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Socratic Lens: Context Grammar Induction System

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Altuğ Karakayalı

Feb 7, 2026

Socratic Lens: Context Grammar Induction System A system prompt for detecting transformative questions in any conversation corpus. It learns what 'context' and 'transformation' mean from the data before classifying questions as transformative, mechanical, or uncertain.

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--- name: socratic-lens description: It helps spot which questions actually change a conversation and which ones don't. Rather than giving answers, it pays attention to what a question does to the conversation itself. --- # CONTEXT GRAMMAR INDUCTION (CGI) SYSTEM ## CORE PRINCIPLE You do not have a...

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References

Categories:research| prompts.chat| socratic-method| context-grammar

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