- time
- 2026-09-30 23:41:01
- pipeline
- isu_pipeline
- run
- pilot_20260930_2338
- step
- people_llm
- object
- София КАСИНС
- model_requested
- anthropic/claude-haiku-4.5
- model_returned
- anthropic/claude-haiku-4.5
- provider
- Amazon Bedrock
- latency_s
- 7.81
- prompt_tokens
- 3540
- completion_tokens
- 659
- cost_usd
- 0.006835
- finish_reason
- stop
- json_error
- False
- review_verdict
- review_note
- call_id
- 682ad7ff-bde5-4013-b385-bcf3640e3a2b
Answer
{
"why": "The row shows Sofia KASINS competing in singles (novice level) at a St. Petersburg championship in February 2021 with a score of 38.45. The current card 8902311 (Sofia Diana KASINS) has all recent results in pairs discipline with partner Aleksandr BREGEY starting from 2025 onwards, with no singles results in the database. Card 9567058 also shows only pairs results with the same partner. Card 8909929 (KASHINA) is a different surname and competes in Moscow. Card 9551242 (KOSTINA) is a different surname and competes in Novy Urengoy (YANAO region), not St. Petersburg. The 2021 event predates all results on the current card by 4 years. While the name matches card 8902311's spelling variations, the discipline mismatch (singles vs pairs), the temporal gap, and the lack of any singles results on that card suggest this could be a different person or an earlier phase of the same person's career not yet captured. Given the name match and St. Petersburg location continuity with card 8902311, but the significant discipline and temporal discrepancy, this appears to be a new person who should have their own card.",
"card": null,
"slot": null,
"decision": "new",
"followups": [
{
"card": 8902311,
"issue": "No singles results found for Sofia Diana KASINS despite the 2021 row showing her competing in singles. This could indicate missing historical data or a different person.",
"suggestion": "Verify whether card 8902311 should include singles results from 2021 or earlier, or if the 2021 singles competitor is indeed a different person."
},
{
"card": 9567058,
"issue": "Appears to be a duplicate or incomplete record of card 8902311 with only 2 results vs 32 on the main card.",
"suggestion": "Review for potential merge with card 8902311."
}
],
"confidence": "medium",
"same_person": [
{
"why": "Both cards show Sofia KASINS/Sofia Diana KASINS competing in pairs with the same partner Aleksandr BREGEY at the same clubs (СКФК Тамары Москвиной in St. Petersburg). The spelling variations and patronymic differences are normal in Russian protocols. Card 9567058 has only 2 results while 8902311 has 32, suggesting 9567058 may be a duplicate or incomplete record of the same person.",
"cards": [
8902311,
9567058
],
"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'. 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 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": "...", "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": "new",
"slot": null,
"card": null,
"confidence": "medium",
"why": "The row shows Sofia KASINS competing in singles (novice level) at a St. Petersburg championship in February 2021 with a score of 38.45. The current card 8902311 (Sofia Diana KASINS) has all recent results in pairs discipline with partner Aleksandr BREGEY starting from 2025 onwards, with no singles results in the database. Card 9567058 also shows only pairs results with the same partner. Card 8909929 (KASHINA) is a different surname and competes in Moscow. Card 9551242 (KOSTINA) is a different surname and competes in Novy Urengoy (YANAO region), not St. Petersburg. The 2021 event predates all results on the current card by 4 years. While the name matches card 8902311's spelling variations, the discipline mismatch (singles vs pairs), the temporal gap, and the lack of any singles results on that card suggest this could be a different person or an earlier phase of the same person's career not yet captured. Given the name match and St. Petersburg location continuity with card 8902311, but the significant discipline and temporal discrepancy, this appears to be a new person who should have their own card.",
"slot": null,
"same_person": [
{
"cards": [8902311, 9567058],
"confidence": "high",
"why": "Both cards show Sofia KASINS/Sofia Diana KASINS competing in pairs with the same partner Aleksandr BREGEY at the same clubs (СКФК Тамары Москвиной in St. Petersburg). The spelling variations and patronymic differences are normal in Russian protocols. Card 9567058 has only 2 results while 8902311 has 32, suggesting 9567058 may be a duplicate or incomplete record of the same person."
}
],
"followups": [
{
"card": 8902311,
"issue": "No singles results found for Sofia Diana KASINS despite the 2021 row showing her competing in singles. This could indicate missing historical data or a different person.",
"suggestion": "Verify whether card 8902311 should include singles results from 2021 or earlier, or if the 2021 singles competitor is indeed a different person."
},
{
"card": 9567058,
"issue": "Appears to be a duplicate or incomplete record of card 8902311 with only 2 results vs 32 on the main card.",
"suggestion": "Review for potential merge with card 8902311."
}
]
}
```Usage
{
"cost": 0.006835,
"is_byok": false,
"cost_details": {
"upstream_inference_cost": 0.006835,
"upstream_inference_prompt_cost": 0.00354,
"upstream_inference_completions_cost": 0.003295
},
"total_tokens": 4199,
"prompt_tokens": 3540,
"completion_tokens": 659,
"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
}
}