LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:32:46
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Валерия ЛОСЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4
prompt_tokens
4837
completion_tokens
300
cost_usd
0.012674
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
84aec448-799f-494f-98f5-8a5f80b4e276

Answer

{
  "why": "The current card 9622014 (Валерия ЛОСЕВА) matches the row on name, club (АНО ЦПиРС СНЕГИРЬ), discipline and level. She skated rus_beginner novice events in this period, and her scores (8-15) are in the same range as the row's 13.08. Her timeline is consistent: Dec 2024 and Jan 2025 at debut level, then Mar 2025 at rus_beginner with 14.74. A 2025-02-08 start fits between them. The alternatives do not fit. Лопаева's only start was in 2016 and her birth year is 2009. Valeria Loseva (b. 1994) is an ice dancer who last competed in 2013. Моисеева is a different surname, born 2014, and skates at a much higher level (1st sport category).",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [],
  "confidence": "high"
}

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": "Валерия ЛОСЕВА",
    "event": "Зимний фестиваль \"Морозное настроение\", Москва, 2025-02-08",
    "category": "Новичок, Девочки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_beginner",
    "flag": "RUS",
    "club_or_region_printed": "АНО ЦПиРС СНЕГИРЬ",
    "place": 2,
    "total": "13.08",
    "segments": {
      "FS": "13.08"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9622014,
        "name": "Валерия ЛОСЕВА",
        "latin": "Valeriya Loseva",
        "gender": "women",
        "birth_date": null,
        "results_total": 9,
        "last_starts": [
          {
            "date": "2025-10-26",
            "event": "Pink Cheeks Festival Stage 2",
            "level": "national_other",
            "category": "Юный фигурист-Россия, девочки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_beginner",
            "club": "АНО ЦПиРС СНЕГИРЬ",
            "flag": "RUS",
            "place": 7,
            "total": "10.02",
            "partner": null
          },
          {
            "date": "2025-05-24",
            "event": "Colourful Mood Summer Festival",
            "level": "national_other",
            "category": "ЮНЫЙ ФИГУРИСТ МОСКВА 2019-2020, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_beginner",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "9.63",
            "partner": null
          },
          {
            "date": "2025-04-12",
            "event": "Opening Stars Festival",
            "level": "national_other",
            "category": "НОВИЧОК, 2018-2020 Г",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_newcomer",
            "club": null,
            "flag": "RUS",
            "place": 8,
            "total": "12.84",
            "partner": null
          },
          {
            "date": "2025-03-16",
            "event": "Frosty Mood Festival",
            "level": "national_other",
            "category": "Нoвичoк, 2019-2020",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_beginner",
            "club": "АНО ЦПиРС СНЕГИРЬ",
            "flag": "RUS",
            "place": 1,
            "total": "14.74",
            "partner": null
          },
          {
            "date": "2025-01-26",
            "event": "Pink Cheeks Festival Stage 5",
            "level": "national_other",
            "category": "ДЕБЮТ, ДЕВОЧКИ ФИО ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_debut",
            "club": "АНО ЦПиРС СНЕГИРЬ",
            "flag": "RUS",
            "place": 2,
            "total": "8.33",
            "partner": null
          },
          {
            "date": "2024-12-22",
            "event": "I Like Ice Winter Festival",
            "level": "national_other",
            "category": "Дебют. Девочки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_debut",
            "club": "АНО ЦПиРС СНЕГИРЬ",
            "flag": "RUS",
            "place": 4,
            "total": "10.52",
            "partner": null
          }
        ],
        "spellings": [
          "Валерия ЛОСЕВА",
          "Валерия Павловна ЛОСЕВА"
        ],
        "birth_years_printed": {
          "2019": 1
        },
        "clubs_printed": [
          "АНО ЦПиРС СНЕГИРЬ"
        ]
      },
      "alternatives": [
        {
          "card": 9574112,
          "name": "Валерия ЛОПАЕВА",
          "latin": "Valeriya Lopaeva",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2016-12-17",
              "event": "New Year Cup",
              "level": "national_other",
              "category": "3-Й ЮНОШЕСКИЙ, ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "Москва, МСС УОР №4",
              "flag": "RUS",
              "place": 37,
              "total": "13.57",
              "partner": null
            }
          ],
          "spellings": [
            "Валерия ЛОПАЕВА"
          ],
          "birth_years_printed": {
            "2009": 1
          },
          "clubs_printed": [
