LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:56:52
pipeline
isu_pipeline
run
cskaz2026
step
6 entries people
object
2136400 Ruiyang ZHANG
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.25
prompt_tokens
2049
completion_tokens
211
cost_usd
0.006208
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
75ea493a-a9ea-47f1-9d64-fac0ad2d585f

Answer

{
  "why": "The entry is Women singles, senior, CHN. Card 8854106 is a women's card with birth date 2007-12-21, which matches the ISU profile for Ruiyang ZHANG (F, CHN, born 2007-12-21). Its recent record is senior women's singles for CHN (2026 Worlds, Olympics, Four Continents, Chinese Championships), consistent with the entry. The other two candidates (9300053, 9300057) are men's cards with junior/men's categories, so they do not fit a women's entry. The loader guess also agrees.",
  "cards": [
    8854106
  ],
  "followups": [],
  "confidence": "high"
}

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": "Ruiyang ZHANG",
    "event": "Denis Ten Memorial Challenge, 2026-10-07",
    "category": "Women",
    "discipline": "singles",
    "age_group": "senior",
    "step": null,
    "flag": "CHN",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "ruiyang-zhang-1",
      "name": "Ruiyang ZHANG",
      "birth_date": "2007-12-21",
      "place_of_birth": "Beijing",
      "country": "CHN",
      "club": "Beijing Century Star Ice Skating Club",
      "gender": "F"
    }
  ],
  "loader_guess": [
    8854106
  ],
  "people": [
    {
      "printed": "Ruiyang ZHANG",
      "candidates": [
        {
          "card": 8854106,
          "name": "Ruiyang ZHANG",
          "latin": "Ruiyang ZHANG",
          "gender": "women",
          "birth_date": "2007-12-21",
          "results_total": 13,
          "last_starts": [
            {
              "date": "2026-03-24",
              "event": "World Championships",
              "level": "worlds",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 16,
              "total": "178.13",
              "partner": null
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games",
              "level": "olympics",
              "category": "Women Single Skating",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 19,
              "total": "178.03",
              "partner": null
            },
            {
              "date": "2026-02-06",
              "event": "Olympic Games Team Event",
              "level": "olympics",
              "category": "Team Ladies",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": null,
              "total": null,
              "partner": null
            },
            {
              "date": "2026-01-21",
              "event": "Four Continents Championships",
              "level": "continental",
              "category": "Women",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 10,
              "total": "178.61",
              "partner": null
            },
            {
              "date": "2025-12-25",
              "event": "Chinese Championships",
              "level": "national_champs",
              "category": "Ladies",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 2,
              "total": null,
              "partner": null
            }
          ]
        },
        {
          "card": 9300053,
          "name": "Ruiyang ZHANG",
          "latin": "Ruiyang ZHANG",
          "gender": "men",
          "birth_date": null,
          "results_total": 2,
          "last_starts": [
            {
              "date": "2025-08-01",
              "event": "Asian Open Figure Skating Trophy",
              "level": "international_other",
              "category": "Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 10,
              "total": "138.60",
              "partner": null
            },
            {
              "date": "2024-10-09",
              "event": "Junior Grand Prix China",
              "level": "gp_stage",
              "category": "Junior Men",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 12,
              "total": "153.44",
              "partner": null
            }
          ]
        },
        {
          "card": 9300057,
          "name": "Zhang Ruiyang",
          "latin": "Zhang Ruiyang",
          "gender": "men",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": "2023-12-21",
              "event": "Chinese Championships",
              "level": "national_champs",
              "category": "Men",
              "discipline": "singles",
              "age_group": "senior",
              "step": null,
              "club": null,
              "flag": "CHN",
              "place": 20,
              "total": "144.11",
              "partner": null
            }
          ]
        }
      ]
    }
  ]
}

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": 0.006208,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.006208,
    "upstream_inference_prompt_cost": 0.004098,
    "upstream_inference_completions_cost": 0.00211
  },
  "total_tokens": 2260,
  "prompt_tokens": 2049,
  "completion_tokens": 211,
  "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
  }
}