LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:35:23
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Анна Эдуардовна ОВЕЧКО
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
5.72
prompt_tokens
2478
completion_tokens
500
cost_usd
0.009956
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
08e795f7-8e37-4891-b1bb-66b7604a0d04

Answer

{
  "why": "The printed name includes the patronymic Эдуардовна, which the alternative card (Anna Ovechko, no patronymic) never shows, so the name alone does not contradict either card. The club is the stronger evidence. The row shows ООО СК Триумф in Moscow, and the current card has the same club. The alternative card is consistently tied to Balashikha, SShOR Lyapkina, in the Moscow Region, across all 18 starts and every spelling of the club. Nothing in the dossier shows a move to Triumph. The alternative card skated 2nd-sport-category events in 2022 and 2023 and then the junior group, with scores of 86-133 total. She was born in 2013, which would make her about 11 in 2024. The new row is 2nd sport category in novice singles with SP 31.97 and FS 53.15, which is a lower level. A skater who had progressed to the junior group would be unlikely to return to that category, so a different girl is more plausible. The evidence is thin because neither card has a birth date and the current card has only this one result. Keeping the current card is the most likely answer, but the confidence is low.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9583526,
      "issue": "Possible transfer from Balashikha to a Moscow club (SK Triumph)",
      "suggestion": "Check whether Anna Ovechko (b. 2013) moved to SK Triumph in 2024. If so, merge the two cards 9723972 and 9583526."
    }
  ],
  "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'. 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": "Анна Эдуардовна ОВЕЧКО",
    "event": "Кубок, посвященный Дню Матери, Москва, 2024-11-21",
    "category": "2 Спортивный разряд, Девочки, Девушки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_2sport",
    "flag": "RUS",
    "club_or_region_printed": "ООО СК Триумф",
    "place": null,
    "total": null,
    "segments": {
      "SP": "31.97",
      "FS": "53.15"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723972,
        "name": "Анна Эдуардовна ОВЕЧКО",
        "latin": "Anna Eduardovna OVECHKO",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Анна Эдуардовна ОВЕЧКО"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ООО СК Триумф"
        ]
      },
      "alternatives": [
        {
          "card": 9583526,
          "name": "Анна ОВЕЧКО",
          "latin": "Anna Ovechko",
          "gender": "women",
          "birth_date": null,
          "results_total": 18,
          "last_starts": [
            {
              "date": "2023-12-01",
              "event": "Moscow Region Junior Championships (Special Program)",
              "level": "national_other",
              "category": "Млaдшая группа, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "г.о. Балашиха, МАУ ДО \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 6,
              "total": "123.85",
              "partner": null
            },
            {
              "date": "2023-11-18",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "Млaдшaя гpуппa, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "г.о. Балашиха, МАУ ДО \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 5,
              "total": "95.93",
              "partner": null
            },
            {
              "date": "2023-10-21",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "2 cпopтивный paзряд, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "г.о. Балашиха, МАУ ДО \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 9,
              "total": "86.64",
              "partner": null
            },
            {
              "date": "2022-12-02",
              "event": "Moscow Region Championships (special program)",
              "level": "national_other",
              "category": "Млaдшaя гpуппа, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "г.о. Балашиха, МАУ \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 4,
              "total": "132.72",
              "partner": null
            },
            {
              "date": "2022-11-19",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "Млaдшaя гpуппa, дeвочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": "г.о. Балашиха, МАУ \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 3,
              "total": "105.03",
              "partner": null
            },
            {
              "date": "2022-10-15",
              "event": "Moscow Region Competitions",
              "level": "national_other",
              "category": "2 cпopтивный разряд, дeвушки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_2sport",
              "club": "г.о. Балашиха, МАУ \"СШОР им. Ю.Е. Ляпкина\"",
              "flag": "RUS",
              "place": 1,
              "total": "93.97",
              "partner": null
            }
          ],
          "spellings": [
            "Анна ОВЕЧКО"
          ],
          "birth_years_printed": {
            "2013": 3
          },
          "clubs_printed": [
            "г.о. Балашиха, МАУ ДО \"СШОР им. Ю.Е. Ляпкина\"",
            "г.о. Балашиха, МАУ \"СШОР им. Ю.Е. Ляпкина\"",
            "г. Балашиха, МАУ «СШОР им. Ю.Е.Ляпкина»",
            "МАУ СШОР им. Ю.Е. Ляпкина, г. Балашиха",
            "Московская область, Балашиха, МАУ СШОР им. Ю.Е. Ляпкина"
          ]
        }
      ]
    }
  ]
}

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": 0.009956,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.009956,
    "upstream_inference_prompt_cost": 0.004956,
    "upstream_inference_completions_cost": 0.005
  },
  "total_tokens": 2978,
  "prompt_tokens": 2478,
  "completion_tokens": 500,
  "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
  }
}