LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:33:09
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Ульяна СОКОЛОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
17.27
prompt_tokens
6865
completion_tokens
1943
cost_usd
0.03316
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
d4b87ac0-9da4-4aaa-bb21-5e1a1a948313

Answer

{
  "why": "The row is a 2sport girls 2011-and-older event in Reftinsky (Sverdlovsk oblast) in April 2023, with a total of 78.65 (SP 27.37, FS 51.28). The current card 9649711 has 2sport singles results in 2024 at the same level: 85.46, 72.61 and 71.17 are full-program totals, which fit a skater scoring 78.65 a year earlier. Its 2024 events are also mostly in the Urals area. No other Sokolova fits better on level. 9648142 is St Petersburg and junior. 8912957 is Kostroma and born around 2014. 8917246 is Estonian. The other names (Sapogova, Makarova, Khomkalova) are different surnames. The one serious competitor is 9719385: a Serov girl with a printed birth year of 2011, who skated 3rd youth in 2019 at age 8. Her region, birth year and a normal progression to 2sport by 2023 all fit, and she may be the same person as the current card, but the dossier has nothing after 2019 to confirm it. The current card's last start, 3rd youth in Vologda in October 2024 (12.34), does not fit a 2sport skater, so that card may mix two namesakes. I keep the current card with low confidence.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9649711,
      "issue": "Career is inconsistent: 2sport results with 70-85 point totals, then a 3rd youth start with 12.34 in October 2024 (Vologda), after 2sport events. No birth date or club. It may mix two namesakes.",
      "suggestion": "Check the Vologda Mayor's Cup start and the low single-segment scores (26.69, 26.80). Split off any start that belongs to another Ульяна Соколова."
    },
    {
      "card": 9719385,
      "issue": "Ульяна Соколова, born 2011, Serov DYuSSh, last start in 2019. She may be the same person as 9649711 or the skater on this row.",
      "suggestion": "Compare the club and region in the 2023-2024 protocols of 9649711. If they show Serov or Sverdlovsk oblast and birth year 2011, merge the cards or move this row to 9719385."
    }
  ],
  "confidence": "low"
}

