LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:09
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Алексей ЗАВОДСКИХ
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
5.88
prompt_tokens
3168
completion_tokens
412
cost_usd
0.005228
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
8a3d2810-0abd-48df-be06-e82dae9b4eae

Answer

{
  "why": "The current card 8926314 is the correct match. Birth date 2009-12-30 aligns perfectly with the 2021 event where the skater competed in 'СТАРШАЯ ГРУППА' (senior group) for boys, which is appropriate for an 11-year-old. The club 'Отд. Хрустальный (Самбо-70)' matches the 'Хрустальный' school consistently listed in the current card's history. The score of 172.89 is consistent with a novice-level skater at that time. The current card shows 65 total results with continuous participation from 2021 onwards, establishing a clear career trajectory. The alternative card 9503967 has future dates (2026) which appear to be data errors or forward-dated entries, and lacks a birth date, making it less reliable. The name spelling and club affiliations strongly support card 8926314.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9503967,
      "issue": "Card contains future competition dates (2026-08-24, 2026-04-24, 2026-03-10, 2026-02-17) which are impossible for historical results. These dates appear to be data entry errors or placeholder values.",
      "suggestion": "Review and correct the dates on card 9503967. If these are duplicate entries for the same person (Aleksey Zavodskikh born 2009), consider merging with card 8926314 after correcting the dates."
    }
  ],
  "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": "Алексей ЗАВОДСКИХ",
    "event": "Мемориал первого чемпиона мира Сергея Волкова, , 2021-11-11",
    "category": "ОДИНОЧНОЕ КАТАНИЕ МАЛЬЧИКИ, СТАРШАЯ ГРУППА",
    "discipline": "singles",
    "age_group": "novice",
    "step": null,
    "flag": "RUS",
    "club_or_region_printed": "Москва, Отд. Хрустальный (Самбо-70)",
    "place": 10,
    "total": "172.89",
    "segments": {
      "TEST": "14.96",
      "SP": "56.78",
      "FS": "101.15"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8926314,
        "name": "Алексей ЗАВОДСКИХ",
        "latin": "Aleksey ZAVODSKIKH",
        "gender": "men",
        "birth_date": "2009-12-30",
        "results_total": 65,
        "last_starts": [
          {
            "date": "2025-04-09",
            "event": "Chernomyrdin Memorial",
            "level": "national_other",
            "category": "KMC ЮНОШИ, ЮНИОРЫ (11-17 ЛЕТ,13-19 ЛЕТ)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "г. Москва, ГБУ ДО \"МАФК на коньках",
            "flag": "RUS",
            "place": 1,
            "total": "207.89",
            "partner": null
          },
          {
            "date": "2025-03-07",
            "event": "Moscow Region Federation Trophy",
            "level": "national_other",
            "category": "КМС, ЮНИОРЫ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "г. Москва, ГБУ ДО «Московская АФК, школа «Хрустальный»",
            "flag": "RUS",
            "place": null,
            "total": "188.65",
            "partner": null
          },
          {
            "date": "2025-02-27",
            "event": "Arena Play Fest Defender's Day",
            "level": "national_other",
            "category": "KMC, ЮНОШИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 1,
            "total": "188.46",
            "partner": null
          },
          {
            "date": "2024-11-26",
            "event": "Tyumen Meridian",
            "level": "national_other",
            "category": "KMC ЮНИОРЫ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 6,
            "total": "196.27",
            "partner": null
          },
          {
            "date": "2024-11-20",
            "event": "Russian Grand Prix – Neva Ice",
            "level": "national_series",
            "category": "Юниоры, КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Москва, МАФКК - школа \"Хрустальный\"",
            "flag": "RUS",
            "place": 11,
            "total": "189.76",
            "partner": null
          },
          {
            "date": "2024-10-15",
            "event": "Udmurtia Statehood Trophy",
            "level": "national_other",
            "category": "KMC - ЮНИОРЫ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          }
        ],
        "spellings": [
          "Aleksey ZAVODSKIKH",
          "Алексей ЗАВОДСКИХ"
        ],
        "birth_years_printed": {
          "2009": 41
        },
        "clubs_printed": [
          "г. Москва, ГБУ ДО \"МАФК на коньках",
          "г. Москва, ГБУ ДО «Московская АФК, школа «Хрустальный»",
          "Москва, МАФКК - школа \"Хрустальный\"",
          "г.Москва,ГБУ ДО \"Московская академия",
          "г. Москва, ГБУ ДО МАФКК, школа \"Хрустальный\""
        ]
      },
      "alternatives": [
        {
          "card": 9503967,
          "name": "Алексей ЗАВОДСКИХ",
          "latin": "Aleksei Zavodskikh",
          "gender": "men",
          "birth_date": null,
          "results_total": 14,
          "last_starts": [
            {
              "date": "2026-08-24",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Одиночное катание, KMC, Юноши, Юниоры",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО МАФКК школа Хрустальный",
              "flag": "RUS",
              "place": 8,
              "total": "199.00",
              "partner": null
            },
            {
              "date": "2026-04-24",
              "event": "Kudryavtsev Trophy",
              "level": "national_other",
              "category": "КМС юниоры 13-19 лет",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "Москва, ГБУ ДО МАФК Хрустальный",
              "flag": "RUS",
              "place": 2,
              "total": "189.30",
              "partner": null
            },
            {
              "date": "2026-03-10",
              "event": "Moscow Region Federation Trophy",
              "level": "national_other",
              "category": "KMC, юниopы",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "173.81",
              "partner": null
            },
            {
              "date": "2026-02-17",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "КМС, Юноши, Юниоры",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО МАФКК, школа Хрустальный",
              "flag": "RUS",
              "place": 12,
              "total": "194.59",
              "partner": null
            },
            {
              "date": "2025-09-01",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Одиночное катание, KMC, Юниоры",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 6,
              "total": "206.98",
              "partner": null
            },
            {
              "date": "2025-03-04",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "ПЕРВЕНСТВО МОСКВЫ ОДИНОЧНОЕ КАТАНИЕ - KMC ЮНОШИ (11-17 ЛЕТ), ЮНИОРЫ (13-19 ЛЕТ)",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 6,
              "total": "216.09",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksei Zavodskikh",
            "Алексей Александрович ЗАВОДСКИХ",
            "Алексей ЗАВОДСКИХ"
          ],
          "birth_years_printed": {
            "2009": 5
          },
          "clubs_printed": [
            "ГБУ ДО МАФКК школа Хрустальный",
            "Москва, ГБУ ДО МАФК Хрустальный",
            "ГБУ ДО МАФКК, школа Хрустальный",
            "ГБУ ДО Московская академия фигурного катания на",
            "Москва, МАФКК школа \"Хрустальный\""
          ]
        }
      ]
    }
  ]
}

