System Architecture
Judge Evaluation Pipeline
JUDGE
Output from
an LLM
SOURCE
Input
ENTRY
Domain Decision
CLASSIFIER
Data Bank
KNOWLEDGE
RUBRIC
Benchmarks
Context
Information
Evaluation
Pipeline
PROCESSING
Evaluation +
Chain of Density
CORE
New Prompt
to LLM
RETRY
Piecewise A
Piecewise B
New Output
GENERATED
Evaluation +
Final Output
RESULT
Primary data flow
Knowledge / context
Piecewise outputs
Final result
Feedback loop