LLM calls

sportstatsdb.com pipelines
time
2026-10-01 05:25:00
pipeline
isu_pipeline
run
rus-2627-1etap_jun
step
9 people (national)
object
Екатерина СТАРОСТИНА / Тимофей СТОЛЯРЕНКО
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
7.92
prompt_tokens
5120
completion_tokens
803
cost_usd
0.01827
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
aec60804-3b18-4a69-8a98-102845e36db4

Answer

{
  "why": "Both people on the row are best matched by their current cards. Екатерина СТАРОСТИНА (card 9504518) has the only exact spelling. She has been dancing with Timofey Stolyarenko in the same club (МАФКК школа Медведково) at the same level (rus_kms junior dance) at three nearby events, and she is already listed in this category. For Тимофей СТОЛЯРЕНКО, card 8926977 (born 2008, 60 results since 2015) is the established skater. He moved from singles to dance and has the same partner, club, and step as this row, with a 2026-09-19 start. His patronymic Витальевич matches the one on card 9652379, and the 2008 birth year and club history fit a junior KMS dancer. Card 9652379 has only 2 results, with no birth date, the same partner, the same club, and the same two events (2026-08-24 and 2026-09-11). It looks like a duplicate split from the main card, not a different person. The 2026-09-11 Raber Memorial appears under the main card with place 13 and total 134.25, and under the duplicate with no score, so these are the same entry loaded twice. Keeping the main card is correct, and the duplicate should be reviewed for merging.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9652379,
      "issue": "Duplicate of card 8926977: two results for the same events (Moscow Junior Championships 2026-08-24, Raber Memorial 2026-09-11) with the same partner and club, but no scores or birth date.",
      "suggestion": "Merge into card 8926977 after review and remove the duplicate result rows."
    },
    {
      "card": 9504518,
      "issue": "Card 9504518 carries duplicate entries for the same events (Raber Memorial 2026-09-11 and Moscow Junior Championships 2026-08-24), each with one row with scores and one without.",
      "suggestion": "Check for and remove the duplicate result rows."
    }
  ],
  "new_group": null,
  "confidence": "high",
  "same_person": [
    {
      "why": "Same name and Latin spelling, same patronymic Витальевич on the duplicate. Same partner Ekaterina Starostina, same club, and the same events on 2026-08-24 and 2026-09-11 in the same junior KMS dance category. The duplicate has only 2 results, no birth date, and no scores, which is typical of a split card.",
      "cards": [
        8926977,
        9652379
      ],
      "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'. 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": "Екатерина СТАРОСТИНА / Тимофей СТОЛЯРЕНКО",
    "event": "Всероссийские соревнования \"Лед Мечты\" среди юниоров, Москва, 2026-09-24",
    "category": "Танцы на льду - КМС",
    "discipline": "dance",
    "age_group": "junior",
    "step": "rus_kms",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 13,
    "total": "119.29",
    "segments": {
      "FD": "68.50",
      "RD": "50.79"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "printed_name": "Тимофей СТОЛЯРЕНКО",
      "why_uncertain": "2 cards carry this exact spelling",
      "current_card": {
        "card": 8926977,
        "name": "Тимофей СТОЛЯРЕНКО",
        "latin": "Timofey STOLYARENKO",
        "gender": "men",
        "birth_date": "2008-11-21",
        "results_total": 60,
        "starts_nearest_to_row": [
          {
            "date": "2026-09-19",
            "event": "Tatiana Navka Cup",
            "level": "national_other",
            "category": "Tанцы на льду, KMC, Юниоры, Юниорки",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
            "flag": "RUS",
            "place": 8,
            "total": "137.47",
            "partner": "Ekaterina Starostina",
            "birth_year_printed": null
          },
          {
            "date": "2026-09-11",
            "event": "Raber Memorial",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково / ГБУ ДО МАФКК школа Медведково",
            "flag": "RUS",
            "place": 13,
            "total": "134.25",
            "partner": "Ekaterina Starostina",
            "birth_year_printed": null
          },
          {
            "date": "2026-08-24",
            "event": "Moscow Junior Championships",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
            "flag": "RUS",
            "place": 20,
            "total": "122.56",
            "partner": "Ekaterina Starostina",
            "birth_year_printed": null
          },
          {
            "date": "2024-03-04",
            "event": "Moscow Junior Championships",
            "level": "national_other",
            "category": "ОДИНОЧНОЕ КАТАНИЕ - KMC ЮНОШИ (11-17 ЛЕТ), ЮНИОРЫ (13-19 ЛЕТ)",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 16,
            "total": "187.54",
            "partner": null,
            "birth_year_printed": 2008
          },
          {
            "date": "2023-12-05",
            "event": "Moscow Championships",
            "level": "national_other",
            "category": "OДИНОЧНОЕ КАТАНИЕ - МС MУЖЧИНЫ (15 ЛЕТ И СТАРШЕ)",
            "discipline": "singles",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "ГБУ ДО Московская академия фигурного катания на",
            "flag": "RUS",
            "place": 4,
            "total": "219.28",
            "partner": null,
            "birth_year_printed": 2008
          },
          {
            "date": "2023-10-24",
            "event": "Russian Grand Prix – Krasnoyarye",
            "level": "national_series",
            "category": "Юниоры, КМС",
            "discipline": "singles",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": 6,
            "total": "199.10",
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2015-02-25",
