Pipeline System Index
The Pipeline System is the structured processing backbone of GEO.or.id. It defines how data, queries, evidence, and reasoning flow through sequential and parallel processing stages to produce consistent system outputs.
This layer ensures that every transformation in the system is deterministic, traceable, and measurable.
1. Pipeline System Role
Pipelines define controlled transformation flows:
Input → Staging → Processing → Enrichment → Validation → Output → Feedback Loop
Each pipeline is a repeatable execution structure with observable states.
2. Core Pipeline Types
- Query Processing Pipeline
- Retrieval Pipeline
- Evidence Aggregation Pipeline
- Reasoning Execution Pipeline
- Trust Scoring Pipeline
3. System Data Flow Architecture
User Input → Query Normalization → Entity Mapping → Retrieval Execution → Evidence Construction → Reasoning Engine → Trust Evaluation → Final Output
4. Integration with Core Systems
5. Execution Binding Layer
Pipelines are executed through the runtime layer:
Every pipeline run is tracked and logged for observability.
6. Pipeline Control Flow
Trigger Event → Pipeline Selection → Stage Execution → Intermediate State Capture → Validation Checkpoints → Output Generation → Observability Logging
Monitoring is handled by: Observatory System
7. Pipeline Quality Metrics
- Latency per stage
- Error propagation rate
- Retrieval accuracy consistency
- Evidence coherence score
- Reasoning stability index
Metrics are derived from: Signals System
8. Multi-Layer Pipeline Interaction
Query Pipeline ↓ Retrieval Pipeline ↓ Evidence Pipeline ↓ Reasoning Pipeline ↓ Trust Pipeline ↓ Output Generation
Each layer feeds forward and feeds back into system optimization.
9. Pipeline Failure Handling
- Stage-level rollback on validation failure
- Fallback routing for missing evidence
- Retry logic for retrieval instability
- Trust recalibration triggers
10. System Constraints
- No pipeline without defined stages
- All transitions must be observable
- Silent failure is invalid system state
- All pipelines must be reproducible
- State drift must be measurable
11. System Principle
- Pipelines define system behavior flow
- Every transformation must be traceable
- Structure determines execution quality
- Observability is mandatory
- System intelligence emerges from controlled flow design