Evidence & provenance
How H3XA handles evidence: what is observed, what is derived, and how the boundary between the two is preserved.
Observations stay distinguishable
Source-owned observations are never silently promoted into derived facts. What a source reports and what H3XA concludes remain separate objects.
Derived analytics are labeled
Baselines, anomalies, events, situations, stress, trajectories, recovery, and recurrence are H3XA-derived analytical products and are marked as such.
Provenance is preserved
Every derived assessment retains a path back to the observations that support it, so a conclusion can always be inspected rather than trusted on faith.
Independent evidence increases confidence
Agreement across independent measurement streams raises confidence; repetition from a single upstream source does not.
Uncertainty is represented
Conflicting evidence and competing explanations remain visible. Missing evidence lowers confidence instead of disappearing from view.
Assessments can change
As new evidence arrives, derived assessments are revised. The record shows the arc of an assessment, not just its latest state.
When source names appear
H3XA's public surface does not publish its complete source catalog or ingestion architecture. Specific source names still appear where it matters: