research-document
Dimensional Normalization Rules
Dimensional Normalization Rules
- Role is primary.
- Object overlap is insufficient for equivalence.
- Two phrases are equivalent only if role matches and object or purpose are compatible.
- Phrases may be related but distinct if object matches but role differs.
- Terminate and Decide must remain distinct unless the text explicitly frames termination as commitment.
- Evaluate, Compare, and Verify are adjacent but distinct roles.
- Reflect and Reassess are distinct. Reflect reviews for learning. Reassess reopens reasoning.
- Communicate and Coordinate are distinct. Communicate transfers information. Coordinate aligns action.
- Classification and sequencing are distinct. Classification groups concepts. Sequencing orders steps.
- Prefer unresolved over unsafe normalization.