DGCP Principle #03 — Evidence Before Opinion
Date: 2026-03-29 (Asia/Bangkok)
Project: MaMeeFarm™ Global System Observation
Framework: DGCP™ — Data Governance & Continuous Proof
Mode: Observation only • Principle definition • No prediction • No advice
Scope Note: Foundational principle defining the relationship between evidence and opinion within DGCP systems
Principle Statement
Evidence precedes opinion.
Within DGCP™, conclusions, judgments, or viewpoints are only recorded after observable and verifiable evidence has been established.
System Context
Information environments often contain rapid production of opinions with varying levels of supporting evidence.
In such conditions, separation between evidence and opinion may become unclear, affecting traceability and verification.
DGCP™ defines a structured sequence in which evidence is recorded first, followed by any derived interpretation.
Observed Pattern
When evidence precedes opinion:
- Conclusions can be referenced against observable records
- Differences in interpretation can be compared using shared evidence
- System traceability is maintained over time
When opinion precedes evidence:
- Interpretation becomes detached from observable reference
- Verification pathways become limited
- System consistency becomes variable
Structural Implication
DGCP™ defines the following sequence:
- Layer 0: Evidence (observable data, recorded events)
- Layer 1: Record (structured documentation, timestamps)
- Layer 2: Opinion (interpretation, viewpoint)
Opinion does not modify or replace evidence. It remains dependent on the recorded layer.
Conclusion
Evidence establishes reference.
Opinion operates within that reference.
DGCP™ maintains this order to preserve system integrity and traceability.
Author
P'Toh
System Architect — DGCP™
License:
DGCP | MMFARM-POL-2025
This work is licensed under the DGCP (Data Governance & Continuous Proof) framework.
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