A.1:6 - Bias-Annotation

Relevant lenses: Onto, Arch, Epist, Prag, Gov, Did.

This pattern intentionally resists:

• system-bias: treating all objects as acting physical systems;
• episteme-agent bias: assigning work, authority, or decision to claim-bearing epistemes;
• collection-bias: treating any collection as an acting collective;
• boundary-bias: treating boundary words, diagrams, folders, or sections as holon delimitation by appearance;
• interaction-bias: using one word for transformation, signal, source use, publication use, evidence relation, probe relation, and control relation;
• math-lens drift: treating graph, algebra, matrix, tuple, or embedding expressions as the ontology-side structure by spelling;
• publication-form bias: treating a document, dashboard, model, register, or digital twin as the holon it describes.