LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:55:02
pipeline
isu_pipeline
run
jgpslo2026
step
6 entries people
object
2136398 Iris LAHTI / Oskari LIEDENPOHJA
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.5
prompt_tokens
2836
completion_tokens
486
cost_usd
0.010532
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
c07c15a0-4e94-47aa-b01c-2fb268ab1293

Answer

{
  "why": "Iris LAHTI card 8855664 matches the ISU profile birth date (2010-05-20), flag FIN, and junior ice dance history, with recent starts as a team with Oskari LIEDENPOHJA, including Junior Grand Prix Latvia. Oskari LIEDENPOHJA card 8856290 matches the ISU profile birth date (2005-10-08), flag FIN, and the same partnership and junior dance starts. The other Iris LAHTI card 9562512 has no birth date, GBR flag, solo dance novice in 2023, so it is a different person. Oskari's age (born 2005) is unusual for junior ice dance, but the partnership results are consistent and the ISU profile confirms the birth date, so I keep the link.",
  "cards": [
    8855664,
    8856290
  ],
  "followups": [
    {
      "card": 8856290,
      "issue": "Birth date 2005-10-08 makes the skater about 21 at the time of the event, which is above the usual junior age limit for ice dance partners (21 by 1 July before the season), so eligibility looks borderline.",
      "suggestion": "Verify the birth date and junior eligibility when results arrive."
    },
    {
      "card": 9562512,
      "issue": "Another Iris LAHTI card with no birth date, GBR flag and solo dance results; probably a different person, not a duplicate.",
      "suggestion": "Check that it is not a duplicate of card 8855664; if it is a different skater, leave as is."
    }
  ],
  "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": "Iris LAHTI / Oskari LIEDENPOHJA",
    "event": "Junior Grand Prix Slovenia, 2026-10-01",
    "category": "Junior Ice Dance",
    "discipline": "dance",
    "age_group": "junior",
    "step": null,
    "flag": "FIN",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "iris-lahti",
      "name": "Iris LAHTI",
      "birth_date": "2010-05-20",
      "place_of_birth": "Espoo",
      "country": "FIN",
      "club": "Helsingin Luistelijat",
      "gender": "F"
    },
    {
      "slug": "oskari-liedenpohja",
      "name": "Oskari LIEDENPOHJA",
      "birth_date": "2005-10-08",
      "place_of_birth": "Tampere",
      "country": "FIN",
      "club": "Helsingin Luistelijat",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8855664,
    8856290
  ],
  "people": [
    {
      "printed": "Iris LAHTI",
      "candidates": [
        {
          "card": 8855664,
          "name": "Iris LAHTI",
          "latin": "Iris LAHTI",
          "gender": "women",
          "birth_date": "2010-05-20",
          "results_total": 18,
          "last_starts": [
            {
              "date": "2026-09-03",
              "event": "Bolero Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 6,
              "total": "123.64",
              "partner": "Oskari LIEDENPOHJA"
            },
            {
              "date": "2026-08-26",
              "event": "Junior Grand Prix Latvia",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 13,
              "total": "121.60",
              "partner": "Oskari LIEDENPOHJA"
            },
            {
              "date": "2026-08-08",
              "event": "MJ & NMJ Kesäkisa",
              "level": "national_other",
              "category": "SM-JUNIORI Jäätanssi",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 1,
              "total": "113.03",
              "partner": "Oskari LIEDENPOHJA"
            },
            {
              "date": "2026-02-17",
              "event": "Skate Berlin International",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 5,
              "total": "126.01",
              "partner": "Oskari LIEDENPOHJA"
            },
            {
              "date": "2026-02-14",
              "event": "Finnish Ice Dance Open",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 7,
              "total": "119.18",
              "partner": "Oskari LIEDENPOHJA"
            }
          ]
        },
        {
          "card": 9562512,
          "name": "Iris LAHTI",
          "latin": "Iris LAHTI",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2023-03-27",
              "event": "Blackburn Solo Dance Competition",
              "level": "national_other",
              "category": "Intermediate Novice PD",
              "discipline": "solo_dance",
              "age_group": "novice",
              "step": "isu_int_nov",
              "club": "HEL/",
              "flag": "GBR",
              "place": 1,
              "total": null,
              "partner": null
            }
          ]
        }
      ]
    },
    {
      "printed": "Oskari LIEDENPOHJA",
      "candidates": [
        {
          "card": 8856290,
          "name": "Oskari LIEDENPOHJA",
          "latin": "Oskari LIEDENPOHJA",
          "gender": "men",
          "birth_date": "2005-10-08",
          "results_total": 47,
          "last_starts": [
            {
              "date": "2026-09-03",
              "event": "Bolero Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 6,
              "total": "123.64",
              "partner": "Iris LAHTI"
            },
            {
              "date": "2026-08-26",
              "event": "Junior Grand Prix Latvia",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 13,
              "total": "121.60",
              "partner": "Iris LAHTI"
            },
            {
              "date": "2026-08-08",
              "event": "MJ & NMJ Kesäkisa",
              "level": "national_other",
              "category": "SM-JUNIORI Jäätanssi",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 1,
              "total": "113.03",
              "partner": "Iris LAHTI"
            },
            {
              "date": "2026-02-17",
              "event": "Skate Berlin International",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 5,
              "total": "126.01",
              "partner": "Iris LAHTI"
            },
            {
              "date": "2026-02-14",
              "event": "Finnish Ice Dance Open",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "FIN",
              "place": 7,
              "total": "119.18",
              "partner": "Iris LAHTI"
            }
          ]
        }
      ]
    }
  ]
}

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": 0.010532,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.010532,
    "upstream_inference_prompt_cost": 0.005672,
    "upstream_inference_completions_cost": 0.00486
  },
  "total_tokens": 3322,
  "prompt_tokens": 2836,
  "completion_tokens": 486,
  "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
  }
}