LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:52:00
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Георгий КУНИЦА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
11.03
prompt_tokens
2831
completion_tokens
1060
cost_usd
0.016262
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
6816b04a-d685-460c-a5bb-1f0cc5f368a6

Answer

{
  "why": "The current card (born 2003-01-10) would have been 12 at this event. That is plausible for a strong Moscow КМС singles skater, and the card later shows Moscow clubs (Medvedkovo) and a rising pairs career. Card 9708679 is the same name in singles, but its only start is the 1st-sport category (169.00) in December 2015. A skater at КМС level in February 2015 would not normally drop to 1st sport ten months later, so a different person looks at least as likely. Card 8909884 is an adult ice-dance skater with no birth date, so it does not fit. Nothing in the dossier contradicts the current card, so I keep it, with low confidence.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9708679,
      "issue": "Same name, singles, Rodnina Prize 2015-12 in 1st sport (novice). This may be the same person as card 8926748 or a namesake.",
      "suggestion": "Check the birth date and club of the Rodnina Prize entry. Merge it into 8926748 if it is the same person, otherwise keep the cards separate."
    },
    {
      "card": 8926748,
      "issue": "The earlier singles career (2015) is not visible in the recent starts, so the link rests on name and Moscow region alone.",
      "suggestion": "Check the card's earliest results for singles starts in Moscow from 2014-2016."
    }
  ],
  "confidence": "low"
}

Task

A result row was linked to athlete card(s) by the loader, but the linkage is uncertain: several cards share the name, or the printed name matched a card only after dropping the patronymic / reordering words / transliterating. For each person on the row decide which card it is. Options: 'keep' (the current card is right), 'card' (replace the person in slot `slot` with card `card` from `alternatives`), 'new' (the person in slot `slot` is someone who has no card yet). Evidence to weigh: birth date vs the category and age step, club and region continuity, discipline and partner, score level and its progression over time, dates (one person cannot skate two events at the same time), how the name is written (a patronymic in one protocol and not in another is normal in Russian protocols; a different patronymic means a different person). Namesakes are common among children. 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 wrong birth date, two cards that look like one person, a suspicious career) into `followups`; you do not apply them.

Dossier

{
  "row": {
    "printed": "Георгий КУНИЦА",
    "event": "Первенство города Москвы среди юношей и девушек (старший возраст) по фигурному катанию на коньках, Москва, 2015-02-17",
    "category": "КМС, ЮНОШИ",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": "Москва, СШОР \"Москвич\"",
    "place": 2,
    "total": "190.27",
    "segments": {
      "SP": "66.94",
      "FS": "123.33"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8926748,
        "name": "Георгий КУНИЦА",
        "latin": "Georgiy KUNITSA",
        "gender": "men",
        "birth_date": "2003-01-10",
        "results_total": 83,
        "last_starts": [
          {
            "date": "2025-10-08",
            "event": "Panin-Kolomenkin Memorial",
            "level": "national_other",
            "category": "Парное катание МС Мужчины, Женщины",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Москва, ГБУ ДО \"Московская АФКК\", школа \"Медведково\" / Москва, ГБУ ДО \"Московская АФКК\", школа \"Медведково\"",
            "flag": "RUS",
            "place": 7,
            "total": "158.78",
            "partner": "Anastasiya Korobeinikova"
          },
          {
            "date": "2023-12-20",
            "event": "Russian Championships",
            "level": "national_champs",
            "category": "Парное катание",
            "discipline": "pairs",
            "age_group": "senior",
            "step": null,
            "club": "Москва, МАФКК школа \"Медведково\"",
            "flag": "RUS",
            "place": 9,
            "total": "200.15",
            "partner": "Alena KOSTORNAIA"
          },
          {
            "date": "2023-11-21",
            "event": "Russian Grand Prix – Golden Skate of Moscow",
            "level": "national_series",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Москва, МАФКК школа \"Медведково\"",
            "flag": "RUS",
            "place": 5,
            "total": "199.89",
            "partner": "Alena KOSTORNAIA"
          },
          {
            "date": "2023-10-17",
            "event": "Heart of Siberia",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": "192.77",
            "partner": "Alena KOSTORNAIA"
          },
          {
            "date": "2021-11-08",
            "event": "Russian Cup Stage 4",
            "level": "national_other",
            "category": "Парное катание, KMC",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, АНО \"СК ФК Тамары Москвиной\"",
            "flag": "RUS",
            "place": 3,
            "total": "176.96",
            "partner": "Yevgeniya Tumanova"
          },
          {
            "date": "2021-10-15",
            "event": "Panin-Kolomenkin Memorial",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ, KMC - ЮНИОРКИ, ЮНИОРЫ",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "г. Санкт-Петербург, СК ФК Т.Москвиной / г. Санкт-Петербург, СК ФК Т.Москвиной",
            "flag": "RUS",
            "place": 4,
            "total": "163.89",
            "partner": "Yevgeniya Tumanova"
          }
        ],
        "spellings": [
          "Georgii Kunitsa",
          "Georgiy KUNITSA",
          "Georgy KUNITSA",
          "Георгий Дмитриевич КУНИЦА",
          "Георгий КУНИЦА"
        ]
      },
      "alternatives": [
        {
          "card": 8909884,
          "name": "Georgij KUNITSA",
          "latin": "Georgij KUNITSA",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-03-29",
              "event": "Grand Prix - Senior",
              "level": "international_other",
              "category": "Master-Mixed - Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": "adult",
              "club": "Moscow/Moscow",
              "flag": "RUS",
              "place": 2,
              "total": "38.46",
              "partner": "Ol'ga ROMANOVA"
            }
          ],
          "spellings": [
            "Georgij KUNITSA"
          ]
        },
        {
          "card": 9708679,
          "name": "Георгий КУНИЦА",
          "latin": "Georgiy KUNITSA",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2015-12-08",
              "event": "Rodnina Prize",
              "level": "national_other",
              "category": "1-Й СПОРТИВНЫЙ, ЮНОШИ - ДЕТАЛИЗАЦИЯ ОЦЕНОК",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "169.00",
              "partner": null
            }
          ],
          "spellings": [
            "Georgiy KUNITSA",
            "Georgiy KUNITSA V/K",
            "Георгий КУНИЦА",
            "Георгий КУНИЦА В/К"
          ]
        }
      ]
    }
  ]
}

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: {"decision": "keep"|"card"|"new", "slot": <card id being replaced or null>, "card": <card id or null>, "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": 0.016262,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.016262,
    "upstream_inference_prompt_cost": 0.005662,
    "upstream_inference_completions_cost": 0.0106
  },
  "total_tokens": 3891,
  "prompt_tokens": 2831,
  "completion_tokens": 1060,
  "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": 597
  }
}