Load Master Table (pipeline/subgraph)

Truncate Steward Table

Copy Master → Steward

Steward Actions in Streamlit

Insert change into History Table

Apply change to Steward and Master Tables

Apply CDC logic: Insert new records Update modified records

Truncate Steward Table Reload from refreshed Master

Retrieve overrides from History Apply to Master and Steward