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    "subtitle": "Ein Protokoll zur Messung der Repräsentation von Entitäten in generativen Systemen über die Weltbevölkerung hinweg",
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        {
          "blockId": "CH02-MB0008",
          "type": "paragraph",
          "text": "- Sprachen und Locale,",
          "sourceParagraph": 1321,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0009",
          "type": "paragraph",
          "text": "- Sitzungs- und Personalisierungszustände,",
          "sourceParagraph": 1322,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0010",
          "type": "paragraph",
          "text": "- Prompts,",
          "sourceParagraph": 1323,
          "language": "de-DE"
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        {
          "blockId": "CH02-MB0011",
          "type": "paragraph",
          "text": "- und Messzeiten.",
          "sourceParagraph": 1324,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0012",
          "type": "paragraph",
          "text": "Ein einziger aggregierter Wert DARF die Offenlegung von folgenden Punkten NICHT ersetzen:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0013",
          "type": "paragraph",
          "text": "- Reichweite und Abdeckung,",
          "sourceParagraph": 1328,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0014",
          "type": "paragraph",
          "text": "- Ergebnisverteilung,",
          "sourceParagraph": 1329,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0015",
          "type": "paragraph",
          "text": "- Untergruppenvariation,",
          "sourceParagraph": 1330,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0016",
          "type": "paragraph",
          "text": "- Auftreten kritischer Fehler,",
          "sourceParagraph": 1331,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0017",
          "type": "paragraph",
          "text": "- unbekannte und ungetestete Masse,",
          "sourceParagraph": 1332,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0018",
          "type": "paragraph",
          "text": "- zeitliche Stabilität,",
          "sourceParagraph": 1333,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0019",
          "type": "paragraph",
          "text": "- Gewichtungsregeln,",
          "sourceParagraph": 1334,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0020",
          "type": "paragraph",
          "text": "- und Unsicherheit.",
          "sourceParagraph": 1335,
          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0021",
          "type": "paragraph",
          "text": "Gleiche Durchschnitte DÜRFEN NICHT als gleichwertige Repräsentation interpretiert werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0022",
          "type": "paragraph",
          "text": "Qualität, wenn ihre Untergruppe, Schwere, Abdeckung oder Stabilität",
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          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0023",
          "type": "paragraph",
          "text": "Verteilungen wesentlich abweichen.",
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        {
          "blockId": "CH02-MB0024",
          "type": "paragraph",
          "text": "Ungetestete Gruppen DÜRFEN NICHT als konform unterstellt werden, und seltene schwerwiegende",
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          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0025",
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          "text": "Ergebnisse MÜSSEN weiterhin getrennt von der durchschnittlichen Leistung sichtbar bleiben.",
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        },
        {
          "blockId": "CH02-MB0026",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH02-MB0027",
          "type": "paragraph",
          "text": "Die Repräsentation einer Entität in generativen Systemen sollte als die bedingte beobachtbare Ergebnisverteilung bewertet werden, die zwischen definierten KI-Produkten und Nutzeroberflächen, Nutzern oder Stichprobeneinheiten, Ländern, Sprachen und Regionen, Sitzungs- und Personalisierungszuständen, Prompts und Messzeiten entsteht. Eine einzelne aggregierte Punktzahl kann den Umfang, die Ergebnisverteilung, Unterschiede zwischen Untergruppen, die kritische Fehlerrate, unbekannte und ungetestete Populationen, zeitliche Stabilität, Gewichtungen und Unsicherheiten nicht unsichtbar machen. Derselbe Durchschnitt bedeutet nicht gleichwertige Repräsentationsqualität für materiell unterschiedliche Verteilungen.",
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      ]
    },
    {
      "chapter": 3,
      "chapterId": "NOMOS-GEO-AUDIT-CH03",
      "title": "Welche Entität wird eigentlich geprüft?",
      "subtitle": null,
      "sourceIds": [
        "K10",
        "K11"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH03-R01",
      "normativeRuleEnglish": "Every GEO audit MUST define and version, before observing results: - a prompt anchor, - a target entity, - an entity type, - a canonical identity record, - a relationship graph, - a temporal and jurisdictional boundary, - an audit object, - and a conformity unit. Domains, brands, legal entities, corporate groups, subsidiaries, products, services, persons, franchises, distributors, platforms, and sellers MUST NOT be treated as interchangeable entities. Attributes, credentials, licenses, customers, employees, performance, authority, and conformity MUST NOT transfer across related entities unless the relationship, scope, time, and evidence explicitly support that transfer. The entity resolved by the AI product MUST be evaluated separately from the factual accuracy of the response. A conformity decision MUST apply only to the explicitly identified entity and audited scope. It MUST NOT automatically extend to affiliates, products, jurisdictions, languages, domains, future versions, or related entities.",
      "normativeRuleSourceTurkish": "Her GEO denetimi sonuçlar görülmeden önce prompt çapasını, hedef varlığı, varlık türünü, kanonik kimlik kaydını, ilişki grafiğini, zamansal ve hukuki sınırı, denetim nesnesini ve uygunluk birimini tanımlayıp sürümlemek zorundadır. Alan adı, marka, hukuki şirket, şirketler grubu, bağlı kuruluş, ürün, hizmet, kişi, franchise, distribütör, platform ve satıcı birbirinin yerine kullanılamaz. Özellikler ve uygunluk, açık ilişki, kapsam, zaman ve kanıt bulunmadan ilişkili varlıklara aktarılamaz. AI ürününün çözümlediği varlık, yanıtın maddi doğruluğundan ayrı değerlendirilmelidir.",
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          "text": "This record:",
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          "text": "does not by itself prove that the relation is correct,",
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        },
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          "blockId": "CH03-MB0087",
          "type": "paragraph",
          "text": "does not replace a legal record,",
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        },
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          "type": "paragraph",
          "text": "does not properly declare all subsidiaries.",
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          "text": "- a temporal and jurisdictional boundary,",
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          "type": "paragraph",
          "text": "NOT be treated as interchangeable entities.",
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          "type": "paragraph",
          "text": "Attributes, credentials, licenses, customers, employees, performance,",
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          "type": "paragraph",
          "text": "authority, and conformity MUST NOT transfer across related entities",
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          "blockId": "CH03-MB0106",
          "type": "paragraph",
          "text": "unless the relationship, scope, time, and evidence explicitly support",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "The entity resolved by the AI product MUST be evaluated separately from",
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          "type": "paragraph",
          "text": "the factual accuracy of the response.",
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          "text": "A conformity decision MUST apply only to the explicitly identified",
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          "blockId": "CH03-MB0111",
          "type": "paragraph",
          "text": "entity and audited scope. It MUST NOT automatically extend to affiliates,",
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          "text": "Normative Turkish equivalent:",
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          "text": "Before the results of each GEO audit are seen, the prompt anchor, target entity, entity type, canonical identity record, relationship graph, temporal and legal boundary, audit object, and conformity unit must be defined and versioned. Domain name, brand, legal company, corporate group, subsidiary, product, service, person, franchise, distributor, platform, and vendor cannot be used interchangeably. Attributes and compliance cannot be transferred to related entities without explicit relationship, scope, time, and evidence. The entity analysed by the AI product must be evaluated separately from the factual accuracy of the response.",
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          "type": "paragraph",
          "text": "Dieser Datensatz:",
          "sourceParagraph": 1384,
          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0046",
          "type": "paragraph",
          "text": "behaupten Sie nicht, die absolute Wahrheit zu vertreten,",
          "sourceParagraph": 1385,
          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0047",
          "type": "paragraph",
          "text": "kann sich mit neuen Nachweisen ändern,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0048",
          "type": "paragraph",
          "text": "bewahrt den Umfang und die Unsicherheit der Nachweise.",
          "sourceParagraph": 1387,
          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0049",
          "type": "paragraph",
          "text": "REGEL DES KAPITELS 43 VON DER MASCHINE LESBAR",
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        },
        {
          "blockId": "CH04-MB0050",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH04-R01",
          "sourceParagraph": 1390,
          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0051",
          "type": "paragraph",
          "text": "Jede wesentliche Aussage eines generativen Systems über eine geprüfte Entität MUSS",
          "sourceParagraph": 1392,
          "language": "de-DE"
        },
        {
          "blockId": "CH04-MB0052",
          "type": "paragraph",
          "text": "gegen zwei separat versionierte Referenzschichten bewertet werden:",
          "sourceParagraph": 1393,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 5,
      "chapterId": "NOMOS-GEO-AUDIT-CH05",
      "title": "Die relevante Nutzerpopulation für jedes KI-Produkt",
      "subtitle": null,
      "sourceIds": [
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        "K06",
        "K07"
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      "normativeRuleEnglish": "Every GEO population audit MUST define, before result inspection, a time-bound and product-specific target user population for each: - AI product and user surface, - country or jurisdiction, - age and lawful-access condition, - account or plan condition, - language and locale, - interface, - prompt family, - and measurement purpose. Total resident population MUST NOT be treated as product-eligible population without justified eligibility adjustments. Product unavailability MUST be reported as an access-coverage limitation, not silently scored as incorrect representation or silently removed from global scope. Potential access, active use, actual exposure, Native Reach, Common Support, market relevance, and research observability MUST remain distinct population concepts. Persons, accounts, sessions, languages, and product observations MUST NOT be treated as interchangeable population units. Oversampled countries, languages, and accessibility groups MUST be reweighted for population estimates while remaining separately visible for fairness and coverage analysis. Country Observer observations MAY establish geographic observation coverage, but MUST NOT be represented as statistically reliable country scores. Participants MUST NOT be required to bypass product, geographic, age, identity, or account restrictions in order to enter the official population panel. Every population frame MUST be versioned, sourced, uncertainty-aware, and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Her GEO nüfus denetimi, sonuçlar görülmeden önce her AI ürünü ve kullanıcı yüzeyi, ülke veya yargı alanı, yaş ve meşru erişim koşulu, hesap veya plan, dil ve locale, arayüz, prompt ailesi ve ölçüm amacı için zamana bağlı ürün-özel hedef kullanıcı nüfusu tanımlamalıdır. Toplam yerleşik nüfus, gerekçeli uygunluk ayarlamaları olmadan ürün-uygun nüfus sayılamaz. Ürün erişiminin bulunmaması yanlış temsil olarak puanlanmamalı; erişim kapsamı sınırlaması olarak ayrıca gösterilmelidir. Kişi, hesap, oturum, dil ve ürün gözlemi birbirinin yerine kullanılamaz. Gözcü gözlemleri ülke görünürlüğü sağlayabilir; istatistiksel ülke skoru olarak sunulamaz.",
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          "text": "SYNTHETIC SCHEMA EXAMPLE",
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          "text": "RULE OF THE CHAPTER 43 READABLE BY MACHINE",
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          "text": "Each GEO population audit should define a time-bound product-specific target user population for every AI product and user surface, country or jurisdiction, age and legitimate access condition, account or plan, language and locale, interface, prompt family, and measurement purpose before results are seen. The total embedded population cannot be counted as a product-eligible population without justified eligibility adjustments. Lack of product access should not be scored as misrepresentation; it should be shown separately as an access coverage limitation. Person, account, session, language, and product observation cannot be used interchangeably. Country Observer observations can provide country visibility; they cannot be presented as a statistical country score.",
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          "type": "paragraph",
          "text": "Unterstützung, Marktrelevanz und Forschungsbeobachtbarkeit MÜSSEN weiterhin",
          "sourceParagraph": 1573,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0103",
          "type": "paragraph",
          "text": "distinkte Bevölkerungskonzepte bleiben.",
          "sourceParagraph": 1574,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0104",
          "type": "paragraph",
          "text": "Personen, Konten, Sitzungen, Sprachen und Produktbeobachtungen DÜRFEN NICHT",
          "sourceParagraph": 1576,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0105",
          "type": "paragraph",
          "text": "als austauschbare Bevölkerungseinheiten behandelt werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0106",
          "type": "paragraph",
          "text": "Überrepräsentierte Länder, Sprachen und Zugänglichkeitsgruppen MÜSSEN",
          "sourceParagraph": 1579,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0107",
