LLM calls

sportstatsdb.com pipelines
time
2026-09-30 16:18:32
pipeline
isu_pipeline
run
jgppol2026
step
6 entries people
object
2136422 Claudia AMARO LETESTU / Marco AMARO LETESTU
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
6.36
prompt_tokens
4290
completion_tokens
685
cost_usd
0.01543
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
ba9df992-588d-4335-a167-13b96c654fc4

Answer

{
  "why": "The entry is a POR junior ice dance team. Both Claudia and Marco have exact-name cards (8880745 and 8880746) with POR junior dance results through 2026, matching the entry's flag, discipline and age group. Marco's card also carries birth date 2008-02-06, which matches the ISU profile. The alternative cards (8937514 Claudia LETESTU, 8937515 Marco LETESTU) are the older FRA-era cards with the shorter name, plus some recent POR results. They are probably duplicates of the same people, but the exact printed name matches the AMARO LETESTU cards, so those are chosen. The loader_guess mixes 8880746 with 8937514, which is inconsistent. The split is clear: the JGP Turkey and Sofia Trophy results for Claudia sit on 8937514 while her other POR results sit on 8880745, so her results are spread over two cards.",
  "cards": [
    8880745,
    8880746
  ],
  "followups": [
    {
      "card": 8937514,
      "issue": "Probable duplicate of card 8880745 (Claudia AMARO LETESTU): same skater, with FRA-era results as Claudia LETESTU plus POR results in 2026 (JGP Turkey, Sofia Trophy) that belong with the AMARO LETESTU card.",
      "suggestion": "Verify against the ISU profile (claudia-amaro-letestu, born 2008-02-06) and merge 8937514 into 8880745, or the reverse, and set the birth date."
    },
    {
      "card": 8937515,
      "issue": "Probable duplicate of card 8880746 (Marco AMARO LETESTU): the older FRA-era results under Marco LETESTU, with the same partner.",
      "suggestion": "Merge into 8880746, which already has birth date 2008-02-06 matching the ISU profile."
    },
    {
      "card": 8880745,
      "issue": "Birth date missing, while the ISU profile gives 2008-02-06.",
      "suggestion": "Set birth date 2008-02-06 after confirming the identity."
    }
  ],
  "confidence": "medium"
}

