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Nexus Foundry · Data and GRIx

Data and GRIx

A risk number is only as good as the record behind it. GRIx, the risk-data and semantic system of Nexus Foundry, is designed to register, standardize, link and score risk data so that every statement can be traced and reproduced. This page, published by The Global Centre for Risk and Innovation (GCRI), explains how data, ontology and time are governed, and which decisions stay with the owners of the data. The current service level is R0: information and enquiries.

Publisher
The Global Centre for Risk and Innovation
Field
Data and compute, Methods and modelling
Status
Established
Service level
R0: information and enquiries

Nexus Foundry · GIS and modelling workspaceGIS and modelling workspace, in outline: domain structure with placeholder names and illustrative values, not a record.

01In brief

The short answer.

GRIx is the risk-data and semantic system of Nexus Foundry, designed to register, standardize, link and score risk data so that every statement can be traced and reproduced. The page explains how data, ontology and time are governed, and which decisions stay with the owners of the data.

02Geography

Digital demand and connectivity in Indonesia.

Urban demand centres and the hubs that anchor digital and data infrastructure, shown for Indonesia as an example geography for this subject.

Urban demand centres and the hubs that anchor digital and data infrastructure.Indicator derived from Natural Earth at map scale; a screening view, not an assessment.
GCRI · Nexus Foundry · fieldDESIGN FIGURE
03Governed data

Preserve before transforming.

Sources

Source passports

Each source is registered with its owner, licence, access policy, update cadence, authority class and known limits before any record is standardized.

Originals

Original records kept

Originals are retained unchanged. Standardized fields are derived from them and linked back, never substituted for them.

Verification

Verification as dimensions

Integrity, conformance, plausibility, corroboration, method, rights and human review are shown separately, not as one badge.

04Ontology and time

Meaning, place and time are part of the record.

The GRIx ontology describes hazards, exposures, vulnerabilities, assets, institutions and their dependencies, with shapes that validate what enters the knowledge graph. Each risk record is bound to a spatial and temporal frame and a scenario branch, so the same asset can carry different states across time and across what-if branches without conflict. Indices and losses are designed to be computed from frozen data cuts with declared methodology versions, so they can be re-run and matched.

05Owner decisions

Decisions that stay with the data owner.

  • Whether data may enter a project at all, and for which purpose.
  • Who may see it, at which level of detail, and whether it may be published.
  • Whether it may be used to train or evaluate models.
  • How long it is kept, and when it is withdrawn.

Original source authority is retained. Nexus estimates stay labelled as estimates and never replace officially reported figures.

06Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Controlled vocabularyAn agreed list of terms used to describe data consistently.
Data lineageThe traceable path of data from its origin through each transformation to its current form.
Composite governance indexAn index combining several governance indicators, whose weighting and sources must be stated.
Data vintageThe release of a statistic, identified by date, since figures are revised after first publication.
07Indicators

Nexus indicators carry their own names and units.

GRIx indicators use GRIx-native names and units, with methods and uncertainty published. This page shows no indicator values; values appear only in released products, through Nexus Registry public records or Nexus Reports series. The scientific context is on GCRI data and GRIx.

08Questions

Questions and answers.

Does GRIx rank countries?
No. GRIx products describe risk with stated methods and uncertainty. Nexus Reports is not a ranking, and no score is a judgement of a government.
Can my institution keep control of its data?
Yes. The owner decides purpose, access, publication, model use and retention, and those decisions travel with the data.
What happens when a source is corrected?
Corrections create new versions with reasons, rather than overwriting history, and dependent products can be traced and updated.
Can I see where a published figure came from?
Released products are designed to resolve each figure to its sources, licences, transformations, model runs, uncertainty and the exact data cut used.
How do I offer a dataset?
Write to research@therisk.global. An offer is not acceptance; the source is registered only after its rights and limits are recorded.
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The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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