By is the identity that filed the WINNING assertion, <home org>/<user>, stamped server-side from the validated principal at the write and never taken from a body — an attribution the caller chose is not attribution. It is the winner's alone; every losing assertion keeps its own and is returned whole in Conflicts.
Confidence is the winning assertion's own confidence in 0,1, zero when its filer stated none. It is reported because it is a term of the rule that picked the winner, and it is the weakest term but one: it breaks a tie inside one rank and never lifts a weak source above a strong one.
Conflicts is every other visible assertion, strongest first, whole. They are kept and returned rather than dropped, so an adverse action can show that the plane knew of a contrary claim and say why it lost. They are horizon-filtered exactly like the winner: an assertion that was not knowable yet cannot even be named here, because naming it would leak its existence into a past decision.
Disposition is the claim IN FORCE at AsOf: productive, unproductive, or the empty string for an explicit unjudged. It is the winning assertion's own claim, never a vote or an average — an average of two adjudications is a third claim nobody made. A matured event nobody judged is not answered here at all; it is counted in Unlabelled, because manufacturing a negative there is how a fraud model comes to describe the incumbent block list.
Evidence is the winning assertion's pointer to the record behind it — the dispute, case or decision id it was filed with, opaque and verbatim. It travels with the answer so an adverse action can name what judged the subject without a second read.
ID is the winning assertion's content digest, so this answer traces to the exact record it came from — and that record can be placed under litigation hold by naming this id.
Kind is the judged entity's type, echoed from the event that was named. With Subject and At it is how a caller joins this answer back onto the training row or the decision it asked about.
Source is who filed the winning assertion, and it is the PRIMARY term of the rule that picked it. Sources rank by adjudication weight — chargeoff, dispute, case, refund, review, sample, strongest first — and only inside one rank do the tie-breaks run, in order: the assertion that became KNOWABLE latest, then the higher confidence, then the lower id. The vocabulary op publishes that order from the same declaration the resolver reads, so a caller holding a contested answer can reproduce it.
