LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:36:17
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
София Диана КАСИНС / Александр БРЕГЕЙ
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.25
prompt_tokens
4303
completion_tokens
464
cost_usd
0.013246
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
2495d296-60e2-42be-aa0c-4ee2902e267d

Answer

{
  "why": "Both current cards fit the row. Kasins (8902311) has no alternatives. She skates pairs in KMC for the Moskvina club in St. Petersburg, and her later starts are all with Aleksandr Bregey. Bregey (8924754) has the same club and partner and a continuous pairs career. Their scores (171-186 in KMC) match this row's 183.58. The only alternative for Bregey, 9641879 'лександр БРЕГЕЙ', is a single 2021 singles result with a truncated first letter. It has the same birth date, 2007-02-19, so it is probably the same person with a typo in the name. Its one singles start does not fit this pairs row, and the main card is the established pairs one. So keep both.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9641879,
      "issue": "Name 'лександр БРЕГЕЙ' is missing its first letter, and the birth date matches card 8924754. It is likely a duplicate of the same person.",
      "suggestion": "Merge card 9641879 into 8924754 (Aleksandr Bregey) after checking that the 2021 Samarochka singles result is his."
    },
    {
      "card": 8902311,
      "issue": "Birth date is missing for Sofiya Diana Kasins.",
      "suggestion": "Fill in the birth date from a protocol or federation source."
    }
  ],
  "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": "София Диана КАСИНС / Александр БРЕГЕЙ",
    "event": "Ростелеком Гран При России - Невский лед, Санкт-Петербург, СК \"Юбилейный\", 2024-11-20",
    "category": "Парное катание, КМС",
    "discipline": "pairs",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": "Санкт-Петербург, СК ФК Тамары Москвиной",
    "place": 1,
    "total": "183.58",
    "segments": {
      "FS": "118.87",
      "SP": "64.71"
    },
    "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": []
    },
    {
      "current_card": {
        "card": 8924754,
        "name": "Александр БРЕГЕЙ",
        "latin": "Aleksandr BREGEY",
        "gender": "men",
        "birth_date": "2007-02-19",
        "results_total": 49,
        "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": "Sofiya Kasins"
          },
          {
            "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": "Sofiya Diana KASINS"
          },
          {
            "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": "Sofiya Diana KASINS"
          },
          {
            "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": "Sofiya Kasins"
          },
          {
            "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": "Sofiya Diana KASINS"
          },
          {
            "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": "Sofiya Diana KASINS"
          }
        ],
        "spellings": [
          "Aleksandr BEREGEY",
          "Aleksandr BREGEY",
          "Aleksandr Olegovich BREGEY",
          "Александр БЕРЕГЕЙ",
          "Александр БРEГЕЙ",
          "Александр БРЕГЕЙ"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Санкт-Петербург, СК ФК Тамары Москвиной",
          "АНО \"СКФК 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"
        ]
      },
      "alternatives": [
        {
          "card": 9641879,
          "name": "лександр БРЕГЕЙ",
          "latin": "Leksandr Bregei",
          "gender": "men",
          "birth_date": "2007-02-19",
          "results_total": 1,
          "last_starts": [
            {
              "date": "2021-03-15",
              "event": "Samarochka",
              "level": "national_other",
              "category": "KMC юниоры",
              "discipline": "singles",
              "age_group": "junior",
              "step": "rus_kms",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "141.27",
              "partner": null
            }
          ],
          "spellings": [
            "лександр БРЕГЕЙ"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        }
      ]
    }
  ]
}

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": 0.013246,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.013246,
    "upstream_inference_prompt_cost": 0.008606,
    "upstream_inference_completions_cost": 0.00464
  },
  "total_tokens": 4767,
  "prompt_tokens": 4303,
  "completion_tokens": 464,
  "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
  }
}