Contextual Evidence and Explanations (CEE)

CEE defines the structural forms required to represent explanations, evidence groupings, and contextual justification under disagreement.

CEE does not assert causal models, normative conclusions, or interpretive outcomes.

Role

• Externalize explanation from the substrate
• Preserve contestability
• Support multiple explanatory frameworks over the same records