Query System Index
The Query System is the intent interpretation layer of GEO.or.id. It transforms raw user input into structured, machine-readable retrieval instructions that control how information is searched, decomposed, and prioritized across the system.
This layer defines what the system is actually asked to do before any retrieval or evidence processing begins. It is the first semantic gate in the architecture.
1. Query System Role
The Query System sits between user input and retrieval execution:
User Input → Query Processing → Retrieval Direction → Evidence Pipeline
Its function is not to answer, but to structure intent into executable retrieval logic.
2. Core Query Processing Pipeline
- Query Normalization
- Intent Extraction
- Intent Classification
- Query Decomposition
- System Level Query Processing
3. Intent Intelligence Layer
This layer identifies what the query actually means, not just what it says.
- Multi Intent Detection
- Intent Conflict Resolution
- Ambiguity Detection
- Retrieval Direction Generation
4. Entity & Semantic Layer
Queries are mapped into structured semantic objects before retrieval:
5. Query Quality Control System
Query quality determines downstream retrieval accuracy.
6. Query Transformation Logic
Each query is transformed into structured retrieval directives:
Raw Query → Normalization → Intent Extraction → Entity Mapping → Decomposition → Retrieval Direction
This ensures retrieval systems operate on structured intent rather than raw text.
7. System Integration Points
The Query System feeds directly into:
8. System Principle
- Query does not equal intent
- Intent must be explicitly extracted, not assumed
- Ambiguity is preserved until resolved
- Multi-intent queries are decomposed, not collapsed
- No retrieval without structured intent mapping