LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:34
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
АЛЕКСАНДРА ЕГОРОВА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
9.95
prompt_tokens
9177
completion_tokens
831
cost_usd
0.013332
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
567faaba-e61e-41ca-8746-53bfe2cc87ae

Answer

{
  "why": "The row is from 2013-04-04, category '2-Й СПОРТИВНЫЙ, ДЕВОЧКИ ПОСЛЕ ВИДА' (2nd sport level, novice girls), with score 29.34. Card 8950242 (current) shows birth_date 2002-07-01, which would make the skater 10 years old in 2013 - appropriate for novice level. However, card 8950242's last starts are from 2017-2018 at senior/master level, showing a much more advanced career trajectory than expected for someone competing at 2nd sport level in 2013. Card 9646724 has birth_years_printed showing 2011 (14 results), which would make the skater ~2 years old in 2013 - too young. However, the printed birth years in card 9646724 may be from later competitions. The score of 29.34 and 2nd sport level in 2013 is more consistent with a younger skater's early career. Card 9646724 shows results from 2019-2021 at 1st youth and 3rd sport levels, which is a more plausible progression from a 2013 2nd sport result. The current card 8950242 appears to be a different, more advanced skater. Card 9630460 has birth_years_printed 2013 (3 results) but results start in 2021, making it less likely. Card 9646724 is the best match despite birth year uncertainty.",
  "card": 9646724,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9646724,
      "issue": "Birth date missing but birth_years_printed shows 2011 (14 results). If born 2011, would be ~2 years old in 2013 (impossible). Birth year likely from later competitions and may be incorrect or refer to different skater.",
      "suggestion": "Verify birth date for card 9646724. If actually born 2003-2005, this card matches the 2013 row well."
    },
    {
      "card": 8950242,
      "issue": "Current card shows senior-level results 2017-2018 but is being matched to 2013 2nd sport novice level. Career progression seems too advanced.",
      "suggestion": "Confirm if card 8950242 is correct for 2013 result or if this is a different younger skater."
    }
  ],
  "confidence": "medium",
  "same_person": [
    {
      "why": "Card 8950242 (Александра ЕГОРОВА, born 2002-07-01) shows consistent progression from youth to senior level with results from 2013-2018, competing for Moscow clubs (ЦСКА, Ангелы). This is a coherent career.",
      "cards": [
        8950242
      ],
      "confidence": "high"
    },
    {
      "why": "Card 9646724 (Александра ЕГОРОВА, birth_years_printed 2011) shows results 2019-2021 at novice levels (1st youth, 3rd sport) from УОР №4 Moscow. Could be same person as row if born ~2003-2005, but birth year is uncertain.",
      "cards": [
        9646724
      ],
      "confidence": "medium"
    }
  ]
}

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": "АЛЕКСАНДРА ЕГОРОВА",
    "event": "Открытое первенство среди ДЮСШ, Москва, 2013-04-04",
    "category": "2-Й СПОРТИВНЫЙ, ДЕВОЧКИ ПОСЛЕ ВИДА",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2sport",
    "flag": "RUS",
    "club_or_region_printed": "ДЮСШ \"ЦЕНТР",
    "place": 14,
    "total": "29.34",
    "segments": {
      "SP": null
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8950242,
        "name": "Александра ЕГОРОВА",
        "latin": "Aleksandra YEGOROVA",
        "gender": "women",
        "birth_date": "2002-07-01",
        "results_total": 32,
        "last_starts": [
          {
            "date": "2018-01-29",
            "event": "Tchaikovskaya Trophy",
            "level": "national_other",
            "category": "Женщины, MC",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          },
          {
            "date": "2018-01-13",
            "event": "Moscow Cup",
            "level": "national_other",
            "category": "МС, ЖЕНЩИНЫ",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Академия фигурного катания \"Ангелы",
            "flag": "RUS",
            "place": 7,
            "total": "141.92",
            "partner": null
          },
          {
            "date": "2017-12-14",
            "event": "Butyrskaya Trophy",
            "level": "national_other",
            "category": "(untitled)",
            "discipline": "singles",
            "age_group": "senior",
            "step": null,
            "club": "Академия ФК Ангелы Плющенко",
            "flag": "RUS",
            "place": 7,
            "total": "153.11",
            "partner": null
          },
          {
            "date": "2017-11-21",
            "event": "Russian Cup Stage 5",
            "level": "national_series",
            "category": "МС,Женщины",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 9,
            "total": "160.41",
            "partner": null
          },
          {
            "date": "2017-10-29",
            "event": "Kudryavtsev Trophy",
            "level": "national_other",
            "category": "KMC, ДEВУШКИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": "146.07",
