LLM calls

sportstatsdb.com pipelines
time
2026-10-01 01:03:56
pipeline
isu_pipeline
run
csgeo2026
step
6 entries people
object
2135576 Taisiia SHCHERBININA / Artem PETROV
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.03
prompt_tokens
3411
completion_tokens
324
cost_usd
0.010062
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
704c4c54-43ea-413d-856c-3e825ca0d1e8

Answer

{
  "why": "Both candidate cards match the entry. Card 8902099 (Таисия ЩЕРБИНИНА) has birth date 2009-01-23, which matches the ISU profile exactly. Her recent starts are senior pairs with partner Artem PETROV. Card 8924711 (Артём ПЕТРОВ) has the same senior pairs results with Taisiya SHCHERBININA, the same events, scores and club, so he is her partner. The entry flag AIN2 is consistent with a Russian skater now competing as a neutral athlete. The other Petrov card (9646825) is a novice singles skater with only 3 results and no pairs history, so it does not fit.",
  "cards": [
    8902099,
    8924711
  ],
  "followups": [
    {
      "card": 8924711,
      "issue": "Birth date missing on the card",
      "suggestion": "Add birth date 2004-06-30 from the ISU profile for Artem PETROV once it is confirmed to be the same person."
    }
  ],
  "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": "Taisiia SHCHERBININA / Artem PETROV",
    "event": "Trialeti Trophy, 2026-09-30",
    "category": "Pairs",
    "discipline": "pairs",
    "age_group": "senior",
    "step": null,
    "flag": "AIN2",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "taisiia-shcherbinina",
      "name": "Taisiia SHCHERBININA",
      "birth_date": "2009-01-23",
      "place_of_birth": "",
      "country": "RUS",
      "club": "",
      "gender": "F",
      "isu_bests": []
    },
    {
      "slug": "artem-petrov",
      "name": "Artem PETROV",
      "birth_date": "2004-06-30",
      "place_of_birth": "",
      "country": "RUS",
      "club": "",
      "gender": "M",
      "isu_bests": []
    }
  ],
  "loader_guess": [
    8902099,
    8924711
  ],
  "people": [
    {
      "printed": "Taisiia SHCHERBININA",
      "candidates": [
        {
          "card": 8902099,
          "name": "Таисия ЩЕРБИНИНА",
          "latin": "Taisiya SHCHERBININA",
          "gender": "women",
          "birth_date": "2009-01-23",
          "results_total": 44,
          "last_starts": [
            {
              "date": "2026-03-06",
              "event": "Russian Grand Prix Final",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 5,
              "total": "195.09",
              "partner": "Artem PETROV"
            },
            {
              "date": "2025-12-17",
              "event": "Russian Championships",
              "level": "national_champs",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 7,
              "total": "185.09",
              "partner": "Artem PETROV"
            },
            {
              "date": "2025-11-19",
              "event": "Russian Grand Prix – Heart of Siberia",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 4,
              "total": "199.52",
              "partner": "Artem PETROV"
            },
            {
              "date": "2025-10-30",
              "event": "Russian Grand Prix – Krasnoyarye",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 2,
              "total": "201.34",
              "partner": "Artem PETROV"
            },
            {
              "date": "2025-10-08",
              "event": "Panin-Kolomenkin Memorial",
              "level": "national_other",
              "category": "Парное катание МС Мужчины, Женщины",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ГБУ ДО ПК \"СШОР \"Старт\"",
              "flag": "RUS",
              "place": 2,
              "total": "194.89",
              "partner": "Artem PETROV"
            }
          ]
        }
      ]
    },
    {
      "printed": "Artem PETROV",
      "candidates": [
        {
          "card": 8924711,
          "name": "Артём ПЕТРОВ",
          "latin": "Artem PETROV",
          "gender": "men",
          "birth_date": null,
          "results_total": 32,
          "last_starts": [
            {
              "date": "2026-03-06",
              "event": "Russian Grand Prix Final",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 5,
              "total": "195.09",
              "partner": "Taisiya SHCHERBININA"
            },
            {
              "date": "2025-12-17",
              "event": "Russian Championships",
              "level": "national_champs",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 7,
              "total": "185.09",
              "partner": "Taisiya SHCHERBININA"
            },
            {
              "date": "2025-11-19",
              "event": "Russian Grand Prix – Heart of Siberia",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 4,
              "total": "199.52",
              "partner": "Taisiya SHCHERBININA"
            },
            {
              "date": "2025-10-30",
              "event": "Russian Grand Prix – Krasnoyarye",
              "level": "national_series",
              "category": "Парное катание, МС",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ПК СШОР \"Старт\"",
              "flag": "RUS",
              "place": 2,
              "total": "201.34",
              "partner": "Taisiya SHCHERBININA"
            },
            {
              "date": "2025-10-08",
              "event": "Panin-Kolomenkin Memorial",
              "level": "national_other",
              "category": "Парное катание МС Мужчины, Женщины",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Пермский край, ГБУ ДО ПК \"СШОР \"Старт\"",
              "flag": "RUS",
              "place": 2,
              "total": "194.89",
              "partner": "Taisiya SHCHERBININA"
            }
          ]
        },
        {
          "card": 9646825,
          "name": "Артём ПЕТРОВ",
          "latin": "Artem Petrov",
          "gender": "men",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2025-05-16",
              "event": "Season Closing Festival",
              "level": "national_other",
              "category": "Юный фигурист-Москва, Мальчики",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": "ООО Школа Чемпионов Будь Первым",
              "flag": "RUS",
              "place": 1,
              "total": "16.68",
              "partner": null
            },
            {
              "date": "2024-12-01",
              "event": "Pink Cheeks Festival Stage 4",
              "level": "national_other",
              "category": "НОВИЧОК, МАЛЬЧИКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_newcomer",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "14.18",
              "partner": null
            },
            {
              "date": "2024-11-08",
              "event": "Be the First",
              "level": "national_other",
              "category": "Новичок, Мальчики",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_newcomer",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "12.88",
              "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": 0.010062,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.010062,
    "upstream_inference_prompt_cost": 0.006822,
    "upstream_inference_completions_cost": 0.00324
  },
  "total_tokens": 3735,
  "prompt_tokens": 3411,
  "completion_tokens": 324,
  "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
  }
}