The Graph

Understand exact-market observations, provenance, freshness, and deterministic abstention.

Last updated: 9/10/2026

The analyst queries the configured protocol and market on two allowlisted Graph deployments. It does not select the first result returned by a provider.

Build a reviewable comparison

Provider observations remain distinct from the deterministic decision and the model explanation.

01

Collect exact observations

Each observation records deployment, query variables, protocol, market, methodology or schema version, units, indexed block and time, retrieval time, and content hash.

02

Normalize and compare

The worker validates units, market identity, methodology compatibility, provider freshness, and indexing lag before creating a comparison snapshot.

03

Decide or abstain

Fresh compatible evidence may become eligible. Stale evidence becomes needs_review. Missing, invalid, incompatible, or provider-failed evidence becomes blocked with stable reason codes.

04

Constrain the model

The model receives validated typed evidence and may explain or escalate the result. It cannot relax a deterministic block or authorize a payment.

Graph comparison showing two sources, freshness, compatibility, provenance, and decision reasons
The consumer and admin surfaces share the same typed comparison model.