LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:22:44
pipeline
isu_pipeline
run
gpjpn2026
step
6 entries people
object
2136461 Julia SAUTER
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.77
prompt_tokens
2333
completion_tokens
389
cost_usd
0.008556
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
53b62a57-3b56-4471-b0bc-8fb61131d007

Answer

{
  "why": "The entry is Julia SAUTER, Women singles, senior, ROU. Card 8850288 has the same name, ROU flag, senior women singles results through Sept 2026 (Worlds, Olympics, Europeans), and a birth date of 1997-06-18 that matches the ISU profile (country ROU, club ACS Corona Brasov). It is also the loader's guess. Card 8865342 is a German novice skater with Bavarian club results, so it is a different person. Card 9648215 (Julija SAUTER, one 2018 ROU senior result at the Balkan Games) is plausibly the same skater under a variant spelling, but it is a single old result with no birth date. The active card is clearly the better link.",
  "cards": [
    8850288
  ],
  "followups": [
    {
      "card": 9648215,
      "issue": "Possible duplicate: 'Julija SAUTER' with ROU senior ladies result in 2018 (Balkan Games), no birth date, name spelled differently.",
      "suggestion": "Check whether this is the same skater as card 8850288 (Julia SAUTER, b. 1997-06-18); if so, merge it or link it as a name variant."
    }
  ],
  "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": "Julia SAUTER",
    "event": "NHK Trophy, 2026-11-27",
    "category": "Women",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "ROU",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "julia-sauter",
      "name": "Julia SAUTER",
      "birth_date": "1997-06-18",
      "place_of_birth": "Weingarten GER",
      "country": "ROU",
      "club": "ACS Corona Brasov",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8850288
  ],
  "people": [
    {
      "printed": "Julia SAUTER",
      "candidates": [
        {
          "card": 8850288,
          "name": "Julia SAUTER",
          "latin": "Julia SAUTER",
          "gender": "women",
          "birth_date": "1997-06-18",
          "results_total": 81,
          "last_starts": [
            {
              "date": "2026-09-24",
              "event": "Nepela Memorial",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROU",
              "place": 7,
              "total": "163.23",
              "partner": null
            },
            {
              "date": "2026-03-24",
              "event": "World Championships",
              "level": "worlds",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROU",
              "place": 22,
              "total": "159.51",
              "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": "ROU",
              "place": 17,
              "total": "190.93",
              "partner": null
            },
            {
              "date": "2026-01-13",
              "event": "European Championships",
              "level": "continental",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROU",
              "place": 11,
              "total": "174.37",
              "partner": null
            },
            {
              "date": "2025-11-13",
              "event": "Cup of Innsbruck",
              "level": "international_other",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROU",
              "place": 4,
              "total": "155.14",
              "partner": null
            }
          ]
        },
        {
          "card": 8865342,
          "name": "Julia SAUTER",
          "latin": "Julia SAUTER",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2026-02-26",
              "event": "Bayerische Jugendmeisterschaften",
              "level": "national_other",
              "category": "Neulinge B Mädchen",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "EHCKL",
              "flag": "GER",
              "place": 12,
              "total": "25.76",
              "partner": null
            },
            {
              "date": "2025-11-21",
              "event": "Bayerische Nachwuchsmeisterschaften",
              "level": "national_other",
              "category": "Neulinge B Mädchen",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "GER",
              "place": 17,
              "total": "23.05",
              "partner": null
            },
            {
              "date": "2025-02-13",
              "event": "Bayerische Jugendmeisterschaften",
              "level": "national_other",
              "category": "Neulinge B Mädchen II",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "EHCKL",
              "flag": "GER",
              "place": 15,
              "total": "29.10",
              "partner": null
            },
            {
              "date": "2024-11-08",
              "event": "Bayerische Nachwuchsmeisterschaften",
              "level": "national_other",
              "category": "Neulinge B Mädchen 2",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "EHCKL",
              "flag": "GER",
              "place": 13,
              "total": "27.73",
              "partner": null
            }
          ]
        },
        {
          "card": 9648215,
          "name": "Julija SAUTER",
          "latin": "Julija SAUTER",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2018-03-29",
              "event": "Balkan Games",
              "level": "international_other",
              "category": "SENIOR LADIES",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROU",
              "place": 1,
              "total": "140.52",
              "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": 0.008556,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008556,
    "upstream_inference_prompt_cost": 0.004666,
    "upstream_inference_completions_cost": 0.00389
  },
  "total_tokens": 2722,
  "prompt_tokens": 2333,
  "completion_tokens": 389,
  "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
  }
}