LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:32:16
pipeline
isu_pipeline
run
pilot_20260930_2331
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
4.75
prompt_tokens
2331
completion_tokens
416
cost_usd
0.008822
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
b60b5510-4d19-4883-aa37-c304072dc724

Answer

{
  "why": "The current card 8853687 (born 2002-09-21) fits the row. In January 2016 he was 13, which suits the older novice category. The club 'Самбо-70 отд. Хрустальный, Москва' is already among the clubs printed on this card. His 2018 scores of about 135-199 show a plausible progression from 201.48 in 2016 at novice level. The alternative card 9708298 has no birth date and a single 2013 start in '2 СПОРТИВНЫЙ МАЛЬЧИКИ' with 113.52. That is a younger, lower-level category, and the card has no club. It is a possible namesake or the same person, but nothing supports moving this row to it. The two cards may be the same person, which is worth checking.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9708298,
      "issue": "Card has the same name, no birth date and no club, with one 2013 start in the 2 sport category for boys. It may be the same skater as card 8853687 as a child.",
      "suggestion": "Check the 2013 Tchaikovskaya Trophy protocol for club and birth year. If it matches Москва / Самбо-70 and a 2002 birth year, merge it into card 8853687."
    }
  ],
  "confidence": "high"
}

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"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "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"
        ],
        "birth_years_printed": {
          "2002": 7
        },
        "clubs_printed": [
          "СШОР Москвич, Москва",
          "СШОР \"Москвич\"",
          "СШОР Москвич",
          "Самбо-70 отд. Хрустальный, Москва",
          "Москва, отд Хрустальный Самбо-70"
        ]
      },
      "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"
          ],
          "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": "...", "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": 0.008822,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.008822,
    "upstream_inference_prompt_cost": 0.004662,
    "upstream_inference_completions_cost": 0.00416
  },
  "total_tokens": 2747,
  "prompt_tokens": 2331,
  "completion_tokens": 416,
  "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
  }
}