Multiple Choice

A complex reasoning problem is presented to a large language model. The goal is to break the problem down into a series of simpler, sequential sub-problems to guide the model to the correct answer.

Problem: "Alice, Bob, and Carol are a doctor, a lawyer, and an engineer, but not necessarily in that order. The doctor is Carol's sister. Bob is not the lawyer. Who is the engineer?"

Which of the following sequences of sub-problems represents the most effective decomposition and problem-solving path for the model to follow?

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Updated 2025-09-26

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