LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:54:44
pipeline
isu_pipeline
run
jgpslo2026
step
6 entries people
object
2136396 Kirk HAUGETO
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.39
prompt_tokens
1727
completion_tokens
368
cost_usd
0.007134
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
826a2624-3a8a-46fc-bf1c-3565b7fc1a3a

Answer

{
  "why": "Card 8854844 matches the entry on name, flag (USA), discipline (singles), and age group and category (Junior Men). Its birth date, 2009-02-23, is the same as on the ISU profile for Kirk Haugeto (USA). It has recent junior starts, including a Junior Grand Prix stage in Turkey on 2026-09-17, and the loader guess also points to it. Card 9650643 is a different card: gender women, no birth date, and a single novice result from 2020. That is a poor fit for a junior men entry. The card 9650643 could be a duplicate or a mis-gendered record of the same skater, so I have flagged it for a later check.",
  "cards": [
    8854844
  ],
  "followups": [
    {
      "card": 9650643,
      "issue": "Card with the same name is marked as women, has no birth date, and has one 2020 novice result (Hershey Open). It may be a duplicate or mis-gendered record of the same skater.",
      "suggestion": "Check whether this is the same person as card 8854844. If it is, merge the cards or fix the gender. If not, leave it 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": "Kirk HAUGETO",
    "event": "Junior Grand Prix Slovenia, 2026-10-01",
    "category": "Junior Men",
    "discipline": "singles",
    "age_group": "junior",
    "step": null,
    "flag": "USA",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "kirk-haugeto",
      "name": "Kirk HAUGETO",
      "birth_date": "2009-02-23",
      "place_of_birth": "",
      "country": "USA",
      "club": "All Year Figure Skating Club",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8854844
  ],
  "people": [
    {
      "printed": "Kirk HAUGETO",
      "candidates": [
        {
          "card": 8854844,
          "name": "Kirk Haugeto",
          "latin": "Kirk Haugeto",
          "gender": "men",
          "birth_date": "2009-02-23",
          "results_total": 44,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 4,
              "total": "188.77",
              "partner": null
            },
            {
              "date": "2026-08-01",
              "event": "Asian Open Figure Skating Trophy",
              "level": "international_other",
              "category": "Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 6,
              "total": "159.49",
              "partner": null
            },
            {
              "date": "2026-07-10",
              "event": "U.S. Junior Team Cup",
              "level": "national_other",
              "category": "Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "All Year FSC",
              "flag": "USA",
              "place": 3,
              "total": "179.85",
              "partner": null
            },
            {
              "date": "2026-06-20",
              "event": "Southern California Interclub Championships",
              "level": "national_other",
              "category": "14_30 Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "All Year FSC",
              "flag": "USA",
              "place": 1,
              "total": "178.38",
              "partner": null
            },
            {
              "date": "2026-05-30",
              "event": "All Year Open",
              "level": "national_other",
              "category": "118 Championship Junior Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "All Year FSC",
              "flag": "USA",
              "place": 1,
              "total": "58.99",
              "partner": null
            }
          ]
        },
        {
          "card": 9650643,
          "name": "Kirk Haugeto",
          "latin": "Kirk Haugeto",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2020-08-13",
              "event": "Hershey Open",
              "level": "national_other",
              "category": "2020 Hershey Open",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 1,
              "total": "39.57",
              "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": 0.007134,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007134,
    "upstream_inference_prompt_cost": 0.003454,
    "upstream_inference_completions_cost": 0.00368
  },
  "total_tokens": 2095,
  "prompt_tokens": 1727,
  "completion_tokens": 368,
  "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
  }
}