LLM calls

sportstatsdb.com pipelines
time
2026-09-30 22:53:26
pipeline
isu_pipeline
run
pilot_20260930_2251
step
people_llm
object
София КАСИНС
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
4.86
prompt_tokens
2140
completion_tokens
406
cost_usd
0.00834
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
81200222-c2a6-4e54-8f9b-756cc171b0f0

Answer

{
  "why": "The printed name \"София КАСИНС\" is the same as a spelling already recorded on card 8902311, and there are no alternative cards. KASINS is a rare surname, so a namesake is unlikely. The card has no birth date and its recent results are pairs at junior/senior level in 2025-2026 with Tamara Moskvina's club in St. Petersburg. The row is a 2021 St. Petersburg novice singles event, so the region matches. A girl skating pairs in 2026 could plausibly have skated singles at an older-novice level five years earlier. The low scores (SP 38.45, FS 23.66) fit a beginner-level singles skater. The card has 32 results and I can't see the 2021 ones, so continuity can't be fully confirmed. Nothing contradicts the link, and no other card is available.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 8902311,
      "issue": "Birth date is missing, so age-category consistency can't be checked against the 2021 'older girls' novice category.",
      "suggestion": "Fill in the birth date from a protocol or federation source and confirm that the 2021 singles results belong to the same skater as the current pairs career."
    }
  ],
  "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": "София КАСИНС",
    "event": "Первенство СПб среди девушек и юношей (мл/взр), Санкт-Петербург, 2021-02-08",
    "category": "Дeвушки старший возраст",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_older",
    "flag": "RUS",
    "club_or_region_printed": null,
    "place": 21,
    "total": "38.45",
    "segments": {
      "SP": "38.45",
      "FS": "23.66"
    }
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 8902311,
        "name": "София Диана КАСИНС",
        "latin": "Sofiya Diana KASINS",
        "gender": "women",
        "birth_date": null,
        "results_total": 32,
        "last_starts": [
          {
            "date": "2026-09-03",
            "event": "Saint Petersburg Cup Stage 1",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ МС МУЖЧИНЫ, ЖЕНЩИНЫ",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": null,
            "flag": "RUS",
            "place": 1,
            "total": "176.75",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-03-04",
            "event": "Federation Cup Juniors",
            "level": "national_other",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СК ФК Тамары Москвиной",
            "flag": "RUS",
            "place": 3,
            "total": "186.06",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-02-14",
            "event": "Saint Petersburg Championships",
            "level": "national_other",
            "category": "Парное катание, МС, Мужчины, Женщины",
            "discipline": "pairs",
            "age_group": "senior",
            "step": "rus_ms",
            "club": "Санкт-Петербург, АНО СКФК Тамары Москвиной / Санкт-Петербург, АНО СКФК Тамары Москвиной",
            "flag": "RUS",
            "place": 3,
            "total": "191.61",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-02-04",
            "event": "Russian Junior Championships",
            "level": "national_junior",
            "category": "Парное катание, КМС",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "Санкт-Петербург, СК ФК Тамары Москвиной",
            "flag": "RUS",
            "place": 6,
            "total": "171.22",
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2026-01-19",
            "event": "Grushmana Memorial",
            "level": "national_other",
            "category": "ПАРНОЕ КАТАНИЕ KMC ЮНИОРЫ (13-21 ГОД), ЮНИОРКИ (13-19 ЛЕТ)",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": null,
            "flag": "RUS",
            "place": null,
            "total": null,
            "partner": "Aleksandr BREGEY"
          },
          {
            "date": "2025-11-24",
            "event": "Federation Cup",
            "level": "national_other",
            "category": "Парное катание, КМС, Юниорки, Юниоры",
            "discipline": "pairs",
            "age_group": "junior",
            "step": "rus_kms",
            "club": "АНО СКФК Тамары Москвиной",
            "flag": "RUS",
            "place": 1,
            "total": "181.70",
            "partner": "Aleksandr BREGEY"
          }
        ],
        "spellings": [
          "Sofiya Diana KASINS",
          "Sofiya Diana Stivenovna KASINS",
          "Sofiya KASINS",
          "София Диана КАСИНС",
          "София Диана Стивеновна КАСИНС",
          "София КАСИНС"
        ]
      },
      "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": "...", "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": 0.00834,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.00834,
    "upstream_inference_prompt_cost": 0.00428,
    "upstream_inference_completions_cost": 0.00406
  },
  "total_tokens": 2546,
  "prompt_tokens": 2140,
  "completion_tokens": 406,
  "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
  }
}