LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:31:06
pipeline
isu_pipeline
run
csgeo2026
step
6 entries people
object
2135577 Viktoryia PLASKONNAYA / Uladzislau SYTSIK
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
8.2
prompt_tokens
2774
completion_tokens
692
cost_usd
0.012468
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
538aa333-d06f-42fe-8a14-41250087abbc

Answer

{
  "why": "Plaskonnaya: the only candidate (8895792) has a matching birth date (2007-07-14), the same discipline (dance) and the same partner. Her name differs only by transliteration. Sytsik: two candidates. Card 8882934 (Uladzislau SYTSIK) matches the printed name exactly but has a single result, from 2022 (Olympic Youth Days), skating with Viktoryis Plaskonnaya. Card 8928626 (Vladislav SYTIK) has 80 results and is current, with the same partner in every start through 2026-09-10 (senior ice dance, BLR), so it is clearly the active partner of Plaskonnaya. The names differ (Vladislav vs Uladzislau, SYTIK vs SYTSIK), but these are transliteration variants of the same Belarusian name, and the recent-season and partner evidence points to 8928626. Both SYTSIK/SYTIK cards have no birth date, so it can't be confirmed against the ISU biography (2004-07-13). The loader guess agrees. The old card 8882934 is very likely the same person, so this is a probable duplicate card.",
  "cards": [
    8895792,
    8928626
  ],
  "followups": [
    {
      "card": 8928626,
      "issue": "Birth date missing; ISU biography gives 2004-07-13 for Uladzislau SYTSIK. The name is spelled Vladislav SYTIK on this card.",
      "suggestion": "Verify with the ISU number isufs00124033 and add the birth date. Consider normalizing the name to ISU spelling."
    },
    {
      "card": 8882934,
      "issue": "Probable duplicate of card 8928626 (same skater, partner Plaskonnaya in 2022, name spelling variant).",
      "suggestion": "Check and merge into 8928626 if confirmed."
    },
    {
      "card": 8895792,
      "issue": "The name is spelled Viktoriya, but the entry and ISU have Viktoryia. The partner appears as Viktoryis/Viktoriya on other records.",
      "suggestion": "Normalize the spelling to the ISU form."
    }
  ],
  "confidence": "medium"
}

Task

This is an entry (registration) for an upcoming competition, before any results. Link each person on the entry to one of their candidate cards (same or similar name), or to null if none of the listed candidates fits. Nothing is created here: an entry may stay without a card, and the person is settled when the results arrive with more evidence (ISU number, scores). Compare flag, discipline, age group, level, recent seasons and birth date with the entry. 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 possible duplicate card, a wrong birth date) into `followups` — you do not apply them.

Dossier

{
  "entry": {
    "printed": "Viktoryia PLASKONNAYA / Uladzislau SYTSIK",
    "event": "Trialeti Trophy, 2026-09-30",
    "category": "Ice Dance",
    "discipline": "dance",
    "age_group": "senior",
    "step": null,
    "flag": "AIN1",
    "isu_number_printed": "isufs00124033"
  },
  "isu_biography": [
    [
      "Viktoryia PLASKONNAYA",
      "2007-07-14"
    ],
    [
      "Uladzislau SYTSIK",
      "2004-07-13"
    ]
  ],
  "loader_guess": [
    8895792,
    8928626
  ],
  "people": [
    {
      "printed": "Viktoryia PLASKONNAYA",
      "candidates": [
        {
          "card": 8895792,
          "name": "Viktoriya PLASKONNAYA",
          "latin": "Viktoriya PLASKONNAYA",
          "gender": "women",
          "birth_date": "2007-07-14",
          "results_total": 61,
          "last_starts": [
            {
              "date": "2026-09-10",
              "event": "Belarus Open Cup 1",
              "level": "national_other",
              "category": "MS - Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 2,
              "total": "155.38",
              "partner": "Vladislav SYTIK"
            },
            {
              "date": "2026-04-05",
              "event": "Commonwealth Cup",
              "level": "national_other",
              "category": "Танцы на льду, КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "Минск, РЦОП по ЗВС \"Раубичи\"",
              "flag": "RUS",
              "place": 4,
              "total": "150.30",
              "partner": "Vladislav SYTIK"
            },
            {
              "date": "2026-03-12",
              "event": "Belarus Open Cup Final",
              "level": "national_other",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "147.09",
              "partner": "Vladislav SYTIK"
            },
            {
              "date": "2026-02-12",
              "event": "Belarus Open Cup 4",
              "level": "national_other",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "150.35",
              "partner": "Vladislav SYTIK"
            },
            {
              "date": "2026-01-19",
              "event": "Belarusian Junior Championships",
              "level": "national_junior",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "140.47",
              "partner": "Vladislav SYTIK"
            }
          ]
        }
      ]
    },
    {
      "printed": "Uladzislau SYTSIK",
      "candidates": [
        {
          "card": 8882934,
          "name": "Uladzislau SYTSIK",
          "latin": "Uladzislau SYTSIK",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2022-11-25",
              "event": "Olympic Youth Days Final",
              "level": "national_other",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "RCOP Mn./RCOP Mn.",
              "flag": "BLR",
              "place": 1,
              "total": "119.92",
              "partner": "Viktoryis PLASKONNAYA"
            }
          ]
        },
        {
          "card": 8928626,
          "name": "Vladislav SYTIK",
          "latin": "Vladislav SYTIK",
          "gender": "men",
          "birth_date": null,
          "results_total": 80,
          "last_starts": [
            {
              "date": "2026-09-10",
              "event": "Belarus Open Cup 1",
              "level": "national_other",
              "category": "MS - Ice Dance",
              "discipline": "dance",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 2,
              "total": "155.38",
              "partner": "Viktoriya PLASKONNAYA"
            },
            {
              "date": "2026-04-05",
              "event": "Commonwealth Cup",
              "level": "national_other",
              "category": "Танцы на льду, КМС",
              "discipline": "dance",
              "age_group": "junior",
              "step": "rus_kms",
              "club": "Минск, РЦОП по ЗВС \"Раубичи\"",
              "flag": "RUS",
              "place": 4,
              "total": "150.30",
              "partner": "Viktoriya PLASKONNAYA"
            },
            {
              "date": "2026-03-12",
              "event": "Belarus Open Cup Final",
              "level": "national_other",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "147.09",
              "partner": "Viktoriya PLASKONNAYA"
            },
            {
              "date": "2026-02-12",
              "event": "Belarus Open Cup 4",
              "level": "national_other",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "150.35",
              "partner": "Viktoriya PLASKONNAYA"
            },
            {
              "date": "2026-01-19",
              "event": "Belarusian Junior Championships",
              "level": "national_junior",
              "category": "KMS - Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "BLR",
              "place": 1,
              "total": "140.47",
              "partner": "Viktoriya PLASKONNAYA"
            }
          ]
        }
      ]
    }
  ]
}

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: {"cards": [<card id or null, one per person in the order of `people`>], "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": 0.012468,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.012468,
    "upstream_inference_prompt_cost": 0.005548,
    "upstream_inference_completions_cost": 0.00692
  },
  "total_tokens": 3466,
  "prompt_tokens": 2774,
  "completion_tokens": 692,
  "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
  }
}