LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:20
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Георгий КУНИЦА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
6.09
prompt_tokens
2735
completion_tokens
470
cost_usd
0.005085
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
1fc82747-018e-45d7-91f4-3a7ed094fc4a

Answer

{
  "why": "The current card 8926748 shows Georgiy KUNICA born 2003-01-10 competing in pairs discipline from 2021 onwards, with last starts in 2025 in pairs. However, the row is from 2015-02-17 and shows a junior-age singles skater (KMS level, ЮНОШИ category) with score 190.27. In 2015, a person born 2003-01-10 would be 11-12 years old, which is too young for KMS junior category (typically 13-18). The current card's earliest recorded result is from 2021 in pairs, not singles. The alternative card 9708679 has one result from 2015-12-08 in singles at novice level (1-й спортивный), which is lower than KMS. Card 8909884 is in ice dance, not singles. The row shows a singles skater at KMS level in 2015 from Moscow club СШОР 'Москвич', but none of the cards match this profile well. The current card's discipline switched to pairs and the birth year doesn't align with the age group. This appears to be a different person who has no existing card.",
  "card": null,
  "slot": 0,
  "decision": "new",
  "followups": [
    {
      "card": 8926748,
      "issue": "Birth date 2003-01-10 seems inconsistent with early career timeline. If born in 2003, the skater would be 11-12 in Feb 2015, too young for KMS junior category. Verify birth date.",
      "suggestion": "Check if birth date should be earlier (e.g., 1997-1998) to align with KMS junior participation in 2015, or if the 2015 row belongs to a different person."
    }
  ],
  "confidence": "high",
  "same_person": []
}

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'. If several cards in the dossier (current or alternatives) look like one and the same person split across cards, list each such group in `same_person` with the card ids and your confidence; nothing is merged here, a separate review reads these groups. Put anything else that should be corrected or checked later (a wrong birth date, 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"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "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"
        ],
        "birth_years_printed": {
          "2003": 18
        },
        "clubs_printed": [
          "Москва, ГБУ ДО \"Московская АФКК\", школа \"Медведково\" / Москва, ГБУ ДО \"Московская АФКК\", школа \"Медведково\"",
          "Москва, МАФКК школа \"Медведково\"",
          "Санкт-Петербург, АНО \"СК ФК Тамары Москвиной\"",
          "г. Санкт-Петербург, СК ФК Т.Москвиной / г. Санкт-Петербург, СК ФК Т.Москвиной",
          "СК ФК Т Москвиной"
        ]
      },
      "alternatives": [
        {
          "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"
          ],
          "birth_years_printed": {
            "2004": 1
          },
          "clubs_printed": []
        },
        {
          "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"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Moscow/Moscow"
          ]
        }
      ]
    }
  ]
}

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": "...", "same_person": [{"cards": [<id>, <id>, ...], "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.

Raw model text

```json
{
  "decision": "new",
  "slot": 0,
  "card": null,
  "confidence": "high",
  "why": "The current card 8926748 shows Georgiy KUNICA born 2003-01-10 competing in pairs discipline from 2021 onwards, with last starts in 2025 in pairs. However, the row is from 2015-02-17 and shows a junior-age singles skater (KMS level, ЮНОШИ category) with score 190.27. In 2015, a person born 2003-01-10 would be 11-12 years old, which is too young for KMS junior category (typically 13-18). The current card's earliest recorded result is from 2021 in pairs, not singles. The alternative card 9708679 has one result from 2015-12-08 in singles at novice level (1-й спортивный), which is lower than KMS. Card 8909884 is in ice dance, not singles. The row shows a singles skater at KMS level in 2015 from Moscow club СШОР 'Москвич', but none of the cards match this profile well. The current card's discipline switched to pairs and the birth year doesn't align with the age group. This appears to be a different person who has no existing card.",
  "same_person": [],
  "followups": [
    {
      "card": 8926748,
      "issue": "Birth date 2003-01-10 seems inconsistent with early career timeline. If born in 2003, the skater would be 11-12 in Feb 2015, too young for KMS junior category. Verify birth date.",
      "suggestion": "Check if birth date should be earlier (e.g., 1997-1998) to align with KMS junior participation in 2015, or if the 2015 row belongs to a different person."
    }
  ]
}
```

Usage

{
  "cost": 0.005085,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.005085,
    "upstream_inference_prompt_cost": 0.002735,
    "upstream_inference_completions_cost": 0.00235
  },
  "total_tokens": 3205,
  "prompt_tokens": 2735,
  "completion_tokens": 470,
  "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
  }
}