Public observability layer · demonstration & briefing

Demonstration & Institutional Presentation

Guided walkthroughs, story cards, and presentation layouts that operate over the live observational dataset. No simulated decisions; no causation inference.

demonstration mode · observational outputs · not a regulatory determination

Demonstration & presentation layer. All flows operate over the live observational dataset. No enforcement decisions are simulated. No causation is inferred. Not a regulatory determination.

Story cards

longitudinal_trend

Longitudinal trend example

How the platform shows a multi-year directional movement without inferring cause.

Movement is observed, not predicted.
Stable-coverage filter prevents publication noise inflating the signal.
Every value displayed is traceable to publication SHA.

open the live surface → /visual-observatory/state

comparison

Comparison example

How an LGA is positioned against peer LGAs without ranking it morally.

Percentiles are deterministic.
No venue is characterised as unsafe, harmful, or non-compliant.
Quantile bucketing only. No k-means, no learned models.

open the live surface → /comparative-observatory/lga-comparison

reform_timeline

Reform timeline example

How a reform is anchored against a fixed pre/post window with a strict 5-label assessment.

Window: 4 quarters each side, minimum 3 anchors per side.
Threshold: ±2.0% for material movement.
TOO_EARLY assessments are registry-honoured, not algorithmically inferred.

open the live surface → /reform-impact-monitor

provenance

Provenance example

How any export is traceable back to its source publication.

Envelope: SHA-256 hash, methodology version, confidence + evidence classification.
CSV outputs embed envelope as #-prefixed comments above the header row.
Sidecar JSON envelope is available alongside every CSV.

open the live surface → /research-export