LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:03
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Полина КОСТЮКОВИЧ / Алексей БРЮХАНОВ
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
7.64
prompt_tokens
4029
completion_tokens
614
cost_usd
0.007099
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
e629a359-bc21-4704-9648-e4144e9b7bfa

Answer

{
  "why": "Both current cards match the row well. Aleksei BRIUKHANOV (8854994) is born 2002-05-31, making him 17-18 years old in December 2020, appropriate for junior pairs. Polina KOSTIUKOVICH (8856332) is born 2003-03-07, making her 17 years old in December 2020, also appropriate for junior pairs. The row shows them as partners at a St. Petersburg championship on 2020-12-02. The current cards show they were indeed partners: Polina's card lists Aleksei as partner in multiple 2021-2022 events, and Aleksei's card shows he competed in pairs during this period. The club listed in the row (СПб ГБУ СШОР) appears in Polina's clubs_printed list. The score of 188.35 is consistent with junior pairs level. The alternative card (Grishanov Alexei, 9567625) is clearly a different person: his last results are from 2012-2013 (8-9 years before this event), he competed as a junior in 2012-2013 with different partners, and there is no evidence he was active in 2020.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8854994,
      "issue": "Career discontinuity: Aleksei BRIUKHANOV's card shows last junior results in 2021-2022 with Polina KOSTIUKOVICH, but then jumps to senior level in 2024 with a different partner (Iuliia ARTEMEVA) in Perm region. This is a normal career progression but worth noting the partner change and regional move.",
      "suggestion": "Verify the transition from Moscow-based junior pairs (with Kostiukovich) to Perm-based senior pairs (with Artemeva) occurred around 2022-2023."
    },
    {
      "card": 8856332,
      "issue": "Career gap: Polina KOSTIUKOVICH's card shows results through January 2022 (Russian Junior Championships) but no results after that date in the database. Given she was born in 2003, she should have continued competing as a senior.",
      "suggestion": "Check if Polina retired from competitive skating or if later results are missing from the database."
    }
  ],
  "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": "Полина КОСТЮКОВИЧ / Алексей БРЮХАНОВ",
    "event": "Первенство Санкт-Петербурга, Санкт-Петербург, 2020-12-02",
    "category": "Пaрное катание - Юниорки, Юниоры",
    "discipline": "pairs",
    "age_group": "junior",
    "step": null,
    "flag": "RUS",
    "club_or_region_printed": "СПб ГБУ СШОР / СПб ГБУ СШОР",
    "place": 1,
    "total": "188.35",
    "segments": {
      "FS": "119.54",
      "SP": "68.81"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8854994,
        "name": "Aleksei BRIUKHANOV",
        "latin": "Aleksei BRIUKHANOV",
        "gender": "men",
        "birth_date": "2002-05-31",
        "results_total": 51,
        "last_starts": [
          {
            "date": "2026-03-06",
            "event": "Russian Grand Prix Final",
            "level": "national_series",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Пермский край, ПК СШОР \"Старт\"",
            "flag": "RUS",
            "place": 4,
            "total": "201.30",
            "partner": "Iuliia ARTEMEVA"
          },
          {
            "date": "2025-12-17",
            "event": "Russian Championships",
            "level": "national_champs",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Пермский край, ПК СШОР \"Старт\"",
            "flag": "RUS",
            "place": 4,
            "total": "200.71",
            "partner": "Iuliia ARTEMEVA"
          },
          {
            "date": "2025-11-05",
            "event": "Russian Grand Prix – Idel",
            "level": "national_series",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Пермский край, ПК СШОР \"Старт\"",
            "flag": "RUS",
            "place": 3,
            "total": "190.55",
            "partner": "Iuliia ARTEMEVA"
          },
          {
            "date": "2025-10-22",
            "event": "Russian Grand Prix – Magnitka Stars",
            "level": "national_series",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Пермский край, ПК СШОР \"Старт\"",
            "flag": "RUS",
