classify

Intent

Assign one or more labels from a defined taxonomy to items based on their observed characteristics. This capability bridges detection and reasoning by providing semantic categorization.

Success criteria:

• Item assigned at least one label from taxonomy
• Label assignment supported by evidence
• Confidence scores reflect classification certainty
• Ambiguous cases explicitly flagged

Compatible schemas:

• schemas/output_schema.yaml

Inputs