LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:53:02
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Халима Магомедсадиковна БУРГУЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.42
prompt_tokens
1583
completion_tokens
493
cost_usd
0.008096
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
cbb28b6d-d10e-425f-83a3-665f08454c8a

Answer

{
  "why": "The printed name is Халима Магомедсадиковна БУРГУЕВА, and card 9723858 holds only this one result, so it looks like a split-off duplicate. Card 9616805 (Халима БУРГУЕВА) matches on everything else. It is the same discipline, step (rus_beginner) and flag. It is at the same club, the Volosozhar centre, in events both before (2024-03-02) and after (2024-05-18) this 2024-03-19 row. Scores of 6.02 to 9.99 are at the same level. Omitting the patronymic in some protocols is normal, and no different patronymic appears anywhere, so nothing points to a different person. The surname is rare and the Volosozhar club is a small pool, so a namesake is unlikely. Both cards lack birth dates, so I can't check age. The 2024-03-19 event does not clash with any other start on that date. Confidence is medium rather than high because of that missing birth date.",
  "card": 9616805,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9723858,
      "issue": "Likely duplicate of card 9616805 (same athlete, name written with patronymic).",
      "suggestion": "After the row is moved to 9616805, merge or delete 9723858 and add the spelling with patronymic to 9616805."
    },
    {
      "card": 9616805,
      "issue": "No birth date on the card.",
      "suggestion": "Find the birth date (category 2014-2017) in the protocols and fill it in."
    }
  ],
  "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": "Халима Магомедсадиковна БУРГУЕВА",
    "event": "Фестиваль Весенний Кубок, Москва, 2024-03-19",
    "category": "Юный фигурист, Р Девочки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_beginner",
    "flag": "RUS",
    "club_or_region_printed": "ООО Центр фигурного катания Т.Волосожар",
    "place": 31,
    "total": "6.02",
    "segments": {
      "FS": "6.02"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723858,
        "name": "Халима Магомедсадиковна БУРГУЕВА",
        "latin": "Khalima Magomedsadikovna BURGUEVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Халима Магомедсадиковна БУРГУЕВА"
        ]
      },
      "alternatives": [
        {
          "card": 9616805,
          "name": "Халима БУРГУЕВА",
          "latin": "Khalima Burgueva",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2024-05-18",
              "event": "Volosozhar Centre Trophy",
              "level": "national_other",
              "category": "ЮНЫЙ ФИГУРИСТ, ДЕВОЧКИ 2017-2014 (РОССИЯ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": null,
              "flag": "RUS",
              "place": 20,
              "total": "8.73",
              "partner": null
            },
            {
              "date": "2024-03-02",
              "event": "Ice Celebration Cup Kids",
              "level": "national_other",
              "category": "Норма Юный фигурист-Россия, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": "г. Москва, ЦФК Татьяны Волосажар",
              "flag": "RUS",
              "place": 25,
              "total": "9.99",
              "partner": null
            },
            {
              "date": "2023-12-26",
              "event": "Ice Symphony",
              "level": "national_other",
              "category": "Юный фигурист Россия, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "7.60",
              "partner": null
            }
          ],
          "spellings": [
            "Халима БУРГУЕВА"
          ]
        }
      ]
    }
  ]
}

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": 0.008096,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008096,
    "upstream_inference_prompt_cost": 0.003166,
    "upstream_inference_completions_cost": 0.00493
  },
  "total_tokens": 2076,
  "prompt_tokens": 1583,
  "completion_tokens": 493,
  "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
  }
}