surfaceclassificationauthenticity_llm
Classificationdimension · returns varchar

AUTHENTICITY_LLM

LLM-backed authenticity assessment (escape hatch for AUTHENTICITY)

Per-row classifier — stable across GROUP BY.

classificationllmllm-escape-hatchtext

Arguments

nametypedescription
textVARCHAR
focusVARCHAR

About

LLM-backed escape hatch for authenticity assessment. Use when AUTHENTICITY (zero-shot NLI) misses nuanced patterns — typically coordinated inauthentic behavior, sarcasm that looks inauthentic, or domain-specific authenticity signals.

Examples

LLM escape hatch assesses authenticity

SELECT
  authenticity_llm ('This post seems genuine and authentic')

Nearby rabbit holes

same domain
Climb back to The Looking Glass