            "partner": null
          },
          {
            "date": "2017-10-12",
            "event": "Russian Cup Stage 2",
            "level": "national_series",
            "category": "Женщины, MC",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 10,
            "total": "151.77",
            "partner": null
          }
        ],
        "spellings": [
          "Aleksandra YEGOROVA",
          "Александра ЕГОРОВА"
        ],
        "birth_years_printed": {
          "2002": 8
        },
        "clubs_printed": [
          "Академия фигурного катания \"Ангелы",
          "Академия ФК Ангелы Плющенко",
          "Москва, СШОР ЦСКА",
          "СШОР ЦСКА им. С.А.Жука",
          "СДЮШОР ЦСКА, Москва"
        ]
      },
      "alternatives": [
        {
          "card": 8853340,
          "name": "Alexandra HAGAROVA",
          "latin": "Alexandra HAGAROVA",
          "gender": "women",
          "birth_date": "2000-01-26",
          "results_total": 104,
          "last_starts": [
            {
              "date": "2017-03-13",
              "event": "World Junior Championships",
              "level": "worlds",
              "category": "Junior Ladies",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "SVK",
              "place": 42,
              "total": null,
              "partner": null
            },
            {
              "date": "2017-02-09",
              "event": "Dragon Trophy",
              "level": "international_other",
              "category": "JUNIOR LADIES",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "SVK",
              "place": 2,
              "total": "121.72",
              "partner": null
            },
            {
              "date": "2017-02-04",
              "event": "Majstrovstvá Slovenska juniorov",
              "level": "national_junior",
              "category": "Juniorky",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "TT",
              "flag": "SVK",
              "place": 1,
              "total": "114.16",
              "partner": null
            },
            {
              "date": "2017-01-28",
              "event": "Velka cena Zvolena",
              "level": "national_other",
              "category": "Juniorky",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "TT",
              "flag": "SVK",
              "place": 1,
              "total": "114.05",
              "partner": null
            },
            {
              "date": "2017-01-20",
              "event": "Skate Helena",
              "level": "international_other",
              "category": "JUNIOR LADIES",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "SVK",
              "flag": "SVK",
              "place": 3,
              "total": "126.47",
              "partner": null
            },
            {
              "date": "2017-01-14",
              "event": "Novomestský pohár",
              "level": "national_other",
              "category": "Juniorky",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "TT",
              "flag": "SVK",
              "place": 1,
              "total": "120.73",
              "partner": null
            }
          ],
          "spellings": [
            "Alexandra HAGAROVÁ",
            "HAGAROVA Alexandra"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "TT",
            "SVK",
            "KK Trnava",
            "Trnava",
            "KK TT"
          ]
        },
        {
          "card": 9572768,
          "name": "Александра ФЕДОРОВА",
          "latin": "Aleksandra Fedorova",
          "gender": "women",
          "birth_date": null,
          "results_total": 19,
          "last_starts": [
            {
              "date": "2023-12-05",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "3-й спoртивный разряд, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Московская область, Балашиха, АНО ДЮСШ «Олимп»",
              "flag": "RUS",
              "place": 11,
              "total": "32.87",
              "partner": null
            },
            {
              "date": "2023-11-06",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "3 cпoртивный рaзряд, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "г.о. Балашиха, АНО ДЮСШ «ОЛИМП»",
              "flag": "RUS",
              "place": 21,
              "total": "30.57",
              "partner": null
            },
            {
              "date": "2022-02-12",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "2 юнoшecкий, дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "г.о. Балашиха, АНО ДЮСШ «ОЛИМП»",
              "flag": "RUS",
              "place": 15,
              "total": "26.71",
              "partner": null
            },
            {
              "date": "2021-02-08",
              "event": "Gurevich Memorial",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 10,
              "total": "32.55",
              "partner": null
            },
            {
              "date": "2020-12-10",
              "event": "Butyrskaya Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "29.52",
              "partner": null
            },
            {
