LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:41:42
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Эвелина АЛЬМЕЕВА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
6.03
prompt_tokens
3544
completion_tokens
404
cost_usd
0.005564
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
e488fd08-61b5-432a-aa5d-465f9fb6de60

Answer

{
  "why": "The current card 9505222 for Эвелина АЛЬМЕЕВА is the correct match. The row shows a KMC-level junior singles skater competing in Казань (Kazan) on 2025-11-22 with a score of 127.39. The current card has extensive recent results in the exact same category (KMC - ДЕВУШКИ, junior, singles, rus_kms step) with consistent performance levels (103.01 to 151.61 range). The most recent result on the card is from 2026-01-28 at Ak Bure Cup with 151.61, and prior to that 2025-12-16 at Tatarstan Championships with 128.62, which is very close to the row's 127.39 score. The row date of 2025-11-22 fits chronologically between the 2025-09-29 result (103.01) and 2025-12-16 result (128.62), showing logical score progression. The alternative cards are clearly different people: card 9530822 (МАЛЬЦЕВА) has only 2 results and different name; card 8905227 (ВАЛИЕВА) is a dance skater with a partner, not a singles skater. The name match is exact, the discipline matches, the category matches, the level matches, and the geographic region (Tatarstan/Kazan clubs) is consistent.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [],
  "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": "Эвелина АЛЬМЕЕВА",
    "event": "РКС «Снежность», Казань, 2025-11-22",
    "category": "KMC - ДЕВУШКИ",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 3,
    "total": "127.39",
    "segments": {
      "FS": "82.27",
      "SP": "45.12"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9505222,
        "name": "Эвелина АЛЬМЕЕВА",
        "latin": "Evelina Almeeva",
        "gender": "women",
        "birth_date": null,
        "results_total": 13,
        "last_starts": [
          {
            "date": "2026-01-28",
            "event": "Ak Bure Cup",
            "level": "national_other",
            "category": "KMC - ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "151.61",
            "partner": null
          },
          {
            "date": "2025-12-16",
            "event": "Tatarstan Championships",
            "level": "national_other",
            "category": "KMC - девушки",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 18,
            "total": "128.62",
            "partner": null
          },
          {
            "date": "2025-09-29",
            "event": "Syuyumbike Cup",
            "level": "national_other",
            "category": "KMC - ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 20,
            "total": "103.01",
            "partner": null
          },
          {
            "date": "2025-04-23",
            "event": "Tatarstan Cup Final",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД - ДЕВОЧКИ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 16,
            "total": "143.16",
            "partner": null
          },
          {
            "date": "2025-04-08",
            "event": "Tatarstan Cup Stage 2",
            "level": "national_other",
            "category": "1 СП РАЗРЯД - ДЕВОЧКИ ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 11,
            "total": "135.03",
            "partner": null
          },
          {
            "date": "2025-03-01",
            "event": "Medvedevsky District Championships",
            "level": "national_other",
            "category": "I СПОРТИВНЫЙ РАЗРЯД ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_3sport",
            "club": "Республика Татарстан, Казань, РСШОР",
            "flag": "RUS",
            "place": 1,
            "total": "134.77",
            "partner": null
          }
        ],
        "spellings": [
          "Evelina Almeeva",
          "Эвелина АЛЬМЕЕВА",
          "Эвелина Тимуровна АЛЬМЕЕВА"
        ],
        "birth_years_printed": {
          "2012": 2
        },
        "clubs_printed": [
          "Республика Татарстан, Казань, РСШОР",
          "Казань, РСШОР",
          "Казань, СШОР ФСО \"Авиатор\"",
          "Казань, СШ \"Стрела\""
        ]
      },
      "alternatives": [
        {
          "card": 9530822,
          "name": "Эвелина МАЛЬЦЕВА",
          "latin": "Evelina Maltseva",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2026-03-28",
              "event": "Regional Championships",
              "level": "national_other",
              "category": "1-й спортивный разряд, девушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 17,
              "total": "86.84",
              "partner": null
            },
            {
              "date": "2024-10-16",
              "event": "Yakovleva Memorial",
              "level": "national_other",
              "category": "1 спoртивный рaзряд - Дeвoчки (9-12 лет)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "96.04",
              "partner": null
            }
          ],
          "spellings": [
            "Evelina Maltseva",
            "Эвелина Александровна МАЛЬЦЕВА",
            "Эвелина МАЛЬЦЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 8905227,
          "name": "Эвелина ВАЛИЕВА",
          "latin": "Evelina VALIEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 13,
          "last_starts": [
            {
              "date": "2026-08-24",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Танцы на льду, КМС, Юниорки, Юниоры",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО МАФКК, школа Мечта, отд. Мечта",
              "flag": "RUS",
              "place": 10,
              "total": "141.41",
              "partner": "Daniil LAVRINENKO"
            },
            {
              "date": "2025-11-19",
              "event": "Russian Grand Prix – Heart of Siberia",
              "level": "national_series",
              "category": "Танцы на льду, КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "Москва, МАФКК - школа \"Мечта\"",
              "flag": "RUS",
              "place": 11,
              "total": "125.24",
              "partner": "Aleksandr OSTROVSKIY"
            },
            {
              "date": "2025-09-01",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Танцы на льду, KMC",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": null,
              "total": "130.98",
              "partner": "Aleksandr OSTROVSKIY"
            },
            {
              "date": "2025-04-14",
              "event": "Saint Petersburg Federation Trophy",
              "level": "national_other",
              "category": "(untitled)",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 4,
              "total": "137.72",
              "partner": "Aleksandr OSTROVSKIY"
            },
            {
              "date": "2024-12-03",
              "event": "Moscow Cup",
              "level": "national_other",
              "category": "Танцы на льду – 1 спортивный разряд Юноши (11-19 лет), Девушки (11-17 лет) ФИО O1 O2 ПТ",
              "discipline": "dance",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 7,
              "total": "111.16",
              "partner": "Aleksandr OSTROVSKIY"
            },
            {
              "date": "2024-10-16",
              "event": "Krylova Trophy",
              "level": "national_other",
              "category": "Танцы на льду 1 спортивный разряд (девушки 11-17 лет и юноши 11-19 лет) ФИО O1 O2 ПТ",
              "discipline": "dance",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": "ГБУ ДО Московская академия фигурного катания на",
              "flag": "RUS",
              "place": 7,
              "total": "106.08",
              "partner": "Aleksandr OSTROVSKIY"
            }
          ],
          "spellings": [
            "Evelina Arturovna VALIEVA",
            "Evelina VALIEVA",
            "Эвелина Артуровна ВАЛИЕВА",
            "Эвелина ВАЛИЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ГБУ ДО МАФКК, школа Мечта, отд. Мечта",
            "Москва, МАФКК - школа \"Мечта\"",
            "ГБУ ДО Московская академия фигурного катания на",
            "Московская область, СШОР им. Ю.Е. Ляпкина",
            "Московская область, МАУ ДО СОР им. Ляпкина"
          ]
        }
      ]
    }
  ]
}

