LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:53:31
pipeline
isu_pipeline
run
pilot_20260930_2251
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
4.89
prompt_tokens
3548
completion_tokens
399
cost_usd
0.011086
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
cfe37071-c659-42ba-b46b-170decd9c7d9

Answer

{
  "why": "Both current cards fit the row. The printed names match exactly: София Диана КАСИНС and Александр БРЕГЕЙ are both listed in the spellings, and neither card has an alternative. The two skaters are a stable pair partnership in the same discipline and step (pairs, rus_kms, junior) across many later events, and their scores are consistent (162.64 in Nov 2023, then 171-186 later). The row's club is null, so there is no conflict there. Bregey was born in 2007, so he was 16 in 2023, which fits junior KMS. Nothing in the dossier contradicts these links.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8902311,
      "issue": "Birth date is missing on Kasins' card.",
      "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 - Волжский пируэт, Самара, СКК им. В.С. Высоцкого, 2023-11-15",
    "category": "Парное катание, КМС",
    "discipline": "pairs",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 4,
    "total": "162.64",
    "segments": {
      "FS": "109.83",
      "SP": "52.81"
    }
  },
  "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"
        ]
      },
      "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"
        ]
      },
      "alternatives": []
    }
  ]
}

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": 0.011086,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.011086,
    "upstream_inference_prompt_cost": 0.007096,
    "upstream_inference_completions_cost": 0.00399
  },
  "total_tokens": 3947,
  "prompt_tokens": 3548,
  "completion_tokens": 399,
  "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
  }
}