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": "The current card 8926314 is the correct match. Birth date 2009-12-30 aligns perfectly with the 2021 event where the skater competed in 'СТАРШАЯ ГРУППА' (senior group) for boys, which is appropriate for an 11-year-old. The club 'Отд. Хрустальный (Самбо-70)' matches the 'Хрустальный' school consistently listed in the current card's history. The score of 172.89 is consistent with a novice-level skater at that time. The current card shows 65 total results with continuous participation from 2021 onwards, establishing a clear career trajectory. The alternative card 9503967 has future dates (2026) which appear to be data errors or forward-dated entries, and lacks a birth date, making it less reliable. The name spelling and club affiliations strongly support card 8926314.",
  "same_person": [],
  "followups": [
    {
      "card": 9503967,
      "issue": "Card contains future competition dates (2026-08-24, 2026-04-24, 2026-03-10, 2026-02-17) which are impossible for historical results. These dates appear to be data entry errors or placeholder values.",
      "suggestion": "Review and correct the dates on card 9503967. If these are duplicate entries for the same person (Aleksey Zavodskikh born 2009), consider merging with card 8926314 after correcting the dates."
    }
  ]
}
```

Usage

{
  "cost": 0.005228,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.005228,
    "upstream_inference_prompt_cost": 0.003168,
    "upstream_inference_completions_cost": 0.00206
  },
  "total_tokens": 3580,
  "prompt_tokens": 3168,
  "completion_tokens": 412,
  "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
  }
}