LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:33:30
pipeline
isu_pipeline
run
pilot_20260930_2331
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
6
prompt_tokens
1709
completion_tokens
481
cost_usd
0.008228
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
296beae9-3d0e-49d1-85eb-edb73398b4e7

Answer

{
  "why": "Both cards have the same given name and surname, the same discipline, the same step (rus_beginner) and the same Volosozhar club. The club is written differently in each protocol, but it is clearly the same Moscow centre. The current card has only this one result, and its patronymic is the only distinguishing detail. A patronymic present in one protocol and absent in another is normal, and nothing suggests a different patronymic. The alternative's results (2023-12 to 2024-05) surround this event on 2024-03-19 with consistent beginner-level scores, and none falls on the same date, so there is no conflict. A 6.02 is a low but plausible score at this level. The alternative's scores run from 7.60 to 9.99, so the gap is small. The same person having two cards is more likely than two namesakes at one club, so I am merging into the older card. Birth dates are missing on both, so confidence is only medium.",
  "card": 9616805,
  "slot": 9723858,
  "decision": "card",
  "followups": [
    {
      "card": 9723858,
      "issue": "Probable duplicate of card 9616805, created because the patronymic was printed in this protocol.",
      "suggestion": "Merge card 9723858 into 9616805 and add the full-patronymic spelling to it. Delete the empty duplicate card."
    },
    {
      "card": 9616805,
      "issue": "No birth date or birth year on the card.",
      "suggestion": "Look for a birth year in other protocols (category 2017-2014) 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"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "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"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ООО Центр фигурного катания Т.Волосожар"
        ]
      },
      "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"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "г. Москва, ЦФК Татьяны Волосажар"
          ]
        }
      ]
    }
  ]
}

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": 0.008228,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008228,
    "upstream_inference_prompt_cost": 0.003418,
    "upstream_inference_completions_cost": 0.00481
  },
  "total_tokens": 2190,
  "prompt_tokens": 1709,
  "completion_tokens": 481,
  "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
  }
}