Evidence discipline · international fairness · no identity shortcuts

One methodology, applied worldwide.

The atlas is designed to resist national stereotyping, declassification bias, mirror-imaging, propaganda capture, false balance, and the temptation to replace missing research with familiar Western or neighboring-country structures.

The fairness contract

global-country-context-fairness-v1 v1.1.0

  1. Apply the same research questions everywhere while preserving real institutional differences.
  2. Country, government, intelligence service, military, police, religion, population, diaspora, and individual are separate analytical units.
  3. Do not reward geopolitical prominence, military power, English-language source abundance, population size, or perceived threat with automatic research priority.
  4. Do not punish opacity with invented claims or reward transparency with a presumption of weakness.
  5. Use local terminology and local-language or regional scholarship where practicable, and disclose when source access is limited.
  6. Keep official structure, practical influence, independent confirmation, assessment, allegation, dispute, and unknown visibly separate.
  7. Treat oversight, due process, appeal, correction, exoneration, civil liberties, and human rights as part of institutional analysis rather than optional commentary.
  8. Regional context may frame research questions but cannot substitute for country-specific evidence.
  9. Small states, microstates, territories, observer states, recognition-variable jurisdictions, and states without conventional intelligence services receive equal analytical dignity.
  10. International liaison is not proof of subordination, and repeated reporting is not independent corroboration unless provenance is genuinely separate.
  11. Protected traits, names, languages, diagnoses, religions, residence, nationality, migration, or community affiliation never become suspicion, loyalty, competence, morality, politics, or behavior scores.

Evidence labels remain attached to claims.

Confidence describes the strength and independence of support—not whether a conclusion is politically convenient.

Officially confirmed

Published law, official organization, acknowledged appointment, or direct institutional statement. It describes the official position, not automatic proof of every practical behavior.

Independently confirmed

Supported by independent legal records, multilateral bodies, technical telemetry, or multiple reliable sources.

Strongly assessed

A high-confidence analytical conclusion based on converging evidence, clearly labeled as assessment.

Credibly alleged

A serious claim supported by reputable reporting or rights documentation but not independently adjudicated as fact.

Disputed

Official and independent accounts materially conflict. Both positions and the reason for disagreement remain visible.

Unknown

Public evidence is insufficient. The atlas says so rather than filling the gap with a stereotype.

Identity is modeled as a life history, not one nationality field.

country Or Area Code

Catalog and routing identifier only; it does not establish citizenship or sovereignty.

citizenships

Legal citizenships are explicit profile facts and may contain more than one value.

legal Nationality

A legal status field, not a complete cultural identity.

national Identity

Self-described identity may differ from citizenship, birthplace, or residence.

birthplace And Places Raised

Life-history fields that require their own chronology.

residence And Residency Status

Current place and legal status are separate from nationality.

family Origins And Migration Events

Causal bridges must be profile-established rather than inferred.

languages

Interface, biography, native, home, professional, literacy, and translation languages remain distinct.

Causal-bridge rule

Rare or cross-regional combinations are welcome. They become believable through chronology, migration, family, education, residence, community, language acquisition, work, relationships, routines, and memory—not by rejecting diversity and not by leaving unrelated random fields unexplained.

Three evidence levels on every country page

International fairness requires more than a large list of countries. It requires the site to say what kind of evidence supports each statement.

1. Country-specific report

May support a dated institutional profile when the exact source, cutoff, provenance, evidence labels, rights perspectives, and correction limits are retained.

2. Regional or cross-cutting context

May identify shared institutions, historical connections, comparison questions, and research gaps. It may not be promoted into a country-specific claim without verification.

3. Global catalog baseline

Provides route, entity, identity, language, and equal-checklist context while deliberately omitting unsupported institutional assertions.

Balanced future research

Equal research dignity through regional rotation and explicit small-state/territory inclusion; no threat, wealth, power, language, or media-attention score.

Standalone source integrity

All 40 sources are standalone package files. No newly supplied research archive is nested. The six agent outputs are exact versioned docs with bounded public summaries and current UAI references.

Language provenance

The site distinguishes the language of the interface from the languages of the character’s life. The frozen dataset currently includes 1515 territory-language context records across 250 country and area pages.

Native and home languages

Languages acquired through family and early life, including multilingual households, signed languages, heritage use, and regional variation when separately researched.

Professional and literacy languages

Languages used for work, education, reading, writing, technical domains, institutional settings, and translation specialties remain separate proficiency records.

Interface and translation layers

The game may display English while the character’s memories, counting, prayer, humor, swearing, or occupational vocabulary remain grounded elsewhere.

Territory data is not a person

CLDR population and official-status context can guide fictional authorship, but it never predicts an individual’s identity, competence, ethnicity, politics, religion, or loyalty.

Percentages may overlap

Multilingual estimates are non-additive. A language’s absence or small percentage never makes its speakers unimportant or less authentic.

Every authored language gets a bridge

Generated profiles state whether a language comes from family, early life, school, migration, residence, community, or professional experience.

The common country research checklist

Each detailed report is expected to address all of these domains or identify the public-evidence gap.

constitutional and legal basisformal institutional structureassessed practical authority and coordinationforeign intelligencedomestic security and counterintelligencemilitary and service intelligencepolice, criminal-investigation, border, maritime, financial, cyber, and technical functionsdirection, lawful collection, processing, analysis, dissemination, feedback, and correctionoversight, courts, legislatures, inspectors, auditors, media, civil society, remedies, and rights concernsinternational liaison, external dependence, and source-control rulesofficial position, independent evidence, assessment, allegation, dispute, and unknownstate-versus-population, religion-versus-militancy, diaspora, migration, language, and protected-trait auditcurrent-status freshness and correction pathnon-actionable fictional game translation

Foundation reports used by this methodology

These exact-byte user-supplied reports are published for review. They document the realism, identity, migration, language, and active-character requirements that shaped the shared contract; they are source material, not independent verification.

international-character-audit

Npc International Realism Audit

audit of identity, language, naming, migration, scene routing, and assistant-versus-NPC leakage

Read the exact supplied source

Original upload: Pasted text(259).txt · SHA-256 provenance is recorded in the source register.

npc-realism-review

Architectural Realism in Adult Role-Playing Game Design: An Exhaustive Evaluation of Psychosis, Intelligence, and Crisis Negotiation Profiles

character realism review covering ordinary life, relationships, dialogue, chronology, and persistent state

Read the exact supplied source

Original upload: NPC Character Realism Review.md · SHA-256 provenance is recorded in the source register.

adult-npc-realism-analysis

Realism Analysis of Adult NPC Characters

demographic, behavioral, timeline, relationship, and physical-plausibility analysis

Read the exact supplied source

Original upload: Realism Analysis of Adult NPC Characters.md · SHA-256 provenance is recorded in the source register.

active-character-contract

Active Fictional Character Product Contract

authoritative adult-user interaction, activation, profile-precedence, image, and safety behavior contract

Read the exact supplied source

Original upload: Pasted markdown(35).md · SHA-256 provenance is recorded in the source register.

Non-actionable boundary

Institutional and game-design education only; no actionable surveillance, evasion, coercion, intrusion, sabotage, weapons, or violence instructions.

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