Geological Knowledge Network Framework

Paper 268 of 383
Published June 1, 2026

Geological knowledge is frequently stored as isolated reports, datasets, maps, models, and interpretations.

The resulting fragmentation can make large-scale reasoning difficult.

This framework evaluates geological knowledge as a connected network of observations, constraints, relationships, support structures, and decision pathways.

The objective is to improve the ability to navigate, compare, and update geological understanding as new information becomes available.

Within ABC Sequencing, knowledge becomes more useful when relationships between observations remain visible.

Knowledge Network Layers

1. Observations
2. Measurements
3. Constraints
4. Relationships
5. Support Networks
6. Decision Structures
7. Predictive Frameworks
8. Continuous Learning Systems

Knowledge Principle

The value of knowledge increases when information can be connected, tested, updated, and re-ranked without losing context.