Distinct before and after text supplies rejected and chosen alternatives. This is the only bundled event shape exported as pairwise data.
Not every expert click is a preference pair.
Refine workflow feedback into the label shape it actually supports. Structural audit only: no model training, outcome claim, or live CRM access.
WORKFLOW EVENT CSV
Load the representative CRM fixture or paste your own event log.
CANONICAL SIGNAL INVENTORY
No events refined yet.
Pair yield, rationale gaps, and expert concentration will appear here.
Volume is not supervision quality.
An approval lacks a rejected alternative. A kill lacks a chosen replacement. Both remain useful labels, but neither is silently promoted to a pair.
Repeated draft IDs do not inflate yield.
Missing reasons reduce auditability.
Reviewer concentration remains visible.