LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:32:51
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Тинатин ТКЕШЕЛАШВИЛИ
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.81
prompt_tokens
2202
completion_tokens
353
cost_usd
0.007934
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
b10ede83-853e-40cb-8665-1c33017793fd

Answer

{
  "why": "The printed name matches the current card exactly, with no alternatives listed. The club is the same (ГОАУ СШ Спорт-индустрия, Великий Новгород) and the region is the same. The category is II разряд, senior, for girls born 2007 or earlier, matching the card's previous 2018 starts in the same category. The score of 48.73 is in line with her recent totals of 50.91, 52.23, 50.58 and 51.16. The most recent start on the card is 2018-12-15, so the row on 2019-02-16 fits as the next start. There are no date conflicts.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9668249,
      "issue": "The card has no birth date. The category labels 'girls 2006 and older' (Feb 2018) and '2007 and older' (Dec 2018, Feb 2019) suggest a birth year of 2007 or earlier, but they do not give an exact year.",
      "suggestion": "Find the birth date or year in a protocol that prints it, and fill it in."
    }
  ],
  "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": "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": "...", "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": 0.007934,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007934,
    "upstream_inference_prompt_cost": 0.004404,
    "upstream_inference_completions_cost": 0.00353
  },
  "total_tokens": 2555,
  "prompt_tokens": 2202,
  "completion_tokens": 353,
  "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
  }
}