Last Updated: June 2, 2026
A semantic state is not a description of reality.
It is a structured representation of interpretation inside GammaINDEX.
The System Role
This module defines the atomic interpretation unit of USOT.
Every market, event, and narrative is reduced into a structured semantic state that enables reasoning, propagation, and graph-based inference.
What a Semantic State Represents
The underlying story configuration of a market or event
narrative-model
Direction, intensity, and evolution of collective belief
belief-system
Current state → projected state transitions over time
temporal-inference
High-dimensional representation of meaning space
embedding-space
Core Fields of Interpretation
Each semantic state contains structured components:
- topic + narrative + phase → contextual meaning
- belief direction + intensity → interpretive stance
- entities + organizations + people → actors in the system
- keywords + phrases → semantic anchors
- timeframe + horizon class → temporal positioning
These fields define how reality is segmented into interpretable units.
Dynamic State Mechanics
Semantic states are not static records.
They evolve through:
- narrative velocity (rate of change)
- narrative acceleration (change of change)
- semantic contagion (cross-state propagation strength)
This enables USOT to model how interpretation spreads across systems.
The Hidden Mechanism
This structure is the intermediate layer between markets and graphs.
It is consumed by:
/usot/reality-is-a-graph-of-related-interpretations- GammaINDEX semantic clustering
- AI agent belief simulation systems
Each semantic state becomes a node in the reality graph.
Relationship to Markets Module
Markets define:
what exists
Semantic states define:
how it is interpreted
Markets provide structure.
Semantic states provide meaning.
Together they form the full USOT transformation pipeline:
Raw Market
→ Normalized Market
→ Truth Signal
→ Semantic State
→ Graph Node
Relationship to Graph System
Graph systems do not operate on markets directly.
They operate on semantic states.
Semantic states are the nodes.
Graph edges define relationships between them.
This module is therefore the node-definition layer of USOT reality graphs.
System Alignment (PLGL v1 Core Primitive)
This interface defines the core primitive of PLGL v1:
A machine-readable semantic state for probabilistic liquidity graphs
It enables:
- agent reasoning
- belief propagation
- narrative clustering
- market interpretation
- future-state simulation
Without semantic states, PLGL cannot operate.
Final Principle
A semantic state is not a description of reality.
It is a machine-readable representation of interpretation itself.
USOT does not store knowledge.
It stores evolving semantic states inside a living graph of reality.