LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:35:00
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Анастасия ЯКОВЛЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
9.91
prompt_tokens
6752
completion_tokens
1081
cost_usd
0.024314
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
98ee062a-a297-4f02-bdb2-6952680c119e

Answer

{
  "why": "The row is a 2012 'Юный фигурист' (rus_beginner) girls' event with a very low score of 12.74, so the skater was a young beginner. Card 9501929 fits this: its birth year is mostly printed as 2006 (3 times), which makes her about 5-6 in January 2012. Her later career progresses plausibly from rus_3youth/2youth in 2014-2015 to rus_2sport in 2016 (category '2005 г.р. и мл.'), with Moscow clubs and no conflicting dates. The alternatives fit worse. Card 9505065 was born in 2013 and is from Ufa. Card 9530122 is active in 2024-2026. Card 9649402 has one start in 2025 with a different patronymic and a Khanty-Mansi club. Card 8879669 is an ice dancer who competed in the mid-2000s. Card 9567474 had a 1sport start in 2014 with a score of 78.93, so she was much older than a 2012 beginner. The remaining uncertainty is that the current card has no birth date and no club on this row, and it may itself mix up namesakes.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9501929,
      "issue": "One printed birth year is 2001, against 2006 printed three times. The club also varies between Moscow (СДЮСШОР Воробьёвы горы, КПРФ) and Псков. The card may merge two namesakes.",
      "suggestion": "Check the protocols with birth year 2001 and the Pskov start (2014-12-13). Split the card if they belong to a different girl, and set the birth year to 2006 for the main person."
    },
    {
      "card": 9501929,
      "issue": "In 2014-2015 the step goes 2youth (May 2014), then 3youth (May and Dec 2014), then 2youth (Feb 2015), which is not monotonic. This supports the namesake-merge suspicion.",
      "suggestion": "Review the career sequence and the club of each start to see whether there are two people."
    }
  ],
  "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'. 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": "Анастасия ЯКОВЛЕВА",
    "event": "Открытое Первенство по фигурному катанию на коньках на приз ЗТР РФ и СССР Е.А.Чайковской, Москва, 2012-01-11",
    "category": "ЮНЫЙ ФИГУРИСТ, ДЕВОЧКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_beginner",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 8,
    "total": "12.74",
    "segments": {
      "FS": "12.74"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9501929,
        "name": "Анастасия ЯКОВЛЕВА",
        "latin": "Anastasiya Yakovleva",
        "gender": "women",
        "birth_date": null,
        "results_total": 12,
        "last_starts": [
          {
            "date": "2016-05-18",
            "event": "Silver Sharks Trophy",
            "level": "national_other",
            "category": "2Й СПОРТИВНЫЙ, ДЕВОЧКИ 2005 Г.Р. И МЛ. - ДЕТАЛИЗАЦИЯ ОЦЕНОК",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "72.25",
            "partner": null
          },
          {
            "date": "2016-05-14",
            "event": "Hockey Moscow Team Cup",
            "level": "national_other",
            "category": "Лично-командный Кубок ФСО Хоккей Москвы 2-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 7,
            "total": "76.23",
            "partner": null
          },
          {
            "date": "2015-02-25",
            "event": "Defender's Day Trophy",
            "level": "national_other",
            "category": "2-Й ЮНОШЕСКИЙ, ДЕВОЧКИ - ДЕТАЛИЗАЦИЯ ОЦЕНОК Старт",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2youth",
            "club": null,
            "flag": "RUS",
            "place": 9,
            "total": "28.38",
            "partner": null
          },
          {
            "date": "2014-12-13",
            "event": "Veliky Novgorod Interregional Tournament",
            "level": "national_other",
            "category": "3 юн.разряд девoчки 2006 и старше",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3youth",
            "club": "Псков",
            "flag": "RUS",
            "place": 9,
            "total": "21.43",
            "partner": null
          },
          {
            "date": "2014-05-14",
            "event": "Tolmacheva-Granatkina Memorial",
            "level": "national_other",
            "category": "3-Й ЮНОШЕСКИЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3youth",
            "club": "Москва, СДЮСШОР \"Воробьёвы горы\"",
            "flag": "RUS",
            "place": 22,
            "total": "26.10",
            "partner": null
          },
          {
            "date": "2014-05-10",
            "event": "CSKA Victory Day Trophy",
            "level": "national_other",
            "category": "11.05.2014 2-Й ЮНОШЕСКИЙ, ДЕВОЧКИ 2006 Г.Р",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2youth",
            "club": "Москва, СДЮСШОР \"Воробьёвы горы\"",
            "flag": "RUS",
            "place": 9,
            "total": "34.74",
            "partner": null
          }
        ],
        "spellings": [
          "Анастасия ЯКОВЛЕВА"
        ],