              "date": "2020-12-01",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "3 Юношеский разряд, девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "г.о. Балашиха, АНО ДЮСШ Олимп",
              "flag": "RUS",
              "place": 25,
              "total": "15.70",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ФЕДОРОВА"
          ],
          "birth_years_printed": {
            "2008": 13
          },
          "clubs_printed": [
            "Московская область, Балашиха, АНО ДЮСШ «Олимп»",
            "г.о. Балашиха, АНО ДЮСШ «ОЛИМП»",
            "г.о. Балашиха, АНО ДЮСШ Олимп",
            "Самбо-70, Отделение Конек Чайковской,",
            "Отд. \"Конек Чайковской\" (Самбо-70)"
          ]
        },
        {
          "card": 9646724,
          "name": "Александра ЕГОРОВА",
          "latin": "Aleksandra Egorova",
          "gender": "women",
          "birth_date": null,
          "results_total": 15,
          "last_starts": [
            {
              "date": "2021-02-10",
              "event": "Ice Dreams Trophy",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ И ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 9,
              "total": "40.81",
              "partner": null
            },
            {
              "date": "2021-01-26",
              "event": "Sport Academy Winter Trophy",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 13,
              "total": "39.37",
              "partner": null
            },
            {
              "date": "2020-12-05",
              "event": "Brice Cup",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "38.62",
              "partner": null
            },
            {
              "date": "2020-03-03",
              "event": "Women's Day Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 7,
              "total": "38.30",
              "partner": null
            },
            {
              "date": "2019-12-25",
              "event": "CSKA Ded Moroz Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ, ДEВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 9,
              "total": "36.13",
              "partner": null
            },
            {
              "date": "2019-12-14",
              "event": "Sport School No 4 Closed Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 10,
              "total": "34.28",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ЕГОРОВА"
          ],
          "birth_years_printed": {
            "2011": 14
          },
          "clubs_printed": [
            "Училище олимпийского резерва №4",
            "УОР №4, Москва",
            "УОР 4 , Москва"
          ]
        },
        {
          "card": 9611449,
          "name": "Александра ГУРОВА",
          "latin": "Aleksandra Gurova",
          "gender": "women",
          "birth_date": null,
          "results_total": 7,
          "last_starts": [
            {
              "date": "2025-12-27",
              "event": "New Year Miracle Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ РAЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ПП ФИО разряд рождения сумма",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "ООО Клуб Фигурного Катания ДИНАМОВЕЦ",
              "flag": "RUS",
              "place": 39,
              "total": "17.75",
              "partner": null
            },
            {
              "date": "2025-11-22",
              "event": "Battle of Schools Stage 3",
              "level": "national_other",
              "category": "2 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "20.57",
              "partner": null
            },
            {
              "date": "2025-05-18",
              "event": "Smiles on Ice",
              "level": "national_other",
              "category": "2 Юношеский разряд",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "КФК Динамовец",
              "flag": "RUS",
              "place": 4,
              "total": "16.69",
              "partner": null
            },
            {
              "date": "2025-03-15",
              "event": "Bekker Trophy",
              "level": "national_other",
              "category": "3 юношеский разряд; ДЕВОЧКИ 6-9 лет, ДЕВОЧКИ 8-12 лет, ДЕВУШКИ 11-17 лет ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ООО КФК Динамовец",
              "flag": "RUS",
              "place": 9,
              "total": "15.12",
              "partner": null
            },
            {
              "date": "2024-12-13",
              "event": "Skating Army New Year Cup",
              "level": "national_other",
              "category": "3 Юношеский разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ГБУ МосСпортОбъект ЛЦ Платинум",
              "flag": "RUS",
              "place": 46,
              "total": "13.07",
              "partner": null
            },
            {
              "date": "2024-11-29",
              "event": "Kudryavtsev Trophy",
              "level": "national_other",
              "category": "3 Юношеский разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ГБУ МосСпортОбъект ЛЦ Платинум",
              "flag": "RUS",
              "place": 28,
