Prompt Patterns|

A Pattern Language for Knowledge Engineering with Large Language Models

Semantic Lifting

Restates a problem at a higher semantic level before solving it.

Semantic Lifting pattern diagram

Problem

Solving detail-heavy instances directly encourages surface-level manipulation and fragile reasoning that misses governing principles.

Solution

Force an abstraction step first (general question or explicit principle), then reason downward to the instance. Starting from higher-level representations constrains and stabilizes downstream inference.