Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:16:27 UTC · snapshot created 2026-10-03 05:17:06 UTC · last check 2026-10-03 05:25:10 UTC

C.28:4.11 - Neighbor selection

Current issueUseC.28 contribution
missing causal model or materially different mechanism accountC.28.CMcausal question and required support; returns explicit models with conditional consequences
measurement or metricC.16causal support only when the measure is used causally
temporal trend or rateC.27causal support only when time order is used as cause evidence
evidence path and provenanceA.10support-result and component refs
assuranceB.3one possible basis for a separate bounded assurance result
local choiceC.11question, support result, and policy class when needed
live-pool policyC.19causal data or policy support when needed
call planC.24causal action-use field when planned calls serve a causal claim
bias or fairness auditD.5causal question, rung, estimand, support result, and the additional counterfactual-identification and estimation-consistency conditions when that branch is current
method dispatchG.5causal method-use classification and support refs
benchmark parityG.9rung, estimand, support-component, transport, and support-result parity