LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:18:23
pipeline
isu_pipeline
run
jgppol2026
step
6 entries people
object
2136422 Angelina CUCHERAT / Leopold DACQUIN
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.06
prompt_tokens
1781
completion_tokens
413
cost_usd
0.007692
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
5def9e4f-0af6-41fb-b556-81a556365b33

Answer

{
  "why": "Angelina CUCHERAT: the only candidate card 8855088 matches on name, birth date 2009-03-02 (same as the ISU profile), FRA flag, junior ice dance, and recent seasons with the same partner. Leopold DACQUIN: no candidates were listed, so null. Angelina's recent starts show the partner as 'Leopold HERNANDEZ-DACQUIN', and the ISU profile is 'Leopold DACQUIN' (born 2008-02-26, Lyon, same club). He is very likely the same person, but that card is not among the candidates, so I cannot link it. Confidence is medium rather than high because of the missing partner card.",
  "cards": [
    8855088,
    null
  ],
  "followups": [
    {
      "card": 8855088,
      "issue": "Partner is recorded as 'Leopold HERNANDEZ-DACQUIN' in past results, while the entry and ISU profile use 'Leopold DACQUIN'.",
      "suggestion": "Check whether a card exists for Leopold HERNANDEZ-DACQUIN (born 2008-02-26). If so, link the entry to it and consider aligning the name with the ISU form 'DACQUIN' to avoid a duplicate card."
    }
  ],
  "confidence": "medium"
}

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": "Angelina CUCHERAT / Leopold DACQUIN",
    "event": "Junior Grand Prix Poland, 2026-10-08",
    "category": "Junior Ice Dance",
    "discipline": "dance",
    "age_group": "junior",
    "step": null,
    "flag": "FRA",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "angelina-cucherat",
      "name": "Angelina CUCHERAT",
      "birth_date": "2009-03-02",
      "place_of_birth": "Ecully",
      "country": "FRA",
      "club": "Club des Sports de Glace de Lyon",
      "gender": "F"
    },
    {
      "slug": "leopold-dacquin",
      "name": "Leopold DACQUIN",
      "birth_date": "2008-02-26",
      "place_of_birth": "Lyon",
      "country": "FRA",
      "club": "CSG Lyon pole performance",
      "gender": "M"
    }
  ],
  "loader_guess": [],
  "people": [
    {
      "printed": "Angelina CUCHERAT",
      "candidates": [
        {
          "card": 8855088,
          "name": "Angelina CUCHERAT",
          "latin": "Angelina CUCHERAT",
          "gender": "women",
          "birth_date": "2009-03-02",
          "results_total": 11,
          "last_starts": [
            {
              "date": "2025-12-18",
              "event": "French Championships",
              "level": "national_champs",
              "category": "CF Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "LSG-LYON/LSG-LYON",
              "flag": "FRA",
              "place": 8,
              "total": "118.75",
              "partner": "Leopold HERNANDEZ-DACQUIN"
            },
            {
              "date": "2025-11-25",
              "event": "Tallinn Trophy",
              "level": "challenger",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 4,
              "total": "127.55",
              "partner": "Leopold HERNANDEZ-DACQUIN"
            },
            {
              "date": "2025-11-05",
              "event": "Ice Challenge",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 4,
              "total": "118.70",
              "partner": "Leopold HERNANDEZ-DACQUIN"
            },
            {
              "date": "2025-10-10",
              "event": "Budapest Trophy",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FRA",
              "place": 7,
              "total": "111.88",
              "partner": "Leopold HERNANDEZ-DACQUIN"
            },
            {
              "date": "2025-01-31",
              "event": "Championnats de France Juniors",
              "level": "national_junior",
              "category": "Championnat de France Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "LSG-LYON/LSG-LYON",
              "flag": "FRA",
              "place": 12,
              "total": "94.02",
              "partner": "Leopold HERNANDEZ-DACQUIN"
            }
          ]
        }
      ]
    },
    {
      "printed": "Leopold DACQUIN",
      "candidates": []
    }
  ]
}

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": 0.007692,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007692,
    "upstream_inference_prompt_cost": 0.003562,
    "upstream_inference_completions_cost": 0.00413
  },
  "total_tokens": 2194,
  "prompt_tokens": 1781,
  "completion_tokens": 413,
  "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
  }
}