LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:52:51
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Софья Александровна БЕЛЯЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
9.41
prompt_tokens
4396
completion_tokens
1023
cost_usd
0.019022
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
0cdec553-9eb4-4587-b2b3-7d199c82c66b

Answer

{
  "why": "The printed row is Софья Александровна БЕЛЯЕВА, club ООО Триумф, 1 юношеский разряд, 28.97 in the free skate only. Card 9610580 (София БЕЛЯЕВА) fits on several points. It already carries the spelling 'София Александровна БЕЛЯЕВА', so the patronymic is the same. Its club is ООО Триумф. It competed in the same category (1 юношеский разряд, Девочки, Девушки) at New Year Dream on 2024-12-14, three days after this event, so the two events do not overlap. Its scores progress plausibly: 25.71 in 2nd youth in April 2024, 33.60 in December 2024, then 38-39 in 2025. A 28.97 on 2024-12-11 fits that range. Софья and София are close variants of the same name, and the loader most likely created a new card for this one result. The other candidates fit worse. 9575565 (Софья БЕЛЯЕВА) last skated in April 2018 for СК Искра, Москва, with no Триумф link, and the career gap is too long. 8943368 is a Latvian skater with a different name and country. Confidence is medium because neither card has a birth date and the name spelling differs.",
  "card": 9610580,
  "slot": "9723911",
  "decision": "card",
  "followups": [
    {
      "card": 9723911,
      "issue": "Probable duplicate of card 9610580, with a single result (this row) and no birth date.",
      "suggestion": "Merge into 9610580 or delete it after relinking the row, and add the spelling 'Софья Александровна БЕЛЯЕВА' to 9610580."
    },
    {
      "card": 9610580,
      "issue": "The name is stored as София, but the protocol of 2024-12-11 prints Софья. No birth date is stored, so the card cannot be checked against the category age.",
      "suggestion": "Confirm the correct spelling from other protocols or the federation record, and fill in the birth date."
    }
  ],
  "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": "Софья Александровна БЕЛЯЕВА",
    "event": "Турнир \"Памяти МСМК СССР Георгия Проскурина\", Москва, 2024-12-11",
    "category": "1 Юношеский разряд, Девочки, Девушки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_1youth",
    "flag": "RUS",
    "club_or_region_printed": "ООО Триумф",
    "place": 48,
    "total": "28.97",
    "segments": {
      "FS": "28.97"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723911,
        "name": "Софья Александровна БЕЛЯЕВА",
        "latin": "Sofya Aleksandrovna BELYAEVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Софья Александровна БЕЛЯЕВА"
        ]
      },
      "alternatives": [
        {
          "card": 8943368,
          "name": "Sofija BELAJEVA",
          "latin": "Sofija BELAJEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 11,
          "last_starts": [
            {
              "date": "2019-11-05",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Chicks B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": null,
              "flag": "LAT",
              "place": 16,
              "total": "13.73",
              "partner": null
            },
            {
              "date": "2019-01-26",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks B Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 3,
              "total": "14.46",
              "partner": null
            },
            {
              "date": "2018-11-24",
              "event": "Tomas Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 4,
              "total": "12.25",
              "partner": null
            },
            {
              "date": "2018-11-11",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 5,
              "total": "11.58",
              "partner": null
            },
            {
              "date": "2018-10-27",
              "event": "Ventspils Perle",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 1,
              "total": "12.20",
              "partner": null
            },
            {
              "date": "2018-05-05",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Pre-Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "JS",
              "flag": "LAT",
              "place": 3,
              "total": "10.39",
              "partner": null
            }
          ],
          "spellings": [
            "Sofija BELAJEVA",
            "Sofija BELJAEVA",
            "Sofija BELJAJEVA",
            "Sofja BELAJEVA"
          ]
        },
        {
          "card": 9575565,
          "name": "Софья БЕЛЯЕВА",
          "latin": "Sofya Belyaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2018-04-23",
              "event": "Blue Bird Trophy",
              "level": "national_other",
              "category": "F Первенство \"В гостях у Синей птицы\" 1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ Первенство \"В гостях у Синей птицы\" - 1 юношеский разряд, девочки Старт",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 10,
              "total": "37.28",
              "partner": null
            },
            {
              "date": "2018-03-05",
              "event": "Women's Day Trophy",
              "level": "national_other",
              "category": "F Первенство,посвященное Международному женскому дню 2-Й ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ Первенство,посвященное Международному женскому дню - 2-й юношеский разряд, Девочки Старт",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "26.32",
              "partner": null
            },
            {
              "date": "2017-12-25",
              "event": "Blue Bird Trophy",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "СК Искра, Москва",
              "flag": "RUS",
              "place": 9,
              "total": "22.21",
              "partner": null
            },
            {
              "date": "2017-12-16",
              "event": "New Year Cup",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "СК Искра, Москва",
              "flag": "RUS",
              "place": 11,
              "total": "23.75",
              "partner": null
            }
          ],
          "spellings": [
            "Софья БЕЛЯЕВА"
          ]
        },
        {
          "card": 9610580,
          "name": "София БЕЛЯЕВА",
          "latin": "Sofiya Belyaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 11,
          "last_starts": [
            {
              "date": "2025-06-11",
              "event": "Summer Season Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ - 3 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ) ДЕВОЧКИ (8-12 ЛЕТ) ДЕВУШКИ (11-17 ЛЕТ) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 4,
              "total": "38.87",
              "partner": null
            },
            {
              "date": "2025-06-07",
              "event": "Arena Play North Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ, 3 CПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 24,
              "total": "30.57",
              "partner": null
            },
            {
              "date": "2025-02-18",
              "event": "Diamond Ice Festival",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 1 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ (6-9 ЛЕТ), ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 8,
              "total": "38.74",
              "partner": null
            },
            {
              "date": "2025-02-14",
              "event": "February Patterns",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 9,
              "total": "38.19",
              "partner": null
            },
            {
              "date": "2024-12-14",
              "event": "New Year Dream",
              "level": "national_other",
              "category": "1 Юношеский разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 24,
              "total": "33.60",
              "partner": null
            },
            {
              "date": "2024-04-27",
              "event": "Brice Diamond Ice Cup",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ РAЗРЯД ДЕВОЧКИ (6-8 ЛЕТ), ДЕВОЧКИ (9-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "ООО Триумф",
              "flag": "RUS",
              "place": 38,
              "total": "25.71",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiya Belyaeva",
            "София Александровна БЕЛЯЕВА",
            "София БЕЛЯЕВА"
          ]
        }
      ]
    }
  ]
}

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": 0.019022,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.019022,
    "upstream_inference_prompt_cost": 0.008792,
    "upstream_inference_completions_cost": 0.01023
  },
  "total_tokens": 5419,
  "prompt_tokens": 4396,
  "completion_tokens": 1023,
  "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": 371
  }
}