LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:24
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Тимофей СЕРГИЕНКО
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
4.56
prompt_tokens
2065
completion_tokens
323
cost_usd
0.00368
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
649b9c74-cb3f-43c5-b3dd-39bc3abfbeab

Answer

{
  "why": "The current card (8928595) shows Timofey SERGIENKO born 2006-08-15, competing at senior/junior levels in Saint Petersburg from 2022-2024. The row is from 2017-12-14 and shows a novice-level competitor in Belgorod (МБУДО ДЮСШ по ЗВС). If the current card's athlete was born in August 2006, he would have been approximately 11 years old in December 2017, which fits the novice category age-wise. However, the geographic location is completely different (Belgorod vs Saint Petersburg), and there is no record of this athlete competing in Belgorod in the current card's history. The club history shows only Saint Petersburg clubs from 2022 onwards. The score level (155.33 total) is consistent with a young novice skater, but the complete absence of any Belgorod club or early career records in the current card, combined with the geographic discontinuity, suggests this is a different person with the same name. This is a common situation with Russian namesakes, particularly among children.",
  "card": null,
  "slot": 0,
  "decision": "new",
  "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": "Тимофей СЕРГИЕНКО",
    "event": "Starting Total Total Total Total, , 2017-12-14",
    "category": "ВСЕРОССИЙСКИЕ СОРЕВНОВАНИЯ «ЖИГУЛИ» I СПОРТИВНЫЙ РАЗРЯД - МАЛЬЧИКИ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_3sport",
    "flag": "RUS",
    "club_or_region_printed": "Белгород, МБУДО ДЮСШ по ЗВС",
    "place": 1,
    "total": "155.33",
    "segments": {
      "SP": "50.72",
      "FS": "104.61"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8928595,
        "name": "Тимофей СЕРГИЕНКО",
        "latin": "Timofey SERGIENKO",
        "gender": "men",
        "birth_date": "2006-08-15",
        "results_total": 58,
        "last_starts": [
          {
            "date": "2024-04-23",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ - МС МУЖЧИНЫ (15 лет и старше)",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null
          },
          {
            "date": "2023-10-03",
            "event": "Panin-Kolomenkin Memorial",
            "level": "national_other",
            "category": "Одиночное катание MC Мужчины",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Санкт-Петербург, СПб ГБУ СШОР \"Звездный лед\"",
            "flag": "RUS",
            "place": 17,
            "total": "188.18",
            "partner": null
          },
          {
            "date": "2023-04-11",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ ЮНИОРЫ КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СПб ГБУ СШОР \"Звездный лед\"",
            "flag": "RUS",
            "place": 21,
            "total": "180.94",
            "partner": null
          },
          {
            "date": "2022-10-18",
            "event": "Saint Petersburg Federation Cup Stage 2",
            "level": "national_other",
            "category": "2 этап Кубка Федерации Санкт-Петербурга - Одинoчнoe кaтaниe Юниopы KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "СПб ГБУ СШОР \"Звездный лед\"",
            "flag": "RUS",
            "place": 12,
            "total": "200.32",
            "partner": null
          },
          {
            "date": "2022-10-05",
            "event": "Panin-Kolomenkin Memorial",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ КМС ЮНИОРЫ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СПб ГБУ СШОР \"Звездный",
            "flag": "RUS",
            "place": null,
            "total": "50.35",
            "partner": null
          },
          {
            "date": "2022-09-20",
            "event": "Saint Petersburg Federation Cup Stage 1",
            "level": "national_other",
            "category": "1 этап Кубка Федерации Санкт-Петербурга - KMC Юниоры",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "СПб ГБУ СШОР «Звездный лед»",
            "flag": "RUS",
            "place": 18,
            "total": "186.29",
            "partner": null
          }
        ],
        "spellings": [
          "Timofej SERGIENKO",
          "Timofey SERGIENKO",
          "Тимофей СЕРГИЕНКО"
        ],
        "birth_years_printed": {
          "2006": 2
        },
        "clubs_printed": [
          "Санкт-Петербург, СПб ГБУ СШОР \"Звездный лед\"",
          "СПб ГБУ СШОР \"Звездный лед\"",
          "Санкт-Петербург, СПб ГБУ СШОР \"Звездный",
          "СПб ГБУ СШОР «Звездный лед»",
          "Санкт-Петербург, СПб ГБУ СШОР"
        ]
      },
      "alternatives": []
    }
  ]
}

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": "new",
  "slot": 0,
  "card": null,
  "confidence": "high",
  "why": "The current card (8928595) shows Timofey SERGIENKO born 2006-08-15, competing at senior/junior levels in Saint Petersburg from 2022-2024. The row is from 2017-12-14 and shows a novice-level competitor in Belgorod (МБУДО ДЮСШ по ЗВС). If the current card's athlete was born in August 2006, he would have been approximately 11 years old in December 2017, which fits the novice category age-wise. However, the geographic location is completely different (Belgorod vs Saint Petersburg), and there is no record of this athlete competing in Belgorod in the current card's history. The club history shows only Saint Petersburg clubs from 2022 onwards. The score level (155.33 total) is consistent with a young novice skater, but the complete absence of any Belgorod club or early career records in the current card, combined with the geographic discontinuity, suggests this is a different person with the same name. This is a common situation with Russian namesakes, particularly among children.",
  "slot": 0,
  "same_person": [],
  "followups": []
}
```

Usage

{
  "cost": 0.00368,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.00368,
    "upstream_inference_prompt_cost": 0.002065,
    "upstream_inference_completions_cost": 0.001615
  },
  "total_tokens": 2388,
  "prompt_tokens": 2065,
  "completion_tokens": 323,
  "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
  }
}