LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:43:36
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
София Диана КАСИНС / Александр БРЕГЕЙ
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
4.95
prompt_tokens
3737
completion_tokens
377
cost_usd
0.005622
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
4a0d99a4-5fdb-4972-82ed-c30ca3620b45

Answer

{
  "why": "Both current cards are correctly linked. Sofia Diana KASINS (8902311) and Aleksandr BREGEY (8924754) are a pairs team with consistent partnership history. The row from 2024-11-20 fits their career trajectory: they compete in pairs at KMS junior level, represent the same club (СК ФК Тамары Москвиной), and their score of 183.58 is consistent with their recent results (181.70 on 2025-11-24, 186.06 on 2026-03-04). The alternative card 9641879 is clearly a different person - it shows only singles results from 2021 and has no pairs history, making it irrelevant.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9641879,
      "issue": "Card 9641879 (лександр БРЕГЕЙ) appears to be a data entry error or duplicate. It has the same birth date (2007-02-19) as card 8924754 but shows only one singles result from 2021, while the main card shows extensive pairs results. This card should be reviewed for potential deletion or merging.",
      "suggestion": "Investigate whether card 9641879 is a duplicate or erroneous entry; if it represents the same person, merge it with card 8924754 and correct the discipline/partner information."
    }
  ],
  "confidence": "high",
  "same_person": []
}

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'. If several cards in the dossier (current or alternatives) look like one and the same person split across cards, list each such group in `same_person` with the card ids and your confidence; nothing is merged here, a separate review reads these groups. Put anything else that should be corrected or checked later (a wrong birth date, 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": "...", "same_person": [{"cards": [<id>, <id>, ...], "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.

Raw model text

```json
{
  "decision": "keep",
  "slot": null,
  "card": null,
  "confidence": "high",
  "why": "Both current cards are correctly linked. Sofia Diana KASINS (8902311) and Aleksandr BREGEY (8924754) are a pairs team with consistent partnership history. The row from 2024-11-20 fits their career trajectory: they compete in pairs at KMS junior level, represent the same club (СК ФК Тамары Москвиной), and their score of 183.58 is consistent with their recent results (181.70 on 2025-11-24, 186.06 on 2026-03-04). The alternative card 9641879 is clearly a different person - it shows only singles results from 2021 and has no pairs history, making it irrelevant.",
  "same_person": [],
  "followups": [
    {
      "card": 9641879,
      "issue": "Card 9641879 (лександр БРЕГЕЙ) appears to be a data entry error or duplicate. It has the same birth date (2007-02-19) as card 8924754 but shows only one singles result from 2021, while the main card shows extensive pairs results. This card should be reviewed for potential deletion or merging.",
      "suggestion": "Investigate whether card 9641879 is a duplicate or erroneous entry; if it represents the same person, merge it with card 8924754 and correct the discipline/partner information."
    }
  ]
}
```

Usage

{
  "cost": 0.005622,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.005622,
    "upstream_inference_prompt_cost": 0.003737,
    "upstream_inference_completions_cost": 0.001885
  },
  "total_tokens": 4114,
  "prompt_tokens": 3737,
  "completion_tokens": 377,
  "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
  }
}