LLM calls

sportstatsdb.com pipelines
time
2026-10-01 05:23:24
pipeline
isu_pipeline
run
rus-2627-1etap_jun
step
9 people (national)
object
Максим БАДАВИ
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.62
prompt_tokens
3001
completion_tokens
549
cost_usd
0.011492
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
e52e9d59-a08f-457d-8daf-cf735fc17b12

Answer

{
  "why": "The current card 8925902 has the exact same name spelling. It is a junior KMS singles skater born in 2008, and he was skating the same category 17 days earlier (2026-09-07, total 210.59). His totals of 200-225 across 2025-2026 match this row's 200.03. His club is the St. Petersburg Academy of Figure Skating, and his last start is this very event. The alternative card 9667820 has a single 2016 novice result (3rd youth boys 2007-08, total 20.88) and a garbled Latin name. Its birth-year range of 2007-08 is consistent with the same boy, so it is probably the same person split off by an encoding problem. It is not a different person for this row, so the current card stays.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9667820,
      "issue": "Name and Latin fields are corrupted by encoding (mojibake), and the card has a single 2016 result.",
      "suggestion": "Review for merging into card 8925902 and fix the name encoding."
    },
    {
      "card": 8925902,
      "issue": "Birth date is empty; only the printed year 2008 is known.",
      "suggestion": "Fill in the birth date or at least the year 2008 from the protocols."
    }
  ],
  "new_group": null,
  "confidence": "high",
  "same_person": [
    {
      "why": "The name is identical. The 2016 category '3 юн. мальчики 2007-08' fits a 2008 birth year. The club is a St. Petersburg sports school, consistent with the Academy. Card 9667820 has mojibake in its name fields and only one start, which looks like a loader encoding split.",
      "cards": [
        8925902,
        9667820
      ],
      "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": "Максим БАДАВИ",
    "event": "Всероссийские соревнования \"Лед Мечты\" среди юниоров, Москва, 2026-09-24",
    "category": "Юниоры - КМС",
    "discipline": "singles",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 9,
    "total": "200.03",
    "segments": {
      "FS": "123.95",
      "SP": "76.08"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "printed_name": "Максим БАДАВИ",
      "why_uncertain": "the exact spelling is on this card only; other cards have close names",
      "current_card": {
        "card": 8925902,
        "name": "Максим БАДАВИ",
        "latin": "Maksim BADAVI",
        "gender": "men",
        "birth_date": null,
        "results_total": 38,
        "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 КМС ЮНИОРЫ (13-19 ЛЕТ) ОДИНОЧНОЕ КАТАНИЕ КМС ЮНИОРЫ (13-19 ЛЕТ)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 8,
            "total": "210.59",
            "partner": null,
            "birth_year_printed": 2008
          },
          {
            "date": "2026-04-08",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "Oдинoчное катание – Юниopы",
            "discipline": "singles",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "225.72",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2026-02-25",
            "event": "Saint Petersburg Junior Championships",
            "level": "national_other",
            "category": "Одиночное катание, КМС, Юниоры",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "СПБ ГБУ ДО СШОР \"Академия фигурного катания на коньках\"",
            "flag": "RUS",
            "place": 14,
            "total": "200.45",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-04-14",
            "event": "Saint Petersburg Federation Trophy",
            "level": "national_other",
            "category": "Одиночное катание KMC (юниоры)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "224.90",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-03-26",
            "event": "Russian Elite Cup",
            "level": "national_other",
            "category": "Юниоры, КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СШОР \"Академия фигурного катания\"",
            "flag": "RUS",
            "place": 2,
            "total": "224.00",
            "partner": null,
            "birth_year_printed": null
          },
          {
            "date": "2025-02-27",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "Юниоры, КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СШОР \"Академия фигурного катания\"",
            "flag": "RUS",
            "place": 8,
            "total": "216.42",
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2016-03-04",
        "last_start": "2026-09-24",
        "also_in_this_category": true,
        "spellings": [
          "Maksim BADAVI",
          "Максим Алиевич БАДАВИ",
          "Максим БАДАВИ"
        ],
        "birth_years_printed": {
          "2008": 1
        },
        "clubs_printed": [
          "СПБ ГБУ ДО СШОР \"Академия фигурного катания на коньках\"",
          "Санкт-Петербург, СШОР \"Академия фигурного катания\"",
          "СПБ ГБУ ДО СШОР \"Академия ФКК\"",
          "Санкт-Петербург, ГБУ ДО СШОР «Академия фигурного катания на",
          "СПб ГБУ ДО СШОР «Академия фигурного катания на коньках»"
        ]
      },
      "alternatives": [
        {
          "card": 9667820,
          "name": "Максим БАДАВИ",
          "latin": "Rњr°ryesѓrerј R‘rђr”rђr’r",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "starts_nearest_to_row": [
            {
              "date": "2016-05-16",
              "event": "Peter the Great Cup Final",
              "level": "national_other",
              "category": "3 юн. мальчики 2007-08",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_3youth",
              "club": "ГБОУ ДОД СПб СДЮШОР",
              "flag": "RUS",
              "place": 3,
              "total": "20.88",
              "partner": null,
              "birth_year_printed": null
            }
          ],
          "first_start": "2016-05-16",
          "last_start": "2016-05-16",
          "also_in_this_category": false,
          "spellings": [
            "Максим БАДАВР"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ГБОУ ДОД СПб СДЮШОР"
          ]
        }
      ]
    }
  ]
}

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": 0.011492,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.011492,
    "upstream_inference_prompt_cost": 0.006002,
    "upstream_inference_completions_cost": 0.00549
  },
  "total_tokens": 3550,
  "prompt_tokens": 3001,
  "completion_tokens": 549,
  "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
  }
}