DGCP Principle #14 — Comparison Requires Standard
Date: 2026-04-09 (Asia/Bangkok)
Project: MaMeeFarm™ Global System Observation
Framework: DGCP™ — Data Governance & Continuous Proof
Mode: Observation only • Principle definition • No prediction • No advice
Scope Note: Definition of standard requirement for valid comparison within DGCP systems
Principle Statement
Comparison requires standard.
A comparison is valid only when based on a defined and consistent standard.
System Context
Comparisons occur across systems including countries, markets, assets, and operations.
Variation in measurement, context, and methodology is present across systems.
DGCP™ requires alignment of standard prior to comparison.
Observed Pattern
- With Standard: Comparable structure is present.
- Without Standard: Non-comparable structure is present.
Structural Implication
- Measurement Alignment: Common units are required.
- Context Alignment: Comparable conditions are required.
- Method Alignment: Consistent data collection is required.
Standard must be explicit.
Conclusion
Standard is a prerequisite for valid comparison.
Author: P'Toh
Role: System Architect — DGCP™
DGCP | MMFARM-POL-2025
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