LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:34:45
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Екатерина БАШАРОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.5
prompt_tokens
4765
completion_tokens
492
cost_usd
0.01445
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
5689ec92-4e1e-4a59-9989-4f0aa24cb3e5

Answer

{
  "why": "The printed name \"Екатерина БАШАРОВА\" matches the current card 9642508 exactly. That card's only club is Удмуртская Республика, the same region as the row, and it has a single result, which is probably this row. The alternative card 9567490 is also named Башарова and has a full patronymic (Радиковна) and a birth date of 2003-07-03. A girl born in 2003 would be about 12-13 in February 2016, so she could not be in the older group of the youngest age category of the Russian Championships, but she could have been in a novice category. However, that card has no results and no club, so it gives no continuity evidence. The other alternatives have different surnames (Захарова, Бочарова, Мостарова, Башкова) and their careers are in other regions and disciplines, so none of them fits. The score level (130.13 with SP and FS) fits a novice at the Russian youth championships. The current card is the most likely match. Nothing can exclude 9567490, so confidence is medium.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9567490,
      "issue": "Card with the same name, born 2003-07-03 and patronymic Радиковна, has no results and no club; it may be the same person as 9642508.",
      "suggestion": "Check whether Башарова Екатерина Радиковна is from Udmurtia and, if so, merge it with 9642508. The birth date 2003 would make her 12 at the 2016 event, which fits novice."
    }
  ],
  "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": "Екатерина БАШАРОВА",
    "event": "ЗС Первенства России (младш.возр.) УФО, ПФО, , 2016-02-01",
    "category": "ДЕВУШКИ (СТАРШАЯ ГРУППА)",
    "discipline": "singles",
    "age_group": "novice",
    "step": null,
    "flag": "RUS",
    "club_or_region_printed": "Удмуртская Республика",
    "place": 15,
    "total": "130.13",
    "segments": {
      "TEST": "13.60",
      "SP": "39.59",
      "FS": "64.54"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9642508,
        "name": "Екатерина БАШАРОВА",
        "latin": "Ekaterina Basharova",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Екатерина БАШАРОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Удмуртская Республика"
        ]
      },
      "alternatives": [
        {
          "card": 9567490,
          "name": "Екатерина БАШАРОВА",
          "latin": "Ekaterina Basharova",
          "gender": "women",
          "birth_date": "2003-07-03",
          "results_total": 0,
          "last_starts": [],
          "spellings": [
            "Ekaterina Basharova",
            "Башарова Екатерина Радиковна",
            "Екатерина БАШАРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9668322,
          "name": "Екатерина ЗАХАРОВА",
          "latin": "Yekaterina ZAKHAROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2017-12-07",
              "event": "Tver Region Cup Final",
              "level": "national_other",
              "category": "1 юношеский разряд, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": "Тверская СШОР",
              "flag": "RUS",
              "place": 17,
              "total": "27.02",
              "partner": null
            },
            {
              "date": "2017-10-07",
              "event": "Veliky Novgorod Open City Competition",
              "level": "national_other",
              "category": "2 юн. дeвочки 2008 и старше",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "Тверская СШОР, Тверская область",
              "flag": "RUS",
              "place": 3,
              "total": "21.52",
              "partner": null
            }
          ],
          "spellings": [
            "Екатерина ЗАХАРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Тверская СШОР",
            "Тверская СШОР, Тверская область"
          ]
        },
        {
          "card": 8965456,
          "name": "Ekaterina BOCHAROVA",
          "latin": "Ekaterina BOCHAROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 19,
          "last_starts": [
            {
              "date": "2014-10-27",
              "event": "Russian Cup Stage 3",
              "level": "national_series",
              "category": "Спортивные танцы, КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 8,
              "total": "109.72",
              "partner": "Anton SHIBNEV"
            },
            {
              "date": "2014-10-17",
              "event": "Ice Star",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "103.76",
              "partner": "Anton SHIBNEV"
            },
            {
              "date": "2014-02-26",
              "event": "Russian Cup Final",
              "level": "national_series",
              "category": "Танцы на льду, КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 7,
              "total": "37.65",
              "partner": "Anton SHIBNEV"
            },
            {
              "date": "2014-01-22",
              "event": "Russian Junior Championships",
              "level": "national_junior",
              "category": "Junior Ice Dancing",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 11,
              "total": "115.13",