          "type": "paragraph",
          "text": "für Bevölkerungsschätzungen neu gewichtet werden, während sie separat sichtbar bleiben",
          "sourceParagraph": 1580,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0108",
          "type": "paragraph",
          "text": "für Fairness- und Abdeckungsanalysen.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0109",
          "type": "paragraph",
          "text": "Beobachtungen von Länderbeobachtern KÖNNEN die geografische Beobachtungsabdeckung festlegen, dürfen jedoch",
          "sourceParagraph": 1583,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0110",
          "type": "paragraph",
          "text": "NICHT als statistisch verlässliche Länderscores repräsentiert werden.",
          "sourceParagraph": 1584,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0111",
          "type": "paragraph",
          "text": "Teilnehmer DÜRFEN NICHT verpflichtet werden, Produkt-, geografische-, Alters-,",
          "sourceParagraph": 1586,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0112",
          "type": "paragraph",
          "text": "Identitäts- oder Kontoeinschränkungen zu umgehen, um am offiziellen",
          "sourceParagraph": 1587,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0113",
          "type": "paragraph",
          "text": "Bevölkerungs-Panel teilzunehmen.",
          "sourceParagraph": 1588,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0114",
          "type": "paragraph",
          "text": "Jeder Bevölkerungsrahmen MUSS versioniert, bezogen und unsicherheitsbewusst sein,",
          "sourceParagraph": 1590,
          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0115",
          "type": "paragraph",
          "text": "und auf einen verantwortlichen Menschen oder eine Organisation zurückzuführen.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0116",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH05-MB0117",
          "type": "paragraph",
          "text": "Jedes GEO-Bevölkerungs-Audit sollte für jedes KI-Produkt und jede Nutzeroberfläche, jedes Land oder jede Gerichtsbarkeit, jedes Alter und jede legitime Zugriffsbedingung, jedes Konto oder jede Abonnementart, jede Sprache und jeden Standort, jede Schnittstelle, jede Prompt-Familie und jeden Messzweck eine zeitlich begrenzte, produktspezifische Zielnutzerpopulation definieren, bevor Ergebnisse betrachtet werden. Die insgesamt eingebettete Population kann nicht als produkterlaubte Population gezählt werden, ohne dass gerechtfertigte Anpassungen der Berechtigung vorgenommen wurden. Ein fehlender Produktzugang sollte nicht als Falschdarstellung gewertet werden; er sollte separat als Einschränkung der Zugangsabdeckung dargestellt werden. Person, Konto, Sitzung, Sprache und Produktbeobachtung können nicht austauschbar verwendet werden. Beobachtungen von Länderbeobachtern können Einblicke in das Land geben; sie können jedoch nicht als statistische Länderbewertung dargestellt werden.",
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          "language": "de-DE"
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    },
    {
      "chapter": 6,
      "chapterId": "NOMOS-GEO-AUDIT-CH06",
      "title": "Die bevölkerungsproportionale GEO-1000-Stichprobe",
      "subtitle": null,
      "sourceIds": [
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        "K07",
        "K08"
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      "normativeRuleId": "NOMOS-AUDIT-CH06-R01",
      "normativeRuleEnglish": "For each AI product and principal measurement wave, the GEO-1000 Population Panel SHOULD target at least 1,000 valid product-observations unless a different target is explicitly justified. Sample allocation MUST be designed, versioned, and locked before AI responses are observed. Primary allocation MUST be based on the product-eligible target population, not raw resident population, invitation counts, accounts, sessions, or convenience availability. Fractional allocations MUST be converted to integer quotas using a predeclared, reproducible, outcome-blind method. Positive-mass populations MUST NOT be deterministically assigned zero selection probability when the audit claims inference to the full target population. Small populations MAY be represented through justified pooled strata and probability-proportional selection. Country Observer, Language Fairness, and Accessibility observations MAY supplement the main panel, but MUST remain separately labelled and appropriately reweighted. Oversampled groups MUST NOT receive their raw sample share as population weight. Participant replacement MUST be based only on predeclared recruitment or protocol-validity conditions. Incorrect, negative, refused, or critical AI outputs MUST NOT trigger replacement. Persons, accounts, sessions, languages, and AI-product observations MUST remain distinct units. Design weights, nonresponse adjustments, calibration, trimming, clustering, paired observations, and effective sample size MUST be documented. Any post-result change to quotas, strata, pools, weights, exclusions, or sample targets MUST create a new analysis version and preserve the original record.",
      "normativeRuleSourceTurkish": "Her AI ürünü ve ana ölçüm dalgası için GEO-1000 Population Panel, farklı bir hedef açıkça gerekçelendirilmedikçe en az 1.000 geçerli ürün-gözlemini hedeflemelidir. Örneklem tahsisi AI yanıtları görülmeden önce tasarlanmalı, sürümlenmeli ve kilitlenmelidir. Ana tahsis toplam ülke nüfusuna, davet sayısına, hesaplara, oturumlara veya kolaylık örneklemine değil ürün-uygun hedef insan nüfusuna dayanmalıdır. Küsuratlı kotalar önceden ilan edilmiş ve sonuçtan bağımsız yöntemle tam sayıya çevrilmelidir. Pozitif nüfus kütlesi taşıyan gruplara, bütün hedef nüfus adına çıkarım yapılırken deterministik sıfır seçilme olasılığı verilemez. Fazla örneklenen gruplar ham örneklem paylarını nüfus ağırlığı olarak kullanamaz. Yanlış, olumsuz, ret veya Critical AI çıktısı katılımcı değiştirme nedeni olamaz.",
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          "text": "Normative Turkish equivalent:",
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          "text": "For each AI product and main measurement wave, the GEO-1000 Population Panel should target at least 1,000 valid product-observations unless a different target is explicitly justified. Sample allocation should be designed, finalised, and locked before AI responses are seen. The main allocation should be based on the product-eligible target human population, not on total country population, number of invitations, accounts, sessions, or convenience samples. Fractional quotas should be announced in advance and rounded to whole numbers using a method independent of the results. Groups with a positive population mass cannot be assigned a deterministic zero probability of selection when making inferences for the entire target population. Over-sampled groups cannot use raw sample shares as population weights. Incorrect, negative, rejected, or Critical AI output cannot be a reason for participant replacement.",
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          "blockId": "CH06-MB0092",
          "type": "paragraph",
          "text": "vordeklarierte, reproduzierbare, ergebnisunabhängige Methode.",
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          "text": "Populationen mit positiver Masse DÜRFEN NICHT deterministisch auf Null gesetzt werden",
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          "text": "Auswahlwahrscheinlichkeit, wenn die Prüfung eine Schlussfolgerung auf die gesamte Zielgruppe zieht",
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          "text": "Bevölkerung. Kleine Bevölkerungen KÖNNEN durch gerechtfertigtes Zusammenfassen repräsentiert werden",
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          "text": "Schichten und wahrscheinlichkeitsskalierte Auswahl.",
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          "text": "Beobachtungen des Länderbeobachters, Sprachgerechtigkeit und Barrierefreiheit KÖNNEN",
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          "blockId": "CH06-MB0098",
          "type": "paragraph",
          "text": "die Haupttafel ergänzen, MUSS aber separat gekennzeichnet bleiben und",
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        },
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          "blockId": "CH06-MB0099",
          "type": "paragraph",
          "text": "angemessen neu gewichtet.",
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          "text": "Überabgetastete Gruppen DÜRFEN ihren rohen Stichprobenanteil nicht als Bevölkerung erhalten",
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          "text": "Gewicht.",
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          "text": "Der Ersatz von Teilnehmern MUSS ausschließlich auf vorab angekündigter Rekrutierung basieren oder",
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          "text": "Protokoll-Gültigkeitsbedingungen. Falsche, negative, abgelehnte oder kritische KI",
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          "text": "Ausgaben dürfen keinen Ersatz auslösen.",
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          "text": "Personen, Konten, Sitzungen, Sprachen und KI-Produktbeobachtungen MÜSSEN",
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          "language": "de-DE"
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          "blockId": "CH06-MB0106",
          "type": "paragraph",
          "text": "bleiben eigenständige Einheiten.",
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          "blockId": "CH06-MB0107",
          "type": "paragraph",
          "text": "Designgewichte, Nichtantwortanpassungen, Kalibrierung, Trimmen, Clustering,",
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          "language": "de-DE"
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          "type": "paragraph",
          "text": "Gepaarte Beobachtungen und effektive Stichprobengröße MÜSSEN dokumentiert werden.",
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        },
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          "blockId": "CH06-MB0109",
          "type": "paragraph",
          "text": "Jegliche nachträgliche Änderung der Quoten, Schichten, Pools, Gewichte, Ausschlüsse oder",
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          "blockId": "CH06-MB0110",
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          "text": "Beispielziele MÜSSEN eine neue Analyseversion erstellen und das Original bewahren",
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        {
          "blockId": "CH06-MB0111",
          "type": "paragraph",
          "text": "Aufzeichnen.",
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          "blockId": "CH06-MB0112",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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          "blockId": "CH06-MB0113",
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          "text": "Für jedes KI-Produkt und jede Hauptmessungswelle sollte das GEO-1000-Populationspanel mindestens 1,000 gültige Produktbeobachtungen anstreben, sofern ein anderer Zielwert nicht ausdrücklich gerechtfertigt ist. Die Stichprobenverteilung sollte geplant, finalisiert und festgeschrieben werden, bevor KI-Antworten eingesehen werden. Die Hauptverteilung sollte auf der produktberechtigten Zielgruppe basieren, nicht auf der Gesamtbevölkerung des Landes, der Anzahl der Einladungen, Konten, Sitzungen oder Zufallsstichproben. Bruchquoten sollten im Voraus angekündigt und auf ganze Zahlen gerundet werden, wobei eine Methode verwendet wird, die unabhängig von den Ergebnissen ist. Gruppen mit einer positiven Bevölkerungsmasse können bei der Ableitung von Schlussfolgerungen für die gesamte Zielpopulation nicht mit einer deterministischen Nullwahrscheinlichkeit für die Auswahl belegt werden. Überproportional beprobte Gruppen können Rohprobenanteile nicht als Populationsgewichte verwenden. Falsche, negative, abgelehnte oder kritische KI-Ergebnisse können kein Grund für den Ersatz von Teilnehmern sein.",
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      "title": "Panels für Länderbeobachtung und Sprachgerechtigkeit",
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          "text": "\"panelRolesKeptSeparate\": wahr,",
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        },
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          "text": "\"duplicateFullWeightingProhibited\": wahr,",
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          "text": "\"accountableHumanRole\": \"LAND_SPRACHE_PANEL_EIGENTÜMER\"",
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        },
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          "text": "\"lockedAt\": \"2026-08-18 T0 9:00:00 Z\"",
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          "text": "Dieser Datensatz:",
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          "type": "paragraph",
          "text": "dies ist keine echte Länder- oder Sprachendaten,",
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          "language": "de-DE"
        },
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          "type": "paragraph",
          "text": "dies ist keine tatsächliche KI-Leistung,",
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          "language": "de-DE"
        },
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          "blockId": "CH07-MB0089",
          "type": "paragraph",
          "text": "es ist eine maschinenlesbare synthetische Repräsentation der Panel-Unterscheidung.",
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        },
        {
          "blockId": "CH07-MB0090",
          "type": "paragraph",
          "text": "MASCHINENLESESBARE REGEL DER SEKTION 48",
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        },
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          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH07-R01",
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        },
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          "text": "das GEO-1000 Bevölkerungs-Panel, Länderbeobachter-Panel und Sprache",
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          "language": "de-DE"
        },
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          "blockId": "CH07-MB0093",
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          "text": "Fairness-Panel MUSS in Zweck, Stichprobe, Gewichtung und",
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          "language": "de-DE"
        },
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          "blockId": "CH07-MB0094",
          "type": "paragraph",
          "text": "öffentlichen Behauptungen unterscheiden bleiben.",
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        },
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          "blockId": "CH07-MB0095",
          "type": "paragraph",
          "text": "eine Länderbeobachter-Beobachtung KANN feststellen, dass eine Zugangsbedingung,",
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        },
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          "blockId": "CH07-MB0096",
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          "text": "Antwort, Anomalie oder kritischer Vorfall in einem definierten Bereich aufgetreten ist",
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        },
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          "blockId": "CH07-MB0097",
          "type": "paragraph",
