LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:51:39
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Алексей ЗАВОДСКИХ
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
10
prompt_tokens
3235
completion_tokens
1032
cost_usd
0.01679
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
5026327b-0c70-497d-94bb-daee0dc7809f

Answer

{
  "why": "The row is from November 2021, novice boys' older group, for Moscow's Khrustalny school. Card 8926314 has birth date 2009-12-30, so the skater was about 11 to 12 then, which fits that category. The card has 65 results and a continuous Moscow Khrustalny history running into 2025. Card 9503967 has no birth date and only 14 results, and all its listed starts are from March 2025 onward. Nothing ties it to 2021, so it is the weaker candidate. The two cards look like the same skater, since they share club, step, score level and name, and their dates interleave without any same-day clash. That makes a duplicate likely, but it does not change which card the 2021 row belongs to.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9503967,
      "issue": "Probable duplicate of card 8926314: same name, Moscow Khrustalny, KMS juniors, overlapping 2025 timeline and similar scores (207.89 in Apr 2025 vs 206.98 in Sep 2025). This card has no birth date and includes the patronymic Александрович.",
      "suggestion": "Check whether cards 8926314 and 9503967 are the same skater. If so, merge them and set birth date 2009-12-30."
    },
    {
      "card": 8926314,
      "issue": "The last listed start is 2025-04-09, while card 9503967 carries the later 2025-2026 starts, so the career looks split across two cards.",
      "suggestion": "After the merge check, confirm the patronymic Александрович belongs to this skater and add it as a spelling."
    }
  ],
  "confidence": "medium"
}

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": "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"
    }
  },
  "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"
        ]
      },
      "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"
          ]
        }
      ]
    }
  ]
}

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": 0.01679,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01679,
    "upstream_inference_prompt_cost": 0.00647,
    "upstream_inference_completions_cost": 0.01032
  },
  "total_tokens": 4267,
  "prompt_tokens": 3235,
  "completion_tokens": 1032,
  "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": 503
  }
}