LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:34:29
pipeline
isu_pipeline
run
pilot_20260930_2331
step
people_llm
object
Татьяна ЛЫЙРОВА
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.17
prompt_tokens
3690
completion_tokens
476
cost_usd
0.01214
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
33466dfc-e344-4b08-a536-b68508f33a65

Answer

{
  "why": "The printed name \"Татьяна ЛЫЙРОВА\" exactly matches the spelling already on the current card 8857689 (Tatiana LYIROVA). This is a very rare surname, so a namesake is unlikely. The card's birth date is 2002-07-17, so the skater was 9 in November 2011. That fits a 1st youth (rus_1youth) novice girls category at a local open competition in Pervouralsk. The score of 49.32 in the free skate is plausible for that level. The card's listed results begin in 2017-2018 as a pairs skater, so a singles start in 2011 would be early history for her. This is not contradictory, since pairs skaters often skated singles as children. The alternatives do not fit. Firsova (UKR, born 2007) has a different surname and a different country. Lavrova (2003, St. Petersburg, II sports category) has a different surname, and her profile is older and from a different region. Keeping the current card is the most likely option.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8857689,
      "issue": "The card's listed career starts with pairs in 2017-2018. The 2011 singles result is a long way back, and the card has no regional or club data.",
      "suggestion": "Check that the early singles results (Pervouralsk/Sverdlovsk region) belong to the same skater as the later pairs skater, and add the club or region if it can be found."
    }
  ],
  "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": "Татьяна ЛЫЙРОВА",
    "event": "Открытое первенство г. Первоуральска, Первоуральск, 2011-11-20",
    "category": "1-й юношеский, девочки (1jf)",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_1youth",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 1,
    "total": "49.32",
    "segments": {
      "FS": "49.32"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8857689,
        "name": "Tatiana LYIROVA",
        "latin": "Tatiana LYIROVA",
        "gender": "women",
        "birth_date": "2002-07-17",
        "results_total": 17,
        "last_starts": [
          {
            "date": "2018-02-19",
            "event": "Russian Cup Final",
            "level": "national_series",
            "category": "Парное катание, MC",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 4,
            "total": "155.40",
            "partner": "Maksim SELKIN"
          },
          {
            "date": "2018-01-23",
            "event": "Russian Junior Championships",
            "level": "national_junior",
            "category": "Парное катание",
            "discipline": "pairs",
            "age_group": "junior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": 10,
            "total": "155.02",
            "partner": "Maksim SELKIN"
          },
          {
            "date": "2017-12-21",
            "event": "Russian Championships",
            "level": "national_champs",
            "category": "Pairs",
            "discipline": "pairs",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "RUS",
            "place": 11,
            "total": "164.22",
            "partner": "Maksim SELKIN"
          },
          {
            "date": "2017-11-07",
            "event": "Russian Cup Stage 4",
            "level": "national_series",
            "category": "Парное катание, KMC",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 3,
            "total": "150.90",
            "partner": "Maksim SELKIN"
          },
          {
            "date": "2017-10-27",
            "event": "Russian Cup Stage 3",
            "level": "national_series",
            "category": "Парное катание, KMC",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 6,
            "total": "146.36",
            "partner": "Maksim SELKIN"
          },
          {
            "date": "2017-10-12",
            "event": "Russian Cup Stage 2",
            "level": "national_series",
            "category": "Парное катание, MC",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 2,
            "total": "163.12",
            "partner": "Maksim SELKIN"
          }
        ],
        "spellings": [
          "Tatiana LYIROVA",
          "Татьяна ЛЫЙРОВА"
        ],
        "birth_years_printed": {},
        "clubs_printed": []
      },
      "alternatives": [
        {
          "card": 8851702,
          "name": "Tetiana FIRSOVA",
          "latin": "Tetiana FIRSOVA",
          "gender": "women",
          "birth_date": "2007-01-25",
          "results_total": 46,
          "last_starts": [
            {
              "date": "2024-12-05",
              "event": "Golden Spin of Zagreb",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 22,
              "total": "115.48",
              "partner": null
            },
            {
              "date": "2024-11-05",
              "event": "Denkova-Staviski Cup",
              "level": "international_other",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 10,
              "total": "150.43",
              "partner": null
            },
            {
              "date": "2024-10-16",
              "event": "Trophée Métropole Nice Côte d'Azur",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 15,
              "total": "133.55",
              "partner": null
            },
            {
              "date": "2024-09-12",
              "event": "Lombardia Trophy",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 20,
              "total": "116.63",
              "partner": null
            },
            {
              "date": "2024-04-03",
              "event": "Ukrainian Championships",
              "level": "national_champs",
              "category": "Ladies",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 2,
              "total": null,
              "partner": null
            },
            {
              "date": "2023-11-16",
              "event": "Warsaw Cup",
              "level": "challenger",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "UKR",
              "place": 21,
              "total": "130.47",
              "partner": null
            }
          ],
          "spellings": [
            "Tat'yana FIRSOVA",
            "Tat'yna FIRSOVA",
            "Tatiana FIRSOVA",
            "Tatyana FIRSOVA",
            "Tetiana FIRSOVA",
            "Tetyana FIRSOVA"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "LDR"
          ]
        },
        {
          "card": 9660975,
          "name": "Татьяна ЛАВРОВА",
          "latin": "Tatyana LAVROVA",
          "gender": "women",
          "birth_date": null,
          "results_total": 4,
          "last_starts": [
            {
              "date": "2014-03-08",
              "event": "Mishin Cup",
              "level": "national_other",
              "category": "II спорт. девушки",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "НОУ ДОД ДЮСШ ДИНАСТИЯ",
              "flag": "RUS",
              "place": 21,
              "total": "75.61",
              "partner": null
            },
            {
              "date": "2014-02-11",
              "event": "Peter the Great Cup Stage 5",
              "level": "national_other",
              "category": "Девушки, II спортивный разряд",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": "ДЮСШ \"Династия\", Санкт-Петербург",
              "flag": "RUS",
              "place": 21,
              "total": "73.99",
              "partner": null
            },
            {
              "date": null,
              "event": "Peter the Great Cup Stage 1",
              "level": "national_other",
              "category": "II спортивный девочки 2003",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 14,
              "total": "57.65",
              "partner": null
            },
            {
              "date": null,
              "event": "Peter the Great Cup Stage 3",
              "level": "national_other",
              "category": "II спортивный девочки 2003-2004",
              "discipline": "singles",
              "age_group": "novice",
              "step": null,
              "club": null,
              "flag": "RUS",
              "place": 15,
              "total": "62.73",
              "partner": null
            }
          ],
          "spellings": [
            "Татьяна ЛАВРОВА"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "НОУ ДОД ДЮСШ ДИНАСТИЯ",
            "ДЮСШ \"Династия\", Санкт-Петербург"
          ]
        }
      ]
    }
  ]
}

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": 0.01214,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01214,
    "upstream_inference_prompt_cost": 0.00738,
    "upstream_inference_completions_cost": 0.00476
  },
  "total_tokens": 4166,
  "prompt_tokens": 3690,
  "completion_tokens": 476,
  "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
  }
}