LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:42:49
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Анна Эдуардовна ОВЕЧКО
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
9.14
prompt_tokens
2253
completion_tokens
527
cost_usd
0.004888
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
83612ab1-d993-4e5d-acd2-4269d62d3399

Answer

{
  "why": "The current card 9723972 has only 1 result and no birth date. The alternative card 9583526 has 18 results with consistent history in the same discipline (singles, novice age group) and the same step (rus_2sport). Card 9583526 shows results from 2022-2023 in Moscow Region competitions, with the most recent being 2023-10-21 at rus_2sport level. The row is from 2024-11-21, which is a natural progression. The name difference (with/without patronymic) is normal in Russian protocols. The club difference (ООО СК Триумф vs Балашиха СШОР) could indicate a club change, which is plausible over a year. The score progression is consistent: card 9583526 shows scores in the 86-132 range in 2022-2023, and the current row shows SP 31.97 + FS 53.15 = 85.12, which is reasonable progression. The birth year 2013 from card 9583526 would make the skater 10-11 years old in 2024, appropriate for the novice age group and rus_2sport category.",
  "card": 9583526,
  "slot": 0,
  "decision": "card",
  "followups": [
    {
      "card": 9723972,
      "issue": "Card 9723972 appears to be a duplicate or incomplete record of the same person as card 9583526. It has only 1 result and lacks birth date information.",
      "suggestion": "Consider merging card 9723972 into card 9583526 or removing it as a duplicate."
    },
    {
      "card": 9583526,
      "issue": "Club change from Балашиха СШОР (2022-2023) to ООО СК Триумф (2024) should be verified.",
      "suggestion": "Confirm whether the athlete transferred clubs between late 2023 and November 2024."
    }
  ],
  "confidence": "high",
  "same_person": []
}

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": "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": "...", "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.

Raw model text

```json
{
  "decision": "card",
  "slot": 0,
  "card": 9583526,
  "confidence": "high",
  "why": "The current card 9723972 has only 1 result and no birth date. The alternative card 9583526 has 18 results with consistent history in the same discipline (singles, novice age group) and the same step (rus_2sport). Card 9583526 shows results from 2022-2023 in Moscow Region competitions, with the most recent being 2023-10-21 at rus_2sport level. The row is from 2024-11-21, which is a natural progression. The name difference (with/without patronymic) is normal in Russian protocols. The club difference (ООО СК Триумф vs Балашиха СШОР) could indicate a club change, which is plausible over a year. The score progression is consistent: card 9583526 shows scores in the 86-132 range in 2022-2023, and the current row shows SP 31.97 + FS 53.15 = 85.12, which is reasonable progression. The birth year 2013 from card 9583526 would make the skater 10-11 years old in 2024, appropriate for the novice age group and rus_2sport category.",
  "slot": 0,
  "same_person": [],
  "followups": [
    {
      "card": 9723972,
      "issue": "Card 9723972 appears to be a duplicate or incomplete record of the same person as card 9583526. It has only 1 result and lacks birth date information.",
      "suggestion": "Consider merging card 9723972 into card 9583526 or removing it as a duplicate."
    },
    {
      "card": 9583526,
      "issue": "Club change from Балашиха СШОР (2022-2023) to ООО СК Триумф (2024) should be verified.",
      "suggestion": "Confirm whether the athlete transferred clubs between late 2023 and November 2024."
    }
  ]
}
```

Usage

{
  "cost": 0.004888,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.004888,
    "upstream_inference_prompt_cost": 0.002253,
    "upstream_inference_completions_cost": 0.002635
  },
  "total_tokens": 2780,
  "prompt_tokens": 2253,
  "completion_tokens": 527,
  "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
  }
}