              "total": "11.39",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksandra Gurova",
            "Александра ГУРОВА",
            "Александра Ильинична ГУРОВА"
          ],
          "birth_years_printed": {
            "2016": 2
          },
          "clubs_printed": [
            "ООО Клуб Фигурного Катания ДИНАМОВЕЦ",
            "КФК Динамовец",
            "ООО КФК Динамовец",
            "ГБУ МосСпортОбъект ЛЦ Платинум"
          ]
        },
        {
          "card": 9576161,
          "name": "Александра ЕЛОНОВА",
          "latin": "Aleksandra Elonova",
          "gender": "women",
          "birth_date": null,
          "results_total": 6,
          "last_starts": [
            {
              "date": "2020-02-20",
              "event": "Shcherbinka Cup",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Отделение Хрустальный (Самбо-70)",
              "flag": "RUS",
              "place": 9,
              "total": "36.76",
              "partner": null
            },
            {
              "date": "2019-05-23",
              "event": "Champions Cup",
              "level": "national_other",
              "category": "1-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 12,
              "total": "32.18",
              "partner": null
            },
            {
              "date": "2019-04-08",
              "event": "Spring Pictures",
              "level": "national_other",
              "category": "1-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "37.33",
              "partner": null
            },
            {
              "date": "2019-03-21",
              "event": "Sanaya Memorial",
              "level": "national_other",
              "category": "1-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Отделение \"Хрустальный\" (Самбо-70)",
              "flag": "RUS",
              "place": 9,
              "total": "32.52",
              "partner": null
            },
            {
              "date": "2018-03-20",
              "event": "Sanaya Memorial",
              "level": "national_other",
              "category": "2-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "отд. \"Хрустальный\" (Самбо-70)",
              "flag": "RUS",
              "place": 12,
              "total": "27.99",
              "partner": null
            },
            {
              "date": "2018-03-12",
              "event": "Medal for Mum",
              "level": "national_other",
              "category": "Юношеские соревнования \"Медаль для мамы\" 2-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "отд. \"Хрустальный\" (Самбо-70)",
              "flag": "RUS",
              "place": 29,
              "total": "20.92",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ЕЛОНОВА"
          ],
          "birth_years_printed": {
            "2009": 6
          },
          "clubs_printed": [
            "Отделение Хрустальный (Самбо-70)",
            "Отделение \"Хрустальный\" (Самбо-70)",
            "отд. \"Хрустальный\" (Самбо-70)"
          ]
        },
        {
          "card": 8971787,
          "name": "Alexandra GOROVAYA",
          "latin": "Alexandra GOROVAYA",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2012-12-19",
              "event": "Ukrainian Championships",
              "level": "national_champs",
              "category": "PAIRS",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": null,
              "partner": "Sergei Deynega"
            },
            {
              "date": "2012-11-15",
              "event": "Warsaw Cup",
              "level": "international_other",
              "category": "Senior Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 3,
              "total": "90.53",
              "partner": "Sergei Deynega"
            },
            {
              "date": "2010-12-21",
              "event": "Ukrainian Championships",
              "level": "national_champs",
              "category": "PAIRS",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": "109.99",
              "partner": "Konstantin MEDOVIKOV"
            },
            {
              "date": null,
              "event": "Ukrainian Youth Championships",
              "level": "national_other",
              "category": "LADIES",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 22,
              "total": "71.79",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksandra Gorovaya",
            "Alexandra GOROVAYA"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9630460,
          "name": "Александра ЕГОРОВА",
          "latin": "Aleksandra Egorova",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2025-05-29",
              "event": "Sport Academy Spring Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ (6-9 и 8-12 лет), ДЕВУШКИ (11-17 лет) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ООО Академия спорта",
              "flag": "RUS",
              "place": 17,
              "total": "14.65",
              "partner": null
            },
            {
              "date": "2025-05-15",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 13,
              "total": "16.00",
              "partner": null
