LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:56:49
pipeline
isu_pipeline
run
cskaz2026
step
6 entries people
object
2136400 Alexandra IGNATOVA
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.02
prompt_tokens
2372
completion_tokens
197
cost_usd
0.006714
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
cd21cbb7-8e58-4565-94e9-413e0f85e6eb

Answer

{
  "why": "Card 8852505 (Alexandra IGNATOVA, born 2004-06-23) is a senior women's singles skater. Her most recent start, on 2026-09-04, was under the neutral flag AIN2, the same flag as on this entry. The ISU profile has the same name and birth date, and the loader guess points to the same card. Card 8949541 (Aleksandra IGNATOVA) is a Bulgarian novice who last competed in 2018 and has no birth date, so she does not fit a senior entry.",
  "cards": [
    8852505
  ],
  "followups": [],
  "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": "Alexandra IGNATOVA",
    "event": "Denis Ten Memorial Challenge, 2026-10-07",
    "category": "Women",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "AIN2",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "alexandra-ignatova",
      "name": "Alexandra IGNATOVA",
      "birth_date": "2004-06-23",
      "place_of_birth": "Riazan",
      "country": "RUS",
      "club": "FS Sports Club of Eteri Tutberidze",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8852505
  ],
  "people": [
    {
      "printed": "Alexandra IGNATOVA",
      "candidates": [
        {
          "card": 8852505,
          "name": "Alexandra IGNATOVA",
          "latin": "Alexandra IGNATOVA",
          "gender": "women",
          "birth_date": "2004-06-23",
          "results_total": 63,
          "last_starts": [
            {
              "date": "2026-09-04",
              "event": "Kinoshita Group Cup",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "AIN2",
              "place": 2,
              "total": "221.06",
              "partner": null
            },
            {
              "date": "2022-11-16",
              "event": "Russian Grand Prix – Volga Pirouette",
              "level": "national_series",
              "category": "Женщины, МС",
              "discipline": "singles",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Москва, МАФКК школа \"Хрустальный\"",
              "flag": "RUS",
              "place": 2,
              "total": "213.80",
              "partner": null
            },
            {
              "date": "2022-10-26",
              "event": "Russian Grand Prix – Velvet Season",
              "level": "national_series",
              "category": "Женщины, МС",
              "discipline": "singles",
              "age_group": "senior",
              "step": "rus_ms",
              "club": "Москва, МАФК школа \"Хрустальный\"",
              "flag": "RUS",
              "place": 3,
              "total": "208.55",
              "partner": null
            },
            {
              "date": "2022-01-27",
              "event": "Olympic Games",
              "level": "olympics",
              "category": "Women Single Skating",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "ROC",
              "place": 2,
              "total": "251.73",
              "partner": null
            },
            {
              "date": "2022-01-10",
              "event": "European Championships",
              "level": "continental",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "234.36",
              "partner": null
            }
          ]
        },
        {
          "card": 8949541,
          "name": "Aleksandra IGNATOVA",
          "latin": "Aleksandra IGNATOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 19,
          "last_starts": [
            {
              "date": "2018-02-16",
              "event": "Bulgarian Championships",
              "level": "national_other",
              "category": "Klas V B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Elit",
              "flag": "BUL",
              "place": 7,
              "total": "33.45",
              "partner": null
            },
            {
              "date": "2018-01-23",
              "event": "Skate Helena",
              "level": "international_other",
              "category": "BASIC NOVICES A II. GIRLS (1.7.2005 - 30.6.2006)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "isu_basic_nov",
              "club": "ELI",
              "flag": "BUL",
              "place": 12,
              "total": "28.39",
              "partner": null
            },
            {
              "date": "2017-12-19",
              "event": "Bulgarian Championships",
              "level": "national_other",
              "category": "Klas V B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Elit",
              "flag": "BUL",
              "place": 3,
              "total": null,
              "partner": null
            },
            {
              "date": "2017-12-04",
              "event": "Santa Claus Cup",
              "level": "international_other",
              "category": "FS Basic Novice A_I Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "isu_basic_nov",
              "club": null,
              "flag": "BUL",
              "place": 20,
              "total": "25.75",
              "partner": null
            },
            {
              "date": "2017-03-24",
              "event": "Victoria Trophy",
              "level": "national_other",
              "category": "Klas V Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Fokst",
              "flag": "BUL",
              "place": 3,
              "total": "37.62",
              "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": 0.006714,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.006714,
    "upstream_inference_prompt_cost": 0.004744,
    "upstream_inference_completions_cost": 0.00197
  },
  "total_tokens": 2569,
  "prompt_tokens": 2372,
  "completion_tokens": 197,
  "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
  }
}