          "text": "Land-Produkt-Sprachkontext.",
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        },
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          "blockId": "CH07-MB0098",
          "type": "paragraph",
          "text": "Eine Beobachtung durch einen Länderbeobachter DARF NICHT als Länderprävalenz repräsentiert werden",
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          "language": "de-DE"
        },
        {
          "blockId": "CH07-MB0099",
          "type": "paragraph",
          "text": "Schätzung oder Länder-GEO-Score.",
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          "blockId": "CH07-MB0100",
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          "text": "Abdeckung der Länderbeobachtung, bevölkerungsgewichtete Beobachtungsabdeckung,",
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        },
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          "blockId": "CH07-MB0101",
          "type": "paragraph",
          "text": "und Abdeckung der Länderschätzung MUSS separat berichtet werden.",
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        },
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          "blockId": "CH07-MB0102",
          "type": "paragraph",
          "text": "Jedes berechtigte Land SOLLTE eine positive Wahrscheinlichkeit der",
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        },
        {
          "blockId": "CH07-MB0103",
          "type": "paragraph",
          "text": "Beobachtung innerhalb eines vorher festgelegten Überwachungszyklus erhalten, sofern es nicht",
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          "language": "de-DE"
        },
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          "blockId": "CH07-MB0104",
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          "text": "explizit außerhalb des rechtmäßigen Natürliche Reichweite des Produkts liegt.",
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        },
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          "blockId": "CH07-MB0105",
          "type": "paragraph",
          "text": "Sprachfairness MUSS eine materiell vergleichbare Repräsentation bewerten",
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        },
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          "blockId": "CH07-MB0106",
          "type": "paragraph",
          "text": "unter semantisch äquivalenten Eingaben und vergleichbaren Kontexten. Es MUSS",
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          "text": "NICHT wortwörtlich identische Antworten erfordern oder legitime lokale",
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          "text": "Unterschiede ignorieren.",
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          "blockId": "CH07-MB0109",
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          "text": "Überrepräsentierte Sprachen MÜSSEN an ihre Zielanteile in der",
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        },
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          "blockId": "CH07-MB0110",
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          "text": "Gesamtbevölkerung angepasst werden.",
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          "text": "Bevölkerungsgewichtete Punktzahlen, gleichsprachige Diagnostikwerte, Sprach",
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          "blockId": "CH07-MB0112",
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          "text": "untergrenzen, kritische Fehlerquoten, Unbekannt-Quoten und ungetestete Sprachen MÜSSEN",
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        },
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          "blockId": "CH07-MB0113",
          "type": "paragraph",
          "text": "separat sichtbar bleiben.",
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        },
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          "blockId": "CH07-MB0114",
          "type": "paragraph",
          "text": "Eine Sprachdiskrepanz DARF NICHT ausschließlich dem KI-Produkt zugeschrieben werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH07-MB0115",
          "type": "paragraph",
          "text": "bevor Aufforderungsäquivalenz, Referenzparität, Messparität und",
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        },
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          "blockId": "CH07-MB0116",
          "type": "paragraph",
          "text": "Entscheidungsparität beurteilt werden.",
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        },
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          "blockId": "CH07-MB0117",
          "type": "paragraph",
          "text": "Eine einzelne Beobachtung KANN mehrere diagnostische Panel-Tags tragen, darf aber",
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          "blockId": "CH07-MB0118",
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          "text": "NICHT dasselbe Gewicht der Gesamtpopulation doppelt erhalten.",
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          "blockId": "CH07-MB0119",
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          "text": "Kritische Beobachter-Vorfälle KÖNNEN bestätigende Stichproben und",
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          "blockId": "CH07-MB0120",
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          "text": "Konformitätsprüfung auslösen, ohne als Nachweis für eine Länder-",
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          "text": "Prävalenz behandelt zu werden.",
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          "blockId": "CH07-MB0122",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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        },
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          "blockId": "CH07-MB0123",
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          "text": "GEO-1000 Bevölkerungspanel, Länderbeobachter-Panel und Sprachgerechtigkeits-Panel sollten in Bezug auf Zweck, Stichprobe, Gewichtung und öffentliche Aussage getrennt gehalten werden. Eine einzelne Länderbeobachter-Beobachtung kann zeigen, dass eine bestimmte Zugangsbedingung, Antwort, Anomalie oder ein kritisches Ereignis in einem bestimmten Land–Produkt–Sprachkontext aufgetreten ist; sie kann nicht als Ländervorherrschaftsschätzung oder Länder-GEO-Score präsentiert werden. Die Länderabdeckung, die bevölkerungsgewichtete Abdeckung und die Abdeckung der Länderschätzung sollten getrennt berichtet werden. Sprachliche Fairness sollte die materielle Repräsentation in semantisch äquivalenten Eingaben und vergleichbaren Bedingungen bewerten; sie sollte keine wortwörtlich identischen Antworten verlangen und keine legitimen lokalen Unterschiede ignorieren. Übermäßig gesampelte Sprachen sollten neu gewichtet werden, um die tatsächlichen Zielpopulationsanteile in globalen Bevölkerungs-schätzungen widerzuspiegeln.",
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          "text": "It does not belong to a real participant,",
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          "text": "Chapter 58 machine-readable rule",
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          "text": "RULE ID: NOMOS-AUDIT-CH08-R01",
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          "text": "Within-panel random selection MUST NOT be represented as random selection",
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          "text": "AI-product observations MUST remain distinct units.",
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        {
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          "text": "Weighting MAY reduce observed imbalance, but MUST NOT be represented as",
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          "type": "paragraph",
          "text": "creating observations for populations absent from the sampling frame or",
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          "text": "Every GEO-1000 observation must carry a verifiable participant selection path from target population and sampling frame through selection, invitation, consent, assignment, completion, protocol verification, exclusion, and final weighting. Random selection within the panel cannot be presented as random selection from the global target population unless the full population participation mechanism supports it. The participant's selection, reward, verification, modification, exclusion, and weighting cannot depend on whether the AI response is positive, negative, correct, incorrect, rejected, Critical, or commercially viable. Weighting can reduce observed imbalance; it cannot make people who are completely absent from the sampling frame appear observed.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0061",
          "type": "paragraph",
          "text": "\"nonresponseAdjustment\": 1.08,",
          "sourceParagraph": 1864,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0062",
          "type": "paragraph",
          "text": "\"calibrationAdjustment\": 1.24,",
          "sourceParagraph": 1865,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0063",
          "type": "paragraph",
          "text": "\"finalWeight\": 1.339 2,",
          "sourceParagraph": 1866,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0064",
          "type": "paragraph",
          "text": "\"outcomeUsedInWeighting\": false,",
          "sourceParagraph": 1867,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0065",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1868,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0066",
          "type": "paragraph",
          "text": "\"Privatsphäre\": {",
          "sourceParagraph": 1869,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0067",
          "type": "paragraph",
          "text": "\"publicIdentityDisclosure\": false,",
          "sourceParagraph": 1870,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0068",
          "type": "paragraph",
          "text": "\"screenshotRedactionRequired\": wahr,",
          "sourceParagraph": 1871,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0069",
          "type": "paragraph",
          "text": "\"publicEvidenceManifest\": wahr,",
          "sourceParagraph": 1872,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0070",
          "type": "paragraph",
          "text": "\"rawEvidenceAccess\": \"GEREGELTER_PRÜFZUGANG\"}",
          "sourceParagraph": 1873,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0071",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1874,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0072",
          "type": "paragraph",
          "text": "\"Verantwortlichkeit\": {",
          "sourceParagraph": 1875,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0073",
          "type": "paragraph",
          "text": "\"selectionOwnerRole\": \"TEILNEHMER_AUSWAHL_LEITER\",",
          "sourceParagraph": 1876,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0074",
          "type": "paragraph",
          "text": "\"validityReviewerRole\": \"GEBLENDETER_PROTOKOLL_PRÜFER\",",
          "sourceParagraph": 1877,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0075",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1878,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0076",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1879,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0077",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1880,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0078",
          "type": "paragraph",
          "text": "Dieser Datensatz:",
          "sourceParagraph": 1881,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0079",
          "type": "paragraph",
          "text": "Es gehört zu keinem echten Teilnehmer,",
          "sourceParagraph": 1882,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0080",
          "type": "paragraph",
          "text": "Es handelt sich nicht um echte Paneldaten,",
          "sourceParagraph": 1883,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0081",
          "type": "paragraph",
          "text": "Es ist ein synthetisches Maschinendiagramm der Teilnehmerauswahlkette.",
          "sourceParagraph": 1884,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0082",
          "type": "paragraph",
          "text": "Kapitel 58 maschinenlesbare Regel",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0083",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH08-R01",
          "sourceParagraph": 1887,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0084",
          "type": "paragraph",
          "text": "Jede GEO-1000-Beobachtung MUSS einen überprüfbaren Teilnehmerauswahlpfad",
          "sourceParagraph": 1889,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0085",
          "type": "paragraph",
          "text": "von der Zielpopulation und der Stichprobenbasis über Auswahl,",
          "sourceParagraph": 1890,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0086",
          "type": "paragraph",
          "text": "Einladung, Zustimmung, Zuordnung, Abschluss, Protokollvalidierung,",
          "sourceParagraph": 1891,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0087",
          "type": "paragraph",
          "text": "Ausschluss und endgültige Gewichtung beibehalten.",
          "sourceParagraph": 1892,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0088",
          "type": "paragraph",
          "text": "Die zufällige Auswahl innerhalb des Panels DARF NICHT als zufällige Auswahl",
          "sourceParagraph": 1894,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0089",
          "type": "paragraph",
          "text": "aus der globalen Zielpopulation dargestellt werden, es sei denn, der Mechanismus",
          "sourceParagraph": 1895,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0090",
          "type": "paragraph",
          "text": "zur vollständigen Einbeziehung der Population unterstützt diese Behauptung.",
          "sourceParagraph": 1896,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0091",
          "type": "paragraph",
          "text": "Teilnehmerrekrutierung, Zuweisung, Vergütung, Validierung,",
          "sourceParagraph": 1898,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0092",
          "type": "paragraph",
          "text": "Ersatz, Ausschluss und Gewichtung MÜSSEN unabhängig davon bleiben, ob",
          "sourceParagraph": 1899,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0093",
          "type": "paragraph",
          "text": "die KI-Antwort positiv, negativ, korrekt, inkorrekt, verweigert,",
          "sourceParagraph": 1900,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0094",
          "type": "paragraph",
          "text": "kritisch oder kommerziell günstig ist.",
          "sourceParagraph": 1901,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0095",
          "type": "paragraph",
          "text": "Personen, Konten, Geräte, Sitzungen, Sprachen, Panelmitgliedschaften und",
          "sourceParagraph": 1903,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0096",
          "type": "paragraph",
          "text": "KI-Produktbeobachtungen MÜSSEN als eigenständige Einheiten bleiben.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0097",
          "type": "paragraph",
          "text": "Wahrscheinlichkeit, Opt-in, Open-Call, vom Kunden bereitgestellt, institutionell und hybrid",
          "sourceParagraph": 1906,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0098",
          "type": "paragraph",