            },
            {
              "date": "2025-05-01",
              "event": "Heroes' Path Trophy",
              "level": "national_other",
              "category": "Одиночное катание 3 юношеский разряд Девочки (6-9 и 8-12 лет), девушки (11-17 лет) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ООО Академия спорта",
              "flag": "RUS",
              "place": 32,
              "total": "9.62",
              "partner": null
            },
            {
              "date": "2021-05-26",
              "event": "Sport Academy Spring Trophy",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 37,
              "total": "15.11",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksandra Egorova",
            "Александра Александровна ЕГОРОВА",
            "Александра ЕГОРОВА"
          ],
          "birth_years_printed": {
            "2013": 3
          },
          "clubs_printed": [
            "ООО Академия спорта"
          ]
        },
        {
          "card": 9655098,
          "name": "Александра ГОРЕВА",
          "latin": "Aleksandra GOREVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2026-02-28",
              "event": "Virazh Cup",
              "level": "national_other",
              "category": "2 ЮНОШЕСКИЙ РАЗРЯД - ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 24,
              "total": "19.27",
              "partner": null
            },
            {
              "date": "2023-02-25",
              "event": "Snezhnost Trophy",
              "level": "national_other",
              "category": "3 юн pазряд - девочки 2015 гр Группа 2",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "Елабуга, СШ №1",
              "flag": "RUS",
              "place": 9,
              "total": "9.86",
              "partner": null
            },
            {
              "date": "2022-02-26",
              "event": "Snezhnost Trophy",
              "level": "national_other",
              "category": "ЮН ФИГYРИСТ - ДЕВОЧКИ 2015 ГР ГРУППА 1",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "10.63",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ГОРЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Елабуга, СШ №1"
          ]
        }
      ]
    }
  ]
}

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": 9646724,
  "confidence": "medium",
  "why": "The row is from 2013-04-04, category '2-Й СПОРТИВНЫЙ, ДЕВОЧКИ ПОСЛЕ ВИДА' (2nd sport level, novice girls), with score 29.34. Card 8950242 (current) shows birth_date 2002-07-01, which would make the skater 10 years old in 2013 - appropriate for novice level. However, card 8950242's last starts are from 2017-2018 at senior/master level, showing a much more advanced career trajectory than expected for someone competing at 2nd sport level in 2013. Card 9646724 has birth_years_printed showing 2011 (14 results), which would make the skater ~2 years old in 2013 - too young. However, the printed birth years in card 9646724 may be from later competitions. The score of 29.34 and 2nd sport level in 2013 is more consistent with a younger skater's early career. Card 9646724 shows results from 2019-2021 at 1st youth and 3rd sport levels, which is a more plausible progression from a 2013 2nd sport result. The current card 8950242 appears to be a different, more advanced skater. Card 9630460 has birth_years_printed 2013 (3 results) but results start in 2021, making it less likely. Card 9646724 is the best match despite birth year uncertainty.",
  "same_person": [
    {
      "cards": [8950242],
      "confidence": "high",
      "why": "Card 8950242 (Александра ЕГОРОВА, born 2002-07-01) shows consistent progression from youth to senior level with results from 2013-2018, competing for Moscow clubs (ЦСКА, Ангелы). This is a coherent career."
    },
    {
      "cards": [9646724],
      "confidence": "medium",
      "why": "Card 9646724 (Александра ЕГОРОВА, birth_years_printed 2011) shows results 2019-2021 at novice levels (1st youth, 3rd sport) from УОР №4 Moscow. Could be same person as row if born ~2003-2005, but birth year is uncertain."
    }
  ],
  "followups": [
    {
      "card": 9646724,
      "issue": "Birth date missing but birth_years_printed shows 2011 (14 results). If born 2011, would be ~2 years old in 2013 (impossible). Birth year likely from later competitions and may be incorrect or refer to different skater.",
      "suggestion": "Verify birth date for card 9646724. If actually born 2003-2005, this card matches the 2013 row well."
    },
    {
      "card": 8950242,
      "issue": "Current card shows senior-level results 2017-2018 but is being matched to 2013 2nd sport novice level. Career progression seems too advanced.",
      "suggestion": "Confirm if card 8950242 is correct for 2013 result or if this is a different younger skater."
    }
  ]
}
```

Usage

{
  "cost": 0.013332,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.013332,
    "upstream_inference_prompt_cost": 0.009177,
    "upstream_inference_completions_cost": 0.004155
  },
  "total_tokens": 10008,
  "prompt_tokens": 9177,
  "completion_tokens": 831,
  "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
  }
}