Loss-less 4-scalar encoding × 175 memory reduction × 1-cycle decode
Claim: Any simple sentence can be loss-lessly encoded into 4 scalars
(3 UTF-8 strings ≤ 16 bytes each + 1 uint8) while preserving
agent / patient / possessor roles and 10 categories + 4 causes.
1. 4-D Vector Definition