Example of a Prompt with a Post-Input Instruction for Polarity Classification

A developer is building an automated system to sort customer support tickets. The system requires a language model to categorize each ticket's sentiment so it can be routed correctly. For the system to work, the model's output must be exactly one of the following words: 'Positive', 'Negative', or 'Neutral'. Which prompt most effectively uses a direct, imperative command to achieve this specific, constrained output?

Crafting a Constraining Command for an LLM

Diagnosing a Failing Data Labeling Pipeline