": 30,
              "total": "97.59",
              "partner": null
            }
          ],
          "spellings": [
            "София БЕЛЯКОВА",
            "София Михайловна БЕЛЯКОВА"
          ],
          "birth_years_printed": {
            "2010": 16
          },
          "clubs_printed": [
            "ГБУ ДО Московская академия фигурного катания на",
            "ГБУ ДО Московская академия фигурного катания",
            "ГБУ Московская академия фигурного катания",
            "ГБУ Московская академия фигурного катания на коньках",
            "ГБУ МАФК, школа Легенда, отделение"
          ]
        },
        {
          "card": 9591718,
          "name": "София ФИЛЯЕВА",
          "latin": "Sofiya Filyaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 15,
          "last_starts": [
            {
              "date": "2023-04-15",
              "event": "Diamond Ice Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ПП ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 8,
              "total": "36.17",
              "partner": null
            },
            {
              "date": "2023-04-07",
              "event": "Lazutkin Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 15,
              "total": "32.88",
              "partner": null
            },
            {
              "date": "2022-12-17",
              "event": "Skating Army Cup",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 20,
              "total": "33.66",
              "partner": null
            },
            {
              "date": "2022-11-28",
              "event": "Raduzhny Cup",
              "level": "national_other",
              "category": "3 спортивный разряд, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ООО СК Айс Скул",
              "flag": "RUS",
              "place": 20,
              "total": "35.96",
              "partner": null
            },
            {
              "date": "2022-05-23",
              "event": "Maryino School Trophy",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 19,
              "total": "30.98",
              "partner": null
            },
            {
              "date": "2022-05-12",
              "event": "Victory Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕОВЧКИ (9-12 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "ООО СК Айс Скул",
              "flag": "RUS",
              "place": 22,
              "total": "33.11",
              "partner": null
            }
          ],
          "spellings": [
            "София Олеговна ФИЛЯЕВА",
            "София ФИЛЯЕВА"
          ],
          "birth_years_printed": {
            "2011": 9
          },
          "clubs_printed": [
            "ГБУ ДО Московская академия фигурного катания на",
            "ООО СК Айс Скул",
            "ООО СК АЙС СКУЛ",
            "ООО Спортивный Клуб Айс Скул"
          ]
        },
        {
          "card": 8943368,
          "name": "Sofija BELAJEVA",
          "latin": "Sofija BELAJEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 11,
          "last_starts": [
            {
              "date": "2019-11-05",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Chicks B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": null,
              "flag": "LAT",
              "place": 16,
              "total": "13.73",
              "partner": null
            },
            {
              "date": "2019-01-26",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 3,
              "total": "14.46",
              "partner": null
            },
            {
              "date": "2018-11-24",
              "event": "Tomas Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 4,
              "total": "12.25",
              "partner": null
            },
            {
              "date": "2018-11-11",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 5,
              "total": "11.58",
              "partner": null
            },
            {
              "date": "2018-10-27",
              "event": "Ventspils Perle",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 1,
              "total": "12.20",
              "partner": null
            },
            {
              "date": "2018-05-05",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 3,
              "total": "10.39",
              "partner": null
            }
          ],
          "spellings": [
            "Sofija BELAJEVA",
            "Sofija BELJAEVA",
            "Sofija BELJAJEVA",
            "Sofja BELAJEVA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "JS",
            "Jurma",
            "JSSJS",
            "JSS",
            "Jurm"
          ]
        },
        {
          "card": 9610580,
          "name": "София БЕЛЯЕВА",
          "latin": "Sofiya Belyaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 11,
          "last_starts": [
            {
              "date": "2025-06-11",
              "event": "Summer Season Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ - 3 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ) ДЕВОЧКИ (8-12 ЛЕТ) ДЕВУШКИ (11-17 ЛЕТ) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 4,
              "total": "38.87",
              "partner": null
            },
            {
              "date": "2025-06-07",
              "event": "Arena Play North Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ, 3 CПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 24,
              "total": "30.57",
              "partner": null
            },
            {
              "date": "2025-02-18",
              "event": "Diamond Ice Festival",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 8,
              "total": "38.74",
              "partner": null
            },
            {
              "date": "2025-02-14",
              "event": "February Patterns",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 9,
              "total": "38.19",
              "partner": null
            },
            {
              "date": "2024-12-14",
              "event": "New Year Dream",
              "level": "national_other",
              "category": "1 Юношеский разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 24,
              "total": "33.60",
              "partner": null
            },
            {
              "date": "2024-04-27",
              "event": "Brice Diamond Ice Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 38,
              "total": "25.71",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiya Belyaeva",
            "София Александровна БЕЛЯЕВА",
