LLM calls

time

2026-09-30 23:33:47

pipeline

isu_pipeline

run

pilot_20260930_2331

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

4.81

prompt_tokens

1342

completion_tokens

438

cost_usd

0.007064

finish_reason

stop

json_error

False

review_verdict

review_note

call_id

2bef28dd-e8fb-4258-90c3-addf96b29746

Answer

{
  "why": "The printed name \"Ангелина Сергеевна СЛАВНИК\" includes a patronymic. The alternative card 9716908 is the same name without one, which is normal in Russian protocols. The current card 9723840 has only this one result, so it adds no independent evidence. The alternative card has a 3rd youth singles result for girls from May 2022 with a score of 12.74, and the new row is the same category and step with a similar score of 13.90. This fits a single child continuing at the same entry level a year later, and birth year 2014 fits a novice 3rd youth skater. No conflicting patronymic or same-day event is recorded. Merging is plausible but not certain, since the name is uncommon but could still belong to a namesake. The club on the current card comes only from this row, so it does not distinguish the two cards. The two cards probably describe the same person and should be merged.",
  "card": 9716908,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9723840,
      "issue": "Probable duplicate of card 9716908 (same name, one with the patronymic Сергеевна, same category and similar score level).",
      "suggestion": "Check whether the two cards should be merged. If the patronymic is confirmed, add the spelling with the patronymic to the merged card and record the club ИП Кириллов Д.Б."
    }
  ],
  "confidence": "low"
}

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": "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": "...", "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": 0.007064,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007064,
    "upstream_inference_prompt_cost": 0.002684,
    "upstream_inference_completions_cost": 0.00438
  },
  "total_tokens": 1780,
  "prompt_tokens": 1342,
  "completion_tokens": 438,
  "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
  }
}