LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:39:52
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Тинатин ТКЕШЕЛАШВИЛИ
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
4.95
prompt_tokens
1991
completion_tokens
359
cost_usd
0.003786
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
84e4bc73-4f7b-4d6a-9ce7-b5b11b059055

Answer

{
  "why": "The current card 9668249 matches the row very well. Name matches exactly (Тинатин ТКЕШЕЛАШВИЛИ). The event is from Veliky Novgorod on 2019-02-16, and the card shows consistent participation in Veliky Novgorod competitions with the same club (ГОАУ СШ Спорт-индустрия, В.Новгород / variations). The category is 'II разряд дeвушки 2007 г. и старше' (senior age group for girls born 2007+), which aligns with the card's last_starts showing progression through junior/novice categories in 2017-2018 and then senior category in 2018-02-17. The score of 48.73 (SP: 19.01) is consistent with the athlete's score progression (previous scores ranged from 25.73 to 52.23). The discipline is singles, matching all previous results. The chronological sequence is logical: last recorded result on card is 2018-12-15 (place 13, total 50.91), and this new result is 2019-02-16 (place 12, total 48.73), showing continued participation at similar level. No alternatives provided, and no conflicting evidence.",
  "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": "Тинатин ТКЕШЕЛАШВИЛИ",
    "event": "Первенство Новгородской области (мл/возраст), Великий Новгород, 2019-02-16",
    "category": "II разряд дeвушки 2007 г. и старше",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "RUS",
    "club_or_region_printed": "ГОАУ СШ Спорт-индустрия, В.Новгород",
    "place": 12,
    "total": "48.73",
    "segments": {
      "FS": null,
      "SP": "19.01"
    },
    "birth_years_printed": [],
    "category_years": [
      2007
    ]
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9668249,
        "name": "Тинатин ТКЕШЕЛАШВИЛИ",
        "latin": "Tinatin TKESHELASHVILI",
        "gender": "women",
        "birth_date": null,
        "results_total": 8,
        "last_starts": [
          {
            "date": "2018-12-15",
            "event": "Veliky Novgorod Regional Competition",
            "level": "national_other",
            "category": "II спорт. дeвушки 2007 г. и старше",
            "discipline": "singles",
            "age_group": "senior",
            "step": null,
            "club": "ГОАУ СШ Спорт-индустрия, В.Новгород",
            "flag": "RUS",
            "place": 13,
            "total": "50.91",
            "partner": null
          },
          {
            "date": "2018-05-19",
            "event": "Sadko",
            "level": "national_other",
            "category": "2 cпoртивный, дeвушки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_2sport",
            "club": "СШ «Спорт-индустрия», Великий Новгород",
            "flag": "RUS",
            "place": 7,
            "total": "52.23",
            "partner": null
          },
          {
            "date": "2018-03-17",
            "event": "Veliky Novgorod Championships",
            "level": "national_other",
            "category": "2 спoрт.дeвушки",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_2sport",
            "club": "СШ Спорт-Индустрия, г.Великий Новгород",
            "flag": "RUS",
            "place": 12,
            "total": "50.58",
            "partner": null
          },
          {
            "date": "2018-02-17",
            "event": "Novgorod Region Novice Championships",
            "level": "national_other",
            "category": "II сп. дeвушки 2006г. и старше",
            "discipline": "singles",
            "age_group": "senior",
            "step": null,
            "club": "СШ СПОРТ-ИНДУСТРИЯ, Великий Новгород",
            "flag": "RUS",
            "place": 11,
            "total": "51.16",
            "partner": null
          },
          {
            "date": "2017-10-07",
            "event": "Veliky Novgorod Open City Competition",
            "level": "national_other",
            "category": "1 юн. дeвочки",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "ГОАУ СШ Спорт- индустрия, г.Великий Новгород",
            "flag": "RUS",
            "place": 9,
            "total": "30.10",
            "partner": null
          },
          {
            "date": "2017-05-20",
            "event": "Sadko",
            "level": "national_other",
            "category": "1 юн. дeвочки 2006 и старше",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1youth",
            "club": "СШ \"Спорт-индустрия\", г. В.Новгород",
            "flag": "RUS",
            "place": 6,
            "total": "25.73",
            "partner": null
          }
        ],
        "spellings": [
          "Тинатин ТКЕШЕЛАШВИЛИ"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ГОАУ СШ Спорт-индустрия, В.Новгород",
          "СШ «Спорт-индустрия», Великий Новгород",
          "СШ Спорт-Индустрия, г.Великий Новгород",
          "СШ СПОРТ-ИНДУСТРИЯ, Великий Новгород",
          "ГОАУ СШ Спорт- индустрия, г.Великий Новгород"
        ]
      },
      "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": "keep",
  "slot": null,
  "card": null,
  "confidence": "high",
  "why": "The current card 9668249 matches the row very well. Name matches exactly (Тинатин ТКЕШЕЛАШВИЛИ). The event is from Veliky Novgorod on 2019-02-16, and the card shows consistent participation in Veliky Novgorod competitions with the same club (ГОАУ СШ Спорт-индустрия, В.Новгород / variations). The category is 'II разряд дeвушки 2007 г. и старше' (senior age group for girls born 2007+), which aligns with the card's last_starts showing progression through junior/novice categories in 2017-2018 and then senior category in 2018-02-17. The score of 48.73 (SP: 19.01) is consistent with the athlete's score progression (previous scores ranged from 25.73 to 52.23). The discipline is singles, matching all previous results. The chronological sequence is logical: last recorded result on card is 2018-12-15 (place 13, total 50.91), and this new result is 2019-02-16 (place 12, total 48.73), showing continued participation at similar level. No alternatives provided, and no conflicting evidence.",
  "same_person": [],
  "followups": []
}
```

Usage

{
  "cost": 0.003786,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.003786,
    "upstream_inference_prompt_cost": 0.001991,
    "upstream_inference_completions_cost": 0.001795
  },
  "total_tokens": 2350,
  "prompt_tokens": 1991,
  "completion_tokens": 359,
  "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
  }
}