LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:58:56
pipeline
isu_pipeline
run
gpfra2026
step
6 entries people
object
2136407 Camille KOVALEV / Pavel KOVALEV
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.58
prompt_tokens
3141
completion_tokens
269
cost_usd
0.008972
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
5063881b-f82b-40ca-a7d5-8b9df25aa7aa

Answer

{
  "why": "Camille KOVALEV: card 8855222 has the same name and birth date 1994-11-29 as the ISU profile. It is a senior pairs, FRA card with recent starts alongside Pavel KOVALEV, so it matches this senior pairs entry. Pavel KOVALEV: card 8856308 has birth date 1992-01-04, matching the ISU profile. It is senior pairs, FRA, with the same recent events and Camille as partner. The other candidate, 9612536, is a Russian novice singles skater from 2012 with no birth date, and the 2005 birth year in its category does not fit a skater born in 1992. It is a different person, so I did not choose it. The loader's guess agrees with these choices.",
  "cards": [
    8855222,
    8856308
  ],
  "followups": [],
  "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": "Camille KOVALEV / Pavel KOVALEV",
    "event": "Grand Prix de France, 2026-10-23",
    "category": "Pairs",
    "discipline": "pairs",
    "age_group": "senior",
    "step": null,
    "flag": "FRA",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "camille-kovalev",
      "name": "Camille KOVALEV",
      "birth_date": "1994-11-29",
      "place_of_birth": "Toulouse",
      "country": "FRA",
      "club": "",
      "gender": "F"
    },
    {
      "slug": "pavel-kovalev",
      "name": "Pavel KOVALEV",
      "birth_date": "1992-01-04",
      "place_of_birth": "St. Petersburg RUS",
      "country": "FRA",
      "club": "Club Olympique de Courbevoie",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8855222,
    8856308
  ],
  "people": [
    {
      "printed": "Camille KOVALEV",
      "candidates": [
        {
          "card": 8855222,
          "name": "Camille KOVALEV",
          "latin": "Camille KOVALEV",
          "gender": "women",
          "birth_date": "1994-11-29",
          "results_total": 93,
          "last_starts": [
            {
              "date": "2026-09-04",
              "event": "Kinoshita Group Cup",
              "level": "challenger",
              "category": "Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 6,
              "total": "151.69",
              "partner": "Pavel KOVALEV"
            },
            {
              "date": "2026-08-27",
              "event": "Master's de Patinage",
              "level": "national_other",
              "category": "National Senior Couple",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": "ANGER/ANGER",
              "flag": "FRA",
              "place": 1,
              "total": "163.65",
              "partner": "Pavel KOVALEV"
            },
            {
              "date": "2026-03-24",
              "event": "World Championships",
              "level": "worlds",
              "category": "Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 17,
              "total": "169.20",
              "partner": "Pavel KOVALEV"
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games Team Event",
              "level": "olympics",
              "category": "Team Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 7,
              "total": null,
              "partner": "Pavel KOVALEV"
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games",
              "level": "olympics",
              "category": "Pair Skating",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 16,
              "total": "178.43",
              "partner": "Pavel KOVALEV"
            }
          ]
        }
      ]
    },
    {
      "printed": "Pavel KOVALEV",
      "candidates": [
        {
          "card": 8856308,
          "name": "Pavel KOVALEV",
          "latin": "Pavel KOVALEV",
          "gender": "men",
          "birth_date": "1992-01-04",
          "results_total": 78,
          "last_starts": [
            {
              "date": "2026-09-04",
              "event": "Kinoshita Group Cup",
              "level": "challenger",
              "category": "Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 6,
              "total": "151.69",
              "partner": "Camille KOVALEV"
            },
            {
              "date": "2026-08-27",
              "event": "Master's de Patinage",
              "level": "national_other",
              "category": "National Senior Couple",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": "ANGER/ANGER",
              "flag": "FRA",
              "place": 1,
              "total": "163.65",
              "partner": "Camille KOVALEV"
            },
            {
              "date": "2026-03-24",
              "event": "World Championships",
              "level": "worlds",
              "category": "Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 17,
              "total": "169.20",
              "partner": "Camille KOVALEV"
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games",
              "level": "olympics",
              "category": "Pair Skating",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 16,
              "total": "178.43",
              "partner": "Camille KOVALEV"
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games Team Event",
              "level": "olympics",
              "category": "Team Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 7,
              "total": null,
              "partner": "Camille KOVALEV"
            }
          ]
        },
        {
          "card": 9612536,
          "name": "Павел КОВАЛЕВ",
          "latin": "Pavel Kovalev",
          "gender": "men",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2012-04-10",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "3-Й ЮНОШЕСКИЙ, МАЛЬЧИКИ 2005",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "Москва, СДЮСШОР \"Воробьевы горы\"",
              "flag": "RUS",
              "place": 5,
              "total": "21.22",
              "partner": null
            },
            {
              "date": "2012-04-03",
              "event": "Pakhomova Memorial",
              "level": "national_other",
              "category": "Открытое Первенство \"Юный Динамовец\" 3-Й ЮНОШЕСКИЙ, МАЛЬЧИКИ ДЕТАЛИЗАЦИЯ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "27.43",
              "partner": null
            },
            {
              "date": "2012-01-11",
              "event": "Tchaikovskaya Trophy",
              "level": "national_other",
              "category": "ЮНЫЙ ФИГУРИСТ, МАЛЬЧИКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "15.69",
              "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": 0.008972,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008972,
    "upstream_inference_prompt_cost": 0.006282,
    "upstream_inference_completions_cost": 0.00269
  },
  "total_tokens": 3410,
  "prompt_tokens": 3141,
  "completion_tokens": 269,
  "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
  }
}