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": "The current card 9505222 for Эвелина АЛЬМЕЕВА is the correct match. The row shows a KMC-level junior singles skater competing in Казань (Kazan) on 2025-11-22 with a score of 127.39. The current card has extensive recent results in the exact same category (KMC - ДЕВУШКИ, junior, singles, rus_kms step) with consistent performance levels (103.01 to 151.61 range). The most recent result on the card is from 2026-01-28 at Ak Bure Cup with 151.61, and prior to that 2025-12-16 at Tatarstan Championships with 128.62, which is very close to the row's 127.39 score. The row date of 2025-11-22 fits chronologically between the 2025-09-29 result (103.01) and 2025-12-16 result (128.62), showing logical score progression. The alternative cards are clearly different people: card 9530822 (МАЛЬЦЕВА) has only 2 results and different name; card 8905227 (ВАЛИЕВА) is a dance skater with a partner, not a singles skater. The name match is exact, the discipline matches, the category matches, the level matches, and the geographic region (Tatarstan/Kazan clubs) is consistent.",
  "slot": null,
  "card": null,
  "same_person": [],
  "followups": []
}
```

Usage

{
  "cost": 0.005564,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.005564,
    "upstream_inference_prompt_cost": 0.003544,
    "upstream_inference_completions_cost": 0.00202
  },
  "total_tokens": 3948,
  "prompt_tokens": 3544,
  "completion_tokens": 404,
  "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
  }
}