LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:56:46
pipeline
isu_pipeline
run
cskaz2026
step
6 entries people
object
2136399 Douglas GERBER
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.55
prompt_tokens
1701
completion_tokens
394
cost_usd
0.007342
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
d06ddbda-b742-4e3c-96e0-bc3079981ef7

Answer

{
  "why": "Card 8851322 matches the entry on name, men's senior singles, and flag AUS. It has 67 results, and its recent starts run through August 2026, including Four Continents, so it is clearly active and fits a senior men's entry. Its birth date of 2003-09-22 matches the ISU profile for Douglas Gerber, which lists NZL as the country. The flag mismatch is not a problem, because this skater has represented AUS in all recent starts. Card 9647807 is a single NZL result from 2022 with no birth date. It could be the same person from before a federation switch, but the evidence is thin, so it is likely a duplicate of the main card. I chose the main card.",
  "cards": [
    8851322
  ],
  "followups": [
    {
      "card": 9647807,
      "issue": "Single 2022 NZL senior men's result (NZ Championships) with no birth date. It may be the same skater as card 8851322, who is listed as born in Auckland with country NZL on the ISU profile and now competes for AUS.",
      "suggestion": "Check whether it is a duplicate and merge into 8851322 if confirmed. Verify the ISU profile nationality (NZL) against the current AUS flag."
    }
  ],
  "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": "Douglas GERBER",
    "event": "Denis Ten Memorial Challenge, 2026-10-07",
    "category": "Men",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "AUS",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "douglas-gerber",
      "name": "Douglas GERBER",
      "birth_date": "2003-09-22",
      "place_of_birth": "Auckland NZL",
      "country": "NZL",
      "club": "Silverblades ice skating club",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8851322
  ],
  "people": [
    {
      "printed": "Douglas GERBER",
      "candidates": [
        {
          "card": 8851322,
          "name": "Douglas GERBER",
          "latin": "Douglas GERBER",
          "gender": "men",
          "birth_date": "2003-09-22",
          "results_total": 67,
          "last_starts": [
            {
              "date": "2026-08-01",
              "event": "Asian Open Figure Skating Trophy",
              "level": "international_other",
              "category": "Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AUS",
              "place": 5,
              "total": "189.32",
              "partner": null
            },
            {
              "date": "2026-05-01",
              "event": "Thailand Open Figure Skating Trophy",
              "level": "international_other",
              "category": "Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AUS",
              "place": 2,
              "total": "163.52",
              "partner": null
            },
            {
              "date": "2026-01-21",
              "event": "Four Continents Championships",
              "level": "continental",
              "category": "Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AUS",
              "place": 19,
              "total": "189.06",
              "partner": null
            },
            {
              "date": "2025-10-18",
              "event": "State Championships and Spring Cup",
              "level": "national_other",
              "category": "Senior Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AUS",
              "place": 1,
              "total": "191.21",
              "partner": null
            },
            {
              "date": "2025-09-18",
              "event": "Skate to Milano",
              "level": "international_other",
              "category": "Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AUS",
              "place": 17,
              "total": "182.84",
              "partner": null
            }
          ]
        },
        {
          "card": 9647807,
          "name": "Douglas GERBER",
          "latin": "Douglas GERBER",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2022-10-18",
              "event": "NZIFSA: 2022 New Zealand Ice Figure Skating Championships",
              "level": null,
              "category": "Senior Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "NZL",
              "place": 1,
              "total": "154.06",
              "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": 0.007342,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007342,
    "upstream_inference_prompt_cost": 0.003402,
    "upstream_inference_completions_cost": 0.00394
  },
  "total_tokens": 2095,
  "prompt_tokens": 1701,
  "completion_tokens": 394,
  "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
  }
}