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Nalanda Prompts · Where prompts are perfected · Inspired by the ancient university of Nalanda (~427 CE)

Data Extraction

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Extract People and Roles Using Two Worked Examples

Chapter 7 Using Examples / Few Shot . Demonstrates how two worked examples of a paragraph structured individuals list train Claude to produce the same shape on a new paragraph, no

few-shottemplatedata-extractionxml-structuredanthropicClaude Sonnet 4.6Claude Opus 4.7Claude 3.5 Sonnet
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Sagar Verma1krepasked May 24, 2026
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Grounded QA: Extract Quote, Judge Relevance, Then Answer

Chapter 8 Avoiding Hallucinations . A grounded QA template: extract the most relevant quote into <scratchpad , judge whether it answers the question, and only then write a brief nu

chain-of-thoughtdata-extractionxml-structuredguardrailsanthropicClaude Sonnet 4.6Claude Opus 4.7Claude 3.5 Sonnet
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Sagar Verma1krepasked May 24, 2026