Extraction QA

Internal tool for the codebook iteration loop: tweak codebook → extract → QA → repeat.

Status

Rows

Columns

Pass 1 (per-field)

Pass 2 (holistic)

Pass 3 (VoC)

Consistency check

Open-Text Coverage

Confidence

Content Richness

Low Confidence Records

Row Detail

Consistency Flags

Theme Co-occurrence

Archetype Distribution

Sentiment Distribution