        "last_start": "2026-09-24",
        "also_in_this_category": true,
        "spellings": [
          "Timofei Stolyarenko",
          "Timofey STOLYARENKO",
          "Тимофей Витальевич СТОЛЯРЕНКО",
          "Тимофей СТОЛЯРЕНКО"
        ],
        "birth_years_printed": {
          "2008": 35
        },
        "clubs_printed": [
          "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
          "ГБУ ДО МАФКК школа Медведково / ГБУ ДО МАФКК школа Медведково",
          "ГБУ ДО Московская академия фигурного катания на",
          "ГБУ ДО Московская академия фигурного",
          "Москва, МАФКК школа \"Легенда\""
        ]
      },
      "alternatives": [
        {
          "card": 9652379,
          "name": "Тимофей СТОЛЯРЕНКО",
          "latin": "Timofey STOLYARENKO",
          "gender": "men",
          "birth_date": null,
          "results_total": 2,
          "starts_nearest_to_row": [
            {
              "date": "2026-09-11",
              "event": "Raber Memorial",
              "level": "national_other",
              "category": "Танцы на льду, КМС, Юниорки, Юниоры",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО МАФКК школа Медведково",
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": "Ekaterina Starostina",
              "birth_year_printed": null
            },
            {
              "date": "2026-08-24",
              "event": "Moscow Junior Championships",
              "level": "national_other",
              "category": "Танцы на льду, КМС, Юниорки, Юниоры",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
              "flag": "RUS",
              "place": null,
              "total": null,
              "partner": "Ekaterina Starostina",
              "birth_year_printed": null
            }
          ],
          "first_start": "2026-08-24",
          "last_start": "2026-09-11",
          "also_in_this_category": false,
          "spellings": [
            "TIMOFEY VITALEVICH STOLYARENKO",
            "Timofey STOLYARENKO",
            "ТИМОФЕЙ ВИТАЛЬЕВИЧ СТОЛЯРЕНКО",
            "Тимофей СТОЛЯРЕНКО"
          ],
          "birth_years_printed": {},
          "clubs_printed": [
            "ГБУ ДО МАФКК школа Медведково",
            "ГБУ ДО МАФКК школа Медведково, отд. Медведково"
          ]
        }
      ]
    },
    {
      "printed_name": "Екатерина СТАРОСТИНА",
      "why_uncertain": "the exact spelling is on this card only; other cards have close names",
      "current_card": {
        "card": 9504518,
        "name": "Екатерина СТАРОСТИНА",
        "latin": "Ekaterina Starostina",
        "gender": "women",
        "birth_date": "2011-06-18",
        "results_total": 36,
        "starts_nearest_to_row": [
          {
            "date": "2026-09-19",
            "event": "Tatiana Navka Cup",
            "level": "national_other",
            "category": "Tанцы на льду, KMC, Юниоры, Юниорки",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
            "flag": "RUS",
            "place": 8,
            "total": "137.47",
            "partner": "Timofey STOLYARENKO",
            "birth_year_printed": null
          },
          {
            "date": "2026-09-11",
            "event": "Raber Memorial",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково",
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Timofey STOLYARENKO",
            "birth_year_printed": null
          },
          {
            "date": "2026-09-11",
            "event": "Raber Memorial",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково / ГБУ ДО МАФКК школа Медведково",
            "flag": "RUS",
            "place": 13,
            "total": "134.25",
            "partner": "Timofey STOLYARENKO",
            "birth_year_printed": null
          },
          {
            "date": "2026-08-24",
            "event": "Moscow Junior Championships",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
            "flag": "RUS",
            "place": 20,
            "total": "122.56",
            "partner": "Timofey STOLYARENKO",
            "birth_year_printed": null
          },
          {
            "date": "2026-08-24",
            "event": "Moscow Junior Championships",
            "level": "national_other",
            "category": "Танцы на льду, КМС, Юниорки, Юниоры",
            "discipline": "dance",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Timofey STOLYARENKO",
            "birth_year_printed": null
          },
          {
            "date": "2025-02-26",
            "event": "First Cup",
            "level": "national_other",
            "category": "1 СПОРТИВНЫЙ РАЗРЯД, ДЕВОЧКИ, ДЕВУШКИ",
            "discipline": "singles",
            "age_group": "novice",
            "step": "rus_1sport",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": null,
            "birth_year_printed": null
          }
        ],
        "first_start": "2019-03-04",
        "last_start": "2026-09-24",
        "also_in_this_category": true,
        "spellings": [
          "Ekaterina Starostina",
          "Екатерина Михайловна СТАРОСТИНА",
          "Екатерина СТАРОСТИНА"
        ],
        "birth_years_printed": {
          "2011": 18
        },
        "clubs_printed": [
          "ГБУ ДО МАФКК школа Медведково, отд. Медведково",
          "ГБУ ДО МАФКК школа Медведково",
          "ГБУ ДО МАФКК школа Медведково / ГБУ ДО МАФКК школа Медведково",
          "ГБУ ДО Московская академия фигурного катания на",
          "ГБУ ДО Московская академия фигурного"
        ]
      },
      "alternatives": []
    }
  ]
}

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": 0.01827,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01827,
    "upstream_inference_prompt_cost": 0.01024,
    "upstream_inference_completions_cost": 0.00803
  },
  "total_tokens": 5923,
  "prompt_tokens": 5120,
  "completion_tokens": 803,
  "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
  }
}