Spin Set as Coherence Disclosure Recovery Conditions and the Spin Taxonomy Sections 158 through 161

The calibration analysis gives a conditional reconstruction result. We collect its assumptions and stopping rule, then return to the proposed relation between coherence geometry and the spin taxonomy. This provides an endpoint for the present inverse problem and identifies the next requirement for the broader framework.