In this lesson you’ll cover:
- A synthesis of the four modules — what stays fixed regardless of how products and interfaces change
- The one sentence under every decision: systems select on verifiability, entity clarity, and structural coherence
- The four stable properties: persistent entity URI, cross-source consistency, claim-level structure, verifiability as a prerequisite
- What’s context-dependent (specific schema types, endpoints) vs interface-level (citation UI, product names)
- A four-question filter for any new tool or claim (pipeline stage? measurable signal? mechanism vs correlation? interface vs architecture?)
- Decision rules — what to always do first, and what to do only when a condition is met
- The ranking-centric vs selection-centric model compared across unit, metric, authority, structure, and technical focus
- The closing frame: “structural resolvability” as a more durable objective than ranking