LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:52:16
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
АЛЕКСАНДРА ЕГОРОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
7.48
prompt_tokens
4479
completion_tokens
756
cost_usd
0.016518
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
531f5eec-547c-4d50-bd1c-234d13d78ce1

Answer

{
  "why": "The row is a 2013 Moscow event at the 2nd sport category level for novice girls, with a club printed as DYUSSH \"Centr…\". Card 8950242 (born 2002-07-01) would have been about 10 then, which fits that category. Her later career is Moscow-based and rises steadily from KMS to MS by 2017, so a 2nd sport category start in 2013 fits. The three alternatives do not fit the date. Card 9630460 has starts only from 2021 to 2025 at 3rd youth level. Card 9646724 has starts from 2019 at 1st youth level, then 3rd sport to 2021, for a Moscow sport school, so she was likely too young in 2013. Card 9719389 is from Sverdlovsk Oblast (Serov) in 2019. None of these has any evidence of a link to a Moscow DYUSSH in 2013. The club text is truncated and the card has no 2013-era club to compare, so confidence is only medium.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [],
  "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": "АЛЕКСАНДРА ЕГОРОВА",
    "event": "Открытое первенство среди ДЮСШ, Москва, 2013-04-04",
    "category": "2-Й СПОРТИВНЫЙ, ДЕВОЧКИ ПОСЛЕ ВИДА",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2sport",
    "flag": "RUS",
    "club_or_region_printed": "ДЮСШ \"ЦЕНТР",
    "place": 14,
    "total": "29.34",
    "segments": {
      "SP": null
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8950242,
        "name": "Александра ЕГОРОВА",
        "latin": "Aleksandra YEGOROVA",
        "gender": "women",
        "birth_date": "2002-07-01",
        "results_total": 32,
        "last_starts": [
          {
            "date": "2018-01-29",
            "event": "Tchaikovskaya Trophy",
            "level": "national_other",
            "category": "Женщины, MC",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          },
          {
            "date": "2018-01-13",
            "event": "Moscow Cup",
            "level": "national_other",
            "category": "МС, ЖЕНЩИНЫ",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Академия фигурного катания \"Ангелы",
            "flag": "RUS",
            "place": 7,
            "total": "141.92",
            "partner": null
          },
          {
            "date": "2017-12-14",
            "event": "Butyrskaya Trophy",
            "level": "national_other",
            "category": "(untitled)",
            "discipline": "singles",
            "age_group": "senior",
            "step": null,
            "club": "Академия ФК Ангелы Плющенко",
            "flag": "RUS",
            "place": 7,
            "total": "153.11",
            "partner": null
          },
          {
            "date": "2017-11-21",
            "event": "Russian Cup Stage 5",
            "level": "national_series",
            "category": "МС,Женщины",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 9,
            "total": "160.41",
            "partner": null
          },
          {
            "date": "2017-10-29",
            "event": "Kudryavtsev Trophy",
            "level": "national_other",
            "category": "KMC, ДEВУШКИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": "146.07",
            "partner": null
          },
          {
            "date": "2017-10-12",
            "event": "Russian Cup Stage 2",
            "level": "national_series",
            "category": "Женщины, MC",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 10,
            "total": "151.77",
            "partner": null
          }
        ],
        "spellings": [
          "Aleksandra YEGOROVA",
          "Александра ЕГОРОВА"
        ]
      },
      "alternatives": [
        {
          "card": 9630460,
          "name": "Александра ЕГОРОВА",
          "latin": "Aleksandra Egorova",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2025-05-29",
              "event": "Sport Academy Spring Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ (6-9 и 8-12 лет), ДЕВУШКИ (11-17 лет) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ООО Академия спорта",
              "flag": "RUS",
              "place": 17,
              "total": "14.65",
              "partner": null
            },
            {
              "date": "2025-05-15",
              "event": "Tolmacheva-Granatkina Memorial",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 13,
              "total": "16.00",
              "partner": null
            },
            {
              "date": "2025-05-01",
              "event": "Heroes' Path Trophy",
              "level": "national_other",
              "category": "Одиночное катание 3 юношеский разряд Девочки (6-9 и 8-12 лет), девушки (11-17 лет) ФИО ПП",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ООО Академия спорта",
              "flag": "RUS",
              "place": 32,
              "total": "9.62",
              "partner": null
            },
            {
              "date": "2021-05-26",
              "event": "Sport Academy Spring Trophy",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 37,
              "total": "15.11",
              "partner": null
            }
          ],
          "spellings": [
            "Aleksandra Egorova",
            "Александра Александровна ЕГОРОВА",
            "Александра ЕГОРОВА"
          ]
        },
        {
          "card": 9646724,
          "name": "Александра ЕГОРОВА",
          "latin": "Aleksandra Egorova",
          "gender": "women",
          "birth_date": null,
          "results_total": 15,
          "last_starts": [
            {
              "date": "2021-02-10",
              "event": "Ice Dreams Trophy",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ И ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 9,
              "total": "40.81",
              "partner": null
            },
            {
              "date": "2021-01-26",
              "event": "Sport Academy Winter Trophy",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 13,
              "total": "39.37",
              "partner": null
            },
            {
              "date": "2020-12-05",
              "event": "Brice Cup",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "38.62",
              "partner": null
            },
            {
              "date": "2020-03-03",
              "event": "Women's Day Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 7,
              "total": "38.30",
              "partner": null
            },
            {
              "date": "2019-12-25",
              "event": "CSKA Ded Moroz Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ, ДEВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 9,
              "total": "36.13",
              "partner": null
            },
            {
              "date": "2019-12-14",
              "event": "Sport School No 4 Closed Trophy",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Училище олимпийского резерва №4",
              "flag": "RUS",
              "place": 10,
              "total": "34.28",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ЕГОРОВА"
          ]
        },
        {
          "card": 9719389,
          "name": "Александра ЕГОРОВА",
          "latin": "Aleksandra YEGOROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2019-02-14",
              "event": "Sverdlovsk Oblast Junior Championships (Youth)",
              "level": "national_other",
              "category": "3 юношеский разряд. Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "г. Серов МАУ ДО ДЮСШ",
              "flag": "RUS",
              "place": 26,
              "total": "20.76",
              "partner": null
            },
            {
              "date": "2019-02-08",
              "event": "Sverdlovsk Natural Rinks Championships",
              "level": "national_other",
              "category": "3-й юнoшecкий Дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "г. Серов МАУ ДО ДЮСШ",
              "flag": "RUS",
              "place": 5,
              "total": "19.85",
              "partner": null
            }
          ],
          "spellings": [
            "Александра ЕГОРОВА"
          ]
        }
      ]
    }
  ]
}

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": 0.016518,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.016518,
    "upstream_inference_prompt_cost": 0.008958,
    "upstream_inference_completions_cost": 0.00756
  },
  "total_tokens": 5235,
  "prompt_tokens": 4479,
  "completion_tokens": 756,
  "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": 398
  }
}