LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:41:36
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Эвелина Александровна АКСЕНОВА / Никита Алексеевич ФИНОХИН
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
6.81
prompt_tokens
3643
completion_tokens
538
cost_usd
0.006333
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
b35af8ec-840a-4686-8083-019e7c7fdd2d

Answer

{
  "why": "Both current cards match the row well. For Evelina AКСЁНОВА (card 8913280): the name matches (Эвелина Александровна АКСЕНОВА in row vs Эвелина АКСЁНОВА on card), she competes in pairs at KMS junior level, clubs align (МАФК школа 'Мечта' appears in both), and recent results show consistent partnership changes (Daniil LUZHETSKIY in 2023, Petr SHAROVIKOV from 2024 onwards). The row is from 2023-12-05, which fits chronologically between her April 2023 results with Daniil and her later results with Petr. For Nikita FINOKHIN (card 8926389): birth date 2005-07-14 makes him 18 years old at the 2023-12-05 event, fitting the junior category (13-21 years). Name matches (Никита Алексеевич ФИНОХИН in row vs Никита ФИНОХИН on card), discipline and level match (pairs, KMS junior), club matches (МАФК школа 'Мечта'), and he has extensive pairs results. The alternative card 9649074 for Evelina is clearly a different person (Элина, not Эвелина, singles discipline, Lipetsk region, only 1 result in 2025) and can be ruled out.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8913280,
      "issue": "Partner mismatch in 2023-12-05 row",
      "suggestion": "The row shows Evelina paired with Nikita FINOKHIN on 2023-12-05, but card 8913280 shows her paired with Daniil LUZHETSKIY in April 2023 and Petr SHAROVIKOV from November 2024 onwards. Verify if this December 2023 event represents a temporary partnership or if the partner information needs updating."
    }
  ],
  "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": "Эвелина Александровна АКСЕНОВА / Никита Алексеевич ФИНОХИН",
    "event": "Чемпионат Москвы, Москва, 2023-12-05",
    "category": "ПAPНОЕ КАТАНИЕ - КМС ЮНИОРЫ (13-21 ГОД), ЮНИОРКИ (13-19 ЛЕТ)",
    "discipline": "pairs",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": "ГБУ ДО Московская академия фигурного катания на",
    "place": 6,
    "total": "137.09",
    "segments": {
      "SP": "43.98",
      "FS": "93.11"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8913280,
        "name": "Эвелина АКСЁНОВА",
        "latin": "Evelina AKSENOVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 14,
        "last_starts": [
          {
            "date": "2025-01-27",
            "event": "Northern Waltz",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ КМС - ЮНИОРЫ ȽɈȾ И ЮНИОРКИ ɅȿɌ",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, МАФК школа \"Мечта\"",
            "flag": "RUS",
            "place": 6,
            "total": "131.68",
            "partner": "Petr SHAROVIKOV"
          },
          {
            "date": "2024-12-02",
            "event": "Klimov Trophy",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ, KMC",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 7,
            "total": "124.64",
            "partner": "Petr SHAROVIKOV"
          },
          {
            "date": "2024-11-20",
            "event": "Russian Grand Prix – Neva Ice",
            "level": "national_series",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, МАФКК - школа \"Мечта\"",
            "flag": "RUS",
            "place": 9,
            "total": "121.38",
            "partner": "Petr SHAROVIKOV"
          },
          {
            "date": "2024-05-01",
            "event": "Strakhova Memorial",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) 1 СПОРТИВНЫЙ РАЗРЯД",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 18,
            "total": "112.66",
            "partner": null
          },
          {
            "date": "2023-04-28",
            "event": "Ksenofontov Memorial",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC - ЮНИОРЫ (13-21 ГОД), ЮНИОРКИ (13-19 ЛЕТ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Daniil LUZHETSKIY"
          },
          {
            "date": "2023-04-11",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ - КМС ЮНИОРКИ (13-19 лет), ЮНИОРЫ (13-21 год)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СПб ГБУ СШОР",
            "flag": "RUS",
            "place": 8,
            "total": "148.73",
            "partner": "Daniil LUZHETSKIY"
          }
        ],
        "spellings": [
          "Evelina AKSENOVA",
          "Эвелина АКСЁНОВА",
          "Эвелина Александровна АКСЕНОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Москва, МАФК школа \"Мечта\"",
          "Москва, МАФКК - школа \"Мечта\"",
          "ГБУ ДО Московская академия фигурного катания на",
          "Санкт-Петербург, СПб ГБУ СШОР",
          "Санкт-Петербург, СШОР \"Звездный лед\""
        ]
      },
      "alternatives": [
        {
          "card": 9649074,
          "name": "Элина АКСЕНОВА",
          "latin": "Elina AKSENOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-04-05",
              "event": "Almaz Cup Spring Stage",
              "level": "national_other",
              "category": "2 cпoртивный рaзряд, дeвoчки, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "г. Липецк, Спортивная школа №11",
              "flag": "RUS",
              "place": 13,
              "total": "83.11",
              "partner": null
            }
          ],
          "spellings": [
            "Элина АКСЕНОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "г. Липецк, Спортивная школа №11"
          ]
        }
      ]
    },
    {
      "current_card": {
        "card": 8926389,
        "name": "Никита ФИНОХИН",
        "latin": "Nikita FINOKHIN",
        "gender": "men",
        "birth_date": "2005-07-14",
        "results_total": 30,
        "last_starts": [
          {
            "date": "2025-01-20",
            "event": "Moscow Federation President Trophy",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ, КМС - ЮНИОРЫ (13-21 ГОД) И ЮНИОРКИ (13-19 ЛЕТ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, ГБУ ДО МАФКК школа \"Мечта\"",
            "flag": "RUS",
            "place": 6,
            "total": "162.17",
            "partner": "Taisiya GORNYAKOVA"
          },
          {
            "date": "2024-12-02",
            "event": "Klimov Trophy",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ, KMC",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "150.96",
            "partner": "Taisiya GORNYAKOVA"
          },
          {
            "date": "2024-11-06",
            "event": "Russian Grand Prix – Krasnoyarye",
            "level": "national_series",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, МАФКК - школа \"Мечта\"",
            "flag": "RUS",
            "place": 7,
            "total": "139.83",
            "partner": "Taisiya GORNYAKOVA"
          },
          {
            "date": "2024-10-23",
            "event": "Russian Grand Prix – Magnitka Stars",
            "level": "national_series",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, МАФКК, школа \"Мечта\"",
            "flag": "RUS",
            "place": 6,
            "total": "149.13",
            "partner": "Taisiya GORNYAKOVA"
          },
          {
            "date": "2022-09-22",
            "event": "Moscow Cup Stage 1",
            "level": "national_other",
            "category": "КМС, ПАРНОЕ КАТАНИЕ",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "143.10",
            "partner": "Sofya MARININA"
          },
          {
            "date": "2022-09-05",
            "event": "Moscow Junior Championships",
            "level": "national_other",
            "category": "КМС ЮНИОPКИ И ЮНИОPЫ ПAРНОЕ КAТАНИЕ PER",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Sofya MARININA"
          }
        ],
        "spellings": [
          "Nikita FINOKHIN",
          "Никита Алексеевич ФИНОХИН",
          "Никита ФИНОХИН"
        ],
        "birth_years_printed": {
          "2005": 2
        },
        "clubs_printed": [
          "Москва, ГБУ ДО МАФКК школа \"Мечта\"",
          "Москва, МАФКК - школа \"Мечта\"",
          "Москва, МАФКК, школа \"Мечта\"",
          "ГБУ ДО Московская академия фигурного катания на",
          "Москва, СШОР \"Воробьёвы горы\""
        ]
      },
      "alternatives": []
    }
  ]
}