              "partner": "Anton SHIBNEV"
            },
            {
              "date": "2013-11-07",
              "event": "Volvo Open Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "119.60",
              "partner": "Anton SHIBNEV"
            },
            {
              "date": "2013-10-18",
              "event": "Ice Star",
              "level": "international_other",
              "category": "Ice Dance - Junior",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "120.82",
              "partner": "Anton SHIBNEV"
            }
          ],
          "spellings": [
            "Ekaterina Bocharova",
            "Yekaterina BOCHAROVA",
            "Екатерина БОЧАРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Москва, ДЮСШ 2 / Москва, ДЮСШ 2"
          ]
        },
        {
          "card": 9529849,
          "name": "Екатерина ЗАХАРОВА",
          "latin": "Ekaterina Zakharova",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2026-03-28",
              "event": "Regional Championships",
              "level": "national_other",
              "category": "НОВИЧОК, девочки 2016-2017 гр",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_newcomer",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "8.89",
              "partner": null
            },
            {
              "date": "2025-11-02",
              "event": "Regional Championships",
              "level": "national_other",
              "category": "НОВИЧОК, девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_newcomer",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "6.28",
              "partner": null
            }
          ],
          "spellings": [
            "Ekaterina Zakharova",
            "Екатерина ЗАХАРОВА",
            "Екатерина Олеговна ЗАХАРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9648667,
          "name": "Екатерина МОСТАРОВА",
          "latin": "Yekaterina MOSTAROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2024-11-30",
              "event": "Yoshkar-Ola City Championships",
              "level": "national_other",
              "category": "3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2024-11-09",
              "event": "Chuvash Republic Cup Stage 1",
              "level": "national_other",
              "category": "3-й cпортивный разряд, дeвочки 9-12, 11-17 лет",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": null,
              "flag": "RUS",
              "place": 17,
              "total": "26.74",
              "partner": null
            },
            {
              "date": "2024-10-27",
              "event": "Mari El Republic Cup",
              "level": "national_other",
              "category": "3-Й СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ (6-8, 9-12 ЛЕТ)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3sport",
              "club": "Чувашская Республика, Чебоксары, АНО СШФКК",
              "flag": "RUS",
              "place": 15,
              "total": "26.74",
              "partner": null
            }
          ],
          "spellings": [
            "Екатерина МОСТАРОВА"
          ],
          "birth_years_printed": {
            "2012": 2
          },
          "clubs_printed": [
            "Чувашская Республика, Чебоксары, АНО СШФКК"
          ]
        },
        {
          "card": 8962717,
          "name": "Екатерина БАШКОВА",
          "latin": "Yekaterina BASHKOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2016-02-27",
              "event": "Veliky Novgorod Junior Championships",
              "level": "national_other",
              "category": "Открытое первенство Великого Новгорода - I спорт. дeвушки",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "ДЮСШ \"Спорт-Индустрия\", Великий Новгород",
              "flag": "RUS",
              "place": 12,
              "total": "96.44",
              "partner": null
            },
            {
              "date": "2015-03-19",
              "event": "Russian Novice Championships",
              "level": "national_other",
              "category": "Девушки, младший возраст",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_younger",
              "club": null,
              "flag": "RUS",
              "place": 27,
              "total": "95.07",
              "partner": null
            },
            {
              "date": "2014-12-13",
              "event": "Veliky Novgorod Interregional Tournament",
              "level": "national_other",
              "category": "2 спoрт. дeвушки",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_2sport",
              "club": "Великий Новгород",
              "flag": "RUS",
              "place": 3,
              "total": "82.22",
              "partner": null
            }
          ],
          "spellings": [
            "Yekaterina BASHKOVA",
            "Екатерина БАШКОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ДЮСШ \"Спорт-Индустрия\", Великий Новгород",
            "Великий Новгород"
          ]
        }
      ]
    }
  ]
}

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": 0.01445,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01445,
    "upstream_inference_prompt_cost": 0.00953,
    "upstream_inference_completions_cost": 0.00492
  },
  "total_tokens": 5257,
  "prompt_tokens": 4765,
  "completion_tokens": 492,
  "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
  }
}