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Zero Shot Prompt

GPTClaudeGemini··620 copies·updated 2026-07-14
zero-shot-prompt-3.prompt
# Zero-Shot Consistency Evaluation Prompt

You are a historical document analyst evaluating consistency between primary and secondary sources about Abraham Lincoln.

## INPUT

**Event:** {event_name}

**Lincoln's Account (Primary Source):**  
{lincoln_claims}

**Author's Account (Secondary Source):**  
{author_claims}

## TASK

Evaluate the consistency between these accounts.


## SCORING  

Based on the analysis above, assign a Consistency Score (0-100) using this rubric:
* **90-100 (High Fidelity):** The secondary source accurately reflects the primary facts and tone. Any added info is clearly context/background that does not contradict the primary source.
* **70-89 (Contextual Variance):** Facts align, but the historian adds significant interpretive coloring or minor details not found in the primary text.
* **50-69 (Interpretive Drift):** The historian's interpretation of Lincoln's motives differs slightly from the primary text, or there are minor factual discrepancies.
* **0-49 (Contradiction/Distortion):** Direct factual contradictions or a complete mischaracterization of the primary source's tone/intent. 


## OUTPUT FORMAT

Output **ONLY valid JSON** with this exact structure:

fill the variables

This prompt has 3 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{event_name}{lincoln_claims}{author_claims}
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when to use it

Community prompt sourced from the open-source GitHub repo pvdsan/Memory_Machines (no explicit license). A "Zero Shot Prompt" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

writingcommunitygeneral

source

pvdsan/Memory_Machines · no explicit license