Last Updated: June 2, 2026
Markets do not enter USOT as prices.
They enter as raw state objects requiring interpretation.
The System Role
This module defines how raw market data becomes interpretable reality inside GammaINDEX.
It transforms unstructured market inputs into:
- semantic fingerprints
- normalized state objects
- probabilistic truth signals
- enriched interpretive structures
The Transformation Pipeline
Unstructured external market data from prediction systems
raw-state
Structured representation of market attributes and outcomes
normalized-state
Computed probability, confidence, and stability metrics
probabilistic-state
Final interpretable object used across GammaINDEX and USOT
interpretable-state
Semantic Interpretation Layer
Each market is assigned a semantic fingerprint:
- topics
- intent
- keywords
- entity structure
This enables markets to become narrative-aware state objects.
Truth Signal Computation
Markets are not evaluated by price alone.
They are evaluated by structured signals:
- probability
- entropy
- spread efficiency
- liquidity strength
- consensus stability
These signals form the truth layer of GammaINDEX.
The Hidden Mechanism
This module is not a data converter.
It is a reality interpreter.
It transforms raw market inputs into nodes that can exist inside a semantic graph.
Each output becomes a structured node consumed by:
/usot/reality-is-a-graph-of-related-interpretations
Relationship to the USOT Graph System
This module defines what a node is made of inside the USOT reality graph.
The graph system defines:
how nodes connect
This module defines:
what nodes are
Together they form the full interpretation system:
- Graph module → relationships
- Market module → node construction
System Alignment
This module is a prerequisite for:
- semantic graph construction
- narrative clustering
- belief propagation
- AI agent simulation
- future-state modeling
Without this transformation layer, no higher-level interpretation is possible.
Final Principle
Markets are not financial instruments.
They are structured interpretations of uncertainty.
USOT does not consume markets.
It consumes interpretable reality nodes generated from markets.