Trailstate captures
Trailstate records how an observation was produced: retrieval route, source clusters, conflicts, trust, validation state, provider, and claim.
About
ObjectPortal stores observations, not articles.
ObjectPortal is a stable address layer for AI-native objects. It collects Trailstate provenance receipts and turns them into object pages that agents, crawlers, and humans can inspect.
The shift
Internet 1 = documents
Internet 2 = platforms
AI Internet = observations
Trailstate and ObjectPortal operate on the observation layer. A page is no longer only a text document. It can become a stable object with a history of AI-generated provenance trails.
ObjectPortal aggregates
ObjectPortal groups those receipts into stable object identities such as /o/time-in-nature/ or /o/yosemite-national-park/.
Objects become alive
An object can accumulate many trails from many AI systems over time. The object is not a static article; it is a living provenance surface.
Core axioms
ObjectPortal does not store truth. It stores observations.
Truth emerges from the distribution of independent trails converging on similar conclusions.
The central challenge is object resolution: which observations belong to the same object?
Architecture
Trailstate = provenance capture → ObjectPortal = provenance aggregation → GGTruth = optional deep knowledge
Machine-readable structure
Each object may expose:
state.json
provenance.json
relations.json
Trailstate URL
source clusters
related objects
Why it matters
A normal hyperlink says: go to this page.
A Trailstate hyperlink says: here is the route by which this claim was reached.
ObjectPortal gives those provenance hyperlinks a permanent object home.