Multi-Model Graph Design
ArcadeDB Traversals
Unlike typical vectors-only databases, Dubstrata couples an O(log N) vector search indexing engine with O(1) Cypher relational traversals to ensure fast, contextually aware retrieval.
Vertex Types & Attributes
Document
Representation of ingested resources.
- id: STRING (Unique)
- abstract_embedding: FLOAT[3072]
- source_url: STRING
- tenant_id: STRING
- is_private: BOOLEAN
- abstract: STRING
- primary_thesis: STRING
Entity / Person / Figurehead
Atomic domain items & generalized individuals merged globally.
- name: STRING (Unique)
- embedding: FLOAT[3072]
- feedback_weight: FLOAT (Consensus floor 0.80)
- legal_associations: ARRAY[STRING]
- ticker_symbol: STRING (e.g. AAPL)
Claim
Specific causal statements extracted from documents.
- id: STRING (Unique)
- embedding: FLOAT[3072]
- argument: STRING
- evidence: STRING
- feedback_weight: FLOAT (Range: 0.10 - 1.00)
- market_sentiment: STRING
- confidence_score: FLOAT
System & Dynamic Nodes
Query demand graphing, caching, and physical elements.
- QueryNode: Persists intent caching and similarities
- WeatherNode: programmatic weather facts (
HAS_TEMPERATURE) - ContextFragment / InteractionHook
Edge Types & Predicates
| Edge Type | Source Node | Target Node | Description / Properties |
|---|---|---|---|
| RELATES_TO | Entity / Person | Entity / Person | predicate, market_weight, confidence_score |
| INFLUENCES / REPRESENTS | Person / Figurehead | Entity / Corp | Models board decisions and narrative-moving dynamics |
| CONFLICTS_WITH | Entity / Person | Entity / Person | Maps geopolitical trade wars and corporate battlegrounds |
| HAS_TEMPERATURE | Entity | WeatherNode | Credential-free weather integration via Open-Meteo API |
| CONTAINS_CLAIM | Document | Claim | - |
| CLAIMED_IN | Claim | Document | - |
| FOUND_IN | Entity | Document | - |
| HAS_HOOK | Document | InteractionHook | - |