LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:35:03
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Аделина УСМАНОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.59
prompt_tokens
2647
completion_tokens
267
cost_usd
0.007964
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
febd06cc-e9a1-4fcd-a638-33290236aaf1

Answer

{
  "why": "The printed name \"Аделина УСМАНОВА\" matches the current card 8926622 exactly (surname and given name). The card is a Kazan/Tatarstan skater at the same level (rus_1sport, novice, singles), and this event is in Kazan. Her scores (136-170 total) are consistent with the 158.57 here, and the dates fit: Tatarstan Championships on 2025-12-16, then Ak Bure Cup on 2026-01-28, so there is no clash with 2026-01-24. The alternative, Аделина УЛЬЯНОВА, has a different surname. She is a Sochi skater at the 2 youth level with totals around 25, so she does not fit this row.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [],
  "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": "Аделина УСМАНОВА",
    "event": "РКС «Кубок Грации», Казань, 2026-01-24",
    "category": "1 СПОРТИВНЫЙ РАЗРЯД - ДЕВУШКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_1sport",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 1,
    "total": "158.57",
    "segments": {
      "FS": "103.86",
      "SP": "54.71"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8926622,
        "name": "Аделина УСМАНОВА",
        "latin": "Adelina USMANOVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 12,
        "last_starts": [
          {
            "date": "2026-02-28",
            "event": "Virazh Cup",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД - ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "136.58",
            "partner": null
          },
          {
            "date": "2026-01-28",
            "event": "Ak Bure Cup",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД - ДЕВОЧКИ, ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "169.93",
            "partner": null
          },
          {
            "date": "2025-12-16",
            "event": "Tatarstan Championships",
            "level": "national_other",
            "category": "1 спортивный разряд - девушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 8,
            "total": "156.19",
            "partner": null
          },
          {
            "date": "2025-12-03",
            "event": "Baldina Memorial",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ ДЕВОЧКИ,ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "Республика Татарстан, ГБУ ДО",
            "flag": "RUS",
            "place": 5,
            "total": "152.11",
            "partner": null
          },
          {
            "date": "2025-09-29",
            "event": "Syuyumbike Cup",
            "level": "national_other",
            "category": "1 СП РАЗРЯД - ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 6,
            "total": "165.09",
            "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": 14,
            "total": "147.06",
            "partner": null
          }
        ],
        "spellings": [
          "Adelina USMANOVA",
          "Аделина Руслановна УСМАНОВА",
          "Аделина УСМАНОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "Республика Татарстан, ГБУ ДО",
          "Казань, РСШОР",
          "Республика Татарстан, РСШОР по ФККиШТ"
        ]
      },
      "alternatives": [
        {
          "card": 9659257,
          "name": "Аделина УЛЬЯНОВА",
          "latin": "Adelina ULYANOVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2026-02-14",
              "event": "Olympic Ice",
              "level": "national_other",
              "category": "2 юнoшecкий paзpяд - дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": "г. Сочи, МБУ ДО СШ № 14",
              "flag": "RUS",
              "place": 5,
              "total": "25.56",
              "partner": null
            },
            {
              "date": "2025-12-18",
              "event": "Victory Anniversary Trophy",
              "level": "national_other",
              "category": "2 юнoшecкий paзpяд - дeвoчки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2youth",
              "club": null,
              "flag": "RUS",
              "place": 12,
              "total": "24.58",
              "partner": null
            }
          ],
          "spellings": [
            "Adelina ULYANOVA",
            "Adelina Vyacheslavovna ULYANOVA",
            "Аделина Вячеславовна УЛЬЯНОВА",
            "Аделина УЛЬЯНОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "г. Сочи, МБУ ДО СШ № 14"
          ]
        }
      ]
    }
  ]
}

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": 0.007964,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007964,
    "upstream_inference_prompt_cost": 0.005294,
    "upstream_inference_completions_cost": 0.00267
  },
  "total_tokens": 2914,
  "prompt_tokens": 2647,
  "completion_tokens": 267,
  "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
  }
}