LLM calls

sportstatsdb.com pipelines
time
2026-09-29 22:16:10
pipeline
isu_pipeline
run
csita2026
step
9 people
object
Emese CSISZER / Mark SHAPIRO
model_requested
anthropic/claude-sonnet-5.5
model_returned
anthropic/claude-sonnet-5.5
provider
Claude Platform on AWS
latency_s
3.86
prompt_tokens
1779
completion_tokens
393
cost_usd
0.007488
finish_reason
stop
json_error
False
review_verdict
review_note
call_id
bcd31ab1-de5d-485d-8e4e-450965fdf26f

Answer

{
  "why": "Both current cards show the same partnership in senior ice dance for HUN: Four Nationals Championships (2025-12-11), Bosphorus Cup and Warsaw Cup, each with the partner named as the other person. Mark SHAPIRO has no same-name alternatives. The only other Emese CSISZER card (9701964) has a single undated Junior Ladies singles result with no flag, so it does not fit a senior ice dance row. Nothing in the dossier conflicts with the current linkage.",
  "card": null,
  "slot": null,
  "decision": "keep",
  "followups": [
    {
      "card": 9701964,
      "issue": "Possible duplicate of card 8913937: same name, one undated Junior Ladies singles result at Golden Bear of Zagreb with no flag.",
      "suggestion": "Check whether it is the same skater's earlier singles career. If so, merge it into 8913937. Otherwise leave it separate."
    },
    {
      "card": 8913937,
      "issue": "Birth date is missing, and the card has 75 results, which is a lot for a partnership record this short.",
      "suggestion": "Check the career history for results wrongly merged from another skater, and add the birth date if a source is available."
    }
  ],
  "confidence": "high"
}

Task

A result row was attached to existing athlete card(s) by the loader. Do you agree with this linkage? Options: 'keep' (current cards are right), 'card' (replace the person in slot `slot` with card `card` from the alternatives), 'new' (the person in slot `slot` is someone without a card yet). You MUST decide; if in doubt, pick the most likely option and set confidence 'low'. Put anything that should be corrected in the data or checked later (a wrong birth date on a card, a suspicious career, a possible duplicate card) into `followups` — you do not apply them.

Dossier

{
  "row": {
    "printed": "Emese CSISZER / Mark SHAPIRO",
    "event": "Lombardia Trophy, 2026-09-17",
    "category": "ICE DANCE",
    "discipline": "dance",
    "age_group": "senior",
    "step": null,
    "flag": null,
    "club": null,
    "place": 12,
    "isu_number_printed": null,
    "isu_number_on_competitor": null
  },
  "isu_biography": [],
  "people_on_row": [
    {
      "current_card": {
        "card": 8883286,
        "name": "Mark SHAPIRO",
        "latin": "Mark SHAPIRO",
        "gender": "men",
        "birth_date": "2003-05-20",
        "results_total": 42,
        "last_starts": [
          {
            "date": "2025-12-11",
            "event": "Four Nationals Championships",
            "level": "international_other",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 6,
            "partner": "Emese CSISZER"
          },
          {
            "date": "2025-11-27",
            "event": "Bosphorus Cup",
            "level": "international_other",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 11,
            "partner": "Emese CSISZER"
          },
          {
            "date": "2025-11-19",
            "event": "Warsaw Cup",
            "level": "challenger",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 22,
            "partner": "Emese CSISZER"
          }
        ]
      },
      "alternatives_same_name": []
    },
    {
      "current_card": {
        "card": 8913937,
        "name": "Emese CSISZER",
        "latin": "Emese CSISZER",
        "gender": "women",
        "birth_date": null,
        "results_total": 75,
        "last_starts": [
          {
            "date": "2025-12-11",
            "event": "Four Nationals Championships",
            "level": "international_other",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 6,
            "partner": "Mark SHAPIRO"
          },
          {
            "date": "2025-11-27",
            "event": "Bosphorus Cup",
            "level": "international_other",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 11,
            "partner": "Mark SHAPIRO"
          },
          {
            "date": "2025-11-19",
            "event": "Warsaw Cup",
            "level": "challenger",
            "category": "Ice Dance",
            "discipline": "dance",
            "age_group": "senior",
            "step": null,
            "club": null,
            "flag": "HUN",
            "place": 22,
            "partner": "Mark SHAPIRO"
          }
        ]
      },
      "alternatives_same_name": [
        {
          "card": 9701964,
          "name": "Emese CSISZER",
          "latin": "Emese CSISZER",
          "gender": "women",
          "birth_date": null,
          "results_total": 1,
          "last_starts": [
            {
              "date": null,
              "event": "Golden Bear of Zagreb",
              "level": "international_other",
              "category": "Junior Ladies",
              "discipline": "singles",
              "age_group": "junior",
              "step": null,
              "club": null,
              "flag": null,
              "place": 12,
              "partner": null
            }
          ]
        }
      ]
    }
  ],
  "conflicts": []
}

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": "...", "followups": [{"card": <id>, "issue": "...", "suggestion": "..."}]}

Usage

{
  "cost": 0.007488,
  "is_byok": false,
  "cost_details": {
    "upstream_inference_cost": 0.007488,
    "upstream_inference_prompt_cost": 0.003558,
    "upstream_inference_completions_cost": 0.00393
  },
  "total_tokens": 2172,
  "prompt_tokens": 1779,
  "completion_tokens": 393,
  "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
  }
}