section three item 3 generally speaking i am very satisfied with this job

CITM_588a6a0b8c17 · 1 source instrument · 1 surface variant

Normalized stem

section three item 3 generally speaking i am very satisfied with this job

Normalization rule (PRN-050): lowercase, strip non-word/space punctuation, collapse whitespace, trim. Used for fast dedup matching across the instrument corpus.

Normative benchmark

No normative benchmark yet for this item. Item-level norms require per-respondent response distributions; they populate from published norms where available and sharpen as anonymized, aggregated deployment responses are contributed (the benchmark flywheel).

Surface variants

The verbatim item text as it appeared in each source instrument. Cross-instrument variation is preserved here; the normalized form above is the dedup key.

  1. Section Three, Item 3: Generally speaking, I am very satisfied with this job.

Appears in

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_588a6a0b8c17 and via the MCP gateway as principia.items.lookup.