            "place": 3,
            "total": "185.35",
            "partner": "Iuliia ARTEMEVA"
          },
          {
            "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": "Пермский край, ГБУ ДО ПК \"СШОР \"Старт\"",
            "flag": "RUS",
            "place": 3,
            "total": "189.74",
            "partner": "Iuliia ARTEMEVA"
          },
          {
            "date": "2024-02-14",
            "event": "Russian Elite Spartakiad",
            "level": "national_other",
            "category": "Парное катание",
            "discipline": "pairs",
            "age_group": "senior",
            "step": null,
            "club": "Пермский край, СШОР \"Старт\", ЦСП",
            "flag": "RUS",
            "place": 3,
            "total": "218.70",
            "partner": "Iuliia ARTEMEVA"
          }
        ],
        "spellings": [
          "Aleksei BRIUKHANOV",
          "Aleksei BRYUKHANOV",
          "Алексей Александрович БРЮХАНОВ",
          "Алексей БРЮХАНОВ"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Пермский край, ПК СШОР \"Старт\"",
          "Пермский край, ГБУ ДО ПК \"СШОР \"Старт\"",
          "Пермский край, СШОР \"Старт\", ЦСП",
          "Пермский край, СШОР \"Старт\"",
          "Москва, СШОР \"Воробьёвы горы\""
        ]
      },
      "alternatives": [
        {
          "card": 9567625,
          "name": "Гришанов Алексей",
          "latin": "Alexei Grishanov",
          "gender": "men",
          "birth_date": null,
          "results_total": 5,
          "last_starts": [
            {
              "date": "2013-03-04",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Пары КМС",
              "discipline": "pairs",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "96.16",
              "partner": "Anastasiya KHOLKINA"
            },
            {
              "date": "2012-11-27",
              "event": "Russian Cup Stage 5",
              "level": "national_series",
              "category": "КМС,пары",
              "discipline": "pairs",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "93.20",
              "partner": "Anastasiya KHOLKINA"
            },
            {
              "date": "2012-10-25",
              "event": "Russian Cup Stage 3",
              "level": "national_series",
              "category": "Пары КМС",
              "discipline": "pairs",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 12,
              "total": "75.88",
              "partner": "Anastasiya KHOLKINA"
            },
            {
              "date": "2012-10-11",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "ПАРЫ",
              "discipline": "pairs",
              "age_group": "junior",
              "step": null,
              "club": "Москва, СДЮСШОР №37 / Москва, СДЮСШОР №37",
              "flag": "RUS",
              "place": 4,
              "total": "85.09",
              "partner": "Anastasiya KHOLKINA"
            },
            {
              "date": "2012-02-28",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Пары 1 сп.",
              "discipline": "pairs",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": "Natalia Kolodko"
            }
          ],
          "spellings": [
            "Alexei Grishanov",
            "Алексей ГРИШАНОВ",
            "Гришанов Алексей"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Москва, СДЮСШОР №37 / Москва, СДЮСШОР №37"
          ]
        }
      ]
    },
    {
      "current_card": {
        "card": 8856332,
        "name": "Polina KOSTIUKOVICH",
        "latin": "Polina KOSTIUKOVICH",
        "gender": "women",
        "birth_date": "2003-03-07",
        "results_total": 44,
        "last_starts": [
          {
            "date": "2022-01-18",
            "event": "Russian Junior Championships",
            "level": "national_junior",
            "category": "Парное катание",
            "discipline": "pairs",
            "age_group": "junior",
            "step": null,
            "club": "Москва, СШОР \"Воробьёвы горы\"",
            "flag": "RUS",
            "place": 6,
            "total": "184.04",
            "partner": "Aleksei BRIUKHANOV"
          },
          {
            "date": "2021-11-30",
            "event": "Moscow Championships",
            "level": "national_other",
