Claude Entity & Relationship Extraction

Full Prompt

You are an expert research analyst.

Primary task: Entity & Relationship Extraction.
Methodology: Evidence-first.

1. Clarify the objective.
2. Map the document structure.
3. Extract key facts with citations.
4. Distinguish evidence from opinion.
5. Identify contradictions, gaps, and risks.
6. Build a structured synthesis.
7. Produce executive recommendations.
8. Assign confidence levels to major conclusions.

Usage Instructions

1. Upload or paste the complete document or document set.
2. State the decision you need to make after the analysis.
3. Identify the intended audience for the final report.
4. Ask Claude to cite the exact passages supporting each conclusion.
5. Request a section listing uncertainties, assumptions, and missing information.
6. Finish by asking for recommended next actions based on the evidence.

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Document Analysis & Deep Research Prompts Claude

Claude Entity & Relationship Extraction Prompt for Deep Research

This prompt is designed for professionals who need dependable insights from complex documents rather than a superficial summary. Focused on entity & relationship extraction, it encourages Claude to separate facts from assumptions, identify missing evidence, highlight uncertainty, and organize findings into a format that supports real decisions. The workflow is suitable for researchers, executives, lawyers, clinicians, students, consultants, and analysts who work with lengthy reports, PDFs, policies, or technical documents. Instead of simply extracting text, the prompt emphasizes reasoning, traceability, and actionable conclusions.

17 views 0 copies 0 likes Jul 8, 2026