LLM calls

sportstatsdb.com pipelines
time
2026-10-01 02:39:47
pipeline
isu_pipeline
run
example_pair
step
people_llm
object
Алиса ГОРБУНОВА / Федор ПРАЗДНИКОВ
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.95
prompt_tokens
5597
completion_tokens
605
cost_usd
0.017244
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
e3c7975c-57d0-4288-8ebb-0516251ff752

Answer

{
  "why": "Fedor Prazdnikov has only one card, and it shows the pairs partnership with Alisa Gorbunova at the 2023-12-27 and 2024-01-10 events, the latter in this same category (1st sport, junior pairs, St Petersburg). For Alisa, the current card 9525850 is the only plausible match. The alternative, Alina Gorbunova (card 8958663), is a different first name, born 2005, active only in 2012-2017 for Khimki, and never in pairs. The current card has a St Petersburg club (Zvezdny Led), is active in 2022-2025, and has pairs starts with Prazdnikov. The 112.53 score on 2023-12-05 fits the later 118.43 in the same category. The card has mixed patronymics (Алексеевна and Сергеевна) and a Perm/Chaikovsky club in 2022, which suggests two different Alisa Gorbunovas have been merged into one card. The pairs partner and St Petersburg club line up with the Zvezdny Led strand, so the link is still right for this row.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9525850,
      "issue": "The card has two different patronymics (Алексеевна and Сергеевна) and two different clubs: Zvezdny Led in St Petersburg and SK Temp in Chaikovsky, Perm region. The Udmurtia event on 2022-10-20 is only five days before the St Petersburg Peter the Great Cup Stage 1 (2022-10-25), so it is probably two namesakes mixed on one card.",
      "suggestion": "Split the card by patronymic and club, and check which starts belong to the St Petersburg pairs skater. Set her birth date, which is currently missing."
    }
  ],
  "new_group": null,
  "confidence": "medium",
  "same_person": []
}

Task

A result row was linked to athlete card(s) by the loader, but the linkage is uncertain: several cards share the name, or the printed name matched a card only after dropping the patronymic / reordering words / transliterating. For each person on the row decide which card it is. Options: 'keep' (the current card is right), 'card' (replace the person in slot `slot` with card `card` from `alternatives`), 'new' (the person in slot `slot` is someone who has no card yet). Evidence to weigh: birth date vs the category and age step, club and region continuity, discipline and partner, score level and its progression over time, dates (one person cannot skate two events at the same time), how the name is written (a patronymic in one protocol and not in another is normal in Russian protocols; a different patronymic means a different person). Namesakes are common among children. You MUST decide; if in doubt pick the most likely option and set confidence 'low'. If several cards in the dossier (current or alternatives) look like one and the same person split across cards, list each such group in `same_person` with the card ids and your confidence; nothing is merged here, a separate review reads these groups. Put anything else that should be corrected or checked later (a wrong birth date, a suspicious career) into `followups`; you do not apply them.

