Ukubona note — where wa came from
1. You mapped surface tokens → roots → infinitives → conjugations (encode).
2. After successful decode, the remaining role-marker (source/possessive) clustered in outputs: that is wa — a relational residual.
3. In this viz, it appears when you highlight Layer-5 usages (decode). Use the buttons below to step the demonstration.