LLM calls

sportstatsdb.com pipelines
time
2026-09-30 23:43:18
pipeline
isu_pipeline
run
pilot_20260930_2338
step
people_llm
object
Вероника Александровна АНИСЕНКО
model_requested
anthropic/claude-haiku-4.5
model_returned
anthropic/claude-haiku-4.5
provider
Amazon Bedrock
latency_s
7.69
prompt_tokens
1453
completion_tokens
742
cost_usd
0.005163
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
1b22e7db-0acd-4ae6-ab6d-ac5fefa7b2c7

Answer

{
  "why": "The current card 9723961 matches the printed name 'Вероника Александровна АНИСЕНКО' exactly, including the patronymic. The club 'ГБУ ДО Московская академия фигурного катания на' matches the clubs_printed on the current card. The event is in the novice age group (3 Юношеский разряд) which is consistent with a young skater. Alternative card 9663164 (ДЕНИСЕНКО) has a different surname and last competed in 2011, making it unlikely to be the same person competing in 2025. Alternative card 9633359 (АНИСЕНКО without patronymic) competed in February 2025 at a beginner level with a score of 8.76, while the current row shows a score of 11.19 in November 2025 at a higher category (3 Юношеский разряд vs Юный фигуриcт гр. 7). The progression from beginner to 3rd youth rank within 9 months is plausible for a young skater. However, without birth dates, there is some uncertainty whether card 9633359 and the current card represent the same person or different people with the same surname. The inclusion of the patronymic 'Александровна' in the current card and the exact club match support keeping the current card.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9723961,
      "issue": "No birth date recorded; should verify age eligibility for 3 Юношеский разряд category",
      "suggestion": "Obtain birth date to confirm age appropriateness for the category"
    },
    {
      "card": 9633359,
      "issue": "Possible duplicate or same person as card 9723961; card 9633359 lacks patronymic and club information",
      "suggestion": "Cross-reference cards 9723961 and 9633359 to determine if they represent the same athlete or different namesakes"
    }
  ],
  "confidence": "medium",
  "same_person": [
    {
      "why": "Both cards are for 'Вероника АНISENKO' competing in singles at novice level in Russia. Card 9633359 competed in February 2025 (beginner level, score 8.76) and the current row is from November 2025 (3rd youth rank, score 11.19). The progression in level and score is plausible for a young skater over 9 months. However, card 9723961 has the patronymic 'Александровна' while card 9633359 does not list it. Without birth dates or more identifying information, it's unclear if these are the same person or different namesakes. The club information on 9723961 matches the current row, but 9633359 has no club listed.",
      "cards": [
        9723961,
        9633359
      ],
      "confidence": "low"
    }
  ]
}

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": "Вероника Александровна АНИСЕНКО",
    "event": "Фестиваль Осенняя Столица, Москва, 2025-11-22",
    "category": "3 Юношеский разряд, Девочки, Девушки",
    "discipline": "singles",
    "age_group": "novice",
    "step": "rus_3youth",
    "flag": "RUS",
    "club_or_region_printed": "ГБУ ДО Московская академия фигурного катания на",
    "place": 21,
    "total": "11.19",
    "segments": {
      "FS": "11.19"
    },
    "birth_years_printed": [],
    "category_years": []
  },
  "people_on_row": [
    {
      "current_card": {
        "card": 9723961,
        "name": "Вероника Александровна АНИСЕНКО",
        "latin": "Veronika Aleksandrovna ANISENKO",
        "gender": "women",
        "birth_date": null,
        "results_total": 1,
        "last_starts": [],
        "spellings": [
          "Вероника Александровна АНИСЕНКО"
        ],
        "birth_years_printed": {},
        "clubs_printed": [
          "ГБУ ДО Московская академия фигурного катания на"
        ]
      },
      "alternatives": [
        {
          "card": 9663164,
          "name": "Вероника ДЕНИСЕНКО",
          "latin": "Veronika DENISENKO",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2011-11-20",
              "event": "Pervouralsk Junior Championships",
              "level": "national_other",
              "category": "1-й спортивный, девушки (1sf)",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_1sport",
              "club": null,
              "flag": "RUS",
              "place": 19,
              "total": "75.88",
              "partner": null
            }
          ],
          "spellings": [
            "Вероника ДЕНИСЕНКО"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        },
        {
          "card": 9633359,
          "name": "Вероника АНИСЕНКО",
          "latin": "Veronika Anisenko",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2025-02-18",
              "event": "Diamond Ice Festival",
              "level": "national_other",
              "category": "Юный фигуриcт, гр. 7, Девочки",
              "discipline": "singles",
              "age_group": "novice",
              "step": "rus_beginner",
              "club": null,
              "flag": "RUS",
              "place": 3,
              "total": "8.76",
              "partner": null
            }
          ],
          "spellings": [
            "Вероника АНИСЕНКО"
          ],
          "birth_years_printed": {},
          "clubs_printed": []
        }
      ]
    }
  ]
}

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": "keep",
  "slot": null,
  "card": null,
  "confidence": "medium",
  "why": "The current card 9723961 matches the printed name 'Вероника Александровна АНИСЕНКО' exactly, including the patronymic. The club 'ГБУ ДО Московская академия фигурного катания на' matches the clubs_printed on the current card. The event is in the novice age group (3 Юношеский разряд) which is consistent with a young skater. Alternative card 9663164 (ДЕНИСЕНКО) has a different surname and last competed in 2011, making it unlikely to be the same person competing in 2025. Alternative card 9633359 (АНИСЕНКО without patronymic) competed in February 2025 at a beginner level with a score of 8.76, while the current row shows a score of 11.19 in November 2025 at a higher category (3 Юношеский разряд vs Юный фигуриcт гр. 7). The progression from beginner to 3rd youth rank within 9 months is plausible for a young skater. However, without birth dates, there is some uncertainty whether card 9633359 and the current card represent the same person or different people with the same surname. The inclusion of the patronymic 'Александровна' in the current card and the exact club match support keeping the current card.",
  "same_person": [
    {
      "cards": [9723961, 9633359],
      "confidence": "low",
      "why": "Both cards are for 'Вероника АНISENKO' competing in singles at novice level in Russia. Card 9633359 competed in February 2025 (beginner level, score 8.76) and the current row is from November 2025 (3rd youth rank, score 11.19). The progression in level and score is plausible for a young skater over 9 months. However, card 9723961 has the patronymic 'Александровна' while card 9633359 does not list it. Without birth dates or more identifying information, it's unclear if these are the same person or different namesakes. The club information on 9723961 matches the current row, but 9633359 has no club listed."
    }
  ],
  "followups": [
    {
      "card": 9723961,
      "issue": "No birth date recorded; should verify age eligibility for 3 Юношеский разряд category",
      "suggestion": "Obtain birth date to confirm age appropriateness for the category"
    },
    {
      "card": 9633359,
      "issue": "Possible duplicate or same person as card 9723961; card 9633359 lacks patronymic and club information",
      "suggestion": "Cross-reference cards 9723961 and 9633359 to determine if they represent the same athlete or different namesakes"
    }
  ]
}
```

Usage

{
  "cost": 0.005163,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.005163,
    "upstream_inference_prompt_cost": 0.001453,
    "upstream_inference_completions_cost": 0.00371
  },
  "total_tokens": 2195,
  "prompt_tokens": 1453,
  "completion_tokens": 742,
  "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
  }
}