LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:13
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Илья СКИРДА
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
4.17
prompt_tokens
2073
completion_tokens
310
cost_usd
0.003623
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
f524dcc8-a911-4f69-a6e2-36542cca81cd

Answer

{
  "why": "The current card 8853687 for Ilia SKIRDA (born 2002-09-21) is the correct match. The row is from 2016-01-23 when the skater would be 13 years old, fitting the 'ЮНОШИ, СТАРШИЙ ВОЗРАСТ' (older boys) novice category. The card shows consistent progression: starting at novice level in 2016 with a score of 201.48, then advancing to junior (KMS) level by 2018-2019 with scores around 135-166. The club 'Самбо-70 отд. Хрустальный' appears in the card's clubs_printed list. The alternative card 9708298 is from 2013 (3 years earlier) at a much lower level (2 СПОРТИВНЫЙ МАЛЬЧИКИ with score 113.52), suggesting a different, younger skater. The name spelling 'Илья СКИРДА' matches exactly in both the row and current card's spellings list.",
  "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": "Илья СКИРДА",
    "event": "Первенство г. Москвы среди юношей и девушек, старший возраст, Москва, 2016-01-23",
    "category": "ЮНОШИ, СТАРШИЙ ВОЗРАСТ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_older",
    "flag": "RUS",
    "club_or_region_printed": "Москва, Самбо-70 отд. Хрустальный",
    "place": 1,
    "total": "201.48",
    "segments": {
      "SP": "67.48",
      "FS": "134.00"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8853687,
        "name": "Ilia SKIRDA",
        "latin": "Ilia SKIRDA",
        "gender": "men",
        "birth_date": "2002-09-21",
        "results_total": 58,
        "last_starts": [
          {
            "date": "2019-01-18",
            "event": "Kudryavtsev Trophy",
            "level": "national_other",
            "category": "KMC, ЮНOШИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "СШОР Москвич, Москва",
            "flag": "RUS",
            "place": 14,
            "total": "153.69",
            "partner": null
          },
          {
            "date": "2019-01-12",
            "event": "Moscow Cup",
            "level": "national_other",
            "category": "МУЖЧИНЫ МС",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "СШОР \"Москвич\"",
            "flag": "RUS",
            "place": 5,
            "total": "155.47",
            "partner": null
          },
          {
            "date": "2018-12-15",
            "event": "Zhiguli",
            "level": "national_other",
            "category": "КМС ЮНОШИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 5,
            "total": "135.47",
            "partner": null
          },
          {
            "date": "2018-11-18",
            "event": "Mishin Cup",
            "level": "national_other",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 7,
            "total": "162.42",
            "partner": null
          },
          {
            "date": "2018-11-06",
            "event": "Russian Cup Stage 4",
            "level": "national_series",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 13,
            "total": "166.65",
            "partner": null
          },
          {
            "date": "2018-10-02",
            "event": "Russian Cup Stage 2",
            "level": "national_series",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "199.40",
            "partner": null
          }
        ],
        "spellings": [
          "Ilia SKIRDA",
          "Илья СКИРДА"
        ],
        "birth_years_printed": {
          "2002": 7
        },
        "clubs_printed": [
          "СШОР Москвич, Москва",
          "СШОР \"Москвич\"",
          "СШОР Москвич",
          "Самбо-70 отд. Хрустальный, Москва",
          "Москва, отд Хрустальный Самбо-70"
        ]
      },
      "alternatives": [
        {
          "card": 9708298,
          "name": "Илья СКИРДА",
          "latin": "Ilya SKIRDA",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2013-01-18",
              "event": "Tchaikovskaya Trophy",
              "level": "national_other",
              "category": "2 СПОРТИВНЫЙ МАЛЬЧИКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "113.52",
              "partner": null
            }
          ],
          "spellings": [
            "Ilya SKIRDA",
            "Ilya SKIRDA SOK",
            "Илья СКИРДА",
            "Илья СКИРДА СОК"
          ],
          "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 8853687 for Ilia SKIRDA (born 2002-09-21) is the correct match. The row is from 2016-01-23 when the skater would be 13 years old, fitting the 'ЮНОШИ, СТАРШИЙ ВОЗРАСТ' (older boys) novice category. The card shows consistent progression: starting at novice level in 2016 with a score of 201.48, then advancing to junior (KMS) level by 2018-2019 with scores around 135-166. The club 'Самбо-70 отд. Хрустальный' appears in the card's clubs_printed list. The alternative card 9708298 is from 2013 (3 years earlier) at a much lower level (2 СПОРТИВНЫЙ МАЛЬЧИКИ with score 113.52), suggesting a different, younger skater. The name spelling 'Илья СКИРДА' matches exactly in both the row and current card's spellings list.",
  "slot": null,
  "same_person": [],
  "followups": []
}
```

Usage

{
  "cost": 0.003623,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.003623,
    "upstream_inference_prompt_cost": 0.002073,
    "upstream_inference_completions_cost": 0.00155
  },
  "total_tokens": 2383,
  "prompt_tokens": 2073,
  "completion_tokens": 310,
  "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
  }
}