            "category": "ЧЕМПИОНАТ МОСКВЫ ПАРНОЕ КАТАНИЕ, ЖЕНИЩИНЫ, МУЖЧИНЫ, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "ГБУ СШОР Воробьевы горы Москомспорта",
            "flag": "RUS",
            "place": 3,
            "total": "180.90",
            "partner": "Aleksei BRIUKHANOV"
          },
          {
            "date": "2021-11-08",
            "event": "Russian Cup Stage 4",
            "level": "national_other",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Москва, СШОР \"Воробьёвы горы\"",
            "flag": "RUS",
            "place": 4,
            "total": "191.84",
            "partner": "Aleksei BRIUKHANOV"
          },
          {
            "date": "2021-10-24",
            "event": "Russian Cup Stage 3",
            "level": "national_other",
            "category": "Парное катание, МС",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Москва, СШОР \"Воробьёвы горы\"",
            "flag": "RUS",
            "place": 5,
            "total": "182.58",
            "partner": "Aleksei BRIUKHANOV"
          },
          {
            "date": "2021-09-29",
            "event": "Junior Grand Prix Poland",
            "level": "gp_stage",
            "category": "Junior Pairs",
            "discipline": "pairs",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "162.14",
            "partner": "Aleksei BRIUKHANOV"
          },
          {
            "date": "2021-09-01",
            "event": "Junior Grand Prix Slovakia",
            "level": "gp_stage",
            "category": "Junior Pair",
            "discipline": "pairs",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "158.82",
            "partner": "Aleksei BRIUKHANOV"
          }
        ],
        "spellings": [
          "Polina Kostiukovich",
          "Полина КОСТЮКОВИЧ"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Москва, СШОР \"Воробьёвы горы\"",
          "ГБУ СШОР Воробьевы горы Москомспорта",
          "Спортивная школа олимпийского резерва Воробьевы",
          "Санкт-Петербург, СПб СШОР /",
          "СПб ГБУ СШОР / СПб ГБУ СШОР"
        ]
      },
      "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. Aleksei BRIUKHANOV (8854994) is born 2002-05-31, making him 17-18 years old in December 2020, appropriate for junior pairs. Polina KOSTIUKOVICH (8856332) is born 2003-03-07, making her 17 years old in December 2020, also appropriate for junior pairs. The row shows them as partners at a St. Petersburg championship on 2020-12-02. The current cards show they were indeed partners: Polina's card lists Aleksei as partner in multiple 2021-2022 events, and Aleksei's card shows he competed in pairs during this period. The club listed in the row (СПб ГБУ СШОР) appears in Polina's clubs_printed list. The score of 188.35 is consistent with junior pairs level. The alternative card (Grishanov Alexei, 9567625) is clearly a different person: his last results are from 2012-2013 (8-9 years before this event), he competed as a junior in 2012-2013 with different partners, and there is no evidence he was active in 2020.",
  "slot": null,
  "card": null,
  "same_person": [],
  "followups": [
    {
      "card": 8854994,
      "issue": "Career discontinuity: Aleksei BRIUKHANOV's card shows last junior results in 2021-2022 with Polina KOSTIUKOVICH, but then jumps to senior level in 2024 with a different partner (Iuliia ARTEMEVA) in Perm region. This is a normal career progression but worth noting the partner change and regional move.",
      "suggestion": "Verify the transition from Moscow-based junior pairs (with Kostiukovich) to Perm-based senior pairs (with Artemeva) occurred around 2022-2023."
    },
    {
      "card": 8856332,
      "issue": "Career gap: Polina KOSTIUKOVICH's card shows results through January 2022 (Russian Junior Championships) but no results after that date in the database. Given she was born in 2003, she should have continued competing as a senior.",
      "suggestion": "Check if Polina retired from competitive skating or if later results are missing from the database."
    }
  ]
}
```

Usage

{
  "cost": 0.007099,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007099,
    "upstream_inference_prompt_cost": 0.004029,
    "upstream_inference_completions_cost": 0.00307
  },
  "total_tokens": 4643,
  "prompt_tokens": 4029,
  "completion_tokens": 614,
  "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
  }
}