Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 10:55:17 UTC

D.2:3 - Recognition Matrix

Working situationWhat to recoverNext pattern to apply
A Method helps one team meet its target while increasing risk for another team or for users.Affected holons, any independently current assignment, Method, actual Work when present, expected consequences, evidence, and each responsibility, commitment, permission, authority, or participation relation that the concern relies on.D.3 conflict description
A public policy helps a city-level goal while making one neighborhood or profession worse off.Declared scopes, value concerns, responsibility claims, evidence, uncertainty.D.3 conflict description
A technical standard improves interoperability but excludes a minority device, language, publication form, or data source.Standard or episteme whole, affected systems, publication and use relations, consequence horizon.D.3, with C.2.1 and E.17 as needed
A model or metric looks fair at one aggregate level but hides subgroup harm.Metric, affected groups, causal claim, evidence set, audit condition.D.5, with C.28 when causal fairness is claimed
An architecture move reduces residual at one holon level while creating cross-scope residual elsewhere.Architecture structure, selected scopes, residual, affected value concerns.C.30.ILC; use D.3 if ethical conflict is live