surfaceclassificationcomplexity_llm
Classificationdimension · returns varchar

COMPLEXITY_LLM

LLM-backed complexity assessment (escape hatch for COMPLEXITY)

Per-row classifier — stable across GROUP BY.

classificationllmllm-escape-hatchtext

Syntax

COMPLEXITY_LLM({{ text }})
{{ text }} BY COMPLEXITY_LLM

Arguments

nametypedescription
textVARCHAR

About

LLM-backed escape hatch for complexity assessment. Use when COMPLEXITY (zero-shot NLI) misjudges — typically domain-specific complexity that requires world knowledge (e.g., "this is simple for a physicist but complex for a layperson"). For routine complexity bucketing, prefer COMPLEXITY — faster and handles most cases.

Examples

LLM escape hatch classifies complexity

SELECT
  complexity_llm ('E=mc2 explains relativity')

Nearby rabbit holes

same domain
Climb back to The Looking Glass