Geo Taxonomy
GEO.or.id Ontology Classification Layer
System: GEO.or.id | Parent: Ontology | Related: Entity Resolution, Entity Relationships, Identity Coherence, Semantic Inference, Knowledge Consistency
Context Block
- Page Type: Ontology Classification and Taxonomy Layer
- System: GEO.or.id
- Position: Structural classification system inside ontology
Geo Taxonomy is the structured classification system that organizes all entities, concepts, and relationships within GEO.or.id into hierarchical and functional categories for machine-readable ontology processing.
Definition
Geo Taxonomy is a formal classification framework that categorizes all ontological elements into structured groups based on function, abstraction level, and system behavior.
It ensures that every entity in the system has a defined position within a hierarchical knowledge structure.
Core Objective
To create a unified classification structure that allows consistent organization, retrieval, and reasoning across all GEO.or.id ontology layers.
Taxonomy Structure
1. Entity Taxonomy
Classification of all entities processed through Entity Resolution.
- Physical Entities
- Digital Entities
- Abstract Entities
- Constructed Entities
2. Concept Taxonomy
Classification of knowledge structures derived from Semantic Inference.
- Core Concepts
- Derived Concepts
- Relational Concepts
- System Concepts
3. Relationship Taxonomy
Classification of structural links defined in Entity Relationships.
- Structural
- Causal
- Semantic
- Trust-based
- Dependency
4. Trust Taxonomy
Classification of trust states from Trust Layer.
- High Trust
- Medium Trust
- Low Trust
- Invalid Trust
5. Knowledge Taxonomy
Classification of knowledge validity and structure from Knowledge Consistency.
- Stable Knowledge
- Probabilistic Knowledge
- Inferred Knowledge
- Conflicted Knowledge
Hierarchy Model
Level 0: Raw Input
Level 1: Detected Entities
Level 2: Classified Entities (Taxonomy Applied)
Level 3: Semantic Structures
Level 4: Grounded Knowledge
Level 5: Trusted Ontology Nodes
Classification becomes valid only after passing validation from Cross Domain Validation.
Taxonomy Constraints
- Every entity must belong to at least one taxonomy class
- No orphan entities allowed in ontology graph
- Cross-class consistency required across domains
- Conflicts resolved via Knowledge Consistency
System Integration
- Ontology Core: Ontology
- Entity System: Entity Resolution
- Relationship System: Entity Relationships
- Meaning System: Semantic Inference
- Validation System: Cross Domain Validation
- Trust System: Trust Layer
Within GEO.or.id, Geo Taxonomy ensures all entities and concepts are structurally organized into a computable classification system.
Failure Modes
- Misclassification of entities across categories
- Overlapping taxonomy classes without clear boundaries
- Orphan nodes in ontology graph
- Cross-domain taxonomy inconsistency
- Semantic mismatch between taxonomy levels
Performance Metrics
- Classification Accuracy Score
- Taxonomy Coverage Index
- Orphan Entity Rate
- Cross-Domain Consistency Score
- Hierarchy Stability Index
Strategic Role
Geo Taxonomy provides the structural classification backbone for all ontology operations in GEO.or.id.
It ensures that every entity, concept, and relationship is placed into a consistent, machine-readable classification system.
Relationship Map
- Ontology Core: Ontology
- Entity Core: Entity Resolution
- Relationship Layer: Entity Relationships
- Meaning Layer: Semantic Inference
- Validation Layer: Cross Domain Validation
- Trust Layer: Trust Layer
Structured Summary
Geo Taxonomy is the classification system within GEO.or.id ontology that organizes entities, concepts, relationships, and trust states into a structured hierarchical framework.
It ensures consistent categorization across all system layers for machine-readable reasoning.