            "София БЕЛЯЕВА"
          ],
          "birth_years_printed": {
            "2015": 5
          },
          "clubs_printed": [
            "ООО Триумф",
            "ИП Хлынин А.Ю."
          ]
        },
        {
          "card": 9621839,
          "name": "София БЕЛИКОВА",
          "latin": "Sofiya Belikova",
          "gender": "women",
          "birth_date": null,
          "results_total": 9,
          "last_starts": [
            {
              "date": "2025-10-22",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "3 cпopтивный paзряд, дeвyшки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "КРАСН",
              "flag": "RUS",
              "place": 1,
              "total": "42.24",
              "partner": null
            },
            {
              "date": "2025-10-09",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "3 cпoртивный рaзряд, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "г.о. Красногорск, МБУДО КСШОР «Зоркий»",
              "flag": "RUS",
              "place": 3,
              "total": "40.76",
              "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.о. Красногорск, МБУДО КСШОР «Зоркий»",
              "flag": "RUS",
              "place": 4,
              "total": "39.46",
              "partner": null
            },
            {
              "date": "2025-05-25",
              "event": "I Like Ice Summer Festival",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "35.92",
              "partner": null
            },
            {
              "date": "2025-04-12",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "1 юнoшecкий рaзряд, дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "г.о. Красногорск, МБУДО КСШОР «Зоркий»",
              "flag": "RUS",
              "place": 1,
              "total": "40.84",
              "partner": null
            },
            {
              "date": "2025-01-25",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "1 юнoшecкий рaзряд, дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "г.о. Красногорск, МБУДО КСШОР «Зоркий»",
              "flag": "RUS",
              "place": 3,
              "total": "36.69",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiia BELIKOVA",
            "София БЕЛИКОВА",
            "София Романовна БЕЛИКОВА",
            "Софья Романовна БЕЛИКОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "КРАСН",
            "г.о. Красногорск, МБУДО КСШОР «Зоркий»",
            "KSSHOR ZORKIJ / Moscow reg.",
            "Г.о. Красногорск, МБУ КСШОР Зоркий"
          ]
        },
        {
          "card": 9713504,
          "name": "Софья БЕЛЯКОВА",
          "latin": "Sofya BELYAKOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 8,
          "last_starts": [
            {
              "date": "2026-03-28",
              "event": "Kirovgrad Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "37.12",
              "partner": null
            },
            {
              "date": "2026-03-05",
              "event": "Sysert Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "38.10",
              "partner": null
            },
            {
              "date": "2026-02-14",
              "event": "Europe-Asia Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "37.91",
              "partner": null
            },
            {
              "date": "2025-03-06",
              "event": "Platinum Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 18,
              "total": "16.37",
              "partner": null
            },
            {
              "date": "2024-11-25",
              "event": "Sverdlovsk Region Cup Stage 3",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 57,
              "total": "19.30",
              "partner": null
            },
            {
              "date": "2024-05-10",
              "event": "Crystal Ice Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮН. 2014 И СТ. ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 27,
              "total": "17.77",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiya BELYAKOVA",
            "Sofiya Ilinichna BELYAKOVA",
            "София БЕЛЯКОВА",
            "София Ильинична БЕЛЯКОВА",
            "Софья БЕЛЯКОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9575565,
          "name": "Софья БЕЛЯЕВА",
          "latin": "Sofya Belyaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2018-04-23",
              "event": "Blue Bird Trophy",
              "level": "national_other",
              "category": "F Первенство \"В гостях у Синей птицы\" 1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ Первенство \"В гостях у Синей птицы\" - 1 юношеский разряд, девочки Старт",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 10,
              "total": "37.28",
              "partner": null
            },
            {
              "date": "2018-03-05",
              "event": "Women's Day Trophy",
              "level": "national_other",
              "category": "F Первенство,посвященное Международному женскому дню 2-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ Первенство,посвященное Международному женскому дню - 2-й юношеский разряд, Девочки Старт",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "26.32",
              "partner": null
            },
            {
              "date": "2017-12-25",
              "event": "Blue Bird Trophy",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "СК Искра, Москва",
              "flag": "RUS",
              "place": 9,
              "total": "22.21",
              "partner": null
            },
            {
              "date": "2017-12-16",
              "event": "New Year Cup",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "СК Искра, Москва",
              "flag": "RUS",
              "place": 11,
              "total": "23.75",
              "partner": null
            }
          ],
          "spellings": [
            "Софья БЕЛЯЕВА"
          ],
          "birth_years_printed": {
            "2005": 4
          },
          "clubs_printed": [
            "СК Искра, Москва"
          ]
        }
      ]
    }
  ]
}

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": "...", "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.

Usage

{
  "cost": 0.03287,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.03287,
    "upstream_inference_prompt_cost": 0.02448,
    "upstream_inference_completions_cost": 0.00839
  },
  "total_tokens": 13079,
  "prompt_tokens": 12240,
  "completion_tokens": 839,
  "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": 338
  }
}