            "Москва, МСС УОР №4"
          ]
        },
        {
          "card": 9025092,
          "name": "Valeria Loseva",
          "latin": "Valeria Loseva",
          "gender": "women",
          "birth_date": "1994-02-25",
          "results_total": 28,
          "last_starts": [
            {
              "date": "2013-02-01",
              "event": "Russian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 9,
              "total": "121.28",
              "partner": "Denis Lunin"
            },
            {
              "date": "2012-02-05",
              "event": "Russian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "123.99",
              "partner": "Denis Lunin"
            },
            {
              "date": "2011-09-07",
              "event": "Junior Grand Prix Australia",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "111.13",
              "partner": "Denis Lunin"
            },
            {
              "date": "2011-03-08",
              "event": "Russian School Spartakiad",
              "level": "national_other",
              "category": "Танцы на льду КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "129.21",
              "partner": "Denis Lunin"
            },
            {
              "date": "2011-02-09",
              "event": "Bavarian Open",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "120.71",
              "partner": "Denis Lunin"
            },
            {
              "date": "2011-02-02",
              "event": "Russian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "123.69",
              "partner": "Denis Lunin"
            }
          ],
          "spellings": [
            "Valeria LOSEVA",
            "Valeriya LOSEVA",
            "Валерия ЛОСЕВА"
          ],
          "birth_years_printed": {
            "1994": 1
          },
          "clubs_printed": []
        },
        {
          "card": 9503478,
          "name": "Валерия МОИСЕЕВА",
          "latin": "Valeriya Moiseeva",
          "gender": "women",
          "birth_date": "2014-04-13",
          "results_total": 45,
          "last_starts": [
            {
              "date": "2026-09-19",
              "event": "Tatiana Navka Cup",
              "level": "national_other",
              "category": "3 Юнoшеский разряд, Девoчки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 8,
              "total": "48.77",
              "partner": null
            },
            {
              "date": "2026-09-19",
              "event": "Tatiana Navka Cup",
              "level": "national_other",
              "category": "1 Спортивный разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 7,
              "total": "144.26",
              "partner": null
            },
            {
              "date": "2026-02-17",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "1 Спортивный разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 4,
              "total": "152.40",
              "partner": null
            },
            {
              "date": "2026-01-24",
              "event": "Battle of Schools Round 4",
              "level": "national_other",
              "category": "1 Спортивный разряд, Девочки, Девушки",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_1sport",
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 4,
              "total": "152.72",
              "partner": null
            },
            {
              "date": "2026-01-19",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Девочки, старшая группа",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 12,
              "total": "225.09",
              "partner": null
            },
            {
              "date": "2025-12-08",
              "event": "Moscow Cup Final",
              "level": "national_other",
              "category": "1 cпoртивный рaзряд. Дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "СШОР им.С.А.Жука по фигурному катанию на коньках",
              "flag": "RUS",
              "place": 14,
              "total": "159.20",
              "partner": null
            }
          ],
          "spellings": [
            "Valeriya MOISEEVA",
            "Valeriya Moiseeva",
            "Валерия МОИСЕЕВА",
            "Валерия Павловна МОИСЕЕВА"
          ],
          "birth_years_printed": {
            "2014": 23
          },
          "clubs_printed": [
            "СШОР им.С.А.Жука по фигурному катанию на коньках",
            "ФАУ МО РФ ЦСКА",
            "Москва, СШОР им. С.А. Жука",
            "ФАУ МО РФ ЦСКА им.С.А.Жука",
            "Москва, ФАУ МО РФ ЦСКА"
          ]
        }
      ]
    }
  ]
}

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": 0.012674,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.012674,
    "upstream_inference_prompt_cost": 0.009674,
    "upstream_inference_completions_cost": 0.003
  },
  "total_tokens": 5137,
  "prompt_tokens": 4837,
  "completion_tokens": 300,
  "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
  }
}