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": "Claudia AMARO LETESTU / Marco AMARO LETESTU",
    "event": "Junior Grand Prix Poland, 2026-10-08",
    "category": "Junior Ice Dance",
    "discipline": "dance",
    "age_group": "junior",
    "step": null,
    "flag": "POR",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "claudia-amaro-letestu",
      "name": "Claudia AMARO LETESTU",
      "birth_date": "2008-02-06",
      "place_of_birth": "Aveiro",
      "country": "POR",
      "club": "USF Fontenay-sous-Bois",
      "gender": "F"
    },
    {
      "slug": "marco-amaro-letestu",
      "name": "Marco AMARO LETESTU",
      "birth_date": "2008-02-06",
      "place_of_birth": "Aveiro",
      "country": "POR",
      "club": "USF Fontenay-sous-Bois",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8880746,
    8937514
  ],
  "people": [
    {
      "printed": "Claudia AMARO LETESTU",
      "candidates": [
        {
          "card": 8880745,
          "name": "Claudia AMARO LETESTU",
          "latin": "Claudia AMARO LETESTU",
          "gender": "women",
          "birth_date": null,
          "results_total": 9,
          "last_starts": [
            {
              "date": "2026-01-22",
              "event": "Challenge Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 11,
              "total": "108.22",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2025-11-25",
              "event": "Tallinn Trophy",
              "level": "challenger",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 13,
              "total": "98.17",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2025-11-14",
              "event": "Pavel Roman Memorial",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 7,
              "total": "121.95",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2025-09-23",
              "event": "Junior Grand Prix Azerbaijan",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 13,
              "total": "107.48",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2025-09-03",
              "event": "Junior Grand Prix Italy",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 15,
              "total": "112.74",
              "partner": "Marco AMARO LETESTU"
            }
          ]
        },
        {
          "card": 8937514,
          "name": "Claudia LETESTU",
          "latin": "Claudia LETESTU",
          "gender": "women",
          "birth_date": null,
          "results_total": 12,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 18,
              "total": "106.33",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2026-01-06",
              "event": "Sofia Trophy",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 9,
              "total": "117.77",
              "partner": "Marco AMARO LETESTU"
            },
            {
              "date": "2024-01-12",
              "event": "Championnats de France Juniors",
              "level": "national_junior",
              "category": "National Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "BEL-ASM/BEL-ASM",
              "flag": "FRA",
              "place": 13,
              "total": "101.97",
              "partner": "Marco LETESTU"
            },
            {
              "date": "2023-11-11",
              "event": "Tournoi de France",
              "level": "national_other",
              "category": "Couples JUNIORS",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "BEL-ASM/BEL-ASM",
              "flag": "FRA",
              "place": 7,
              "total": "96.62",
              "partner": "Marco LETESTU"
            },
            {
              "date": "2023-01-31",
              "event": "Bavarian Open",
              "level": "international_other",
              "category": "Advanced Novice Ice Dance",
              "discipline": "dance",
              "age_group": "novice",
              "step": "isu_adv_nov",
              "club": null,
              "flag": "FRA",
              "place": 10,
              "total": "92.25",
              "partner": "Marco LETESTU"
            }
          ]
        }
      ]
    },
    {
      "printed": "Marco AMARO LETESTU",
      "candidates": [
        {
          "card": 8880746,
          "name": "Marco AMARO LETESTU",
          "latin": "Marco AMARO LETESTU",
          "gender": "men",
          "birth_date": "2008-02-06",
          "results_total": 11,
          "last_starts": [
            {
              "date": "2026-09-17",
              "event": "Junior Grand Prix Turkey",
              "level": "gp_stage",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 18,
              "total": "106.33",
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2026-01-22",
              "event": "Challenge Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 11,
              "total": "108.22",
              "partner": "Claudia AMARO LETESTU"
            },
            {
              "date": "2026-01-06",
              "event": "Sofia Trophy",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 9,
              "total": "117.77",
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2025-11-25",
              "event": "Tallinn Trophy",
              "level": "challenger",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 13,
              "total": "98.17",
              "partner": "Claudia AMARO LETESTU"
            },
            {
              "date": "2025-11-14",
              "event": "Pavel Roman Memorial",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "POR",
              "place": 7,
              "total": "121.95",
              "partner": "Claudia AMARO LETESTU"
            }
          ]
        },
        {
          "card": 8937515,
          "name": "Marco LETESTU",
          "latin": "Marco LETESTU",
          "gender": "men",
          "birth_date": null,
          "results_total": 10,
          "last_starts": [
            {
              "date": "2024-01-12",
              "event": "Championnats de France Juniors",
              "level": "national_junior",
              "category": "National Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "BEL-ASM/BEL-ASM",
              "flag": "FRA",
              "place": 13,
              "total": "101.97",
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2023-11-11",
              "event": "Tournoi de France",
              "level": "national_other",
              "category": "Couples JUNIORS",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "BEL-ASM/BEL-ASM",
              "flag": "FRA",
              "place": 7,
              "total": "96.62",
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2023-01-31",
              "event": "Bavarian Open",
              "level": "international_other",
              "category": "Advanced Novice Ice Dance",
              "discipline": "dance",
              "age_group": "novice",
              "step": "isu_adv_nov",
              "club": null,
              "flag": "FRA",
              "place": 10,
              "total": "92.25",
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2019-11-23",
              "event": "Tournoi de France J1",
              "level": "national_other",
              "category": "COUPLES MINIMES",
              "discipline": "dance",
              "age_group": "novice",
              "step": null,
              "club": "BEL",
              "flag": "FRA",
              "place": null,
              "total": null,
              "partner": "Claudia LETESTU"
            },
            {
              "date": "2019-03-22",
              "event": "Championnats de France de Danse sur Glace",
              "level": "national_other",
              "category": "Benjamin",
              "discipline": "dance",
              "age_group": "novice",
              "step": "development",
              "club": "BEL",
              "flag": "FRA",
              "place": 12,
              "total": "32.89",
              "partner": "Claudia LETESTU"
            }
          ]
        }
      ]
    }
  ]
}

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": 0.01543,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01543,
    "upstream_inference_prompt_cost": 0.00858,
    "upstream_inference_completions_cost": 0.00685
  },
  "total_tokens": 4975,
  "prompt_tokens": 4290,
  "completion_tokens": 685,
  "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
  }
}