- time
- 2026-09-30 16:21:52
- pipeline
- isu_pipeline
- run
- gpusa2026
- step
- 6 entries people
- object
- 2136454 Audrey SHIN / Spencer Akira HOWE
- model_requested
- anthropic/claude-sonnet-5.5
- model_returned
- anthropic/claude-sonnet-5.5
- provider
- Claude Platform on AWS
- latency_s
- 3.61
- prompt_tokens
- 2830
- completion_tokens
- 365
- cost_usd
- 0.00931
- finish_reason
- stop
- json_error
- False
- review_verdict
- review_note
- call_id
- 6c0bbf73-1062-40e5-a80d-991dc82819d0
Answer
{
"why": "Audrey SHIN: card 8850452 has the same birth date as the ISU profile (2004-03-12), USA flag, senior pairs results, and recent starts with Spencer Akira HOWE (Nebelhorn and John Nicks 2026). Card 9650778 is a 2020 novice singles record with no birth date and only 2 results, so it is a different or unrelated record. Spencer Akira HOWE: the only candidate, card 8853664, has the matching birth date (1996-09-11), USA flag, senior pairs, and recent starts with Audrey SHIN. Both match the loader guess.",
"cards": [
8850452,
8853664
],
"followups": [
{
"card": 9650778,
"issue": "Card 'Audrey Shin' has 2020 novice singles results (USA) and no birth date; it could be a duplicate of card 8850452 (Audrey SHIN, b. 2004), who would have been about 16 in 2020.",
"suggestion": "Check whether this card is the same skater in her novice years and, if so, merge it into 8850452."
}
],
"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": "Audrey SHIN / Spencer Akira HOWE",
"event": "Skate America, 2026-11-13",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"flag": "USA",
"isu_number_printed": null
},
"isu_biography": [],
"isu_profiles": [
{
"slug": "audrey-shin",
"name": "Audrey SHIN",
"birth_date": "2004-03-12",
"place_of_birth": "Smithtown, New York",
"country": "USA",
"club": "SC of New York",
"gender": "F"
},
{
"slug": "spencer-akira-howe",
"name": "Spencer Akira HOWE",
"birth_date": "1996-09-11",
"place_of_birth": "Burbank USA",
"country": "USA",
"club": "",
"gender": "M"
}
],
"loader_guess": [
8850452,
8853664
],
"people": [
{
"printed": "Audrey SHIN",
"candidates": [
{
"card": 8850452,
"name": "Audrey SHIN",
"latin": "Audrey SHIN",
"gender": "women",
"birth_date": "2004-03-12",
"results_total": 63,
"last_starts": [
{
"date": "2026-09-23",
"event": "Nebelhorn Trophy",
"level": "challenger",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "66.46",
"partner": "Spencer Akira HOWE"
},
{
"date": "2026-09-11",
"event": "ISU John Nicks Pairs International",
"level": "challenger",
"category": "ISU John Nicks Pairs International Challenger Series - Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "183.81",
"partner": "Spencer Akira HOWE"
},
{
"date": "2026-01-21",
"event": "Four Continents Championships",
"level": "continental",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 7,
"total": "176.40",
"partner": "Balazs NAGY"
},
{
"date": "2025-12-03",
"event": "Golden Spin of Zagreb",
"level": "challenger",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 1,
"total": "194.00",
"partner": "Balazs NAGY"
},
{
"date": "2025-12-03",
"event": "CS Golden Spin",
"level": "challenger",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": null,
"total": null,
"partner": "Balazs NAGY"
}
]
},
{
"card": 9650778,
"name": "Audrey Shin",
"latin": "Audrey Shin",
"gender": "women",
"birth_date": null,
"results_total": 2,
"last_starts": [
{
"date": "2020-08-14",
"event": "Cup of Colorado",
"level": "national_other",
"category": "2020 Cup of Colorado",
"discipline": "singles",
"age_group": "novice",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "67.32",
"partner": null
},
{
"date": "2020-08-14",
"event": "Cup of Colorado",
"level": "national_other",
"category": "2020 Cup of Colorado",
"discipline": "singles",
"age_group": "novice",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "99.93",
"partner": null
}
]
}
]
},
{
"printed": "Spencer Akira HOWE",
"candidates": [
{
"card": 8853664,
"name": "Spencer Akira HOWE",
"latin": "Spencer Akira HOWE",
"gender": "men",
"birth_date": "1996-09-11",
"results_total": 56,
"last_starts": [
{
"date": "2026-09-23",
"event": "Nebelhorn Trophy",
"level": "challenger",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "66.46",
"partner": "Audrey SHIN"
},
{
"date": "2026-09-11",
"event": "ISU John Nicks Pairs International",
"level": "challenger",
"category": "ISU John Nicks Pairs International Challenger Series - Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 2,
"total": "183.81",
"partner": "Audrey SHIN"
},
{
"date": "2026-03-24",
"event": "World Championships",
"level": "worlds",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 16,
"total": "169.91",
"partner": "Emily CHAN"
},
{
"date": "2026-02-06",
"event": "Olympic Games",
"level": "olympics",
"category": "Pair Skating",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 7,
"total": "200.31",
"partner": "Emily CHAN"
},
{
"date": "2025-11-13",
"event": "Skate America",
"level": "gp_stage",
"category": "Pairs",
"discipline": "pairs",
"age_group": "senior",
"step": null,
"club": null,
"flag": "USA",
"place": 4,
"total": "180.02",
"partner": "Emily CHAN"
}
]
}
]
}
]
}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": 0.00931,
"is_byok": false,
"cost_details": {
"upstream_inference_cost": 0.00931,
"upstream_inference_prompt_cost": 0.00566,
"upstream_inference_completions_cost": 0.00365
},
"total_tokens": 3195,
"prompt_tokens": 2830,
"completion_tokens": 365,
"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
}
}