LLM calls

time

2026-09-30 22:53:22

pipeline

isu_pipeline

run

pilot_20260930_2251

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

8.28

prompt_tokens

1242

completion_tokens

888

cost_usd

0.011364

finish_reason

stop

json_error

False

review_verdict

review_note

call_id

76e0c699-5803-4021-b7e2-7cb43e6f5844

Answer

{
  "why": "The surname Славник is rare, and the first name is the same. The only difference is that the patronymic Сергеевна is printed on this row but absent from the earlier protocol. A missing patronymic is normal in Russian protocols and is not a conflict, because no different patronymic appears. The earlier start (Megasport Spring Trophy, 2022-05-23) was in the same category, 3 юношеский разряд girls, singles, novice, rus_3youth. The score of 12.74 then and 13.90 now is at a similar level and shows plausible progression. The same entry-level step a year later is normal for a young child. Neither card has a birth date, so age cannot be checked. The current card 9723840 has only one result, which is this row, so it looks like a duplicate created because of the patronymic. Confidence is medium rather than high because there is no birth date or club to confirm it.",
  "card": 9716908,
  "slot": 9723840,
  "decision": "card",
  "followups": [
    {
      "card": 9723840,
      "issue": "Likely a duplicate of card 9716908 (same person, name written with the patronymic).",
      "suggestion": "After relinking, merge or delete card 9723840 if it has no other results, and add the spelling 'Ангелина Сергеевна СЛАВНИК' to card 9716908."
    },
    {
      "card": 9716908,
      "issue": "No birth date and no club are recorded.",
      "suggestion": "Fill in the birth date and the club (ИП Кириллов Д.Б. on the 2023 row) when a source is available, to confirm the match."
    }
  ],
  "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'. 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"
    }
  },
  "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"
        ]
      },
      "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"
          ]
        }
      ]
    }
  ]
}

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": 0.011364,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.011364,
    "upstream_inference_prompt_cost": 0.002484,
    "upstream_inference_completions_cost": 0.00888
  },
  "total_tokens": 2130,
  "prompt_tokens": 1242,
  "completion_tokens": 888,
  "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": 381
  }
}