LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:42:10
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Ксения СКВОРЦОВА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
4.36
prompt_tokens
2341
completion_tokens
272
cost_usd
0.003701
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
024552cd-acf0-4c71-8782-0f8199727246

Answer

{
  "why": "The current card 9578019 is the correct match. Birth date 2011-11-16 places the skater at approximately 10 years old in January 2022, which aligns perfectly with the 'ДЕВОЧКИ, ДЕВУШКИ' (girls/young women) category and novice age group. The card shows extensive competition history starting from early years with consistent progression through Russian competitive levels (3 sport → 2 sport → 1 sport → KMS). The club 'ГБУ СШОР №2' appears in the card's clubs_printed list. The score of 33.91 in FS is consistent with a novice-level 3 sport skater. The alternative card 9717506 has no birth date, only 1 result total, and competes at 1 youth level (a different category), making it clearly a different person despite the name match.",
  "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": "Ксения СКВОРЦОВА",
    "event": "Турнир по фигурному катанию на коньках «Зима – 2022», Москва, 2022-01-20",
    "category": "ОДИНОЧНОЕ КАТАНИЕ 3 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_3sport",
    "flag": "RUS",
    "club_or_region_printed": "ГБУ СШОР №2",
    "place": 10,
    "total": "33.91",
    "segments": {
      "FS": "33.91"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9578019,
        "name": "Ксения СКВОРЦОВА",
        "latin": "Kseniya Skvortsova",
        "gender": "women",
        "birth_date": "2011-11-16",
        "results_total": 33,
        "last_starts": [
          {
            "date": "2026-05-23",
            "event": "Lazutkin Trophy",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 14,
            "total": "76.00",
            "partner": null
          },
          {
            "date": "2025-05-21",
            "event": "Spring Cup",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 1 СПOРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (8-12 ЛЕТ) , ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 14,
            "total": "95.04",
            "partner": null
          },
          {
            "date": "2025-04-29",
            "event": "Easter Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ -1 СПОРТИВНЫЙ РАЗРЯД ДЕВОЧКИ (8-12 ЛЕТ) ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 23,
            "total": "87.28",
            "partner": null
          },
          {
            "date": "2025-02-21",
            "event": "Slutskaya Trophy",
            "level": "national_other",
            "category": "Oдиночное кaтание, KMC Юниopки 13-19 лет",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 25,
            "total": "71.70",
            "partner": null
          },
          {
            "date": "2024-12-23",
            "event": "Sports Planet",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ 2 СПОРТИВНЫЙ РAЗРЯД ДЕВОЧКИ (8-12 ЛЕТ), ДЕВУШКИ (11-17 ЛЕТ) ФИО KП ПП",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 49,
            "total": "74.15",
            "partner": null
          },
          {
            "date": "2024-12-16",
            "event": "Blue Bird Trophy",
            "level": "national_other",
            "category": "2 Спортивный разряд, Девочки, Девушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          }
        ],
        "spellings": [
          "Ксения Павловна СКВОРЦОВА",
          "Ксения СКВОРЦОВА"
        ],
        "birth_years_printed": {
          "2011": 23
        },
        "clubs_printed": [
          "ГБУ ДО Московская академия фигурного катания на",
          "ГБУ ДО Московская академия фигурного катания",
          "ГБУ СШОР №2",
          "ГБУ СШОР № 2",
          "СШОР №2"
        ]
      },
      "alternatives": [
        {
          "card": 9717506,
          "name": "Ксения СКВОРЦОВА",
          "latin": "Kseniya SKVORTSOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2026-02-28",
              "event": "Virazh Cup",
              "level": "national_other",
              "category": "1 ЮНОШЕСКИЙ РАЗРЯД - ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1youth",
              "club": null,
              "flag": "RUS",
              "place": 6,
              "total": "32.34",
              "partner": null
            }
          ],
          "spellings": [
            "Ксения СКВОРЦОВА"
          ],
          "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": "The current card 9578019 is the correct match. Birth date 2011-11-16 places the skater at approximately 10 years old in January 2022, which aligns perfectly with the 'ДЕВОЧКИ, ДЕВУШКИ' (girls/young women) category and novice age group. The card shows extensive competition history starting from early years with consistent progression through Russian competitive levels (3 sport → 2 sport → 1 sport → KMS). The club 'ГБУ СШОР №2' appears in the card's clubs_printed list. The score of 33.91 in FS is consistent with a novice-level 3 sport skater. The alternative card 9717506 has no birth date, only 1 result total, and competes at 1 youth level (a different category), making it clearly a different person despite the name match.",
  "slot": null,
  "same_person": [],
  "followups": []
}
```

Usage

{
  "cost": 0.003701,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.003701,
    "upstream_inference_prompt_cost": 0.002341,
    "upstream_inference_completions_cost": 0.00136
  },
  "total_tokens": 2613,
  "prompt_tokens": 2341,
  "completion_tokens": 272,
  "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
  }
}