LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:53:13
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Ирина КОПТЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.3
prompt_tokens
1920
completion_tokens
489
cost_usd
0.00873
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
51704db4-32bb-4748-a9d9-9640f3de01af

Answer

{
  "why": "The row is a 2024 novice 2nd youth-step result from Vidnoye (АНО ЦОСБЛ и ТК). The current card 9723721 has later results in 2026 at the 3rd sport step, from the same club in Vidnoye, with similar low scores (27-29). That is a plausible progression from 2nd youth to 3rd sport step, and the club and region continuity is strong. The alternative card 8951485 shows KMS-level junior results in 2017 with totals of 81-95 and no club. A skater at that level would not later compete at the 2nd youth step in 2024 with a 27.64 score, so it is a different, older skater who happens to share the name and patronymic. The patronymic matches on both cards, so it does not separate them, but level, age group and club continuity favour the current card.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9723721,
      "issue": "Birth date is missing; the printed name has no patronymic, while the card carries Yurievna.",
      "suggestion": "Fill in the birth date from a protocol or registry to confirm this is the same child across 2024-2026."
    },
    {
      "card": 8951485,
      "issue": "Same name and patronymic as card 9723721 (Irina Yurievna Kopteva), but a different career level (KMS junior 2017). Probably a different, older person.",
      "suggestion": "Keep the two cards separate; add a birth date to 8951485 to prevent future mislinking."
    }
  ],
  "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": "Ирина КОПТЕВА",
    "event": "Спортивные соревнования Московской области по ФК, Долгопрудный, 2024-06-01",
    "category": "2 юнoшeский разряд, дeвочки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2youth",
    "flag": "RUS",
    "club_or_region_printed": "г. Видное, АНО ЦОСБЛ и ТК",
    "place": 3,
    "total": "27.64",
    "segments": {
      "FS": "27.64"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723721,
        "name": "Irina Yurievna Kopteva",
        "latin": "Irina Yurievna Kopteva",
        "gender": "women",
        "birth_date": null,
        "results_total": 4,
        "last_starts": [
          {
            "date": "2026-05-01",
            "event": "Moscow Region Competitions",
            "level": "national_other",
            "category": "3 cпoртивный рaзряд, дeвушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "г. Видное, АНО «ЦОСБЛ и ТК»",
            "flag": "RUS",
            "place": 22,
            "total": "29.42",
            "partner": null
          },
          {
            "date": "2026-04-25",
            "event": "Moscow Region Competitions",
            "level": "national_other",
            "category": "3 cпoртивный рaзряд, дeвушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "г. Видное, АНО «ЦОСБЛ и ТК»",
            "flag": "RUS",
            "place": 20,
            "total": "27.91",
            "partner": null
          },
          {
            "date": "2026-04-07",
            "event": "Moscow Region Competitions",
            "level": "national_other",
            "category": "3-й спортивный paзряд, девyшки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "г. Видное, АНО \"ЦОСБЛ и ТК\"",
            "flag": "RUS",
            "place": 8,
            "total": "29.17",
            "partner": null
          }
        ],
        "spellings": [
          "Irina Yurievna Kopteva"
        ]
      },
      "alternatives": [
        {
          "card": 8951485,
          "name": "Ирина КОПТЕВА",
          "latin": "Irina KOPTEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2017-11-24",
              "event": "Mordovian Patterns",
              "level": "national_other",
              "category": "Девушки, KMC",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 22,
              "total": "81.64",
              "partner": null
            },
            {
              "date": null,
              "event": "Russian Zone Qualifier",
              "level": "national_other",
              "category": "ДЕВУШКИ КМС",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 22,
              "total": "95.86",
              "partner": null
            }
          ],
          "spellings": [
            "Irina KOPTEVA",
            "Irina Yurevna KOPTEVA",
            "Ирина КОПТЕВА",
            "Ирина Юрьевна КОПТЕВА"
          ]
        }
      ]
    }
  ]
}

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": 0.00873,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.00873,
    "upstream_inference_prompt_cost": 0.00384,
    "upstream_inference_completions_cost": 0.00489
  },
  "total_tokens": 2409,
  "prompt_tokens": 1920,
  "completion_tokens": 489,
  "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
  }
}