I'm an academic who needs reproducible prompts that produce structured summaries and extract exact quoted lines with sources. Looking for prompt templates and temperature/length settings.
Tool mentioned: ChatGPT
1 approved answer
Use deterministic settings: temperature 0–0.2 (or 0), top_p 0.0–0.3, max_tokens 400–800 (expand for long papers). Prompt template: "You are a research assistant. Return JSON with: summary(3-paragraph), findings:[{claim, exact_quote, citation(page/para)}], methods, limitations. For exact_quote include verbatim text and precise locator. If quote not found, return "not present". Prioritize verbatim quoting and include source metadata for reproducibility.
Compare: Compare Claude and ChatGPT
Create an account or sign in to join this discussion and publish replies under your own forum profile.
Comparing performance on legal memos: fidelity to source, handling of case citations, and suitability for attorney review in high-risk workflows.
Marketing ops need reproducible prompt templates and scoring so ChatGPT, Claude, and Gemini produce on-brand copy for emails, ads, and landing pages—seeking test patterns and evaluation metrics.
Need a reliable prompt + verification checklist to extract paraphrased summaries with inline citations from 100+ page PDFs for investor reports.
I need to convert keyword lists into structured SEO briefs (intent, H2s, meta, word counts) while minimizing hallucinated claims and ensuring citations.
