LLM calls

sportstatsdb.com pipelines
time
2026-09-30 15:55:20
pipeline
isu_pipeline
run
jgpslo2026
step
6 entries people
object
2136398 Diane GALLIX / Elod EGYED-ZSIGMOND
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
8.44
prompt_tokens
3400
completion_tokens
979
cost_usd
0.01659
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
7fccb420-f2f6-44c4-a609-446910dc363e

Answer

{
  "why": "Diane GALLIX has only one candidate, card 8937507. Her birth date 2008-06-25 matches the ISU profile, and she competes for HUN in junior ice dance with Elod, so this link is solid. For Elod EGYED-ZSIGMOND there are two candidate cards that look like the same skater split in two. Card 8855475 carries the exact printed name, which matches the ISU profile slug, and it is the loader's guess. It also has his shared history with Diane from 2024 to Dec 2025, including the FRA seasons and the HUN starts. Card 8937508 ('Elod EGYED') holds the most recent 2026 starts with Diane, and Diane's own card lists those starts under 'Elod EGYED'. The two cards are therefore almost certainly one person. I chose 8855475 because of the exact name match, but the choice is uncertain since the latest results sit on the other card.",
  "cards": [
    8937507,
    8855475
  ],
  "followups": [
    {
      "card": 8855475,
      "issue": "Probable duplicate of card 8937508 'Elod EGYED'. Both have the same partner (Diane GALLIX), HUN flag, and junior ice dance starts, and their result dates do not overlap. Neither card has a birth date.",
      "suggestion": "Verify that they are the same skater and merge 8937508 into 8855475, or the reverse. Set the birth date to 2007-07-20 from the ISU profile and use the full name EGYED-ZSIGMOND."
    },
    {
      "card": 8937507,
      "issue": "Diane's results list her partner as 'Elod EGYED' in 2026 and 'Elod EGYED-ZSIGMOND' in 2025, which reflects the duplicate partner card.",
      "suggestion": "After the merge, check that her partner links all point to the single merged card."
    }
  ],
  "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": "Diane GALLIX / Elod EGYED-ZSIGMOND",
    "event": "Junior Grand Prix Slovenia, 2026-10-01",
    "category": "Junior Ice Dance",
    "discipline": "dance",
    "age_group": "junior",
    "step": null,
    "flag": "HUN",
    "isu_number_printed": null
  },
  "isu_biography": [],
  "isu_profiles": [
    {
      "slug": "diane-gallix",
      "name": "Diane GALLIX",
      "birth_date": "2008-06-25",
      "place_of_birth": "Ecully FRA",
      "country": "FRA",
      "club": "CSGL/HKA",
      "gender": "F"
    },
    {
      "slug": "elod-egyed-zsigmond",
      "name": "Elod EGYED-ZSIGMOND",
      "birth_date": "2007-07-20",
      "place_of_birth": "Vaulx-en-Velin FRA",
      "country": "HUN",
      "club": "CSGL ",
      "gender": "M"
    }
  ],
  "loader_guess": [
    8855475,
    8937507
  ],
  "people": [
    {
      "printed": "Diane GALLIX",
      "candidates": [
        {
          "card": 8937507,
          "name": "Diane GALLIX",
          "latin": "Diane GALLIX",
          "gender": "women",
          "birth_date": "2008-06-25",
          "results_total": 26,
          "last_starts": [
            {
              "date": "2026-09-03",
              "event": "Bolero Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 10,
              "total": "97.90",
              "partner": "Elod EGYED"
            },
            {
              "date": "2026-08-08",
              "event": "Magyar Tesztverseny",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "HKA/HKA",
              "flag": "HUN",
              "place": 3,
              "total": "116.42",
              "partner": "Elod EGYED"
            },
            {
              "date": "2026-02-14",
              "event": "Finnish Ice Dance Open",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 8,
              "total": "118.17",
              "partner": "Elod EGYED"
            },
            {
              "date": "2025-12-11",
              "event": "Four Nationals Championships",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 8,
              "total": "113.02",
              "partner": "Elod EGYED-ZSIGMOND"
            },
            {
              "date": "2025-11-19",
              "event": "Santa Claus Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 9,
              "total": "114.78",
              "partner": "Elod EGYED-ZSIGMOND"
            }
          ]
        }
      ]
    },
    {
      "printed": "Elod EGYED-ZSIGMOND",
      "candidates": [
        {
          "card": 8855475,
          "name": "Elod EGYED-ZSIGMOND",
          "latin": "Elod EGYED-ZSIGMOND",
          "gender": "men",
          "birth_date": null,
          "results_total": 9,
          "last_starts": [
            {
              "date": "2025-12-11",
              "event": "Four Nationals Championships",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 8,
              "total": "113.02",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2025-11-19",
              "event": "Santa Claus Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 9,
              "total": "114.78",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2025-11-05",
              "event": "Ice Challenge",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 3,
              "total": "123.68",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2025-01-31",
              "event": "Championnats de France Juniors",
              "level": "national_junior",
              "category": "Championnat de France Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "LSG-LYON/LSG-LYON",
              "flag": "FRA",
              "place": 10,
              "total": "111.32",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2024-09-26",
              "event": "Master's de Patinage",
              "level": "national_other",
              "category": "National Junior Danse",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "LSG-LYON/LSG-LYON",
              "flag": "FRA",
              "place": 8,
              "total": "98.27",
              "partner": "Diane GALLIX"
            }
          ]
        },
        {
          "card": 8937508,
          "name": "Elod EGYED",
          "latin": "Elod EGYED",
          "gender": "men",
          "birth_date": null,
          "results_total": 17,
          "last_starts": [
            {
              "date": "2026-09-03",
              "event": "Bolero Cup",
              "level": "international_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 10,
              "total": "97.90",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2026-08-08",
              "event": "Magyar Tesztverseny",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": "HKA/HKA",
              "flag": "HUN",
              "place": 3,
              "total": "116.42",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2026-02-14",
              "event": "Finnish Ice Dance Open",
              "level": "national_other",
              "category": "Junior Ice Dance",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": "HUN",
              "place": 8,
              "total": "118.17",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2025-08-09",
              "event": "Magyar Tesztverseny",
              "level": "national_other",
              "category": "Junior Ice Dance vk",
              "discipline": "dance",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": null,
              "place": 1,
              "total": "108.99",
              "partner": "Diane GALLIX"
            },
            {
              "date": "2019-11-23",
              "event": "Tournoi de France J1",
              "level": "national_other",
              "category": "COUPLES MINIMES",
              "discipline": "dance",
              "age_group": "novice",
              "step": null,
              "club": "LGP",
              "flag": "FRA",
              "place": null,
              "total": null,
              "partner": "Diane GALLIX"
            }
          ]
        }
      ]
    }
  ]
}

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": 0.01659,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.01659,
    "upstream_inference_prompt_cost": 0.0068,
    "upstream_inference_completions_cost": 0.00979
  },
  "total_tokens": 4379,
  "prompt_tokens": 3400,
  "completion_tokens": 979,
  "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": 375
  }
}