Work in progress IARPG-OPS-2 2.0.21-wip

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Archival context · equal structure · no country ranking

Understand places
before judging alignments.

Alliances make more sense when geography, people, institutions, livelihoods, infrastructure, and environmental pressures are visible beside them. This explorer adds that missing context without turning countries into scores or stereotypes.

The source is a preserved 2025 Factbook-derived CSV. It is useful historical context—not a live country feed. Every field keeps its own estimate year where detectable, and current claims still require current, locally informed evidence.

Direct answer

What is the World Context Explorer?

It is a browser-local reading and comparison layer built from a preserved 2025 Factbook-derived CSV. It publishes six neutral context lenses for 260 source entities and maps source context to all 195 countries in the international-coverage roadmap. It deliberately excludes military, terrorism, trafficking, and operational-targeting fields from the public explorer.

Source rows
32,594
Profiles
260
Roadmap coverage
195 / 195 countries
Published facts
11,781

How to use this page

Start broad, then inspect the date and source.

Use the explorer to understand context before opening alliance or institution analysis. No single number establishes how a place works, what its people believe, or which relationships it should have.

  1. 01
    Find a place or entitySearch by name or filter by roadmap region and entity class.
  2. 02
    Read all six lensesKeep people, institutions, economy, infrastructure, environment, and geography in the same frame.
  3. 03
    Check estimate yearsA 2025 snapshot contains fields measured in different years; the year stays beside each fact.
  4. 04
    Compare without rankingPlace up to three profiles side by side; missing values remain missing and no composite score is calculated.
Compose a current country proposal

Need current country prose?

Use the archive to ask questions.
Use new sources to answer them.

The Country Context Composer opens one of the 195 roadmap countries beside its archival six-lens baseline. Current claims require their own dates, source identity, scope, confidence, perspective, disagreement, rights, oversight, affected-community context, and correction record.

ARCHIVE

Read-only orientation

No archival field becomes a current claim automatically.

CURRENT

Source-by-source observations

Each claim carries dates, identity, scope, confidence, perspective, language, and review state.

INFERENCE

Assumptions stay labeled

Rationale and the test needed remain visible beside every inference.

FICTION

Gameplay stays bounded

Translations cite evidence and document anti-typecasting safeguards.

Browse, inspect, compare

One structure.
Many different contexts.

Profiles use the same display model, but they do not imply equal data quality or identical political status. Territories, dependencies, oceans, special areas, and supranational records remain visibly distinct from the 195-country roadmap.

SELECT A PROFILE

Context appears here.

Choose a country, territory, region, ocean, or institution. The explorer will load only that profile’s facts and preserve the source wording, estimate years, missing fields, and truth boundary.

Read places in layers

Context interrupts
the stereotype shortcut.

Each lens answers a different question. None can stand in for the others, and none establishes a country’s morality, loyalty, institutional quality, danger, or future alignment.

01

Place and physical context

Location, terrain, climate, scale, hazards, resources, and population distribution.

02

People and settlement

Population, languages, urbanization, age, education, and health context without identity scoring.

03

Institutions and public structure

Capital, government form, legal system, administrative structure, constitution, and international participation.

04

Economy and livelihoods

Economic overview, production, growth, prices, employment, industries, trade, and agriculture.

05

Connectivity and infrastructure

Internet, electricity, energy, airports, ports, railways, and merchant transport.

06

Environment and resource pressure

Environmental issues, emissions, water availability, withdrawal, and international agreements.

Data quality made visible

The source code field
is not a unique identity key.

The uploaded CSV calls one column ISO2, but eight values are reused across multiple entities. The publication therefore preserves that value as source_code and creates a separate stable entity_id.

This is not a cosmetic correction. Treating a reused code as unique could merge places, misattribute facts, or silently overwrite one record with another.

Source code values reused across multiple entities
Source codeEntities preserved separately
AUAshmore and Cartier Islands · Australia · Coral Sea Islands
EEEstonia · European Union
GBGuernsey · Isle of Man · Jersey · United Kingdom
PFClipperton Island · French Polynesia · Paracel Islands
PGPapua New Guinea · Spratly Islands
PSGaza Strip · West Bank
SJJan Mayen · Svalbard
UMNavassa Island · United States Pacific Island Wildlife Refuges · Wake Island

Archival truth boundary

A broad reference
is not a current verdict.

The CIA sunset The World Factbook in February 2026. This supplied 2025 snapshot is preserved because it remains useful for broad orientation, historical comparison, and fictional worldbuilding—not because every row is current today.

  1. 01
    Keep dates field-specific.

    The snapshot year describes the collection; each statistic may carry a different estimate year.

  2. 02
    Pair with local and current evidence.

    Contemporary claims require current official, primary, locally authored, or local-language sources where feasible.

  3. 03
    Preserve recognition disputes.

    Source naming is provenance. IARPG does not use one imported label to adjudicate sovereignty or identity.

  4. 04
    Never derive a threat score.

    Population, religion, language, development, geography, diagnosis, or political structure cannot serve as proxies for danger or recruitability.

Source, method, and machine records

Inspect the context layer
without trusting the interface alone.

The original CSV remains individually preserved under /docs/source-files/. The curated dataset, compact browser index, per-profile JSON, schemas, audit, durable report, and UAI routing are separate inspectable layers.

Connected tools and standards

Explore the wider AI ecosystem.