          "text": "Teilnehmerquellen MÜSSEN separat identifiziert werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0099",
          "type": "paragraph",
          "text": "Gewichtung KANN das beobachtete Ungleichgewicht verringern, DARF ABER NICHT repräsentiert werden als",
          "sourceParagraph": 1909,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0100",
          "type": "paragraph",
          "text": "dass Beobachtungen für Populationen erzeugt werden, die im Stichprobenrahmen fehlen, oder",
          "sourceParagraph": 1910,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0101",
          "type": "paragraph",
          "text": "dass nicht gemessene Selektionen mit Sicherheit korrigiert werden.",
          "sourceParagraph": 1911,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0102",
          "type": "paragraph",
          "text": "Ungewichtete Ergebnisse, gewichtete Ergebnisse, Gewichtungsdiagnostiken, Abdeckungslücken,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0103",
          "type": "paragraph",
          "text": "Nichtantwort, effektive Stichprobengröße und Sensitivitätsanalysen MÜSSEN sichtbar bleiben.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0104",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 1915,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0105",
          "type": "paragraph",
          "text": "Entscheidungen zu Betrug und Duplikation MÜSSEN proportionale Multi-Signal-Verfahren verwenden.",
          "sourceParagraph": 1917,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0106",
          "type": "paragraph",
          "text": "überprüfen und DARF die Nutzung von VPN, gemeinsam genutzten Geräten,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0107",
          "type": "paragraph",
          "text": "institutionellen Netzwerken oder Hilfsmitteln zur Barrierefreiheit nicht automatisch als Fälschung behandeln.",
          "sourceParagraph": 1919,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0108",
          "type": "paragraph",
          "text": "Teilnehmernachweise MÜSSEN verifizierbar bleiben, ohne unnötigerweise",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0109",
          "type": "paragraph",
          "text": "Identität, Kontodaten, private Gespräche oder",
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          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0110",
          "type": "paragraph",
          "text": "genaue Standortangaben offenzulegen.",
          "sourceParagraph": 1923,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0111",
          "type": "paragraph",
          "text": "Jede Entscheidung zur Teilnehmerauswahl und Gewichtung MUSS versioniert sein und",
          "sourceParagraph": 1925,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0112",
          "type": "paragraph",
          "text": "einer verantwortlichen Person oder Organisation zugeordnet werden.",
          "sourceParagraph": 1926,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0113",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 1927,
          "language": "de-DE"
        },
        {
          "blockId": "CH08-MB0114",
          "type": "paragraph",
          "text": "Jede GEO-1000-Beobachtung muss einen überprüfbaren Pfad der Teilnehmerauswahl von der Zielpopulation und dem Stichprobenrahmen über Auswahl, Einladung, Zustimmung, Zuweisung, Abschluss, Protokollüberprüfung, Ausschluss und endgültige Gewichtung enthalten. Eine zufällige Auswahl innerhalb des Panels kann nicht als zufällige Auswahl aus der globalen Zielpopulation dargestellt werden, es sei denn, der vollständige Mechanismus zur Teilnahme der Population unterstützt dies. Die Auswahl, Belohnung, Überprüfung, Änderung, der Ausschluss und die Gewichtung der Teilnehmer dürfen nicht davon abhängen, ob die KI-Antwort positiv, negativ, korrekt, falsch, abgelehnt, kritisch oder kommerziell nutzbar ist. Gewichtung kann beobachtetes Ungleichgewicht verringern; sie kann jedoch Personen, die völlig vom Stichprobenrahmen ausgeschlossen sind, nicht als beobachtet erscheinen lassen.",
          "sourceParagraph": 1928,
          "language": "de-DE"
        }
      ]
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    {
      "chapter": 9,
      "chapterId": "NOMOS-GEO-AUDIT-CH09",
      "title": "KI-Systemregister und Vergleichbarkeit",
      "subtitle": null,
      "sourceIds": [
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        "K03"
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      "normativeRuleEnglish": "Every GEO-1000 observation MUST be linked to a versioned AI System Register record describing the measured product instance, including as applicable: - provider, - product, - user surface, - plan, - displayed or verified model identity, - model-identity confidence, - retrieval and web configuration, - citation capability and use, - tool access and use, - session state, - memory, - custom instructions, - prior context, - personalisation, - country, - locale, - language, - deployment state, - measurement time, - and known or observed system changes. Provider name, product name, displayed model label, base model, retrieval system, and user-facing product MUST NOT be treated as interchangeable identities. Feature availability MUST remain distinct from feature use. Live-product results MUST NOT be represented as frozen-model results, and frozen-model results MUST NOT be represented as full consumer-product experience. Comparisons MUST define their object and receive a disclosed comparability level based on matched entity, prompt, population, language, country, time, session, plan, interface, retrieval, tools, reference records, and adjudication rules. The same provider or displayed model MUST NOT create an automatic assumption of comparability. Different providers MAY be compared when user-facing conditions are sufficiently aligned and the resulting claim is limited to the measured product behaviour. Material product changes during a measurement wave MUST create a separate system state, sub-wave, modelled change factor, or mixed-state warning. Unknown configuration fields MUST remain UNKNOWN and MUST NOT be imputed as controlled or equivalent. Every system-registry and comparability decision MUST be versioned and attributable to an accountable human or organisation.",
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          "type": "paragraph",
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        {
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          "type": "paragraph",
          "text": "},",
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        },
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          "blockId": "CH09-MB0055",
          "type": "paragraph",
          "text": "\"localisation\": {",
          "sourceParagraph": 1812
        },
        {
          "blockId": "CH09-MB0056",
          "type": "paragraph",
          "text": "\"country\": \"TR\",",
          "sourceParagraph": 1813
        },
        {
          "blockId": "CH09-MB0057",
          "type": "paragraph",
          "text": "\"locale\": \"tr-TR\",",
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        },
        {
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          "type": "paragraph",
          "text": "\"promptLanguage\": \"tr\",",
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        },
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          "blockId": "CH09-MB0059",
          "type": "paragraph",
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        },
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          "blockId": "CH09-MB0060",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1817
        },
        {
          "blockId": "CH09-MB0061",
          "type": "paragraph",
          "text": "\"deployment\": {",
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        },
        {
          "blockId": "CH09-MB0062",
          "type": "paragraph",
          "text": "\"waveId\": \"W1\",",
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        },
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          "type": "paragraph",
          "text": "\"timestampUtc\": \"2026-08-18T12:15:00Z\",",
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        },
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          "type": "paragraph",
          "text": "\"knownChangeEvent\": null,",
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        },
        {
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          "type": "paragraph",
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        },
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          "type": "paragraph",
          "text": "},",
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        },
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          "type": "paragraph",
          "text": "\"accessResult\": {",
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        },
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          "type": "paragraph",
          "text": "\"status\": \"AVAILABLE\",",
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        },
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          "blockId": "CH09-MB0070",
          "type": "paragraph",
          "text": "\"rateLimitEncountered\": false,",
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        },
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          "type": "paragraph",
          "text": "\"technicalRetryUsed\": false,",
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        },
        {
          "blockId": "CH09-MB0072",
          "type": "paragraph",
          "text": "\"systemRefusal\": false",
          "sourceParagraph": 1829
        },
        {
          "blockId": "CH09-MB0073",
          "type": "paragraph",
          "text": "},",
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        },
        {
          "blockId": "CH09-MB0074",
          "type": "paragraph",
          "text": "\"configurationFingerprint\": {",
          "sourceParagraph": 1831
        },
        {
          "blockId": "CH09-MB0075",
          "type": "paragraph",
          "text": "\"algorithm\": \"SYNTHETIC-HASH\",",
          "sourceParagraph": 1832
        },
        {
          "blockId": "CH09-MB0076",
          "type": "paragraph",
          "text": "\"value\": \"SCF-SYNTH-001\"",
          "sourceParagraph": 1833
        },
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          "type": "paragraph",
          "text": "},",
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        },
        {
          "blockId": "CH09-MB0078",
          "type": "paragraph",
          "text": "\"evidence\": {",
          "sourceParagraph": 1835
        },
        {
          "blockId": "CH09-MB0079",
          "type": "paragraph",
          "text": "\"productMetadataCaptured\": true,",
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        },
        {
          "blockId": "CH09-MB0080",
          "type": "paragraph",
          "text": "\"fullScreenshotCaptured\": true,",
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        },
        {
          "blockId": "CH09-MB0081",
          "type": "paragraph",
          "text": "\"systemSettingsCaptured\": true,",
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        },
        {
          "blockId": "CH09-MB0082",
          "type": "paragraph",
          "text": "\"evidenceConfidence\": \"MEDIUM\"",
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        },
        {
          "blockId": "CH09-MB0083",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1840
        },
        {
          "blockId": "CH09-MB0084",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 1841
        },
        {
          "blockId": "CH09-MB0085",
          "type": "paragraph",
          "text": "\"registryOwnerRole\": \"AI_SYSTEM_REGISTRY_OWNER\",",
          "sourceParagraph": 1842
        },
        {
          "blockId": "CH09-MB0086",
          "type": "paragraph",
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          "sourceParagraph": 1843
        },
        {
          "blockId": "CH09-MB0087",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1844
        },
        {
          "blockId": "CH09-MB0088",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1845
        },
        {
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1846
        },
        {
          "blockId": "CH09-MB0090",
          "type": "paragraph",
          "text": "This record:",
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        },
        {
          "blockId": "CH09-MB0091",
          "type": "paragraph",
          "text": "to the actual provider,",
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        },
        {
          "blockId": "CH09-MB0092",
          "type": "paragraph",
          "text": "to the real model,",
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        },
        {
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          "type": "paragraph",
          "text": "to the real product",
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        },
        {
          "blockId": "CH09-MB0094",
          "type": "paragraph",
          "text": "it does not belong.",
          "sourceParagraph": 1851
        },
        {
          "blockId": "CH09-MB0095",
          "type": "paragraph",
          "text": "AI product sample is a machine-readable synthetic representation.",
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        },
        {
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          "type": "paragraph",
          "text": "55. MACHINE-READABLE COMPARISON RECORD",
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        },
        {
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          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
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        },
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          "type": "paragraph",
          "text": "{",
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        },
        {
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          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
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        },
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        },
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        },
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          "type": "paragraph",
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        },
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          "blockId": "CH09-MB0103",
          "type": "paragraph",
          "text": "\"comparisonQuestion\": \"Which consumer AI product produces more accurate entity representation under matched clean-session conditions?\",",
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        },
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          "type": "paragraph",
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        },
        {
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        },
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        },
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        },
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        },
        {
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          "type": "paragraph",
          "text": "\"truthPackVersion\": true,",
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        },
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        },
