LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:20:09
pipeline
isu_pipeline
run
gpcan2026
step
6 entries people
object
2136445 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
359
cost_usd
0.006862
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
676afb58-46aa-4477-a1ed-aa55de3cd7e9

Answer

{
  "why": "Card 8852427 is Jia SHIN, women's singles, senior, flag KOR, born 2008-03-19. This matches the ISU profile (KOR, F, same birth date) and the loader guess. The card is active, with a Lombardia Trophy start in September 2026 and senior results at Worlds and the Olympics. Card 8983357 has a single junior result from 2023 at a Japanese national event. It has a JPN flag, no birth date, and a Korean club name in the club field. That is a weaker fit for a senior KOR entry. It could be the same skater, but this is not established.",
  "cards": [
    8852427
  ],
  "followups": [
    {
      "card": 8983357,
      "issue": "Possible duplicate of card 8852427: same name, one 2023 junior result at Aqua Cup (Japan) with flag JPN, club listed as 韓国, no birth date.",
      "suggestion": "Check whether this is the same skater as 8852427 (a Korean skater competing in Japan). If so, merge the cards and correct the flag to KOR. If not, leave them separate."
    }
  ],
  "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": "Skate Canada International, 2026-10-30",
    "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": 0.006862,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.006862,
    "upstream_inference_prompt_cost": 0.003272,
    "upstream_inference_completions_cost": 0.00359
  },
  "total_tokens": 1995,
  "prompt_tokens": 1636,
  "completion_tokens": 359,
  "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
  }
}