LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:51:49
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
Илья СКИРДА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
9.8
prompt_tokens
2158
completion_tokens
1007
cost_usd
0.014386
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
25e6c783-e9b1-4996-b88c-e97b1a24bc30

Answer

{
  "why": "The current card 8853687 (Ilia SKIRDA, born 2002-09-21, Moscow) fits this row. He would be 13 in January 2016, which suits the older novice boys' category at the Moscow championship. The Moscow region matches, and his later results (junior KMC, Russian Cup 199.40 in 2018) continue the same level. The alternative card 9708298 has one 2013 result in the 2nd sport category (113.52, no club, SOK spelling) and no birth date. That is most likely the same boy at about age 10, so it is not a separate candidate. The printed club (Sambo-70, Khrustalny) differs from his later club (SShOR Moskvich), but a club change within Moscow is normal. I see nothing that contradicts keeping the current card.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9708298,
      "issue": "Card for Илья СКИРДА with a single 2013 result (2nd sport boys, Tchaikovskaya Trophy, SOK spelling) and no birth date. Looks like an earlier-career duplicate of card 8853687.",
      "suggestion": "Check the club and region of the 2013 start. If it matches Moscow and the birth year is about 2002, merge it into card 8853687."
    }
  ],
  "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": "Илья СКИРДА",
    "event": "Первенство г. Москвы среди юношей и девушек, старший возраст, Москва, 2016-01-23",
    "category": "ЮНОШИ, СТАРШИЙ ВОЗРАСТ",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_older",
    "flag": "RUS",
    "club_or_region_printed": "Москва, Самбо-70 отд. Хрустальный",
    "place": 1,
    "total": "201.48",
    "segments": {
      "SP": "67.48",
      "FS": "134.00"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8853687,
        "name": "Ilia SKIRDA",
        "latin": "Ilia SKIRDA",
        "gender": "men",
        "birth_date": "2002-09-21",
        "results_total": 58,
        "last_starts": [
          {
            "date": "2019-01-18",
            "event": "Kudryavtsev Trophy",
            "level": "national_other",
            "category": "KMC, ЮНOШИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "СШОР Москвич, Москва",
            "flag": "RUS",
            "place": 14,
            "total": "153.69",
            "partner": null
          },
          {
            "date": "2019-01-12",
            "event": "Moscow Cup",
            "level": "national_other",
            "category": "МУЖЧИНЫ МС",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "СШОР \"Москвич\"",
            "flag": "RUS",
            "place": 5,
            "total": "155.47",
            "partner": null
          },
          {
            "date": "2018-12-15",
            "event": "Zhiguli",
            "level": "national_other",
            "category": "КМС ЮНОШИ",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 5,
            "total": "135.47",
            "partner": null
          },
          {
            "date": "2018-11-18",
            "event": "Mishin Cup",
            "level": "national_other",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 7,
            "total": "162.42",
            "partner": null
          },
          {
            "date": "2018-11-06",
            "event": "Russian Cup Stage 4",
            "level": "national_series",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 13,
            "total": "166.65",
            "partner": null
          },
          {
            "date": "2018-10-02",
            "event": "Russian Cup Stage 2",
            "level": "national_series",
            "category": "Юноши, KMC",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "199.40",
            "partner": null
          }
        ],
        "spellings": [
          "Ilia SKIRDA",
          "Илья СКИРДА"
        ]
      },
      "alternatives": [
        {
          "card": 9708298,
          "name": "Илья СКИРДА",
          "latin": "Ilya SKIRDA",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2013-01-18",
              "event": "Tchaikovskaya Trophy",
              "level": "national_other",
              "category": "2 СПОРТИВНЫЙ МАЛЬЧИКИ",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": null,
              "flag": "RUS",
              "place": 1,
              "total": "113.52",
              "partner": null
            }
          ],
          "spellings": [
            "Ilya SKIRDA",
            "Ilya SKIRDA SOK",
            "Илья СКИРДА",
            "Илья СКИРДА СОК"
          ]
        }
      ]
    }
  ]
}

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": 0.014386,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.014386,
    "upstream_inference_prompt_cost": 0.004316,
    "upstream_inference_completions_cost": 0.01007
  },
  "total_tokens": 3165,
  "prompt_tokens": 2158,
  "completion_tokens": 1007,
  "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": 574
  }
}