B.2.4:5.4 - Bias-Annotation

Bias risk	Failure	Mitigation
Capability as emergence	A new capability label or supporting report declares a new whole.	Recover the exact capability facts and direct pattern, separate their evidence, and perform B.2’s ordinary existing-whole comparison.
Function as part	A function block or functioning relation becomes physical or organizational parthood.	Separate functioning relation, bearer allocation, selected structure, and part-whole claims.
Method chain as whole	A sequence of methods or work stages is called a new holon.	Keep method, method description, work plan, and work occurrence with subject patterns.
Diagram as flow structure	A diagram or graph is treated as the in-life transformation-flow structure.	Use the mathematical, description, publication, and selected-structure patterns before B.2.
Metric jump as MHT	A benchmark, KPI, robustness, or threshold gain declares whole reidentification.	Use C.16, A.19, A.10, and B.2 existing-whole explanation before MHT.