LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:21:08
pipeline
isu_pipeline
run
gpchn2026
step
6 entries people
object
2136449 Sophie Joline VON FELTEN
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.02
prompt_tokens
1722
completion_tokens
418
cost_usd
0.007624
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
ee82f329-b2d3-445a-ac83-09d9cec637ec

Answer

{
  "why": "Card 8852307 matches the entry on name, women's singles, and USA flag. Its birth date (2009-04-19) matches the ISU profile for Sophie Joline VON FELTEN, and the profile's club (The Skating Club of New York) is consistent with a US-based skater. The card also has recent senior starts (Nepela Memorial, Sept 2026, senior women), so a senior entry is plausible. The loader guess points to the same card. Card 9651083 is a single 2024 novice result with no birth date. It is most likely an older duplicate of the same skater, but it is far less complete and not the best link.",
  "cards": [
    8852307
  ],
  "followups": [
    {
      "card": 9651083,
      "issue": "Possible duplicate of card 8852307: same name, USA flag, one novice-level result in 2024 (Providence Open), no birth date.",
      "suggestion": "Check whether this is the same skater and, if so, merge it into card 8852307."
    },
    {
      "card": 8852307,
      "issue": "The ISU profile lists country SUI and place of birth Zürich, while the entry and all recent results list USA.",
      "suggestion": "Confirm the federation/nationality is correctly recorded as USA. The ISU number is not in the entry, so check it when results arrive."
    }
  ],
  "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": "Sophie Joline VON FELTEN",
    "event": "Cup of China, 2026-11-06",
    "category": "Women",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "USA",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "sophie-joline-von-felten",
      "name": "Sophie Joline VON FELTEN",
      "birth_date": "2009-04-19",
      "place_of_birth": "Zürich SUI",
      "country": "SUI",
      "club": "The Skating Club of New York",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8852307
  ],
  "people": [
    {
      "printed": "Sophie Joline VON FELTEN",
      "candidates": [
        {
          "card": 8852307,
          "name": "Sophie Joline von FELTEN",
          "latin": "Sophie Joline von FELTEN",
          "gender": "women",
          "birth_date": "2009-04-19",
          "results_total": 54,
          "last_starts": [
            {
              "date": "2026-09-24",
              "event": "Nepela Memorial",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 4,
              "total": "175.64",
              "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": "USA",
              "place": 12,
              "total": "176.10",
              "partner": null
            },
            {
              "date": "2025-11-10",
              "event": "Eastern Sectional Singles Final",
              "level": "national_other",
              "category": "Senior Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": "SC of Boston",
              "flag": "USA",
              "place": 1,
              "total": "192.31",
              "partner": null
            },
            {
              "date": "2025-10-01",
              "event": "Junior Grand Prix Poland",
              "level": "gp_stage",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 3,
              "total": "190.67",
              "partner": null
            },
            {
              "date": "2025-08-27",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "USA",
              "place": 3,
              "total": "186.92",
              "partner": null
            }
          ]
        },
        {
          "card": 9651083,
          "name": "Sophie Joline von Felten",
          "latin": "Sophie Joline von Felten",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2024-08-21",
              "event": "Providence Open",
              "level": "national_other",
              "category": "2024 Providence Open",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": null,
              "flag": "USA",
              "place": 1,
              "total": "164.96",
              "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": 0.007624,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007624,
    "upstream_inference_prompt_cost": 0.003444,
    "upstream_inference_completions_cost": 0.00418
  },
  "total_tokens": 2140,
  "prompt_tokens": 1722,
  "completion_tokens": 418,
  "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
  }
}