Semantic Analysis Workflow: The Fedora Example

%%{init: {'themeVariables': { 'fontFamily': 'Arial'}}}%% flowchart TD A["`**New Beige Book Release**`"]:::blue subgraph S1["`*1. Ingestion*`"] B["`**Fetch Beige Book**
HTML / PDF`"]:::base C["`**Store Source & Metadata**`"]:::base end subgraph S2["`*2. Extraction*`"] D["`**Parse District Sections**`"]:::base E["`**Extract First Sentences**`"]:::base F["`**Extract Full District Text**`"]:::base end subgraph S3["`*3. Scoring*`"] G["`**Apply Growth LUT**
First Sentence`"]:::base H["`**Apply Semantic LUT**
Full Text`"]:::base I["`**Generate District Scores**`"]:::base end subgraph S4["`*4. Aggregation*`"] J["`**Apply GDP Weights
from Workbook**`"]:::base K["`**Compute Metrics: Weighted Mean, DI, WDI**`"]:::base L["`**Compute Semantic Indices**`"]:::base M["`**Compute Composite Macro Index**`"]:::base end subgraph S5["`⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀*5. Output*`"] N["`**Write to Workbook**
Main, Semantic, History`"]:::base O["`**Generate Tellusant Summary**`"]:::base P["`**Generate Charts (Python)**`"]:::base Q["`**Store Audit Trail**`"]:::base end subgraph S6["`*0. Automation*`"] R["`**Scheduled Trigger**
GitHub Actions`"]:::base S["`**Check for New Release**`"]:::base end subgraph S7["`⠀⠀⠀⠀⠀⠀⠀*6. Feedback Loop*`"] T["`**Human Review**`"]:::green U["`**Update in Workbook**`"]:::base end V["`**Final Output**`"]:::red R --> S --> A A --> B --> C --> D --> E D --> F E --> G --> I F --> H --> I I --> J --> K I --> L --> M K --> N M --> N N --> O N --> P N --> Q O --> T P --> T Q --> T -->|⠀if error⠀| U --> G T -->|⠀if correct⠀| V O --> V linkStyle 24 stroke:blue,stroke-width:1; linkStyle 26 stroke:transparent,stroke-width:0; %% ========= STYLES ========= classDef green fill:#E8F5E9,stroke:#1B5E20,stroke-width:2px,color:#111; classDef blue fill:#E3F2FD,stroke:#0D47A1,stroke-width:2px,color:#111; classDef orange fill:#FFF8E1,stroke:#FF6F00,stroke-width:2px,color:#111; classDef red fill:#FDECEA,stroke:#B71C1C,stroke-width:2px,color:#111; classDef grey fill:#F5F5F5,stroke:#424242,stroke-width:2px,color:#111; classDef base fill:#ECECFF,stroke:#9370DB,stroke-width:2px,color:#111; classDef clear fill:transparent,stroke:transparent;