LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:54:55
pipeline
isu_pipeline
run
jgpslo2026
step
6 entries people
object
2136398 Charlie ANDERSON / Cayden DAWSON
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.44
prompt_tokens
3358
completion_tokens
293
cost_usd
0.009646
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
714f0853-031f-4e2d-973a-85d7dd7e2c04

Answer

{
  "why": "Charlie ANDERSON: card 9646101 matches the ISU profile birth date (2006-01-16), flag CAN, junior ice dance, and has recent starts with partner Cayden DAWSON, including JGP Turkey 2026-09-17. Card 8855254 is a GBR singles skater with no birth date and last active in 2019, so it is a different person. Cayden DAWSON: card 8855243 matches the ISU profile birth date (2006-02-22), CAN, junior dance, and the same partnership. It is the only candidate.",
  "cards": [
    9646101,
    8855243
  ],
  "followups": [
    {
      "card": 9646101,
      "issue": "Same-name card 8855254 (GBR ladies singles, no birth date) exists, which could be confused with this card.",
      "suggestion": "Keep the two cards separate and check that no results are wrongly merged."
    }
  ],
  "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": "Charlie ANDERSON / Cayden DAWSON",
    "event": "Junior Grand Prix Slovenia, 2026-10-01",
    "category": "Junior Ice Dance",
    "discipline": "dance",
    "age_group": "junior",
    "step": null,
    "flag": "CAN",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "charlie-anderson",
      "name": "Charlie ANDERSON",
      "birth_date": "2006-01-16",
      "place_of_birth": "London, ON",
      "country": "CAN",
      "club": "Ice Academy of Montreal ",
      "gender": "F"
    },
    {
      "slug": "cayden-dawson",
      "name": "Cayden DAWSON",
      "birth_date": "2006-02-22",
      "place_of_birth": "Toronto",
      "country": "CAN",
      "club": "Ice Academy of Montreal - Ontario Campus",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8855243,
    9646101
  ],
  "people": [
    {
      "printed": "Charlie ANDERSON",
      "candidates": [
        {
          "card": 8855254,
          "name": "Charlie ANDERSON",
          "latin": "Charlie ANDERSON",
          "gender": "women",
          "birth_date": null,
          "results_total": 16,
          "last_starts": [
            {
              "date": "2019-02-12",
              "event": "British Championships - Qualifier 1",
              "level": "national_other",
              "category": "Senior Ladies",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "Murrayfield",
              "flag": "GBR",
              "place": 7,
              "total": "89.66",
              "partner": null
            },
            {
              "date": "2018-12-01",
              "event": "British Championships",
              "level": "national_champs",
              "category": "7. Junior Ladies",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 13,
              "total": "91.45",
              "partner": null
            },
            {
              "date": "2018-10-19",
              "event": "Aberdeen IJS Open",
              "level": "national_other",
              "category": "Junior Ladies SP",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 7,
              "total": "32.31",
              "partner": null
            },
            {
              "date": "2018-10-19",
              "event": "Aberdeen IJS Open",
              "level": "national_other",
              "category": "Junior Ladies FP",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 3,
              "total": "61.69",
              "partner": null
            },
            {
              "date": "2018-03-29",
              "event": "Robin Hood Trophy",
              "level": "national_other",
              "category": "JLS - Junior Ladies SP",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "GBR",
              "place": 6,
              "total": "29.87",
              "partner": null
            }
          ]
        },
        {
          "card": 9646101,
          "name": "Charlie ANDERSON",
          "latin": "Charlie ANDERSON",
          "gender": "women",
          "birth_date": "2006-01-16",
          "results_total": 10,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 4,
              "total": "139.98",
              "partner": "Cayden DAWSON"
            },
            {
              "date": "2026-01-05",
              "event": "Canadian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 3,
              "total": null,
              "partner": "Cayden DAWSON"
            },
            {
              "date": "2025-11-27",
              "event": "Skate Canada Challenge",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "Ilderton SC",
              "flag": "CAN",
              "place": 2,
              "total": "153.18",
              "partner": "Cayden DAWSON"
            },
            {
              "date": "2025-09-09",
              "event": "Junior Grand Prix Thailand",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 2,
              "total": "150.77",
              "partner": "Cayden DAWSON"
            },
            {
              "date": "2025-08-27",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 2,
              "total": "149.79",
              "partner": "Cayden DAWSON"
            }
          ]
        }
      ]
    },
    {
      "printed": "Cayden DAWSON",
      "candidates": [
        {
          "card": 8855243,
          "name": "Cayden DAWSON",
          "latin": "Cayden DAWSON",
          "gender": "men",
          "birth_date": "2006-02-22",
          "results_total": 16,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 4,
              "total": "139.98",
              "partner": "Charlie ANDERSON"
            },
            {
              "date": "2026-01-05",
              "event": "Canadian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 3,
              "total": null,
              "partner": "Charlie ANDERSON"
            },
            {
              "date": "2025-11-27",
              "event": "Skate Canada Challenge",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "Ilderton SC",
              "flag": "CAN",
              "place": 2,
              "total": "153.18",
              "partner": "Charlie ANDERSON"
            },
            {
              "date": "2025-09-09",
              "event": "Junior Grand Prix Thailand",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 2,
              "total": "150.77",
              "partner": "Charlie ANDERSON"
            },
            {
              "date": "2025-08-27",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CAN",
              "place": 2,
              "total": "149.79",
              "partner": "Charlie ANDERSON"
            }
          ]
        }
      ]
    }
  ]
}

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": 0.009646,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.009646,
    "upstream_inference_prompt_cost": 0.006716,
    "upstream_inference_completions_cost": 0.00293
  },
  "total_tokens": 3651,
  "prompt_tokens": 3358,
  "completion_tokens": 293,
  "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
  }
}