        "birth_years_printed": {
          "2006": 3,
          "2001": 1
        },
        "clubs_printed": [
          "Псков",
          "Москва, СДЮСШОР \"Воробьёвы горы\"",
          "Москва, КПРФ"
        ]
      },
      "alternatives": [
        {
          "card": 8891546,
          "name": "Anastasia Yakovlev",
          "latin": "Anastasia Yakovlev",
          "gender": "women",
          "birth_date": null,
          "results_total": 5,
          "last_starts": [
            {
              "date": "2024-02-18",
              "event": "Rising Stars Competition",
              "level": "national_other",
              "category": "10 Pre-Prelim - Preliminary Character Performance",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_prelim",
              "club": "SC of San Francisco",
              "flag": "USA",
              "place": 1,
              "total": "14.39",
              "partner": null
            },
            {
              "date": "2023-09-09",
              "event": "Skate St. Moritz",
              "level": "national_other",
              "category": "O19 No Test Girls FS",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_notest",
              "club": "SC of San Francisco",
              "flag": "USA",
              "place": 1,
              "total": null,
              "partner": null
            },
            {
              "date": "2023-07-26",
              "event": "Glacier Falls Summer Classic",
              "level": "national_other",
              "category": "256 No Test Girls FS Grp B",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_notest",
              "club": "SC of San Francisco",
              "flag": "USA",
              "place": 4,
              "total": null,
              "partner": null
            },
            {
              "date": "2023-07-23",
              "event": "Red White and Blue Ice",
              "level": "national_other",
              "category": "30 No Test Girls Free Skate",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_notest",
              "club": "SC of San Francisco",
              "flag": "USA",
              "place": 2,
              "total": null,
              "partner": null
            },
            {
              "date": "2022-08-19",
              "event": "Skate San Francisco",
              "level": "national_other",
              "category": "#1 High Beginner Girls Excel",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_excel_highbeginner",
              "club": "SC of San Francisco",
              "flag": "USA",
              "place": 2,
              "total": null,
              "partner": null
            }
          ],
          "spellings": [
            "Anastasia Yakovlev"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "SC of San Francisco"
          ]
        },
        {
          "card": 9505065,
          "name": "Анастасия ЯКОВЛЕВА",
          "latin": "Anastasiya Yakovleva",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2026-03-15",
              "event": "Bashkortostan Championships",
              "level": "national_other",
              "category": "Девочки (8-12лет), девушки - 1 спортивный",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 5,
              "total": "96.36",
              "partner": null
            },
            {
              "date": "2025-04-20",
              "event": "Ufa Victory Day Trophy",
              "level": "national_other",
              "category": "2 СПОРТИВНЫЙ - ДЕВОЧКИ,ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "Уфа, АНО ШФК",
              "flag": "RUS",
              "place": 3,
              "total": "88.63",
              "partner": null
            },
            {
              "date": "2025-02-23",
              "event": "Ufa Open Championship",
              "level": "national_other",
              "category": "2 СПОРТИВНЫЙ - ДЕВОЧКИ И ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "Уфа, АНО ШФК",
              "flag": "RUS",
              "place": 2,
              "total": "98.30",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya Yakovleva",
            "Анастасия Александровна ЯКОВЛЕВА",
            "Анастасия ЯКОВЛЕВА"
          ],
          "birth_years_printed": {
            "2013": 2
          },
          "clubs_printed": [
            "Уфа, АНО ШФК"
          ]
        },
        {
          "card": 9530122,
          "name": "Анастасия ЯКОВЛЕВА",
          "latin": "Anastasiya Yakovleva",
          "gender": "women",
          "birth_date": null,
          "results_total": 6,
          "last_starts": [
            {
              "date": "2026-05-02",
              "event": "Regional Championships",
              "level": "national_other",
              "category": "2-й юношеский разряд, девочки 11-17 лет",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 9,
              "total": "18.56",
              "partner": null
            },
            {
              "date": "2026-04-21",
              "event": "Nizhny Novgorod Region Cup Final",
              "level": "national_other",
              "category": "2-й юношеский разряд, девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 34,
              "total": "15.57",
