LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:22:40
pipeline
isu_pipeline
run
gpjpn2026
step
6 entries people
object
2136461 Jia SHIN
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.61
prompt_tokens
1636
completion_tokens
367
cost_usd
0.006942
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
32399870-5ba1-4a70-8557-7eb24954af40

Answer

{
  "why": "Card 8852427 matches the entry on name, flag (KOR), Women singles, senior level and recent seasons (Lombardia Trophy Sept 2026, Worlds, Olympics, Four Continents). Its birth date 2008-03-19 matches the ISU profile for Jia SHIN (KOR, Busan). Card 8983357 is a single junior result from 2023 with flag JPN, no birth date, and a club listed as 韓国. It is a weaker fit, though it could be the same skater or a namesake.",
  "cards": [
    8852427
  ],
  "followups": [
    {
      "card": 8983357,
      "issue": "Possible duplicate or mis-attributed card: one junior result (Aqua Cup 2023) with flag JPN, club '韓国', and no birth date, under the same name as the KOR senior skater.",
      "suggestion": "Check whether this Aqua Cup entry belongs to Jia SHIN (KOR, b. 2008-03-19). If it does, merge it into card 8852427 and fix the flag. If it is a different person, add a birth date or other identifying data."
    }
  ],
  "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": "Jia SHIN",
    "event": "NHK Trophy, 2026-11-27",
    "category": "Women",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "KOR",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "jia-shin",
      "name": "Jia SHIN",
      "birth_date": "2008-03-19",
      "place_of_birth": "Busan",
      "country": "KOR",
      "club": "",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8852427
  ],
  "people": [
    {
      "printed": "Jia SHIN",
      "candidates": [
        {
          "card": 8852427,
          "name": "Jia SHIN",
          "latin": "Jia SHIN",
          "gender": "women",
          "birth_date": "2008-03-19",
          "results_total": 31,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Lombardia Trophy",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "KOR",
              "place": 2,
              "total": "74.93",
              "partner": null
            },
            {
              "date": "2026-03-24",
              "event": "World Championships",
              "level": "worlds",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "KOR",
              "place": 8,
              "total": "201.89",
              "partner": null
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games Team Event",
              "level": "olympics",
              "category": "Team Ladies",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "KOR",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games",
              "level": "olympics",
              "category": "Women Single Skating",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "KOR",
              "place": 11,
              "total": "206.68",
              "partner": null
            },
            {
              "date": "2026-01-21",
              "event": "Four Continents Championships",
              "level": "continental",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "KOR",
              "place": 6,
              "total": "185.06",
              "partner": null
            }
          ]
        },
        {
          "card": 8983357,
          "name": "Jia SHIN",
          "latin": "Jia SHIN",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2023-07-01",
              "event": "Aqua Cup",
              "level": "national_other",
              "category": "ジュニア女子",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "韓国",
              "flag": "JPN",
              "place": null,
              "total": null,
              "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": 0.006942,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.006942,
    "upstream_inference_prompt_cost": 0.003272,
    "upstream_inference_completions_cost": 0.00367
  },
  "total_tokens": 2003,
  "prompt_tokens": 1636,
  "completion_tokens": 367,
  "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
  }
}