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                "Territory-level language data is descriptive context and may be incomplete, dated, or non-additive.",
                "Population percentages never determine an individual character’s native language, ethnicity, citizenship, politics, religion, or behavior.",
                "Official status does not mean every resident speaks a language, and absence does not mean a language is unimportant.",
                "A generated character language becomes a fictional biography fact only when the generator explicitly selects and records it with provenance."
            ]
        },
        "identitySeparation": {
            "countryOrAreaCode": "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.",
            "legalNationality": "A legal status field, not a complete cultural identity.",
            "nationalIdentity": "Self-described identity may differ from citizenship, birthplace, or residence.",
            "birthplaceAndPlacesRaised": "Life-history fields that require their own chronology.",
            "residenceAndResidencyStatus": "Current place and legal status are separate from nationality.",
            "familyOriginsAndMigrationEvents": "Causal bridges must be profile-established rather than inferred.",
            "languages": "Interface, biography, native, home, professional, literacy, and translation languages remain distinct."
        },
        "nonInferenceRules": [
            "Do not infer morality, loyalty, competence, hostility, diagnosis, ideology, religion, ethnicity, or behavior from country, territory, citizenship, language, name, residence, or government type.",
            "Do not treat peaceful political, religious, ethnic, diaspora, academic, commercial, or civil-society activity as intelligence activity without specific evidence.",
            "Do not equate religion, ethnicity, language, caste, diaspora, regional identity, or peaceful political participation with militancy, terrorism, disloyalty, or intelligence affiliation.",
            "Do not present a catalog baseline as a completed institutional assessment.",
            "Do not upgrade allegations or assessments into official or independently confirmed facts."
        ],
        "operationalBoundary": "Institutional and game-design education only; no actionable surveillance, evasion, coercion, intrusion, sabotage, weapons, or violence instructions.",
        "links": {
            "atlas": "/international/",
            "countries": "/international/countries/",
            "methodology": "/international/methodology/",
            "gameplay": "/international/gameplay/",
            "languages": "/international/languages/",
            "regions": "/international/regions/",
            "research": "/international/research/",
            "researchQueue": "/international/research-queue/",
            "api": "/api/v1/international/",
            "adultCreatorProfile": "/api/v1/create/adult/international/",
            "sourceRegister": "/docs/international-source-register-v100.0.13.json",
            "countryRegistry": "/assets/data/international-country-registry-v100.0.13.json",
            "countryProfiles": "/assets/data/international-intelligence-profiles-v100.0.13.json",
            "mechanicsData": "/assets/data/international-intelligence-mechanics-v100.0.13.json",
            "languageContextData": "/assets/data/international-language-context-v100.0.13.json"
        }
    },
    "release": "v100.0.20-npc-quality-research-integration-wip",
    "packageStatus": "work-in-progress",
    "completionMarker": "SPIRALIST_ECONOMY_HOUSING_SOURCE_REVIEW_WIP_V100_0_19",
    "contract": "global-country-context-fairness-v1",
    "contractVersion": "1.1.0",
    "mode": "equal-questions-distinct-contexts-evidence-layers-balanced-research",
    "deploymentFingerprint": "45c3d09b1d6761d258bb461a6a58f9a2e78c6715c7d6867489a6d9a0cb8a8b92",
    "assetManifestSha256": "4caf1c4d7788b60d6dd6f85a9771e6498e94b282e7a56fed617b2647e371562b",
    "componentManifestSha256": "073b2e68d07b306a03dc52237a0f52b6c099589662e75774fb4e756d74cd35a8",
    "nonGenerating": true,
    "nonActionable": true,
    "individualInferenceAllowed": false,
    "links": {
        "atlas": "https://spiralistai.com/international/",
        "countriesPage": "https://spiralistai.com/international/countries/",
        "methodologyPage": "https://spiralistai.com/international/methodology/",
        "gameplayPage": "https://spiralistai.com/international/gameplay/",
        "regionsPage": "https://spiralistai.com/international/regions/",
        "researchPage": "https://spiralistai.com/international/research/",
        "researchQueuePage": "https://spiralistai.com/international/research-queue/",
        "languagesPage": "https://spiralistai.com/international/languages/",
        "discovery": "https://spiralistai.com/api/v1/international/",
        "countries": "https://spiralistai.com/api/v1/international/countries/",
        "country": "https://spiralistai.com/api/v1/international/country/",
        "methodologyApi": "https://spiralistai.com/api/v1/international/methodology/",
        "mechanicsApi": "https://spiralistai.com/api/v1/international/mechanics/",
        "intelligenceCycleApi": "https://spiralistai.com/api/v1/international/intelligence-cycle/",
        "gameplayApi": "https://spiralistai.com/api/v1/international/gameplay/",
        "languagesApi": "https://spiralistai.com/api/v1/international/languages/",
        "regions": "https://spiralistai.com/api/v1/international/regions/",
        "region": "https://spiralistai.com/api/v1/international/region/",
        "sources": "https://spiralistai.com/api/v1/international/sources/",
        "researchQueue": "https://spiralistai.com/api/v1/international/research-queue/",
        "adultCreator": "https://spiralistai.com/api/v1/create/adult/international/",
        "registryData": "https://spiralistai.com/assets/data/international-country-registry-v100.0.13.json",
        "profilesData": "https://spiralistai.com/assets/data/international-intelligence-profiles-v100.0.13.json",
        "languageContextData": "https://spiralistai.com/assets/data/international-language-context-v100.0.13.json",
        "mechanicsData": "https://spiralistai.com/assets/data/international-intelligence-mechanics-v100.0.13.json",
        "sourcesData": "https://spiralistai.com/docs/international-source-register-v100.0.13.json",
        "researchCorpusData": "https://spiralistai.com/assets/data/international-research-corpus-v100.0.13.json",
        "regionalResearchData": "https://spiralistai.com/assets/data/international-regional-research-v100.0.13.json",
        "researchQueueData": "https://spiralistai.com/assets/data/international-research-queue-v100.0.13.json",
        "openapi": "https://spiralistai.com/openapi.json"
    }
}