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          "text": "\"country\": true,",
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        },
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          "type": "paragraph",
          "text": "\"locale\": true,",
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        },
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          "type": "paragraph",
          "text": "\"language\": true,",
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        },
        {
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          "type": "paragraph",
          "text": "\"measurementWindow\": true,",
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        },
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          "text": "\"populationFrame\": true,",
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        },
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          "text": "\"newConversation\": true,",
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        },
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        },
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          "text": "\"customInstructionsOff\": true,",
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        },
        {
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          "type": "paragraph",
          "text": "\"webAccess\": true,",
          "sourceParagraph": 1877
        },
        {
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          "text": "\"citationMode\": true",
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        },
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          "text": "},",
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        },
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          "type": "paragraph",
          "text": "\"unmatchedDimensions\": {",
          "sourceParagraph": 1880
        },
        {
          "blockId": "CH09-MB0123",
          "type": "paragraph",
          "text": "\"provider\": true,",
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        },
        {
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          "type": "paragraph",
          "text": "\"plan\": true,",
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        },
        {
          "blockId": "CH09-MB0125",
          "type": "paragraph",
          "text": "\"displayedModel\": true,",
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        },
        {
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          "type": "paragraph",
          "text": "\"userInterfaceDetails\": true",
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        },
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          "type": "paragraph",
          "text": "},",
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        },
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          "text": "\"allowedClaims\": [",
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        },
        {
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        },
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          "type": "paragraph",
          "text": "\"MATCHED_CLEAN_SESSION_RESULT\"",
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        },
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          "type": "paragraph",
          "text": "],",
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        },
        {
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          "type": "paragraph",
          "text": "\"prohibitedClaims\": [",
          "sourceParagraph": 1890
        },
        {
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          "type": "paragraph",
          "text": "\"PURE_BASE_MODEL_SUPERIORITY\",",
          "sourceParagraph": 1891
        },
        {
          "blockId": "CH09-MB0134",
          "type": "paragraph",
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        },
        {
          "blockId": "CH09-MB0135",
          "type": "paragraph",
          "text": "\"PERMANENT_PRODUCT_SUPERIORITY\"",
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        },
        {
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          "type": "paragraph",
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        },
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        },
        {
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          "type": "paragraph",
          "text": "\"commonSupportComparison\": true,",
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        },
        {
          "blockId": "CH09-MB0139",
          "type": "paragraph",
          "text": "\"replicationStatus\": \"SINGLE_WAVE\",",
          "sourceParagraph": 1897
        },
        {
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          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 1898
        },
        {
          "blockId": "CH09-MB0141",
          "type": "paragraph",
          "text": "\"comparisonOwnerRole\": \"COMPARABILITY_ADJUDICATOR\",",
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        },
        {
          "blockId": "CH09-MB0142",
          "type": "paragraph",
          "text": "\"approvedBeforePublicRanking\": true",
          "sourceParagraph": 1900
        },
        {
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          "type": "paragraph",
          "text": "}",
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        },
        {
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1902
        },
        {
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1903
        },
        {
          "blockId": "CH09-MB0146",
          "type": "paragraph",
          "text": "56. MACHINE-READABLE RULE OF THE SECTION",
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        },
        {
          "blockId": "CH09-MB0147",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH09-R01",
          "sourceParagraph": 1906
        },
        {
          "blockId": "CH09-MB0148",
          "type": "paragraph",
          "text": "Every GEO-1000 observation MUST be linked to a versioned AI System",
          "sourceParagraph": 1908
        },
        {
          "blockId": "CH09-MB0149",
          "type": "paragraph",
          "text": "Registry record describing the measured product instance, including as",
          "sourceParagraph": 1909
        },
        {
          "blockId": "CH09-MB0150",
          "type": "paragraph",
          "text": "applicable:",
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        {
          "blockId": "CH09-MB0151",
          "type": "paragraph",
          "text": "- provider,",
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        },
        {
          "blockId": "CH09-MB0152",
          "type": "paragraph",
          "text": "- product,",
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        },
        {
          "blockId": "CH09-MB0153",
          "type": "paragraph",
          "text": "- user surface,",
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        },
        {
          "blockId": "CH09-MB0154",
          "type": "paragraph",
          "text": "- plan,",
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        },
        {
          "blockId": "CH09-MB0155",
          "type": "paragraph",
          "text": "- displayed or verified model identity,",
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        {
          "blockId": "CH09-MB0156",
          "type": "paragraph",
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        {
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          "text": "- retrieval and web configuration,",
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        {
          "blockId": "CH09-MB0158",
          "type": "paragraph",
          "text": "- citation capability and use,",
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        },
        {
          "blockId": "CH09-MB0159",
          "type": "paragraph",
          "text": "- tool access and use,",
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        },
        {
          "blockId": "CH09-MB0160",
          "type": "paragraph",
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        },
        {
          "blockId": "CH09-MB0161",
          "type": "paragraph",
          "text": "- memory,",
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        },
        {
          "blockId": "CH09-MB0162",
          "type": "paragraph",
          "text": "- custom instructions,",
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        },
        {
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          "text": "- prior context,",
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        {
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          "type": "paragraph",
          "text": "- personalisation,",
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        },
        {
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        },
        {
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        {
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        {
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          "type": "paragraph",
          "text": "- deployment state,",
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        },
        {
          "blockId": "CH09-MB0169",
          "type": "paragraph",
          "text": "- measurement time,",
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        },
        {
          "blockId": "CH09-MB0170",
          "type": "paragraph",
          "text": "- and known or observed system changes.",
          "sourceParagraph": 1931
        },
        {
          "blockId": "CH09-MB0171",
          "type": "paragraph",
          "text": "Provider name, product name, displayed model label, base model, retrieval",
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        },
        {
          "blockId": "CH09-MB0172",
          "type": "paragraph",
          "text": "system, and user-facing product MUST NOT be treated as interchangeable",
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        },
        {
          "blockId": "CH09-MB0173",
          "type": "paragraph",
          "text": "identities.",
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        },
        {
          "blockId": "CH09-MB0174",
          "type": "paragraph",
          "text": "Feature availability MUST remain distinct from feature use.",
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        },
        {
          "blockId": "CH09-MB0175",
          "type": "paragraph",
          "text": "Live-product results MUST NOT be represented as frozen-model results, and",
          "sourceParagraph": 1939
        },
        {
          "blockId": "CH09-MB0176",
          "type": "paragraph",
          "text": "frozen-model results MUST NOT be represented as full consumer-product",
          "sourceParagraph": 1940
        },
        {
          "blockId": "CH09-MB0177",
          "type": "paragraph",
          "text": "experience.",
          "sourceParagraph": 1941
        },
        {
          "blockId": "CH09-MB0178",
          "type": "paragraph",
          "text": "Comparisons MUST define their object and receive a disclosed",
          "sourceParagraph": 1943
        },
        {
          "blockId": "CH09-MB0179",
          "type": "paragraph",
          "text": "comparability level based on matched entity, prompt, population,",
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        },
        {
          "blockId": "CH09-MB0180",
          "type": "paragraph",
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        },
        {
          "blockId": "CH09-MB0181",
          "type": "paragraph",
          "text": "reference records, and adjudication rules.",
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        },
        {
          "blockId": "CH09-MB0182",
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          "text": "The same provider or displayed model MUST NOT create an automatic",
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        },
        {
          "blockId": "CH09-MB0183",
          "type": "paragraph",
          "text": "assumption of comparability.",
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        },
        {
          "blockId": "CH09-MB0184",
          "type": "paragraph",
          "text": "Different providers MAY be compared when user-facing conditions are",
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        },
        {
          "blockId": "CH09-MB0185",
          "type": "paragraph",
          "text": "sufficiently aligned and the resulting claim is limited to the measured",
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        {
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          "type": "paragraph",
          "text": "product behaviour.",
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        },
        {
          "blockId": "CH09-MB0187",
          "type": "paragraph",
          "text": "Material product changes during a measurement wave MUST create a separate",
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        },
        {
          "blockId": "CH09-MB0188",
          "type": "paragraph",
          "text": "system state, sub-wave, modelled change factor, or mixed-state warning.",
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        },
        {
          "blockId": "CH09-MB0189",
          "type": "paragraph",
          "text": "Unknown configuration fields MUST remain UNKNOWN and MUST NOT be imputed",
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        },
        {
          "blockId": "CH09-MB0190",
          "type": "paragraph",
          "text": "as controlled or equivalent.",
          "sourceParagraph": 1959
        },
        {
          "blockId": "CH09-MB0191",
          "type": "paragraph",
          "text": "Every system-registry and comparability decision MUST be versioned and",
          "sourceParagraph": 1961
        },
        {
          "blockId": "CH09-MB0192",
          "type": "paragraph",
          "text": "attributable to an accountable human or organisation.",
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        },
        {
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          "text": "Each GEO-1000 observation must be linked to a versioned AI System Register record that carries, to the extent relevant, provider, product, user surface, plan, visible or verified model ID, model ID confidence, retrieval and web configuration, citation capability and usage, tool access, session status, memory, custom instructions, previous context, personalisation, country, locale, language, deployment status, measurement time, and known system changes. Provider name, product name, visible model label, base model, retrieval system, and user product cannot be used interchangeably. The same provider or model label does not create automatic comparability. Different providers are comparable in terms of measured product behaviour when user conditions are sufficiently matched.",
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          "text": "\"comparisonQuestion\": \"Welches Verbraucher-KI-Produkt erzeugt unter abgestimmten Clean-Session-Bedingungen eine genauere Entitätsdarstellung?\",",
          "sourceParagraph": 1861,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0104",
          "type": "paragraph",
          "text": "\"systemA\": \"NGAI-SYNTH-ORION-WEB-PAID-W1-002\",",
          "sourceParagraph": 1862,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0105",