Dossier

{
  "row": {
    "printed": "Алиса ГОРБУНОВА / Федор ПРАЗДНИКОВ",
    "event": "Межрегиональные соревнования, Санкт-Петербург, 2023-12-05",
    "category": "Парное катание 1-й спортивный (Девушки, Юноши)",
    "discipline": "pairs",
    "age_group": "junior",
    "step": "rus_1sport",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 1,
    "total": "112.53",
    "segments": {
      "FS": null,
      "SP": null
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "printed_name": "Алиса ГОРБУНОВА",
      "why_uncertain": "the exact spelling is on this card only; other cards have close names",
      "current_card": {
        "card": 9525850,
        "name": "Алиса ГОРБУНОВА",
        "latin": "Alisa Gorbunova",
        "gender": "women",
        "birth_date": null,
        "results_total": 15,
        "starts_nearest_to_row": [
          {
            "date": "2023-12-27",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC (ЮНИОРКИ, ЮНИОРЫ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "140.79",
            "partner": "Fedor Prazdnikov",
            "birth_year_printed": null
          },
          {
            "date": "2024-01-10",
            "event": "Saint Petersburg Youth Championships",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ 1-Й СПОРТИВНЫЙ (ДЕВУШКИ, ЮНОШИ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "118.43",
            "partner": "Fedor Prazdnikov",
            "birth_year_printed": null
          },
          {
            "date": "2024-12-05",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC (ЮНИОРКИ, ЮНИОРЫ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 5,
            "total": "125.70",
            "partner": "Georgiy PAVLOVSKIY",
            "birth_year_printed": null
          },
          {
            "date": "2022-11-21",
            "event": "Peter the Great Cup Stage 2",
            "level": "national_other",
            "category": "I спортивный девочки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "development",
            "club": "ГБУ СШОР Звездный лед",
            "flag": "RUS",
            "place": 13,
            "total": "118.13",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2022-10-25",
            "event": "Peter the Great Cup Stage 1",
            "level": "national_other",
            "category": "I спортивный девушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "development",
            "club": "ГБУ СШОР Звездный лед",
            "flag": "RUS",
            "place": 17,
            "total": "112.09",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2022-10-20",
            "event": "Udmurtia Autumn Championships & Cup",
            "level": "national_other",
            "category": "1 Юношеский paзряд - Девочки.",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "Пермский край/г. Чайковский/ МАУ СК Темп",
            "flag": "RUS",
            "place": 10,
            "total": "33.11",
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2022-02-05",
        "last_start": "2025-11-24",
        "also_in_this_category": true,
        "spellings": [
          "Alisa Alekseevna GORBUNOVA",
          "Alisa GORBUNOVA",
          "Алиса Алексеевна ГОРБУНОВА",
          "Алиса ГОРБУНОВА",
          "Алиса Сергеевна ГОРБУНОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "СПб ГБУ ДО СШОР \"Звёздный лёд\"",
          "Санкт-Петербург, СШОР \"Звездный лед\"",
          "СПб ГБУ СШОР \"Звездный лед\"",
          "Пермский край/г. Чайковский/ СК Темп",
          "Санкт-Петербург, СПб ГБУ СШОР \"Звездный лед\""
        ]
      },
      "alternatives": [
        {
          "card": 8958663,
          "name": "Алина ГОРБУНОВА",
          "latin": "Alina GORBUNOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 13,
          "starts_nearest_to_row": [
            {
              "date": "2017-05-10",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "1-Й СПОРТИВНЫЙ РАЗРЯД, ДЕВУШКИ - ДЕТАЛИЗАЦИЯ ОЦЕНОК",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "108.51",
              "partner": null,
              "birth_year_printed": 2005
            },
            {
              "date": "2017-04-08",
              "event": "Lazutkin Trophy",
              "level": "national_other",
              "category": "1-Й СПОРТИВНЫЙ, ДЕВУШКИ - ДЕТАЛИЗАЦИЯ ОЦЕНОК",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 19,
              "total": "97.74",
              "partner": null,
              "birth_year_printed": 2005
            },
            {
              "date": "2016-03-03",
              "event": "Russian Novice Championships",
              "level": "national_other",
              "category": "Девочки, младший возраст",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_younger",
              "club": null,
              "flag": "RUS",
              "place": 24,
              "total": "111.98",
              "partner": null,
              "birth_year_printed": null
            },
            {
              "date": "2016-02-18",
