LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:33:55
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
София КАСИНС
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
7.92
prompt_tokens
4057
completion_tokens
789
cost_usd
0.016004
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
9a746b31-5194-411f-b621-7625b4451d26

Answer

{
  "why": "The printed name \"София КАСИНС\" is a rare surname, and the only plausible candidates are cards 8902311 and 9567058. The other alternatives (КАШИНА, КОСТИНА) have different surnames, and Kostina is from Novy Urengoy, so they are ruled out. Card 8902311 has 32 results and a long career, and it already lists the exact spelling \"София КАСИНС\". It is tied to Saint Petersburg and the Moskvina club, which fits a St Petersburg championship in 2021. Card 9567058 has only 2 results, both from 2026 pairs with the same partner (Bregey) and club. It looks like a duplicate created later, so it is unlikely to hold a 2021 singles result. No birth dates are available to check the age step, so the decision rests on career length and regional continuity, hence medium confidence.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9567058,
      "issue": "Appears to be a duplicate of card 8902311: same surname and first name, same partner (Aleksandr BREGEY), same club (Tamara Moskvina), and the patronymic Стивеновна is shared.",
      "suggestion": "Check and probably merge cards 9567058 and 8902311. Also add the missing birth date to the merged card."
    }
  ],
  "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": "София КАСИНС",
    "event": "Первенство СПб среди девушек и юношей (мл/взр), Санкт-Петербург, 2021-02-08",
    "category": "Дeвушки старший возраст",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_older",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 21,
    "total": "38.45",
    "segments": {
      "SP": "38.45",
      "FS": "23.66"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8902311,
        "name": "София Диана КАСИНС",
        "latin": "Sofiya Diana KASINS",
        "gender": "women",
        "birth_date": null,
        "results_total": 32,
        "last_starts": [
          {
            "date": "2026-09-03",
            "event": "Saint Petersburg Cup Stage 1",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ МС МУЖЧИНЫ, ЖЕНЩИНЫ",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 1,
            "total": "176.75",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-03-04",
            "event": "Federation Cup Juniors",
            "level": "national_other",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СК ФК Тамары Москвиной",
            "flag": "RUS",
            "place": 3,
            "total": "186.06",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-02-14",
            "event": "Saint Petersburg Championships",
            "level": "national_other",
            "category": "Парное катание, МС, Мужчины, Женщины",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Санкт-Петербург, АНО СКФК Тамары Москвиной / Санкт-Петербург, АНО СКФК Тамары Москвиной",
            "flag": "RUS",
            "place": 3,
            "total": "191.61",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-02-04",
            "event": "Russian Junior Championships",
            "level": "national_junior",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СК ФК Тамары Москвиной",
            "flag": "RUS",
            "place": 6,
            "total": "171.22",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-01-19",
            "event": "Grushmana Memorial",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC ЮНИОРЫ (13-21 ГОД), ЮНИОРКИ (13-19 ЛЕТ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2025-11-24",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "Парное катание, КМС, Юниорки, Юниоры",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "АНО СКФК Тамары Москвиной",
            "flag": "RUS",
            "place": 1,
            "total": "181.70",
            "partner": "Aleksandr BREGEY"
          }
        ],
        "spellings": [
          "Sofiya Diana KASINS",
          "Sofiya Diana Stivenovna KASINS",
          "Sofiya KASINS",
          "София Диана КАСИНС",
          "София Диана Стивеновна КАСИНС",
          "София КАСИНС"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Санкт-Петербург, СК ФК Тамары Москвиной",
          "Санкт-Петербург, АНО СКФК Тамары Москвиной / Санкт-Петербург, АНО СКФК Тамары Москвиной",
          "АНО СКФК Тамары Москвиной",
          "Санкт-Петербург, АНО СК ФК Т. Москвиной / Санкт-Петербург, АНО СК ФК Т. Москвиной",
          "СК ФК Т.Москвиной"
        ]
      },
      "alternatives": [
        {
          "card": 9567058,
          "name": "София КАСИНС",
          "latin": "Sofiya Kasins",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2026-09-24",
              "event": "Saint Petersburg Cup Stage 2",
              "level": "national_other",
              "category": "ПAPНОЕ КАТАНИЕ, МC MУЖЧИНЫ, ЖЕНЩИНЫ",
              "discipline": "pairs",
              "age_group": "senior",
              "step": "rus_ms",
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "174.31",
              "partner": "Aleksandr BREGEY"
            },
            {
              "date": "2026-02-25",
              "event": "Saint Petersburg Junior Championships",
              "level": "national_other",
              "category": "Парное катание, КМС, Юниорки, Юниоры",
              "discipline": "pairs",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "АНО \"СКФК Тамары Москвиной\"",
              "flag": "RUS",
              "place": 1,
              "total": "178.21",
              "partner": "Aleksandr BREGEY"
            }
          ],
          "spellings": [
            "Sofiya Kasins",
            "София КАСИНС",
            "София Стивеновна КАСИНС"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "АНО \"СКФК Тамары Москвиной\""
          ]
        },
        {
          "card": 8909929,
          "name": "Sofiya KASHINA",
          "latin": "Sofiya KASHINA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-03-29",
              "event": "Grand Prix - Junior&Baby",
              "level": "international_other",
              "category": "Pre-Bronze - Class Baby III - Women",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "Moscow",
              "flag": "RUS",
              "place": 6,
              "total": "13.74",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiya KASHINA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Moscow"
          ]
        },
        {
          "card": 9551242,
          "name": "София КОСТИНА",
          "latin": "Sofiya Kostina",
          "gender": "women",
          "birth_date": null,
          "results_total": 3,
          "last_starts": [
            {
              "date": "2026-02-27",
              "event": "Northern Impulse",
              "level": "national_other",
              "category": "1 Спорт.разряд-Девушки(11-17лет),Девочки(8-12лет)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ЯНАО/г.Новый Уренгой, СШ \"Контакт\"",
              "flag": "RUS",
              "place": 9,
              "total": "106.43",
              "partner": null
            },
            {
              "date": "2025-11-12",
              "event": "Novy Urengoy Championships",
              "level": "national_other",
              "category": "1 Спортивный разряд- Девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ЯНАО/г.Новый Уренгой/СШ Контакт",
              "flag": "RUS",
              "place": 4,
              "total": "84.71",
              "partner": null
            },
            {
              "date": "2024-11-16",
              "event": "Star of Yamal",
              "level": "national_other",
              "category": "2 cпopтивный рaзряд, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "г. Новый Уренгой, МАУ ДО СШ \"Контакт\"",
              "flag": "RUS",
              "place": 2,
              "total": "78.44",
              "partner": null
            }
          ],
          "spellings": [
            "Sofiya Kostina",
            "София Александровна КОСТИНА",
            "София КОСТИНА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ЯНАО/г.Новый Уренгой, СШ \"Контакт\"",
            "ЯНАО/г.Новый Уренгой/СШ Контакт",
            "г. Новый Уренгой, МАУ ДО СШ \"Контакт\""
          ]
        }
      ]
    }
  ]
}

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": 0.016004,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.016004,
    "upstream_inference_prompt_cost": 0.008114,
    "upstream_inference_completions_cost": 0.00789
  },
  "total_tokens": 4846,
  "prompt_tokens": 4057,
  "completion_tokens": 789,
  "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": 344
  }
}