          "type": "paragraph",
          "text": "\"systemB\": \"NGAI-SYNTH-HELIOS-WEB-FREE-W1-003\"",
          "sourceParagraph": 1863,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0106",
          "type": "paragraph",
          "text": "\"comparisonLevel\": \"CP-4\",",
          "sourceParagraph": 1864,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0107",
          "type": "paragraph",
          "text": "\"matchedDimensions\": {",
          "sourceParagraph": 1865,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0108",
          "type": "paragraph",
          "text": "\"entityRecordVersion\": wahr,",
          "sourceParagraph": 1866,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0109",
          "type": "paragraph",
          "text": "\"truthPackVersion\": wahr,",
          "sourceParagraph": 1867,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0110",
          "type": "paragraph",
          "text": "\"promptVersion\": wahr,",
          "sourceParagraph": 1868,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0111",
          "type": "paragraph",
          "text": "\"Land\": true,",
          "sourceParagraph": 1869,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0112",
          "type": "paragraph",
          "text": "\"Gebietsschema\": true,",
          "sourceParagraph": 1870,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0113",
          "type": "paragraph",
          "text": "\"Sprache\": true,",
          "sourceParagraph": 1871,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0114",
          "type": "paragraph",
          "text": "\"measurementWindow\": wahr,",
          "sourceParagraph": 1872,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0115",
          "type": "paragraph",
          "text": "\"populationFrame\": wahr,",
          "sourceParagraph": 1873,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0116",
          "type": "paragraph",
          "text": "\"newConversation\": wahr,",
          "sourceParagraph": 1874,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0117",
          "type": "paragraph",
          "text": "\"persistentMemoryOff\": wahr,",
          "sourceParagraph": 1875,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0118",
          "type": "paragraph",
          "text": "\"customInstructionsOff\": wahr,",
          "sourceParagraph": 1876,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0119",
          "type": "paragraph",
          "text": "\"webAccess\": wahr,",
          "sourceParagraph": 1877,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0120",
          "type": "paragraph",
          "text": "\"citationMode\": true,",
          "sourceParagraph": 1878,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0121",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1879,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0122",
          "type": "paragraph",
          "text": "\"unmatchedDimensions\": {",
          "sourceParagraph": 1880,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0123",
          "type": "paragraph",
          "text": "\"Anbieter\": true,",
          "sourceParagraph": 1881,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0124",
          "type": "paragraph",
          "text": "\"Plan\": true,",
          "sourceParagraph": 1882,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0125",
          "type": "paragraph",
          "text": "\"displayedModel\": wahr,",
          "sourceParagraph": 1883,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0126",
          "type": "paragraph",
          "text": "\"userInterfaceDetails\": true,",
          "sourceParagraph": 1884,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0127",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1885,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0128",
          "type": "paragraph",
          "text": "\"allowedClaims\": [",
          "sourceParagraph": 1886,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0129",
          "type": "paragraph",
          "text": "\"VERGLEICH_DER_VERBRAUCHERPRODUKT-DARSTELLUNG\",",
          "sourceParagraph": 1887,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0130",
          "type": "paragraph",
          "text": "\"ABGLEICH_ERGEBNIS_REINER_SITZUNG\",",
          "sourceParagraph": 1888,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0131",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1889,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0132",
          "type": "paragraph",
          "text": "\"prohibitedClaims\": [",
          "sourceParagraph": 1890,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0133",
          "type": "paragraph",
          "text": "\"ÜBERLEGENHEIT_DES_REINEN_BASISMODELLS\",",
          "sourceParagraph": 1891,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0134",
          "type": "paragraph",
          "text": "\"ÜBERLEGENHEIT_GLOBALE_EINHEIMISCHE_REICHWEITE\",",
          "sourceParagraph": 1892,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0135",
          "type": "paragraph",
          "text": "\"DAUERHAFTE_PRODUKTÜBERLEGENHEIT\",",
          "sourceParagraph": 1893,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0136",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1894,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0137",
          "type": "paragraph",
          "text": "\"nativeReachComparison\": false,",
          "sourceParagraph": 1895,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0138",
          "type": "paragraph",
          "text": "\"commonSupportComparison\": wahr,",
          "sourceParagraph": 1896,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0139",
          "type": "paragraph",
          "text": "\"replicationStatus\": \"EINZELWELLE\",",
          "sourceParagraph": 1897,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0140",
          "type": "paragraph",
          "text": "\"Verantwortlichkeit\": {",
          "sourceParagraph": 1898,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0141",
          "type": "paragraph",
          "text": "\"comparisonOwnerRole\": \"VERGLEICHBARKEITS-SCHLICHTER\"",
          "sourceParagraph": 1899,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0142",
          "type": "paragraph",
          "text": "\"approvedBeforePublicRanking\": true,",
          "sourceParagraph": 1900,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0143",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1901,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0144",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1902,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0145",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1903,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0146",
          "type": "paragraph",
          "text": "56. MASCHINENLESBARE REGEL DES ABSCHNITTS",
          "sourceParagraph": 1905,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0147",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH09-R01",
          "sourceParagraph": 1906,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0148",
          "type": "paragraph",
          "text": "Jede GEO-1000-Beobachtung MUSS mit einem versionierten KI-System verbunden sein",
          "sourceParagraph": 1908,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0149",
          "type": "paragraph",
          "text": "Registrierungseintrag, der die gemessene Produktinstanz beschreibt, einschließlich als",
          "sourceParagraph": 1909,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0150",
          "type": "paragraph",
          "text": "anwendbar:",
          "sourceParagraph": 1910,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0151",
          "type": "paragraph",
          "text": "- Anbieter,",
          "sourceParagraph": 1912,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0152",
          "type": "paragraph",
          "text": "- Produkt,",
          "sourceParagraph": 1913,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0153",
          "type": "paragraph",
          "text": "- Nutzeroberfläche,",
          "sourceParagraph": 1914,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0154",
          "type": "paragraph",
          "text": "- Plan,",
          "sourceParagraph": 1915,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0155",
          "type": "paragraph",
          "text": "- angezeigte oder verifizierte Modellidentität,",
          "sourceParagraph": 1916,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0156",
          "type": "paragraph",
          "text": "- Modellidentitäts-Vertrauen,",
          "sourceParagraph": 1917,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0157",
          "type": "paragraph",
          "text": "- Abruf- und Web-Konfiguration,",
          "sourceParagraph": 1918,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0158",
          "type": "paragraph",
          "text": "- Zitierfähigkeit und Nutzung,",
          "sourceParagraph": 1919,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0159",
          "type": "paragraph",
          "text": "- Werkzeugzugriff und Nutzung,",
          "sourceParagraph": 1920,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0160",
          "type": "paragraph",
          "text": "- Sitzungsstatus",
          "sourceParagraph": 1921,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0161",
          "type": "paragraph",
          "text": "- Speicher,",
          "sourceParagraph": 1922,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0162",
          "type": "paragraph",
          "text": "- benutzerdefinierte Anweisungen,",
          "sourceParagraph": 1923,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0163",
          "type": "paragraph",
          "text": "- vorheriger Kontext,",
          "sourceParagraph": 1924,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0164",
          "type": "paragraph",
          "text": "- Personalisierung,",
          "sourceParagraph": 1925,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0165",
          "type": "paragraph",
          "text": "- Land,",
          "sourceParagraph": 1926,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0166",
          "type": "paragraph",
          "text": "- Gebietsschema,",
          "sourceParagraph": 1927,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0167",
          "type": "paragraph",
          "text": "- Sprache,",
          "sourceParagraph": 1928,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0168",
          "type": "paragraph",
          "text": "- Bereitstellungszustand,",
          "sourceParagraph": 1929,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0169",
          "type": "paragraph",
          "text": "- Messzeit,",
          "sourceParagraph": 1930,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0170",
          "type": "paragraph",
          "text": "- und bekannte oder beobachtete Systemänderungen.",
          "sourceParagraph": 1931,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0171",
          "type": "paragraph",
          "text": "Anbietername, Produktname, angezeigtes Modelletikett, Basismodell, Abruf",
          "sourceParagraph": 1933,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0172",
          "type": "paragraph",
          "text": "System- und Nutzerorientiertes Produkt DÜRFEN NICHT als austauschbar betrachtet werden",
          "sourceParagraph": 1934,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0173",
          "type": "paragraph",
          "text": "Identitäten.",
          "sourceParagraph": 1935,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0174",
          "type": "paragraph",
          "text": "Die Verfügbarkeit von Funktionen MUSS von deren Nutzung getrennt bleiben.",
          "sourceParagraph": 1937,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0175",
          "type": "paragraph",
          "text": "Ergebnisse des Live-Produkts DÜRFEN NICHT als Ergebnisse des eingefrorenen Modells repräsentiert werden, und",
          "sourceParagraph": 1939,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0176",
          "type": "paragraph",
          "text": "Ergebnisse des eingefrorenen Modells DÜRFEN NICHT als vollständiges Verbraucherprodukt repräsentiert werden",
          "sourceParagraph": 1940,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0177",
          "type": "paragraph",
          "text": "Erfahrung.",
          "sourceParagraph": 1941,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0178",
          "type": "paragraph",
          "text": "Vergleiche MÜSSEN ihr Objekt definieren und einen offengelegten erhalten",
          "sourceParagraph": 1943,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0179",
          "type": "paragraph",
          "text": "Vergleichbarkeitsniveau basierend auf abgeglichenem Element, Prompt, Population,",
          "sourceParagraph": 1944,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0180",
          "type": "paragraph",
          "text": "Sprache, Land, Zeit, Sitzung, Plan, Schnittstelle, Abruf, Werkzeuge,",
          "sourceParagraph": 1945,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0181",
          "type": "paragraph",
          "text": "Referenzaufzeichnungen und Schiedsregeln.",
          "sourceParagraph": 1946,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0182",
          "type": "paragraph",
          "text": "Der gleiche Anbieter oder das angezeigte Modell DARF NICHT automatisch erstellen",
          "sourceParagraph": 1948,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0183",
          "type": "paragraph",
          "text": "Annahme der Vergleichbarkeit.",
          "sourceParagraph": 1949,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0184",
          "type": "paragraph",
          "text": "Verschiedene Anbieter KÖNNEN verglichen werden, wenn Nutzerbezogene Bedingungen vorhanden sind",
          "sourceParagraph": 1951,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0185",
          "type": "paragraph",
          "text": "ausreichend ausgerichtet und der resultierende Anspruch ist auf das gemessene",
          "sourceParagraph": 1952,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0186",
          "type": "paragraph",
          "text": "Produktverhalten beschränkt.",
          "sourceParagraph": 1953,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0187",
          "type": "paragraph",
          "text": "Materielle Produktänderungen während einer Messwelle MÜSSEN einen separaten",
          "sourceParagraph": 1955,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0188",
          "type": "paragraph",
          "text": "Systemzustand, Unterwelle, modellierten Änderungsfaktor oder gemischten Zustandswarnung erzeugen.",
          "sourceParagraph": 1956,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0189",
          "type": "paragraph",
          "text": "Unbekannte Konfigurationsfelder MÜSSEN unbekannt bleiben und DÜRFEN NICHT als",
          "sourceParagraph": 1958,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0190",
          "type": "paragraph",
          "text": "gesteuert oder gleichwertig imputiert werden.",
          "sourceParagraph": 1959,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0191",
          "type": "paragraph",
          "text": "Jede System-Registry- und Vergleichbarkeitsentscheidung MÜSSEN versioniert werden und",
          "sourceParagraph": 1961,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0192",
          "type": "paragraph",
