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Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.2.4:6 - Bias-Annotation

This pattern mainly blocks six biases:

  • episteme-as-system-role-holder bias: an episteme is placed in U.SystemRoleAssignment because it is useful as evidence or status;
  • evidence-name-as-kind bias: an evidence-use label ending in Role is treated as a local system-role kind without a C.3 identity basis and membership criterion;
  • status-display-as-authority bias: a visible badge or status cell becomes gate passage, permission, or assurance;
  • work-as-evidence-use collapse: producing work, produced episteme, and later evidence use are treated as one relation;
  • scope-free evidence bias: target claim, grounding holon, claim scope, polarity, time, assurance use, or provenance constraints are omitted;
  • causal laundering bias: causal evidence classes are changed by source vocabulary rather than by C.28 causal-use reasoning.

The repair is to recover the episteme first, then recover the evidence-use, status-use, source-use, publication-use, assurance-use, or causal-use relation that is current.