Unverified50% confidenceFactExact time
Structured output requires the model to return results according to a predefined JSON Schema, reducing the generation of invalid tokens and eliminating the complexity of post-processing parsing.
1
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50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
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Related Claims
UnverifiedStructured output refers to having the model return specified JSON data or data in a particular structure, and is a prerequisite for reliably using model results within programs.79% similarVerifiedFunction Calling uses task-specific fine-tuning to enable models to output structured content conforming to a predefined JSON Schema under specific conditions.78% similarUnverifiedForcing output in JSON, enumerated values, or fixed labels can constrain the model to answer within a predefined decision space, improving output parseability and reliability.76% similarUnverified提示词工程通过角色定义、输出格式约束（如JSON Schema）、少样本示例等手段约束模型概率性输出74% similarUnverifiedLarge language models' understanding of JSON structure is probabilistic, and when processing longer structured outputs, type degradation occurs due to attention mechanism weight decay on earlier context, such as serializing arrays as strings or writing numbers as strings.73% similar
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