A team is refining a language model using human feedback. For a specific user prompt, the model generated four different responses (labeled y₁, y₂, y₃, and y₄). A human annotator provided the following preference ranking for these responses: y₃ ≻ y₁ ≻ y₄ ≻ y₂. Based on this feedback, which response should the team identify as the second-most preferred?

Deconstructing a Preference Ranking

A human evaluator is comparing four responses (labeled y₁, y₂, y₃, and y₄) generated by a language model. They provide the following individual judgments:

• Response y₂ is preferred over response y₄.
• Response y₁ is preferred over response y₃.
• Response y₄ is preferred over response y₁.

Based on these judgments, arrange the four responses in a single list from most preferred to least preferred.