              "event": "Russian Zone Qualifier",
              "level": "national_other",
              "category": "младший возраст - девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_younger",
              "club": "Химки",
              "flag": "RUS",
              "place": 3,
              "total": "125.12",
              "partner": null,
              "birth_year_printed": null
            },
            {
              "date": "2015-09-19",
              "event": "Figurist Trophy",
              "level": "national_other",
              "category": "УОР №4 на призы магазина Фигурист 2-Й СПОРТИВНЫЙ, ДЕВОЧКИ - ДЕТАЛИЗАЦИЯ ОЦЕНОК",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "83.61",
              "partner": null,
              "birth_year_printed": 2005
            },
            {
              "date": "2015-05-12",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "2-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "ДЮСШ Химки",
              "flag": "RUS",
              "place": 3,
              "total": "86.40",
              "partner": null,
              "birth_year_printed": 2005
            }
          ],
          "first_start": "2012-04-03",
          "last_start": "2017-05-10",
          "also_in_this_category": false,
          "spellings": [
            "Alina GORBUNOVA",
            "Алина ГОРБУНОВА"
          ],
          "birth_years_printed": {
            "2005": 9
          },
          "clubs_printed": [
            "Химки",
            "ДЮСШ Химки",
            "ДЮСШ по ФКиК Химки",
            "Моск. область, ДЮСШ Химки",
            "ДЮСШ по ФКиК г.о. Химки"
          ]
        }
      ]
    },
    {
      "printed_name": "Федор ПРАЗДНИКОВ",
      "why_uncertain": "the exact spelling is on this card only; other cards have close names",
      "current_card": {
        "card": 9526905,
        "name": "Федор ПРАЗДНИКОВ",
        "latin": "Fedor Prazdnikov",
        "gender": "men",
        "birth_date": "2006-12-12",
        "results_total": 20,
        "starts_nearest_to_row": [
          {
            "date": "2023-12-27",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC (ЮНИОРКИ, ЮНИОРЫ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "140.79",
            "partner": "Alisa Gorbunova",
            "birth_year_printed": null
          },
          {
            "date": "2024-01-10",
            "event": "Saint Petersburg Youth Championships",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ 1-Й СПОРТИВНЫЙ (ДЕВУШКИ, ЮНОШИ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "118.43",
            "partner": "Alisa Gorbunova",
            "birth_year_printed": null
          },
          {
            "date": "2021-11-30",
            "event": "Moscow Championships",
            "level": "national_other",
            "category": "ЧЕМПИОНАТ МОСКВЫ ОДИНОЧНОЕ КАТАНИЕ, ЮНИОРЫ, КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ СШОР Москвич Москомспорта",
            "flag": "RUS",
            "place": 17,
            "total": "130.96",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2021-09-27",
            "event": "Sambo-70 Anniversary Trophy",
            "level": "national_other",
            "category": "Одиночное катание 1 СПOРТИВНЫЙ РАЗРЯД, МАЛЬЧИКИ, ЮНОШИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ СШОР Москвич",
            "flag": "RUS",
            "place": 4,
            "total": "135.53",
            "partner": null,
            "birth_year_printed": 2006
          },
          {
            "date": "2021-04-19",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "KMC Юниоры",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 25,
            "total": "48.05",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2021-03-05",
            "event": "Tarasova Trophy",
            "level": "national_other",
            "category": "KMC- ЮНИОРЫ",
            "discipline": "singles",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2017-09-07",
        "last_start": "2024-01-10",
        "also_in_this_category": true,
        "spellings": [
          "Федор ПРАЗДНИКОВ"
        ],
        "birth_years_printed": {
          "2006": 11
        },
        "clubs_printed": [
          "ГБУ СШОР Москвич Москомспорта",
          "ГБУ СШОР Москвич",
          "Спортивная школа олимпийского резерва",
          "СШОР Москвич, Москва",
          "СШОР Москвич"
        ]
      },
      "alternatives": []
    }
  ]
}

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": "...", "new_group": <for decision new: a short label shared by all rows of this batch that are the same new person, else null>, "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.

Usage

{
  "cost": 0.017244,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.017244,
    "upstream_inference_prompt_cost": 0.011194,
    "upstream_inference_completions_cost": 0.00605
  },
  "total_tokens": 6202,
  "prompt_tokens": 5597,
  "completion_tokens": 605,
  "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
  }
}