in my case success at making friends depends on how hard i work at it

CITM_70f111f5e5ab · 1 source instrument · 1 surface variant

Normalized stem

in my case success at making friends depends on how hard i work at it

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. In my case, success at making friends depends on how hard I work at it.

Appears in

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_70f111f5e5ab and via the MCP gateway as principia.items.lookup.