LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:54:49
pipeline
isu_pipeline
run
jgpslo2026
step
6 entries people
object
2136397 Darya TIMOFEEVA
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.67
prompt_tokens
2389
completion_tokens
401
cost_usd
0.008788
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
1a8234c6-ca23-497c-864e-62b1968a80ba

Answer

{
  "why": "Card 8852301 matches the entry on name, discipline (singles) and gender. It also fits on flag (CZE), age group (junior) and level: the most recent start was Junior Grand Prix China in Aug 2026 in Junior Women. The birth date 2011-10-16 matches the ISU profile (Darya TIMOFEEVA, Prague, Ice Skating Prague 6), and the club matches the Czech national starts. The ISU profile lists country RUS, which conflicts with the CZE flag on the entry and the card. The other candidates (9658856, 9708149, 9719782) are Russian-flag novice or beginner results from Moscow, Tyumen and elsewhere, with no birth date and no link to the Czech skater, so they do not fit.",
  "cards": [
    8852301
  ],
  "followups": [
    {
      "card": 8852301,
      "issue": "The ISU profile shows country RUS, while the entry and the card's recent results show CZE. The place of birth is Prague and the club is Ice Skating Prague 6.",
      "suggestion": "Check whether the ISU profile's nationality is outdated or wrong and whether the card's flag history is consistent. No card change is needed for this entry."
    }
  ],
  "confidence": "high"
}

Task

This is an entry (registration) for an upcoming competition, before any results. Link each person on the entry to one of their candidate cards (same or similar name), or to null if none of the listed candidates fits. Nothing is created here: an entry may stay without a card, and the person is settled when the results arrive with more evidence (ISU number, scores). Compare flag, discipline, age group, level, recent seasons and birth date with the entry. 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 possible duplicate card, a wrong birth date) into `followups` — you do not apply them.

Dossier

{
  "entry": {
    "printed": "Darya TIMOFEEVA",
    "event": "Junior Grand Prix Slovenia, 2026-10-01",
    "category": "Junior Women",
    "discipline": "singles",
    "age_group": "junior",
    "step": null,
    "flag": "CZE",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "darya-timofeeva",
      "name": "Darya TIMOFEEVA",
      "birth_date": "2011-10-16",
      "place_of_birth": "Prague",
      "country": "RUS",
      "club": "Ice Skating Prague 6",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8852301
  ],
  "people": [
    {
      "printed": "Darya TIMOFEEVA",
      "candidates": [
        {
          "card": 8852301,
          "name": "Darya TIMOFEEVA",
          "latin": "Darya TIMOFEEVA",
          "gender": "women",
          "birth_date": "2011-10-16",
          "results_total": 21,
          "last_starts": [
            {
              "date": "2026-08-20",
              "event": "Junior Grand Prix China",
              "level": "gp_stage",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CZE",
              "place": 11,
              "total": "158.28",
              "partner": null
            },
            {
              "date": "2025-11-13",
              "event": "Cup of Innsbruck",
              "level": "international_other",
              "category": "Advanced Novice Women",
              "discipline": "singles",
              "age_group": "novice",
              "step": "isu_adv_nov",
              "club": null,
              "flag": "CZE",
              "place": 3,
              "total": "113.33",
              "partner": null
            },
            {
              "date": "2025-11-08",
              "event": "Mala cena Pardubic",
              "level": "national_other",
              "category": "Dorostenky",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "Ice Skating Prague 6",
              "flag": "CZE",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2025-10-25",
              "event": "Velka cena Nachoda",
              "level": "national_other",
              "category": "Dorostenky",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "Ice Skating Prague 6",
              "flag": "CZE",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2024-11-30",
              "event": "Velka cena USK Praha",
              "level": "national_other",
              "category": "Zacky",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Ice Skating Prague 6",
              "flag": "CZE",
              "place": 2,
              "total": "38.08",
              "partner": null
            }
          ]
        },
        {
          "card": 9658856,
          "name": "Дарья ТИМОФЕЕВА",
          "latin": "Darya TIMOFEEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2026-02-21",
              "event": "Ldinka",
              "level": "national_other",
              "category": "2 юнoшecкий paзpяд - дeвoчки бeлocнeжки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "Москва, ООО ДЮСШ \"АРГУС-ДИНАМО\"",
              "flag": "RUS",
              "place": 3,
              "total": "13.17",
              "partner": null
            }
          ]
        },
        {
          "card": 9708149,
          "name": "Дарья ТИМОФЕЕВА",
          "latin": "Darya TIMOFEEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2021-12-11",
              "event": "Biektau Cup",
              "level": "national_other",
              "category": "2 ЮН РАЗРЯД - ДЕВОЧКИ 2013 ГР",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 9,
              "total": "25.24",
              "partner": null
            }
          ]
        },
        {
          "card": 9719782,
          "name": "Дарья ТИМОФЕЕВА",
          "latin": "Darya TIMOFEEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2017-02-27",
              "event": "Tyumen Stars Trophy",
              "level": "national_other",
              "category": "ЮНЫЙ ФИГУРИСТ 2012. ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": "\"Тюмень, МАУ ДО СДЮСШОР \"\"Прибой\"\"\"",
              "flag": "RUS",
              "place": 4,
              "total": "4.90",
              "partner": null
            }
          ]
        }
      ]
    }
  ]
}

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: {"cards": [<card id or null, one per person in the order of `people`>], "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": 0.008788,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008788,
    "upstream_inference_prompt_cost": 0.004778,
    "upstream_inference_completions_cost": 0.00401
  },
  "total_tokens": 2790,
  "prompt_tokens": 2389,
  "completion_tokens": 401,
  "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
  }
}