LLM calls

sportstatsdb.com pipelines
time
2026-10-01 05:23:52
pipeline
isu_pipeline
run
rus-2627-1etap_jun
step
9 people (national)
object
Арина КОРШУНОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
9.44
prompt_tokens
2998
completion_tokens
938
cost_usd
0.015376
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
9a7d60ea-d5cb-407e-910d-d300c17bd919

Answer

{
  "why": "Card 8925113 is a junior KMS singles skater born in 2010, and her recent results fit this row. Her Grinkov Memorial placing five days earlier (2026-09-19, junior, rus_kms, 134.73) is almost the same as this row's total of 135.49. She has a long record in this category, with totals between 134 and 170. The alternative card 9604398 has a single 2023 novice start (1st sport category, CSKA, 37.71) and no birth date, so it does not fit a KMS junior result in 2026 as well. The alternative shares the patronymic Ilinichna, and the current card's club list also includes ФАУ МО РФ ЦСКА. That suggests the two cards are the same skater, who was at CSKA in 2023 and later moved to the Tula region. The row itself should still go to the current card, which holds the full career.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8925113,
      "issue": "Several starts (Strongest Cup 2025-12-07, Belarus Open Cup 3 2025-11-13) carry the flag BLR, while the club is Russian (Novomoskovsk) and other starts carry RUS.",
      "suggestion": "Check the flag on those events and correct it to RUS if the loader set it wrongly."
    },
    {
      "card": 9604398,
      "issue": "The card has one start and no birth date, and probably duplicates card 8925113.",
      "suggestion": "Have the reviewer consider merging it into 8925113 after confirming the 2023 Raber Memorial entry."
    }
  ],
  "new_group": null,
  "confidence": "high",
  "same_person": [
    {
      "why": "Same name and Latin spelling, and the same patronymic (Ilinichna). The CSKA club on the 2023 start also appears in the clubs of card 8925113. The 2023 novice-level start fits a 2010-born skater (about 13 years old). The card has no birth date, so this cannot be confirmed.",
      "cards": [
        8925113,
        9604398
      ],
      "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": "Арина КОРШУНОВА",
    "event": "Всероссийские соревнования \"Лед Мечты\" среди юниоров, Москва, 2026-09-24",
    "category": "Юниорки - КМС",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 17,
    "total": "135.49",
    "segments": {
      "FS": "82.66",
      "SP": "52.83"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "printed_name": "Арина КОРШУНОВА",
      "why_uncertain": "2 cards carry this exact spelling",
      "current_card": {
        "card": 8925113,
        "name": "Арина КОРШУНОВА",
        "latin": "Arina KORSHUNOVA",
        "gender": "women",
        "birth_date": "2010-10-29",
        "results_total": 34,
        "starts_nearest_to_row": [
          {
            "date": "2026-09-19",
            "event": "Grinkov Memorial",
            "level": "national_other",
            "category": "Oдинoчнoe кaтaниe, КМC , Юниopки",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 25,
            "total": "134.73",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-03-27",
            "event": "All-Russian Competition",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ KMC, ЮНИОРКИ (13-19 ЛЕТ) рождения разряд сумма",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Тульская область, МБУС \"Ледовый",
            "flag": "RUS",
            "place": 7,
            "total": "170.60",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-02-21",
            "event": "Central District Championships",
            "level": "national_other",
            "category": "девушки",
            "discipline": "singles",
            "age_group": "junior",
            "step": null,
            "club": "Тульская область, МБУС «Ледовый дворец» Новомосковск",
            "flag": "RUS",
            "place": 20,
            "total": "137.83",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-12-07",
            "event": "Strongest Cup",
            "level": "national_other",
            "category": "Junior - Women",
            "discipline": "singles",
            "age_group": "junior",
            "step": null,
            "club": "MBUS \"Ledovii Dvorec\" / Novomoskovsk",
            "flag": "BLR",
            "place": 11,
            "total": "164.70",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-12-04",
            "event": "Mordovian Patterns",
            "level": "national_other",
            "category": "KMC, Юниорки (13-19 лет)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Тульская область, МБУС \"Ледовый дворец\"",
            "flag": "RUS",
            "place": 12,
            "total": "164.89",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-11-13",
            "event": "Belarus Open Cup 3",
            "level": "national_other",
            "category": "KMS - Women",
            "discipline": "singles",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "BLR",
            "place": 3,
            "total": "159.92",
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2021-10-18",
        "last_start": "2026-09-24",
        "also_in_this_category": true,
        "spellings": [
          "Arina Ilinichna KORSHUNOVA",
          "Arina KORSHUNOVA",
          "Арина Ильинична КОРШУНОВА",
          "Арина КОРШУНОВА"
        ],
        "birth_years_printed": {
          "2010": 16
        },
        "clubs_printed": [
          "Тульская область, МБУС \"Ледовый",
          "Тульская область, МБУС «Ледовый дворец» Новомосковск",
          "MBUS \"Ledovii Dvorec\" / Novomoskovsk",
          "Тульская область, МБУС \"Ледовый дворец\"",
          "ФАУ МО РФ ЦСКА"
        ]
      },
      "alternatives": [
        {
          "card": 9604398,
          "name": "Арина КОРШУНОВА",
          "latin": "Arina KORSHUNOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "starts_nearest_to_row": [
            {
              "date": "2023-09-23",
              "event": "Raber Memorial",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СП O РТИВНЫЙ РАЗРЯД , ДЕВУШКИ (11-17 ЛЕТ ) ОКОНЧ АТЕЛЬНЫЕ РЕ ЗУЛЬТАТЫ КП ПП ФИО",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ФАУ МО РФ ЦСКА",
              "flag": "RUS",
              "place": null,
              "total": "37.71",
              "partner": null,
              "birth_year_printed": null
            }
          ],
          "first_start": "2023-09-23",
          "last_start": "2023-09-23",
          "also_in_this_category": false,
          "spellings": [
            "Arina Ilinichna",
            "Arina KORSHUNOVA",
            "Арина Ильинична",
            "Арина КОРШУНОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ФАУ МО РФ ЦСКА"
          ]
        }
      ]
    }
  ]
}

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": 0.015376,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.015376,
    "upstream_inference_prompt_cost": 0.005996,
    "upstream_inference_completions_cost": 0.00938
  },
  "total_tokens": 3936,
  "prompt_tokens": 2998,
  "completion_tokens": 938,
  "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": 277
  }
}