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Survey Responses to Themes in JSON

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Overview

Cluster open-ended survey responses into themes with JSON output.

Use cases

Prompt
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Cluster these open-ended survey responses into themes.

Return ONLY valid JSON:
{
  "themes": [
    {"name": "", "summary": "", "count": 0, "example_quotes": ["", ""], "sentiment": "pos|neu|neg|mixed"}
  ],
  "outliers": ["..."],
  "suggested_next_questions": ["..."]
}

Do not invent quotes. Counts must match the input set size when summed with uncategorized.

RESPONSES (one per line):
<<<paste>>>

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