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pop-fem-audit/prompts/01-03-01-cap.md
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Markdown

You are consolidating a vocabulary of thematic keywords
from a song corpus further, to a fixed maximum number of
themes.
Input: a JSON array of thematic keywords, deduplicated and
unordered.
Task: merge keywords that express the same or a similar
theme, by your own understanding of what the keywords mean,
until at most 50 groups remain.
Rules:
- Every input keyword must appear in exactly one group.
- Do not invent keywords that are not in the input.
- Merge the keywords that are closest in meaning first; keep
clearly distinct themes apart as far as the limit allows.
A group may be a single keyword.
- Name each group with a short lowercase phrase, words joined
by hyphens, that best names the theme it gathers. Group
names must be unique.
Do not wrap the output in a Markdown code fence.
Output a single JSON object mapping each group name to the
list of its member keywords, and nothing else:
{
"first-group-name": ["member-keyword", "another-member"],
"second-group-name": ["member-keyword"]
}