LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:34:50
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Ксения СКВОРЦОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.67
prompt_tokens
2755
completion_tokens
408
cost_usd
0.00959
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
8337c3ea-6b6a-4447-ba27-ee159f5910e3

Answer

{
  "why": "The current card 9578019 (born 2011, 33 results) lists the club \"ГБУ СШОР №2\" among its printed clubs, which matches the row's club exactly. A 3rd sport-category singles start in Jan 2022 fits a 10-year-old who later progressed through rus_2sport, rus_1sport and rus_kms. The 33.91 score is also plausible at that level. The alternative card 9717506 has no birth date, no club, and a single start in 2026 at the 1st youth category. Nothing links it to a Moscow SShOR No. 2 skater in 2022, and a 2026 start at a lower step would be an odd fit for a career that started in 2022. Keeping the current card is the most likely option, but the name is common among children, so confidence is only medium.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9717506,
      "issue": "No birth date and no club, with a single 2026 result at the 1st youth step. It may be a different namesake, or it may belong to the same person as 9578019.",
      "suggestion": "Check the protocol of Virazh Cup 2026-02-28 for club and birth year, and confirm this is a separate person from 9578019."
    }
  ],
  "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": "Ксения СКВОРЦОВА",
    "event": "Турнир по фигурному катанию на коньках «Зима – 2022», Москва, 2022-01-20",
    "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_3sport",
    "flag": "RUS",
    "club_or_region_printed": "ГБУ СШОР №2",
    "place": 10,
    "total": "33.91",
    "segments": {
      "FS": "33.91"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9578019,
        "name": "Ксения СКВОРЦОВА",
        "latin": "Kseniya Skvortsova",
        "gender": "women",
        "birth_date": "2011-11-16",
        "results_total": 33,
        "last_starts": [
          {
            "date": "2026-05-23",
            "event": "Lazutkin Trophy",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 14,
            "total": "76.00",
            "partner": null
          },
          {
            "date": "2025-05-21",
            "event": "Spring Cup",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПOРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (8-12 ЛЕТ) , ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 14,
            "total": "95.04",
            "partner": null
          },
          {
            "date": "2025-04-29",
            "event": "Easter Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ -1 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (8-12 ЛЕТ) ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 23,
            "total": "87.28",
            "partner": null
          },
          {
            "date": "2025-02-21",
            "event": "Slutskaya Trophy",
            "level": "national_other",
            "category": "Oдиночное кaтание, KMC Юниopки 13-19 лет",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 25,
            "total": "71.70",
            "partner": null
          },
          {
            "date": "2024-12-23",
            "event": "Sports Planet",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 49,
            "total": "74.15",
            "partner": null
          },
          {
            "date": "2024-12-16",
            "event": "Blue Bird Trophy",
            "level": "national_other",
            "category": "2 Спортивный разряд, Девочки, Девушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          }
        ],
        "spellings": [
          "Ксения Павловна СКВОРЦОВА",
          "Ксения СКВОРЦОВА"
        ],
        "birth_years_printed": {
          "2011": 23
        },
        "clubs_printed": [
          "ГБУ ДО Московская академия фигурного катания на",
          "ГБУ ДО Московская академия фигурного катания",
          "ГБУ СШОР №2",
          "ГБУ СШОР № 2",
          "СШОР №2"
        ]
      },
      "alternatives": [
        {
          "card": 9717506,
          "name": "Ксения СКВОРЦОВА",
          "latin": "Kseniya SKVORTSOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2026-02-28",
              "event": "Virazh Cup",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД - ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "32.34",
              "partner": null
            }
          ],
          "spellings": [
            "Ксения СКВОРЦОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        }
      ]
    }
  ]
}

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": 0.00959,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.00959,
    "upstream_inference_prompt_cost": 0.00551,
    "upstream_inference_completions_cost": 0.00408
  },
  "total_tokens": 3163,
  "prompt_tokens": 2755,
  "completion_tokens": 408,
  "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
  }
}