LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:40
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Елизавета ЧУЕВА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
5.92
prompt_tokens
2348
completion_tokens
438
cost_usd
0.004538
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
93275591-d8a1-4a36-a548-b98e6d05287c

Answer

{
  "why": "The current card 9570590 is the correct match. It has: (1) exact name match 'Елизавета ЧУЕВА'; (2) consistent club 'СШОР № 1' matching the row's 'СШОР № 1'; (3) matching category '1-Й СПОРТИВНЫЙ, ДЕВОЧКИ' and discipline 'singles'; (4) matching age group 'novice' and step 'rus_1sport'; (5) chronologically consistent results showing progression from 2013-2016, with the row dated 2014-04-24 fitting naturally between the 2014-03-26 and 2014-05-14 results; (6) score level of 92.33 is consistent with her other 2014 scores (83.79, 94.15, 86.08); (7) birth year 2002 printed on the card is consistent with a novice category girl in 2014. Alternative card 9567793 has no results and no club information. Alternative card 9658765 is from a different region (Удмуртская Республика vs Москва), has a patronymic 'Викторовна' (different person), and has a suspicious future date (2026) with beginner level, making it clearly a different person.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9658765,
      "issue": "Future event date 2026-04-13 is impossible; likely data entry error or test data",
      "suggestion": "Verify and correct the event date for this card"
    }
  ],
  "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": "Елизавета ЧУЕВА",
    "event": "Соревнования по фигурному катанию на коньках на приз ЗМС М.Е. Черкасовой, Москва, 2014-04-24",
    "category": "RESULTS 1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_1sport",
    "flag": "RUS",
    "club_or_region_printed": "СШОР № 1",
    "place": 8,
    "total": "92.33",
    "segments": {
      "SP": "36.26",
      "FS": "56.07"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9570590,
        "name": "Елизавета ЧУЕВА",
        "latin": "Elizaveta Chueva",
        "gender": "women",
        "birth_date": null,
        "results_total": 8,
        "last_starts": [
          {
            "date": "2016-04-26",
            "event": "Cherkasova Cup",
            "level": "national_other",
            "category": "1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "СШОР №1, Москва",
            "flag": "RUS",
            "place": 13,
            "total": "78.02",
            "partner": null
          },
          {
            "date": "2014-05-14",
            "event": "Tolmacheva-Granatkina Memorial",
            "level": "national_other",
            "category": "1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "Москва, СДЮШОР №1",
            "flag": "RUS",
            "place": 18,
            "total": "86.08",
            "partner": null
          },
          {
            "date": "2014-03-26",
            "event": "First Thaw Trophy",
            "level": "national_other",
            "category": "RESULTS 1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "СШОР № 1",
            "flag": "RUS",
            "place": 12,
            "total": "83.79",
            "partner": null
          },
          {
            "date": "2014-02-26",
            "event": "Silver Sharks Trophy",
            "level": "national_other",
            "category": "1-Й СПОРТИВНЫЙ, ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "СШОР № 1",
            "flag": "RUS",
            "place": 11,
            "total": "94.15",
            "partner": null
          },
          {
            "date": "2013-12-04",
            "event": "Rodnina Trophy",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ ДЕВУШКИ RESULT DETAILS",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": 19,
            "total": "86.52",
            "partner": null
          },
          {
            "date": "2013-01-18",
            "event": "Tchaikovskaya Trophy",
            "level": "national_other",
            "category": "2 СПОРТИВНЫЙ ДЕВОЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": null,
            "flag": "RUS",
            "place": 16,
            "total": "78.49",
            "partner": null
          }
        ],
        "spellings": [
          "Yelizaveta CHUEVA",
          "Yelizaveta CHUEVA SD1",
          "Елизавета ЧУЕВА",
          "Елизавета ЧУЕВА СД1"
        ],
        "birth_years_printed": {
          "2002": 4
        },
        "clubs_printed": [
          "СШОР №1, Москва",
          "Москва, СДЮШОР №1",
          "СШОР № 1"
        ]
      },
      "alternatives": [
        {
          "card": 9567793,
          "name": "Чуева Елизавета",
          "latin": "Elizaveta Chueva",
          "gender": "women",
          "birth_date": null,
          "results_total": 0,
          "last_starts": [],
          "spellings": [
            "Elizaveta Chueva",
            "Чуева Елизавета"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9658765,
          "name": "Елизавета ЧУЕВА",
          "latin": "Yelizaveta CHUEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2026-04-13",
              "event": "Udmurtia Federation Trophy Festival",
              "level": "national_other",
              "category": "Нoвичoк - дeвoчки 2018-2019",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": "Удмуртская Республика, СШ \"Гвоздика\"",
              "flag": "RUS",
              "place": 3,
              "total": "7.74",
              "partner": null
            }
          ],
          "spellings": [
            "Yelizaveta CHUEVA",
            "Yelizaveta Viktorovna CHUEVA",
            "Елизавета Викторовна ЧУЕВА",
            "Елизавета ЧУЕВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "Удмуртская Республика, СШ \"Гвоздика\""
          ]
        }
      ]
    }
  ]
}

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 9570590 is the correct match. It has: (1) exact name match 'Елизавета ЧУЕВА'; (2) consistent club 'СШОР № 1' matching the row's 'СШОР № 1'; (3) matching category '1-Й СПОРТИВНЫЙ, ДЕВОЧКИ' and discipline 'singles'; (4) matching age group 'novice' and step 'rus_1sport'; (5) chronologically consistent results showing progression from 2013-2016, with the row dated 2014-04-24 fitting naturally between the 2014-03-26 and 2014-05-14 results; (6) score level of 92.33 is consistent with her other 2014 scores (83.79, 94.15, 86.08); (7) birth year 2002 printed on the card is consistent with a novice category girl in 2014. Alternative card 9567793 has no results and no club information. Alternative card 9658765 is from a different region (Удмуртская Республика vs Москва), has a patronymic 'Викторовна' (different person), and has a suspicious future date (2026) with beginner level, making it clearly a different person.",
  "slot": null,
  "same_person": [],
  "followups": [
    {
      "card": 9658765,
      "issue": "Future event date 2026-04-13 is impossible; likely data entry error or test data",
      "suggestion": "Verify and correct the event date for this card"
    }
  ]
}
```

Usage

{
  "cost": 0.004538,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.004538,
    "upstream_inference_prompt_cost": 0.002348,
    "upstream_inference_completions_cost": 0.00219
  },
  "total_tokens": 2786,
  "prompt_tokens": 2348,
  "completion_tokens": 438,
  "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
  }
}