LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:52:57
pipeline
isu_pipeline
run
pilot_20260930_2251
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
5.5
prompt_tokens
3464
completion_tokens
490
cost_usd
0.011828
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
e3367a2f-9d74-4cf7-9bd1-69a42bdd8774

Answer

{
  "why": "The current card 9723726 is a Russian skater at the Plushenko academy, the same club as on the row. Her starts are at the rus_3sport and rus_1youth steps with scores of about 36-43, which matches the row's 39.24 at the rus_kms step. Her starts in March-April 2025 are at the same club and level, so the row fits her progression. The patronymic 'Alekseevna' matches her card. The alternative card 8854026 is a Canadian skater born in 2008 who competes in international junior and senior events with scores of 128-157. Her club is in Boucherville and she has no Russian club or step history. The Russian spelling on her card is probably a wrong merge of the name. She cannot be the same person as the Russian child skater, and her level is far above 39.24.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8854026,
      "issue": "The Russian spellings 'Алекса Алексеевна ВОЛКОВА' and 'Алекса ВОЛКОВА' are attached to a Canadian skater born in 2008.",
      "suggestion": "Check whether these Russian spellings belong to card 9723726 and move them there if so."
    },
    {
      "card": 9723726,
      "issue": "The card has no birth date, and its latin spelling is a transliteration only.",
      "suggestion": "Find the birth date from the protocols or the federation and add it. Also check that the Russian spelling is recorded on this card."
    }
  ],
  "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"
    }
  },
  "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"
        ]
      },
      "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"
          ]
        }
      ]
    }
  ]
}

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": 0.011828,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.011828,
    "upstream_inference_prompt_cost": 0.006928,
    "upstream_inference_completions_cost": 0.0049
  },
  "total_tokens": 3954,
  "prompt_tokens": 3464,
  "completion_tokens": 490,
  "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
  }
}