LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:18:03
pipeline
isu_pipeline
run
jgppol2026
step
6 entries people
object
2136420 Alice SMITH
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.17
prompt_tokens
2603
completion_tokens
522
cost_usd
0.010426
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
28de736c-3f22-47a2-8d90-80c529cc65dd

Answer

{
  "why": "Card 8854073 matches the entry on flag (GBR), discipline (singles), age group (junior) and category (Junior Women). Its recent starts are consistent: Junior Grand Prix Georgia and Tallinn Open in Sept 2026, and Junior Worlds in March 2026. Its birth date of 2011-03-19 matches the ISU profile for Alice SMITH (GBR, London, Romford), so it is the same person and is age-appropriate for juniors. The other candidates do not fit. 8870743 is Belgian, last active in 2024. 8918870 is a US Excel/adult-level skater. 9017996 is a GBR pairs skater at senior level with a partner, not a junior singles skater.",
  "cards": [
    8854073
  ],
  "followups": [
    {
      "card": 8854073,
      "issue": "Two 2026 results (Utah Skatefest, Sun Valley Summer Championships) are in US adult 'Young Adult Character Performance' categories, with age_group senior and step adult. They are unlikely to belong to a GBR junior born in 2011.",
      "suggestion": "Check whether these results were merged in by mistake from another Alice Smith, possibly card 8918870 (the Utah-based skater), and move them if so."
    },
    {
      "card": 8918870,
      "issue": "This card is a Utah-based skater with US Excel results. The adult results on card 8854073 may belong here, so it could be linked to a duplicate.",
      "suggestion": "Review the two cards for a wrong merge and confirm the identity of the Utah skater."
    }
  ],
  "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": "Alice SMITH",
    "event": "Junior Grand Prix Poland, 2026-10-08",
    "category": "Junior Women",
    "discipline": "singles",
    "age_group": "junior",
    "step": null,
    "flag": "GBR",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "alice-smith",
      "name": "Alice SMITH",
      "birth_date": "2011-03-19",
      "place_of_birth": "London",
      "country": "GBR",
      "club": "Romford",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8854073
  ],
  "people": [
    {
      "printed": "Alice SMITH",
      "candidates": [
        {
          "card": 8854073,
          "name": "Alice SMITH",
          "latin": "Alice SMITH",
          "gender": "women",
          "birth_date": "2011-03-19",
          "results_total": 27,
          "last_starts": [
            {
              "date": "2026-09-24",
              "event": "Junior Grand Prix Georgia",
              "level": "gp_stage",
              "category": "JUNIOR WOMEN",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 15,
              "total": "152.54",
              "partner": null
            },
            {
              "date": "2026-09-11",
              "event": "Tallinn Open",
              "level": "international_other",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 4,
              "total": "163.56",
              "partner": null
            },
            {
              "date": "2026-07-22",
              "event": "Sun Valley Summer Championships",
              "level": "national_other",
              "category": "343 Young Adult Character Performance",
              "discipline": "singles",
              "age_group": "senior",
              "step": "adult",
              "club": "Independent Member",
              "flag": "GBR",
              "place": 1,
              "total": "14.68",
              "partner": null
            },
            {
              "date": "2026-06-10",
              "event": "Utah Skatefest",
              "level": "national_other",
              "category": "45 Young Adult Character Performance",
              "discipline": "singles",
              "age_group": "senior",
              "step": "adult",
              "club": "Individual Member",
              "flag": "GBR",
              "place": 1,
              "total": "21.17",
              "partner": null
            },
            {
              "date": "2026-03-03",
              "event": "World Junior Championships",
              "level": "worlds",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 27,
              "total": "52.20",
              "partner": null
            }
          ]
        },
        {
          "card": 8870743,
          "name": "Alice SMITH",
          "latin": "Alice SMITH",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2024-02-01",
              "event": "Ice Talent Trophy",
              "level": "international_other",
              "category": "Junior A Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BEL",
              "place": 3,
              "total": "132.33",
              "partner": null
            }
          ]
        },
        {
          "card": 8918870,
          "name": "Alice Smith",
          "latin": "Alice Smith",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2024-03-22",
              "event": "Spring Challenge",
              "level": "national_other",
              "category": "199 Excel Juvenile Plus Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_excel_juv",
              "club": "Wasatch FSC",
              "flag": "USA",
              "place": 2,
              "total": null,
              "partner": null
            },
            {
              "date": "2023-07-13",
              "event": "Excel National Festival",
              "level": "national_other",
              "category": "5 Excel Preliminary Plus Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_excel_prelim",
              "club": "Wasatch FSC",
              "flag": "USA",
              "place": 20,
              "total": null,
              "partner": null
            },
            {
              "date": "2023-06-07",
              "event": "SkateFest",
              "level": "national_other",
              "category": "067 Preliminary Plus Girls Excel",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_excel_prelim",
              "club": "Utah FSC",
              "flag": "USA",
              "place": 1,
              "total": null,
              "partner": null
            },
            {
              "date": "2021-09-08",
              "event": "Oktoberfest",
              "level": "national_other",
              "category": "62 PRE PRELIMINARY GIRLS FREE SKATE",
              "discipline": "singles",
              "age_group": "novice",
              "step": "usa_prepre",
              "club": "Utah FSC",
              "flag": "USA",
              "place": 9,
              "total": null,
              "partner": null
            }
          ]
        },
        {
          "card": 9017996,
          "name": "Alice Smith",
          "latin": "Alice Smith",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": null,
              "event": "British Championships",
              "level": "national_champs",
              "category": "Pairs",
              "discipline": "pairs",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 2,
              "total": null,
              "partner": "Joseph Dixon"
            }
          ]
        }
      ]
    }
  ]
}

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": 0.010426,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.010426,
    "upstream_inference_prompt_cost": 0.005206,
    "upstream_inference_completions_cost": 0.00522
  },
  "total_tokens": 3125,
  "prompt_tokens": 2603,
  "completion_tokens": 522,
  "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
  }
}