LLM calls

sportstatsdb.com pipelines
time
2026-10-01 05:23:42
pipeline
isu_pipeline
run
rus-2627-1etap_jun
step
9 people (national)
object
Дарья ЦАРЕГОРОДЦЕВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.41
prompt_tokens
3151
completion_tokens
594
cost_usd
0.012242
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
81a1562d-9974-4599-bcce-e11265dcc285

Answer

{
  "why": "The current card 8924640 is a continuous career of 34 starts. It includes junior KMS singles on 2026-09-07 (4th, 193.26), two and a half weeks before this row. The step (rus_kms), age group (junior) and score level (183.25) match that start, and the birth year 2013 fits the junior category. The alternative card 9703486 has a single start in December 2024 in the novice senior group, with an SPB tag and no club or birth data. That start could belong to the same skater, since the name and city fit, but nothing supports moving this row to a card with one old result. The row prints no club, so club continuity cannot be checked. The two cards look like one person split in two, so I list them as a possible same_person group.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8924640,
      "issue": "No birth date on the card, although a birth year of 2013 is printed in one start. The card also has a long career from 2022 with a mix of novice and junior categories.",
      "suggestion": "Set the birth year to 2013 if confirmed, and check that all 34 results belong to one skater."
    },
    {
      "card": 9703486,
      "issue": "Single result with no club and no birth data. It may be a duplicate of card 8924640.",
      "suggestion": "Review the Champions' Path 2024-12-11 result and merge it into 8924640 if it is the same skater."
    }
  ],
  "new_group": null,
  "confidence": "medium",
  "same_person": [
    {
      "why": "Same name and Latin spelling, both Saint Petersburg (the SPB tag on the alternative), both singles in the novice senior group. The alternative's one start in Dec 2024 fits the timeline of card 8924640, which began in 2022. The alternative has no birth data or club, so this is only a possible split.",
      "cards": [
        8924640,
        9703486
      ],
      "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'. 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": "Дарья ЦАРЕГОРОДЦЕВА",
    "event": "Всероссийские соревнования \"Лед Мечты\" среди юниоров, Москва, 2026-09-24",
    "category": "Юниорки - КМС",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 6,
    "total": "183.25",
    "segments": {
      "FS": "116.61",
      "SP": "66.64"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "printed_name": "Дарья ЦАРЕГОРОДЦЕВА",
      "why_uncertain": "2 cards carry this exact spelling",
      "current_card": {
        "card": 8924640,
        "name": "Дарья ЦАРЕГОРОДЦЕВА",
        "latin": "Darya TSAREGORODTSEVA",
        "gender": "women",
        "birth_date": null,
        "results_total": 34,
        "starts_nearest_to_row": [
          {
            "date": "2026-09-07",
            "event": "Saint Petersburg Federation Cup Stage 1",
            "level": "national_other",
            "category": "Региональные соревнования \"Кубок Федерации\", 1 этап ОДИНОЧНОЕ КАТАНИЕ KMC ЮНИОРКИ (13-19 ЛЕТ) ОДИНОЧНОЕ КАТАНИЕ KMC ЮНИОРКИ (13-19 ЛЕТ)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "193.26",
            "partner": null,
            "birth_year_printed": 2013
          },
          {
            "date": "2026-04-13",
            "event": "Golden Skate Team Trophy",
            "level": "national_other",
            "category": "Девочки 2012 – 2014 гр",
            "discipline": "singles",
            "age_group": "novice",
            "step": null,
            "club": "МО Введенский, СПб ГБУ ДО СШОР \"Звёздный лёд\"",
            "flag": "RUS",
            "place": 2,
            "total": "170.55",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-03-23",
            "event": "Russian School Spartakiad",
            "level": "national_other",
            "category": "Девочки, 1 спортивный разряд",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": "Санкт-Петербург, СШОР \"Звездный лед\"",
            "flag": "RUS",
            "place": 3,
            "total": "190.49",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-02-24",
            "event": "Zhuk Memorial",
            "level": "national_other",
            "category": "Девочки, старшая группа",
            "discipline": "singles",
            "age_group": "novice",
            "step": null,
            "club": "Санкт-Петербург, СШОР \"Звездный лед\"",
            "flag": "RUS",
            "place": 7,
            "total": "242.70",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-02-09",
            "event": "Russian School Spartakiad Qualifier",
            "level": "national_other",
            "category": "ДЕВОЧКИ (9-12 ЛЕТ) рождения разряд сумма",
            "discipline": "singles",
            "age_group": "novice",
            "step": null,
            "club": "Санкт-Петербург, СПб ГБУ ДО СШОР",
            "flag": "RUS",
            "place": 2,
            "total": "193.07",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-01-26",
            "event": "Crystal Skate",
            "level": "national_other",
            "category": "СТAРШAЯ ГРУППА, ДEВOЧКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": null,
            "club": "СПб ГБУ ДО СШОР \"Звёздный лёд\"",
            "flag": "RUS",
            "place": 2,
            "total": "234.44",
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2022-04-28",
        "last_start": "2026-09-24",
        "also_in_this_category": true,
        "spellings": [
          "Darya Denisovna TSAREGORODTSEVA",
          "Darya TSAREGORODTSEVA",
          "Дарья Денисовна ЦАРЕГОРОДЦЕВА",
          "Дарья ЦАРЕГОРОДЦЕВА"
        ],
        "birth_years_printed": {
          "2013": 1
        },
        "clubs_printed": [
          "МО Введенский, СПб ГБУ ДО СШОР \"Звёздный лёд\"",
          "Санкт-Петербург, СШОР \"Звездный лед\"",
          "Санкт-Петербург, СПб ГБУ ДО СШОР",
          "СПб ГБУ ДО СШОР \"Звёздный лёд\"",
          "Санкт-Петербург, СПб ГБУ ДО СШОР \"Звездный лед\""
        ]
      },
      "alternatives": [
        {
          "card": 9703486,
          "name": "Дарья ЦАРЕГОРОДЦЕВА",
          "latin": "Darya TSAREGORODTSEVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "starts_nearest_to_row": [
            {
              "date": "2024-12-11",
              "event": "Champions' Path",
              "level": "national_other",
              "category": "Старшая группа, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 2,
              "total": "67.58",
              "partner": null,
              "birth_year_printed": null
            }
          ],
          "first_start": "2024-12-11",
          "last_start": "2024-12-11",
          "also_in_this_category": false,
          "spellings": [
            "Darya TSAREGORODTSEVA",
            "Darya TSAREGORODTSEVA SPB",
            "Дарья ЦАРЕГОРОДЦЕВА",
            "Дарья ЦАРЕГОРОДЦЕВА СПБ"
          ],
          "birth_years_printed": {},
          "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": "...", "new_group": <for decision new: a short label shared by all rows of this batch that are the same new person, else null>, "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": 0.012242,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.012242,
    "upstream_inference_prompt_cost": 0.006302,
    "upstream_inference_completions_cost": 0.00594
  },
  "total_tokens": 3745,
  "prompt_tokens": 3151,
  "completion_tokens": 594,
  "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
  }
}