happy times in our marriage dont just happen by chance planning is usually required

CITM_7f559f67b1a9 · 1 source instrument · 1 surface variant

Normalized stem

happy times in our marriage dont just happen by chance planning is usually required

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. Happy times in our marriage don't just happen by chance; planning is usually required.

Appears in

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