LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:33:24
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Алекса Алексеевна ВОЛКОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.94
prompt_tokens
3832
completion_tokens
564
cost_usd
0.013304
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
7972fcc3-60d5-46e7-88ff-0e6a562e581f

Answer

{
  "why": "The current card 9723726 fits the row. It is a Russian skater born in 2014 (printed 18 times), with the same patronymic (Alekseevna) and the same club, Plushenko's Academy. Her scores are in the 38-43 range at rus_3sport and rus_1youth, which matches the 39.24 free skate here. The row's category is KMS juniors, which looks like a mislabel for someone born in 2014, since she was 10-11 in Feb 2025. The step and age group on this row look wrong, but the score level and club fit her card. Alternative card 8854026 is a Canadian skater born in 2008 who scores 130-157 in junior and senior events. That score level is far from 39.24. Her Russian spellings and Plushenko club listing look like a contamination or merge of the two cards, but they do not show she skated this event.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8854026,
      "issue": "The card has Russian-script spellings ('Алекса Алексеевна ВОЛКОВА') and Plushenko Academy club names. These probably come from results of the 2014-born namesake (card 9723726) that were wrongly linked to it.",
      "suggestion": "Check which results on card 8854026 carry the Russian spellings and the Plushenko club. Move them to card 9723726 if they belong to the younger skater."
    },
    {
      "card": 9723726,
      "issue": "Birth date is null although the birth year 2014 is printed 18 times.",
      "suggestion": "Set the birth year to 2014 on the card. Also check the category label of this row ('KMC Юниорки'), which does not match a 2014-born skater at the 3rd sport rank level."
    }
  ],
  "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": "Алекса Алексеевна ВОЛКОВА",
    "event": "Турнир на призы ЗМС И. Слуцкой, Москва, 2025-02-21",
    "category": "Oдиночное кaтание, KMC Юниopки 13-19 лет",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": "ООО Академия фигурного катания Ангелы Плющенко",
    "place": 14,
    "total": "39.24",
    "segments": {
      "FS": "39.24"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723726,
        "name": "Aleksa Alekseevna Volkova",
        "latin": "Aleksa Alekseevna Volkova",
        "gender": "women",
        "birth_date": null,
        "results_total": 22,
        "last_starts": [
          {
            "date": "2025-04-26",
            "event": "Brice Cup",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "ООО Академия фигурного катания Ангелы",
            "flag": "RUS",
            "place": 13,
            "total": "38.80",
            "partner": null
          },
          {
            "date": "2025-04-21",
            "event": "Plushenko Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПOРТИВНЫЙ 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 Академия фигурного катания Ангелы Плющенко",
            "flag": "RUS",
            "place": 7,
            "total": "43.23",
            "partner": null
          },
          {
            "date": "2025-03-04",
            "event": "Arctic Spring",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РАЗРЯД, ДEВОЧКИ, ДЕВУШКИ (6-9 ЛЕТ, 8-12 ЛЕТ, 11-17 ЛЕТ) ФИО ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "ООО Академия фигурного катания Ангелы Плющенко",
            "flag": "RUS",
            "place": 11,
            "total": "38.56",
            "partner": null
          },
          {
            "date": "2024-04-27",
            "event": "Brice Diamond Ice Cup",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "ООО Академия фигурного катания Ангелы Плющенко",
            "flag": "RUS",
            "place": 18,
            "total": "35.80",
            "partner": null
          },
          {
            "date": "2024-04-04",
            "event": "Spring Pictures",
            "level": "national_other",
            "category": "ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) 1 ЮНОШЕСКИЙ РАЗРЯД",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "ООО АКАДЕМИЯ ФИГУРНОГО КАТАНИЯ АНГЕЛЫ",
            "flag": "RUS",
            "place": 9,
            "total": "39.39",
            "partner": null
          },
          {
            "date": "2024-03-05",
            "event": "Arctic Spring",
            "level": "national_other",
            "category": "1 юношеский разряд, Девочки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "ООО АКАДЕМИЯ ФИГУРНОГО КАТАНИЯ АНГЕЛЫ",
            "flag": "RUS",
            "place": 10,
            "total": "38.62",
            "partner": null
          }
        ],
        "spellings": [
          "Aleksa Alekseevna Volkova"
        ],
        "birth_years_printed": {
          "2014": 18
        },
        "clubs_printed": [
          "ООО Академия фигурного катания Ангелы",
          "ООО Академия фигурного катания Ангелы Плющенко",
          "ООО АКАДЕМИЯ ФИГУРНОГО КАТАНИЯ АНГЕЛЫ",
          "ООО АФК Ангелы Плющенко",
          "ИП Сотникова А.Д."
        ]
      },
      "alternatives": [
        {
          "card": 8854026,
          "name": "Aleksa VOLKOVA",
          "latin": "Aleksa VOLKOVA",
          "gender": "women",
          "birth_date": "2008-10-19",
          "results_total": 36,
          "last_starts": [
            {
              "date": "2026-08-06",
              "event": "Cranberry Cup International",
              "level": "challenger",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 9,
              "total": "147.69",
              "partner": null
            },
            {
              "date": "2025-11-27",
              "event": "Skate Canada Challenge",
              "level": "national_other",
              "category": "Senior Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "Club de patinage artistique de Boucherville inc.",
              "flag": "CAN",
              "place": 18,
              "total": "139.98",
              "partner": null
            },
            {
              "date": "2024-11-28",
              "event": "Skate Canada Challenge",
              "level": "national_other",
              "category": "Senior Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2024-11-11",
              "event": "Tallinn Trophy",
              "level": "challenger",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 5,
              "total": "157.43",
              "partner": null
            },
            {
              "date": "2024-10-16",
              "event": "Trophée Métropole Nice Côte d'Azur",
              "level": "challenger",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 8,
              "total": "54.52",
              "partner": null
            },
            {
              "date": "2024-08-08",
              "event": "Cranberry Cup International",
              "level": "challenger",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 12,
              "total": "128.83",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksa VOLKOVA",
            "Алекса Алексеевна ВОЛКОВА",
            "Алекса ВОЛКОВА"
          ],
          "birth_years_printed": {
            "2008": 15
          },
          "clubs_printed": [
            "Club de patinage artistique de Boucherville inc.",
            "ООО Академия фигурного катания Ангелы Плющенко",
            "ООО АКАДЕМИЯ ФИГУРНОГО КАТАНИЯ АНГЕЛЫ ПЛЮЩЕНКО",
            "Skate Canada",
            "ООО Школа фигурного катания Александра Волкова"
          ]
        }
      ]
    }
  ]
}

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": 0.013304,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.013304,
    "upstream_inference_prompt_cost": 0.007664,
    "upstream_inference_completions_cost": 0.00564
  },
  "total_tokens": 4396,
  "prompt_tokens": 3832,
  "completion_tokens": 564,
  "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
  }
}