          "text": "einer verantwortlichen Person oder Organisation zugeordnet werden.",
          "sourceParagraph": 1962,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0193",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 1963,
          "language": "de-DE"
        },
        {
          "blockId": "CH09-MB0194",
          "type": "paragraph",
          "text": "Jede GEO-1000-Beobachtung muss mit einem versionierten Datensatz des KI-Systemregisters verknüpft sein, der, soweit relevant, Anbieter, Produkt, Nutzeroberfläche, Plan, sichtbare oder verifizierte Modell-ID, Modell-ID-Vertrauenswürdigkeit, Abruf- und Webkonfiguration, Zitierfähigkeit und -nutzung, Werkzeugzugang, Sitzungsstatus, Speicher, Nutzerdefinierte Anweisungen, vorheriger Kontext, Personalisierung, Land, Gebietsschema, Sprache, Bereitstellungsstatus, Messzeitpunkt und bekannte Systemänderungen enthält. Anbietername, Produktname, sichtbares Modelllabel, Basismodell, Abrufsystem und Nutzerprodukt dürfen nicht austauschbar verwendet werden. Derselbe Anbieter oder dasselbe Modelllabel schafft keine automatische Vergleichbarkeit. Verschiedene Anbieter sind in Bezug auf das gemessene Produktverhalten vergleichbar, wenn die Nutzerbedingungen ausreichend übereinstimmen.",
          "sourceParagraph": 1964,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 10,
      "chapterId": "NOMOS-GEO-AUDIT-CH10",
      "title": "Die Prompt-Verfassung",
      "subtitle": null,
      "sourceIds": [
        "K04",
        "K11",
        "K12",
        "K13"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH10-R01",
      "normativeRuleEnglish": "Every GEO-1000 prompt MUST be linked to a versioned Prompt Registry record defining: - the research question, - estimand, - prompt family, - canonical intent, - entity anchor, - user intent, - speech act, - scope, - geographic and temporal frame, - presuppositions, - evidence and source requirements, - response format, - language, - locale, - equivalence status, - version, - and integrity record. Within the same language-locale prompt cell, participants MUST receive the same locked prompt text. Across languages and locales, prompts MUST preserve semantic, functional, and normative equivalence rather than literal word-for-word identity. Entity anchor, user intent, speech act, scope, presupposition, and epistemic burden are non-compensatory equivalence gates. Machine translation or back-translation alone MUST NOT establish prompt equivalence. Core identity, evidence, recommendation, comparison, temporal, local, boundary, robustness, control, and holdout prompts MUST remain distinct prompt families. Leading, answer-containing, positively or negatively presuppositional, source-constrained, format-constrained, or recommendation prompts MUST NOT be silently scored as neutral Core Mirror prompts. Prompt sets, language versions, assignment rules, clarification paths, ordering, and holdout commitments MUST be locked before AI responses are observed. Post-result prompt selection, prompt-family deletion, silent mid-wave editing, and outcome-driven rewording are prohibited. the prompt assigned to the participant and the prompt actually sent to the AI product MUST be integrity-checked. Hidden instructions, invisible characters, or undisclosed manipulation directing the AI toward a preferred entity, claim, citation, or recommendation are prohibited. Every prompt change, translation decision, equivalence judgement, and registry record MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Her GEO-1000 promptu araştırma sorusunu, tahmin edilen niceliği, prompt ailesini, kanonik niyeti, entity anchor’ı, kullanıcı niyetini, görev türünü, kapsamı, coğrafi ve zamansal çerçeveyi, ön varsayımları, kaynak ve kanıt talebini, cevap biçimini, dil ve locale’i, eşdeğerlik statüsünü, sürümü ve bütünlük kaydını tanımlayan sürümlü Prompt Sicili’ne bağlanmalıdır. Aynı dil–locale hücresinde kullanıcılar aynı kilitlenmiş metni almalı; diller arasında kelime kelime eşitlik değil semantik, işlevsel ve normatif eşdeğerlik korunmalıdır. Prompt setleri, çeviriler, atama kuralları, clarification yolları ve holdout kayıtları AI cevapları görülmeden önce kilitlenmelidir.",
      "machineBlocksEnglish": [
        {
          "blockId": "CH10-MB0001",
          "type": "paragraph",
          "text": "75. MACHINE-READABLE PROMPT RECORD",
          "sourceParagraph": 2046
        },
        {
          "blockId": "CH10-MB0002",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 2047
        },
        {
          "blockId": "CH10-MB0003",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2048
        },
        {
          "blockId": "CH10-MB0004",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2049
        },
        {
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          "language": "de-DE"
        },
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          "type": "paragraph",
          "text": "\"sentTextHash\": \"SYNTHETISCHER-HASH-TR-001\",",
          "sourceParagraph": 2138,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0093",
          "type": "paragraph",
          "text": "\"promptValidity\": \"PV-1\"",
          "sourceParagraph": 2139,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0094",
          "type": "paragraph",
          "text": "\"promptOrder\": 1,",
          "sourceParagraph": 2140,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0095",
          "type": "paragraph",
          "text": "\"conversationTurn\": 1,",
          "sourceParagraph": 2141,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0096",
          "type": "paragraph",
          "text": "\"clarificationUsed\": false,",
          "sourceParagraph": 2142,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0097",
          "type": "paragraph",
          "text": "\"participantEdited\": false,",
          "sourceParagraph": 2143,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0098",
          "type": "paragraph",
          "text": "\"systemTransformationObserved\": false,",
          "sourceParagraph": 2144,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0099",
          "type": "paragraph",
          "text": "\"fullPromptVisibleInEvidence\": wahr,",
          "sourceParagraph": 2145,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0100",
          "type": "paragraph",
          "text": "\"timestampUtc\": \"2026-08-18 T1 2:14:00 Z\",",
          "sourceParagraph": 2146,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0101",
          "type": "paragraph",
          "text": "\"Verantwortlichkeit\": {",
          "sourceParagraph": 2147,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0102",
          "type": "paragraph",
          "text": "\"promptValidityReviewerRole\": \"BLINDED_PROMPT_VALIDATOR\"",
          "sourceParagraph": 2148,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0103",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2149,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0104",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2150,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0105",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2151,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0106",
          "type": "paragraph",
          "text": "77. MASCHINENLESBARE REGEL DES ABSCHNITTS",
          "sourceParagraph": 2153,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0107",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH10-R01",
          "sourceParagraph": 2154,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0108",
          "type": "paragraph",
          "text": "Jede GEO-1000-Eingabe MUSS mit einem versionierten Prompt-Registry-Eintrag verknüpft sein",
          "sourceParagraph": 2156,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0109",
          "type": "paragraph",
          "text": "definieren:",
          "sourceParagraph": 2157,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0110",
          "type": "paragraph",
          "text": "- die Forschungsfrage,",
          "sourceParagraph": 2159,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0111",
          "type": "paragraph",
          "text": "- den Schätzwert,",
          "sourceParagraph": 2160,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0112",
          "type": "paragraph",
          "text": "- Prompt-Familie,",
          "sourceParagraph": 2161,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0113",
          "type": "paragraph",
          "text": "- kanonische Absicht,",
          "sourceParagraph": 2162,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0114",
          "type": "paragraph",
          "text": "- Entitätsanker,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0115",
          "type": "paragraph",
          "text": "- Nutzerabsicht,",
          "sourceParagraph": 2164,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0116",
          "type": "paragraph",
          "text": "- Sprechakt,",
          "sourceParagraph": 2165,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0117",
          "type": "paragraph",
          "text": "- Umfang,",
          "sourceParagraph": 2166,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0118",
          "type": "paragraph",
          "text": "- geografischer und zeitlicher Rahmen,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0119",
          "type": "paragraph",
          "text": "- Voraussetzungen,",
          "sourceParagraph": 2168,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0120",
          "type": "paragraph",
          "text": "- Anforderungen an Nachweise und Quellen,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0121",
          "type": "paragraph",
          "text": "- Antwortformat,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0122",
          "type": "paragraph",
          "text": "- Sprache,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0123",
          "type": "paragraph",
          "text": "- Gebietsschema,",
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        },
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          "blockId": "CH10-MB0124",
          "type": "paragraph",
          "text": "- Äquivalenzstatus,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0125",
          "type": "paragraph",
          "text": "- Version,",
          "sourceParagraph": 2174,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0126",
          "type": "paragraph",
          "text": "- und Integritätsaufzeichnung.",
          "sourceParagraph": 2175,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0127",
          "type": "paragraph",
          "text": "Innerhalb derselben Sprach-Lokalisierungs-Prompt-Zelle MÜSSEN die Teilnehmer",
          "sourceParagraph": 2177,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0128",
          "type": "paragraph",
          "text": "denselben festgeschriebenen Prompt-Text erhalten.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0129",
          "type": "paragraph",
          "text": "Über Sprachen und Lokalisierungen hinweg MÜSSEN Prompts semantische, funktionale",
          "sourceParagraph": 2180,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0130",
          "type": "paragraph",
          "text": "und normative Äquivalenz wahren, anstatt wörtliche Wort-für-Wort-Identität.",
          "sourceParagraph": 2181,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0131",
          "type": "paragraph",
          "text": "Entity-Anker, Nutzerabsicht, Sprechakt, Umfang, Prämisse und",
          "sourceParagraph": 2183,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0132",
          "type": "paragraph",
          "text": "epistemische Last sind nicht ausgleichbare Äquivalenz-Gates.",
          "sourceParagraph": 2184,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0133",
          "type": "paragraph",
          "text": "Maschinelle Übersetzung oder Rückübersetzung allein DÜRFEN die Prompt-Äquivalenz NICHT herstellen.",
          "sourceParagraph": 2186,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0134",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2187,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0135",
          "type": "paragraph",
          "text": "Kernidentität, Nachweis, Empfehlung, Vergleich, zeitlich, lokal,",
          "sourceParagraph": 2189,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0136",
          "type": "paragraph",
          "text": "Grenze, Robustheit, Kontrolle und Zurückhaltungsaufforderungen MÜSSEN unterschieden bleiben",
          "sourceParagraph": 2190,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0137",
          "type": "paragraph",
          "text": "Aufforderungsfamilien.",
          "sourceParagraph": 2191,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0138",
          "type": "paragraph",
          "text": "Führend, antwortbeinhaltend, positiv oder negativ vorgeschlossene,",
          "sourceParagraph": 2193,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0139",
          "type": "paragraph",
          "text": "quellenbeschränkte, formatbeschränkte oder Empfehlungsaufforderungen DÜRFEN NICHT",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0140",
          "type": "paragraph",
          "text": "stillschweigend als neutrale Core Mirror-Aufforderungen bewertet werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0141",
          "type": "paragraph",
          "text": "Aufforderungssätze, Sprachversionen, Zuweisungsregeln, Klärungspfade,",
          "sourceParagraph": 2197,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0142",
          "type": "paragraph",
          "text": "Reihenfolge und Zurückhaltungsverpflichtungen MÜSSEN festgelegt werden, bevor KI-Antworten",
          "sourceParagraph": 2198,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0143",
          "type": "paragraph",
          "text": "beobachtet werden.",
          "sourceParagraph": 2199,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0144",
          "type": "paragraph",
          "text": "Auswahl des Post-Ergebnis-Prompts, Löschen der Prompt-Familie, still in der Mitte der Welle",
          "sourceParagraph": 2201,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0145",
          "type": "paragraph",
          "text": "Bearbeitung und ergebnisorientierte Umformulierungen sind verboten.",
          "sourceParagraph": 2202,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0146",
          "type": "paragraph",
          "text": "Der dem Teilnehmer zugewiesene Prompt und der tatsächlich gesendete Prompt",
          "sourceParagraph": 2204,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0147",
          "type": "paragraph",
          "text": "Das KI-Produkt MUSS auf Integrität geprüft werden.",
          "sourceParagraph": 2205,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0148",
          "type": "paragraph",
          "text": "Verborgene Anweisungen, unsichtbare Zeichen oder nicht offengelegte Manipulation",
          "sourceParagraph": 2207,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0149",
          "type": "paragraph",
          "text": "die KI auf ein bevorzugtes Wesen, eine Behauptung, ein Zitat oder",
          "sourceParagraph": 2208,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0150",
          "type": "paragraph",
          "text": "Empfehlungen sind verboten.",
          "sourceParagraph": 2209,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0151",
          "type": "paragraph",
          "text": "Jede Aufforderungsänderung, Übersetzungsentscheidung, Äquivalenzbewertung und",
          "sourceParagraph": 2211,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0152",
          "type": "paragraph",
