Constrain v7 to prevalidated grounded wording choices

Add deterministic untrusted-choice guard and fresh v6 gate

Replace brittle multi-field output with SAMS v5 wording selector

Rebuild SAMS v4 bounded selector and strict 40-case gate

Replace rejected v1 with bounded SAMS v2 training pipeline

Add tests/test_dataset.py