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Topic Classification Scores JSON

Anthropic Cookbook

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Overview

Classify text across five topics and return category scores with the highest-scoring label in JSON.

Use cases

Prompt
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Classify the document into these categories: Politics, Sports, Technology, Entertainment, Business.

Return ONLY valid JSON:
{
  "categories": [
    {"name": "string", "score": 0.0-1.0}
  ],
  "top_label": "string"
}

Include all five categories with scores. top_label is the highest-scoring name.

<document>
<<<paste text>>>
</document>

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