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": "keep",
  "slot": null,
  "card": null,
  "confidence": "high",
  "why": "Both current cards match the row well. For Evelina AКСЁНОВА (card 8913280): the name matches (Эвелина Александровна АКСЕНОВА in row vs Эвелина АКСЁНОВА on card), she competes in pairs at KMS junior level, clubs align (МАФК школа 'Мечта' appears in both), and recent results show consistent partnership changes (Daniil LUZHETSKIY in 2023, Petr SHAROVIKOV from 2024 onwards). The row is from 2023-12-05, which fits chronologically between her April 2023 results with Daniil and her later results with Petr. For Nikita FINOKHIN (card 8926389): birth date 2005-07-14 makes him 18 years old at the 2023-12-05 event, fitting the junior category (13-21 years). Name matches (Никита Алексеевич ФИНОХИН in row vs Никита ФИНОХИН on card), discipline and level match (pairs, KMS junior), club matches (МАФК школа 'Мечта'), and he has extensive pairs results. The alternative card 9649074 for Evelina is clearly a different person (Элина, not Эвелина, singles discipline, Lipetsk region, only 1 result in 2025) and can be ruled out.",
  "same_person": [],
  "followups": [
    {
      "card": 8913280,
      "issue": "Partner mismatch in 2023-12-05 row",
      "suggestion": "The row shows Evelina paired with Nikita FINOKHIN on 2023-12-05, but card 8913280 shows her paired with Daniil LUZHETSKIY in April 2023 and Petr SHAROVIKOV from November 2024 onwards. Verify if this December 2023 event represents a temporary partnership or if the partner information needs updating."
    }
  ]
}
```

Usage

{
  "cost": 0.006333,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.006333,
    "upstream_inference_prompt_cost": 0.003643,
    "upstream_inference_completions_cost": 0.00269
  },
  "total_tokens": 4181,
  "prompt_tokens": 3643,
  "completion_tokens": 538,
  "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
  }
}