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": "Ульяна СОКОЛОВА",
    "event": "Региональные соревнования «Кубок городского округа Рефтинский», Рефтинский, 2023-04-10",
    "category": "ОДИН. КАТ. 2 СПОРТИВНЫЙ ДЕВУШКИ 2011 И СТ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2sport",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 6,
    "total": "78.65",
    "segments": {
      "FS": "51.28",
      "SP": "27.37"
    },
    "birth_years_printed": [],
    "category_years": [
      2011
    ]
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9649711,
        "name": "Ульяна СОКОЛОВА",
        "latin": "Ulyana SOKOLOVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 10,
        "last_starts": [
          {
            "date": "2024-10-24",
            "event": "Vologda Mayor's Cup",
            "level": "national_other",
            "category": "3-й юношеский, девoчки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3youth",
            "club": null,
            "flag": "RUS",
            "place": 24,
            "total": "12.34",
            "partner": null
          },
          {
            "date": "2024-05-14",
            "event": "Gold Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РАЗРЯД ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 29,
            "total": "26.69",
            "partner": null
          },
          {
            "date": "2024-05-10",
            "event": "Crystal Ice Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 31,
            "total": "71.17",
            "partner": null
          },
          {
            "date": "2024-04-27",
            "event": "Ksenofontov Memorial",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 46,
            "total": "26.80",
            "partner": null
          },
          {
            "date": "2024-03-26",
            "event": "Local Federations Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 44,
            "total": "72.61",
            "partner": null
          },
          {
            "date": "2024-03-12",
            "event": "Tagil Ice Chip Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "85.46",
            "partner": null
          }
        ],
        "spellings": [
          "Ульяна СОКОЛОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": []
      },
      "alternatives": [
        {
          "card": 9707808,
          "name": "Ульяна САПОГОВА",
          "latin": "Ulyana SAPOGOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 13,
          "last_starts": [
            {
              "date": "2026-03-28",
              "event": "Kirovgrad Trophy",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "33.96",
              "partner": null
            },
            {
              "date": "2026-01-13",
              "event": "Sverdlovsk Federation Cup Stage 5",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "30.62",
              "partner": null
            },
            {
              "date": "2025-12-08",
              "event": "Sverdlovsk Oblast Championships",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "20.20",
              "partner": null
            },
            {
              "date": "2025-11-24",
              "event": "Sverdlovsk Regional Stage 3",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "20.51",
              "partner": null
            },
            {
              "date": "2025-09-28",
              "event": "Sverdlovsk Federation Cup Stage 2",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "18.67",
              "partner": null
            },
            {
              "date": "2025-09-15",
              "event": "Sverdlovsk Federation Cup Stage 1",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 3 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "19.67",
              "partner": null
            }
          ],
          "spellings": [
            "Ulyana Maksimovna SAPOGOVA",
            "Ulyana SAPOGOVA",
            "Ульяна Максимовна САПОГОВА",
            "Ульяна САПОГОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9718656,
          "name": "Ульяна САПОГОВА",
          "latin": "Ulyana SAPOGOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-12-23",
              "event": "Sverdlovsk Federation Cup Stage 4",
              "level": "national_other",
              "category": "ОДИНОЧНОЕ КАТАНИЕ 2 ЮНОШЕСКИЙ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "31.96",
              "partner": null
            }
          ],
          "spellings": [
            "Ulyana Maksimovna SAPOGOVA YEKB",
            "Ulyana SAPOGOVA",
            "Ульяна Максимовна САПОГОВА ЕКБ",
            "Ульяна САПОГОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9707628,
          "name": "Ульяна МАКАРОВА",
          "latin": "Ulyana MAKAROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2025-11-22",
              "event": "Snezhnost Trophy",
              "level": "national_other",
              "category": "2 ЮНОШЕСКИЙ РАЗРЯД - ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 5,
              "total": "25.69",
              "partner": null
            },
            {
              "date": "2025-09-29",
              "event": "Syuyumbike Cup",
              "level": "national_other",
              "category": "3 ЮН РАЗРЯД - ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "17.72",
              "partner": null
            }
          ],
          "spellings": [
            "Ульяна МАКАРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9648142,
          "name": "Ульяна СОКОЛОВА",
          "latin": "Ulyana SOKOLOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2026-02-16",
              "event": "Dynasty Trophy",
              "level": "national_other",
              "category": "Oдинoчнoe кaтaниe, I cп, дeвочки, дeвушки",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "СПб, МО Смольнинское, АНО ФСО ШФК Бриллиантовый лед",
              "flag": "RUS",
              "place": 31,
              "total": "99.02",
              "partner": null
            }
          ],
          "spellings": [
            "Ulyana SOKOLOVA",
            "Ulyana Sergeevna SOKOLOVA",
            "Ульяна СОКОЛОВА",
            "Ульяна Сергеевна СОКОЛОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "СПб, МО Смольнинское, АНО ФСО ШФК Бриллиантовый лед"
          ]
        },
        {
          "card": 9532946,
          "name": "Ульяна ХОМКАЛОВА",
          "latin": "Ulyana Khomkalova",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2026-03-01",
              "event": "Crystal Skate",
              "level": "national_other",
              "category": "2 юношеский, девочки (6-9 лет)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 26,
              "total": "24.16",
              "partner": null
            },
            {
              "date": "2025-11-15",
              "event": "Todes School Trophy",
              "level": "national_other",
              "category": "2 юношеский, девочки (6-9 лет)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "Курган, МБУ ДО ДЮСШ №2",
              "flag": "RUS",
              "place": 14,
              "total": "26.77",
              "partner": null
            },
            {
              "date": "2024-03-05",
              "event": "Young Skater Contest",
              "level": "national_other",
              "category": "Открытый конкурс \"Юный фигурист 2024\" ЮНЫЙ ФИГУРИСТ ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": "г. Курган, ДЮСШ No 2",
              "flag": "RUS",
              "place": 7,
              "total": "12.14",
              "partner": null
            }
          ],
          "spellings": [
            "Ulyana Khomkalova",
            "Ульяна ХОМКАЛОВА",
            "Ульяна Юрьевна ХОМКАЛОВА"
          ],
          "birth_years_printed": {
            "2016": 1
          },
          "clubs_printed": [
            "Курган, МБУ ДО ДЮСШ №2",
            "г. Курган, ДЮСШ No 2"
          ]
        },
        {
          "card": 9719385,
          "name": "Ульяна СОКОЛОВА",
          "latin": "Ulyana SOKOLOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2019-02-27",
              "event": "Tyumen Stars Trophy",
              "level": "national_other",
              "category": "З ЮНОШЕСКИЙ ДЕВОЧКИ ГР. А",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "г. Серов, МАУ ДО ДЮСШ",
              "flag": "RUS",
              "place": 4,
              "total": "20.63",
              "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": 1,
              "total": "27.66",
              "partner": null
            }
          ],
          "spellings": [
            "Ульяна СОКОЛОВА"
          ],
          "birth_years_printed": {
            "2011": 1
          },
          "clubs_printed": [
            "г. Серов, МАУ ДО ДЮСШ",
            "г. Серов МАУ ДО ДЮСШ"
          ]
        },
        {
          "card": 8912957,
          "name": "Ulyana SOKOLOVA",
          "latin": "Ulyana SOKOLOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2024-12-08",
              "event": "Union Cup",
              "level": "national_other",
              "category": "Intermediate Novice 2014 - Women",
              "discipline": "singles",
              "age_group": "novice",
              "step": "isu_int_nov",
              "club": "SShOR A.V. Golubev / Kostroma",
              "flag": "RUS",
              "place": 11,
              "total": "22.75",
              "partner": null
            }
          ],
          "spellings": [
            "Ulyana SOKOLOVA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "SShOR A.V. Golubev / Kostroma"
          ]
        },
        {
          "card": 8917246,
          "name": "Julianna SOKOLOVA",
          "latin": "Julianna SOKOLOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2024-05-10",
              "event": "Tallinn Trophy Kids",
              "level": "international_other",
              "category": "Chicks C 2016 Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Pääsuke",
              "flag": "EST",
              "place": 5,
              "total": "15.77",
              "partner": null
            },
            {
              "date": "2024-04-27",
              "event": "Narva Spring",
              "level": "international_other",
              "category": "Chicks C Girls",
              "discipline": "singles",
              "age_group": "novice",
              "step": "development",
              "club": "Pääsuke",
              "flag": "EST",
              "place": 6,
              "total": "11.81",
              "partner": null
            }
          ],
          "spellings": [
            "Julianna SOKOLOVA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Pääsuke"
          ]
        }
      ]
    }
  ]
}

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": 0.03316,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.03316,
    "upstream_inference_prompt_cost": 0.01373,
    "upstream_inference_completions_cost": 0.01943
  },
  "total_tokens": 8808,
  "prompt_tokens": 6865,
  "completion_tokens": 1943,
  "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": 1197
  }
}