LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:34:32
pipeline
isu_pipeline
run
example_slavnik
step
people_llm
object
Ангелина Сергеевна СЛАВНИК
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.55
prompt_tokens
1450
completion_tokens
596
cost_usd
0.00886
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
4f8ce2d6-4af1-45cd-98d4-07b160dbf51b

Answer

{
  "why": "The current card 9723840 has only this one result, with no birth date or earlier starts. The alternative card 9716908 is the same name without a patronymic, which is normal in Russian protocols. It has one start a year earlier (2022-05-23) in the same category (3 youth, girls, singles, novice), at a similar score level (12.74 vs 13.90). The skater was born in 2014, so she would be 8-9 and suited to this step. The patronymic appears only on the current card, but it does not conflict with the alternative because that card has none. The two cards do not overlap in date. Nothing shows a different person: there is no contradictory patronymic, and the score progression is plausible. Two separate cards for a rare surname in the same category look like a split of one person. The club is missing on the alternative, so club continuity cannot be checked, which keeps confidence at medium. The 'card' decision assigns this row to 9716908, and the two cards are flagged as likely the same person.",
  "card": 9716908,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9716908,
      "issue": "No club recorded and no full birth date; the birth year 2014 comes from a single printed value.",
      "suggestion": "After merging, add the club 'ИП Кириллов Д.Б.' and verify the birth date from another protocol."
    },
    {
      "card": 9723840,
      "issue": "Possible duplicate card created because the patronymic was printed.",
      "suggestion": "Review for merging into 9716908 and keep the spelling with the patronymic as an alternate."
    }
  ],
  "confidence": "medium",
  "same_person": [
    {
      "why": "Same rare surname and given name, same category (3 youth girls singles), consecutive years, similar low scores. The patronymic is present on only one card, which is normal in Russian protocols.",
      "cards": [
        9723840,
        9716908
      ],
      "confidence": "medium"
    }
  ]
}

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": "Ангелина Сергеевна СЛАВНИК",
    "event": "Турнир посвященный Дню Победы, Москва, 2023-05-08",
    "category": "3 юношеский разряд, Девочки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_3youth",
    "flag": "RUS",
    "club_or_region_printed": "ИП Кириллов Д.Б.",
    "place": 25,
    "total": "13.90",
    "segments": {
      "FS": "13.90"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723840,
        "name": "Ангелина Сергеевна СЛАВНИК",
        "latin": "Angelina Sergeevna SLAVNIK",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Ангелина Сергеевна СЛАВНИК"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ИП Кириллов Д.Б."
        ]
      },
      "alternatives": [
        {
          "card": 9716908,
          "name": "Ангелина СЛАВНИК",
          "latin": "Angelina SLAVNIK",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2022-05-23",
              "event": "Megasport Spring Trophy",
              "level": "national_other",
              "category": "3 ЮНОШЕСКИЙ РАЗРЯД.ДЕВОЧКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": null,
              "flag": "RUS",
              "place": 52,
              "total": "12.74",
              "partner": null
            }
          ],
          "spellings": [
            "Ангелина СЛАВНИК"
          ],
          "birth_years_printed": {
            "2014": 1
          },
          "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.

Usage

{
  "cost": 0.00886,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.00886,
    "upstream_inference_prompt_cost": 0.0029,
    "upstream_inference_completions_cost": 0.00596
  },
  "total_tokens": 2046,
  "prompt_tokens": 1450,
  "completion_tokens": 596,
  "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
  }
}