              "partner": null
            },
            {
              "date": "2026-01-31",
              "event": "Rosmanyuk Memorial",
              "level": "national_other",
              "category": "2-й юношеский разряд, девочки (11-17 лет)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "15.90",
              "partner": null
            },
            {
              "date": "2025-05-29",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "2 Юношеский разряд, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "21.36",
              "partner": null
            },
            {
              "date": "2024-11-26",
              "event": "Nizhny Novgorod Region Junior Championships",
              "level": "national_other",
              "category": "3-й юношеский разряд, девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 18,
              "total": "14.32",
              "partner": null
            },
            {
              "date": "2024-11-15",
              "event": "Kaluga Region Junior Championships",
              "level": "national_other",
              "category": "3 Юношеский разряд, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 13,
              "total": "11.51",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya Yakovleva",
            "Анастасия Сергеевна ЯКОВЛЕВА",
            "Анастасия ЯКОВЛЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9567474,
          "name": "Яковлева Анастасия",
          "latin": "Anastasia Yakovleva",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2014-04-16",
              "event": "Russian Sports School Spartakiad",
              "level": "national_other",
              "category": "Девочки 1 сп.",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 33,
              "total": "78.93",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasia Yakovleva",
            "Яковлева Анастасия"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 8879669,
          "name": "Anastasia JAKOVLEVA",
          "latin": "Anastasia JAKOVLEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 12,
          "last_starts": [
            {
              "date": "2007-02-21",
              "event": "Russian Cup Final",
              "level": "national_series",
              "category": "Танцы на льду",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "141.45",
              "partner": "Ivan MANVELOV"
            },
            {
              "date": "2007-01-17",
              "event": "Universiade",
              "level": "international_other",
              "category": "Ice Dancing",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "132.15",
              "partner": "Ivan MANVELOV"
            },
            {
              "date": "2006-11-15",
              "event": "Russian Cup Stage 3",
              "level": "national_series",
              "category": "Танцы на льду",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "141.87",
              "partner": "Ivan MANVELOV"
            },
            {
              "date": "2006-09-20",
              "event": "Russian Cup Stage 1",
              "level": "national_series",
              "category": "Танцы на льду",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "139.15",
              "partner": "Ivan MANVELOV"
            },
            {
              "date": "2006-03-29",
              "event": "Russian Cup Final",
              "level": "national_series",
              "category": "Танцы на льду",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": null,
              "partner": "Ivan MANVELOV"
            },
            {
              "date": "2005-12-07",
              "event": "Russian Cup Stage 4",
              "level": "national_series",
              "category": "Танцы на льду",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": null,
              "partner": "Ivan MANVELOV"
            }
          ],
          "spellings": [
            "Anastasia JAKOVLEVA"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9649402,
          "name": "Анастасия ЯКОВЛЕВА",
          "latin": "Anastasiya YAKOVLEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-04-30",
              "event": "Tarasova Cup",
              "level": "national_other",
              "category": "2 cпoртивный рaзряд, дeвoчки, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "п.г.т. Излучинск, МАУ ДО \"СШ НВР\"",
              "flag": "RUS",
              "place": 12,
              "total": "62.67",
              "partner": null
            }
          ],
          "spellings": [
            "Anastasiya Andreevna YAKOVLEVA",
            "Anastasiya YAKOVLEVA",
            "Анастасия Андреевна ЯКОВЛЕВА",
            "Анастасия ЯКОВЛЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "п.г.т. Излучинск, МАУ ДО \"СШ НВР\""
          ]
        }
      ]
    }
  ]
}

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": 0.024314,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.024314,
    "upstream_inference_prompt_cost": 0.013504,
    "upstream_inference_completions_cost": 0.01081
  },
  "total_tokens": 7833,
  "prompt_tokens": 6752,
  "completion_tokens": 1081,
  "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": 408
  }
}