          "text": "Der Registrierungseintrag MUSS versioniert sein und einer verantwortlichen Person zugeordnet werden",
          "sourceParagraph": 2212,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0153",
          "type": "paragraph",
          "text": "Mensch oder Organisation.",
          "sourceParagraph": 2213,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0154",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2214,
          "language": "de-DE"
        },
        {
          "blockId": "CH10-MB0155",
          "type": "paragraph",
          "text": "Jede GEO-1000-Prompt muss mit dem versionierten Prompt-Register verknüpft sein, das die Forschungsfrage, die geschätzte Menge, die Prompt-Familie, die kanonische Absicht, den Entitätsanker, die Nutzerabsicht, den Aufgabentyp, den Umfang, den geographischen und zeitlichen Rahmen, Annahmen, Quellen- und Beleganforderung, Antwortformat, Sprache und Gebietsschema, den Äquivalenzstatus, die Version und das Integritätsprotokoll definiert. Nutzer in derselben Sprach-Gebietsschemazelle müssen denselben festgeschriebenen Text erhalten; über Sprachen hinweg müssen semantische, funktionale und normative Äquivalenz, nicht Wort-für-Wort-Gleichheit, gewahrt bleiben. Prompt-Sets, Übersetzungen, Zuweisungsregeln, Klärungspfade und Sperraufzeichnungen müssen festgeschrieben werden, bevor AI-Antworten gesehen werden.",
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          "language": "de-DE"
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      ]
    },
    {
      "chapter": 11,
      "chapterId": "NOMOS-GEO-AUDIT-CH11",
      "title": "Das kontrollierte Panel unter bereinigten Bedingungen und das Panel unter natürlichen Nutzungsbedingungen",
      "subtitle": null,
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        "K02",
        "K03",
        "K04",
        "K06",
        "K22"
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      "normativeRuleId": "NOMOS-AUDIT-CH11-R01",
      "normativeRuleEnglish": "Controlled Clean Panel and Natural User Panel observations MUST remain separate measurement populations, panel states, denominators, and public results. A Controlled Clean Panel MUST define and verify, as applicable: - a new and separate conversation, - absence of prior conversation context, - persistent-memory state, - custom-instruction state, - enterprise or managed-workspace state, - web, retrieval, and tool configuration, - plan, - user surface, - prompt version, - and clean-state confidence. A new conversation or temporary-session label MUST NOT, by itself, be treated as proof that all persistent personalisation has been disabled. A Natural User Panel MUST preserve the participant's authentic account, plan, interface, memory, custom-instruction, and usage state while retaining the locked prompt, first-eligible-output rule, evidence requirements, and non-regeneration rule. Natural Account-State, Natural Conversation-State, First-Use, and Managed Natural observations MUST remain separately identified. Natural-state documentation MUST minimise private-data collection. Private instruction text, conversation history, identity, credentials, and sensitive personal content MUST NOT be collected unless separately necessary, consented, minimised, and access-controlled. User-generated entity-favourable or entity-adverse instructions MAY be measured as natural personalisation effects, but MUST NOT be represented as general entity GEO success, failure, or default product behaviour. Personalisation MAY change relevance, presentation, and recommendation where user context justifies it. It MUST NOT arbitrarily change verified entity identity, license, legal status, price, scope, evidence, or time. Differences between Controlled and Natural panels MUST NOT be represented as causal personalisation effects unless population, product, prompt, time, interface, plan, tools, assignment, order, and carryover conditions support that inference. Controlled and Natural scores, critical-error rates, unknown rates, coverage, effective sample sizes, and signed and absolute panel gaps MUST remain separately visible. Panel-state eligibility, reclassification, exclusion, and weighting MUST remain independent of whether the AI output is positive, negative, correct, incorrect, refused, critical, or commercially favourable. Every panel-state definition, setting-change process, privacy decision, comparison level, and result MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Kontrollü Temiz Panel ve Doğal Kullanıcı Paneli gözlemleri ayrı ölçüm nüfusları, panel durumları, paydalar ve kamu sonuçları olarak korunmalıdır. Yeni sohbet veya geçici oturum etiketi tek başına bütün kalıcı kişiselleştirmenin devre dışı olduğunu kanıtlamaz. Doğal Kullanıcı Paneli gerçek hesap, plan, arayüz, hafıza, özel talimat ve kullanım durumunu korurken kilitlenmiş promptu, ilk uygun çıktı kuralını, kanıt gereksinimlerini ve yenilememe kuralını korumalıdır. Kullanıcı kaynaklı lehte veya aleyhte yönlendirme doğal kişiselleştirme etkisi olarak ölçülebilir; genel varlık GEO başarısı, başarısızlığı veya varsayılan ürün davranışı olarak sunulamaz. Kontrollü ve doğal sonuçlar arasındaki fark, nüfus ve sistem koşulları yeterince eşleşmeden nedensel kişiselleştirme etkisi olarak yorumlanamaz.",
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          "text": "},",
          "sourceParagraph": 2013
        },
        {
          "blockId": "CH11-MB0034",
          "type": "paragraph",
          "text": "\"measurement\": {",
          "sourceParagraph": 2014
        },
        {
          "blockId": "CH11-MB0035",
          "type": "paragraph",
          "text": "\"firstEligibleOutputRequired\": true,",
          "sourceParagraph": 2015
        },
        {
          "blockId": "CH11-MB0036",
          "type": "paragraph",
          "text": "\"responseRegenerationAllowed\": false,",
          "sourceParagraph": 2016
        },
        {
          "blockId": "CH11-MB0037",
          "type": "paragraph",
          "text": "\"followUpAllowed\": false,",
          "sourceParagraph": 2017
        },
        {
          "blockId": "CH11-MB0038",
          "type": "paragraph",
          "text": "\"promptValidityRequired\": \"PV-1\",",
          "sourceParagraph": 2018
        },
        {
          "blockId": "CH11-MB0039",
          "type": "paragraph",
          "text": "\"timestampUtc\": \"2026-08-18T12:00:00Z\"",
          "sourceParagraph": 2019
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        {
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          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2020
        },
        {
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          "type": "paragraph",
          "text": "\"privacy\": {",
          "sourceParagraph": 2021
        },
        {
          "blockId": "CH11-MB0042",
          "type": "paragraph",
          "text": "\"privateInstructionContentCollected\": false,",
          "sourceParagraph": 2022
        },
        {
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          "type": "paragraph",
          "text": "\"conversationHistoryCollected\": false,",
          "sourceParagraph": 2023
        },
        {
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          "type": "paragraph",
          "text": "\"accountCredentialsCollected\": false",
          "sourceParagraph": 2024
        },
        {
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          "text": "},",
          "sourceParagraph": 2025
        },
        {
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          "text": "\"accountability\": {",
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        },
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          "type": "paragraph",
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          "blockId": "CH11-MB0048",
          "type": "paragraph",
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          "text": "}",
          "sourceParagraph": 2031
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        {
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          "text": "78. MACHINE-READABLE NATURAL PANEL RECORD",
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        },
        {
          "blockId": "CH11-MB0053",
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          "text": "SYNTHETIC SCHEMA EXAMPLE",
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        },
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          "sourceParagraph": 2035
        },
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          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
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          "text": "\"waveId\": \"W1\",",
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          "type": "paragraph",
          "text": "\"aiProductRecordId\": \"NGAI-SYNTH-ORION-WEB-PAID-W1-002\",",
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          "text": "as general entity GEO success, failure, or default product behaviour.",
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          "text": "coverage, effective sample sizes, and signed and absolute panel gaps MUST",
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          "text": "remain separately visible.",
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          "text": "Panel-state eligibility, reclassification, exclusion, and weighting MUST",
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          "blockId": "CH11-MB0202",
          "type": "paragraph",
          "text": "remain independent of whether the AI output is positive, negative,",
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          "type": "paragraph",
          "text": "correct, incorrect, refused, critical, or commercially favourable.",
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          "text": "Every panel-state definition, setting-change process, privacy decision,",
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          "type": "paragraph",
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          "text": "Normative Turkish equivalent:",
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          "text": "Observations of the Controlled Clean Panel and the Natural User Panel should be maintained as separate measurement populations, panel states, denominators, and public results. A new chat or temporary session tag alone does not prove that all persistent personalisation is disabled. The Natural User Panel should retain the real account, plan, interface, memory, custom instructions, and usage scenario while preserving the locked prompt, first appropriate output rule, evidence requirements, and non-refresh rule. User-driven favourable or unfavorable guidance can be measured as the effect of natural personalisation; it cannot be presented as general entity GEO success, failure, or default product behaviour. The difference between controlled and natural results cannot be interpreted as a causal personalisation effect without sufficiently matching populations and system conditions.",
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        },
        {
          "blockId": "CH11-MB0177",
          "type": "paragraph",
          "text": "als Nachweis behandelt, dass alle dauerhaften Personalisierungen deaktiviert wurden.",
          "sourceParagraph": 2164,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0178",
          "type": "paragraph",
          "text": "Ein Panel unter natürlichen Nutzungsbedingungen MUSS das authentische Konto des Teilnehmers bewahren,",
          "sourceParagraph": 2166,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0179",
          "type": "paragraph",
          "text": "Plan, Schnittstelle, Speicher, benutzerdefinierte Anweisungen und Nutzungszustand, während",
          "sourceParagraph": 2167,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0180",
          "type": "paragraph",
          "text": "der festgeschriebene Prompt, die Regel für die erste verfügbare Ausgabe, Nachweis",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0181",
          "type": "paragraph",
          "text": "anforderungen und die Nicht-Regenerationsregel beibehalten werden.",
          "sourceParagraph": 2169,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0182",
          "type": "paragraph",
          "text": "Der natürliche Kontostand, der natürliche Gesprächszustand, die Erstverwendung und verwaltete",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0183",
          "type": "paragraph",
          "text": "natürliche Beobachtungen MÜSSEN separat identifiziert bleiben.",
          "sourceParagraph": 2172,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0184",
          "type": "paragraph",
          "text": "Die Dokumentation des natürlichen Zustands MUSS die Sammlung personenbezogener Daten minimieren.",
          "sourceParagraph": 2174,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0185",
          "type": "paragraph",
          "text": "Privater Anweisungstext, Gesprächshistorie, Identität, Zugangsdaten,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0186",
          "type": "paragraph",
          "text": "und sensible persönliche Inhalte DÜRFEN NICHT gesammelt werden, es sei denn, separat",
          "sourceParagraph": 2176,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0187",
          "type": "paragraph",
          "text": "notwendig, einvernehmlich, minimiert und zugangskontrolliert.",
          "sourceParagraph": 2177,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0188",
          "type": "paragraph",
          "text": "Von Nutzern erzeugte, zugunsten oder nachteilig für die Einrichtung gerichtete Anweisungen KÖNNEN sein",
          "sourceParagraph": 2179,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0189",
          "type": "paragraph",
          "text": "gemessen als natürliche Personalisierungseffekte, aber DARF NICHT repräsentiert werden",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0190",
          "type": "paragraph",
          "text": "als allgemeine Einheit GEO Erfolg, Misserfolg oder Standardproduktverhalten.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0191",
          "type": "paragraph",
          "text": "Personalisierung KANN Relevanz, Präsentation und Empfehlung ändern",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0192",
          "type": "paragraph",
          "text": "wo der Nutzerkontext es rechtfertigt. Es DARF NICHT willkürlich überprüfte Daten ändern",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0193",
          "type": "paragraph",
          "text": "Einheitsidentität, Lizenz, rechtlicher Status, Preis, Umfang, Nachweis oder Zeit.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0194",
          "type": "paragraph",
          "text": "Unterschiede zwischen kontrollierten und natürlichen Panels DÜRFEN NICHT repräsentiert werden",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0195",
          "type": "paragraph",
          "text": "als kausale Personalisierungseffekte, es sei denn, Bevölkerung, Produkt, Aufforderung,",
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          "language": "de-DE"
        },
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          "blockId": "CH11-MB0196",
          "type": "paragraph",
          "text": "Zeit, Schnittstelle, Plan, Werkzeuge, Aufgabe, Bestellung und Übertragungsbedingungen",
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          "language": "de-DE"
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          "blockId": "CH11-MB0197",
          "type": "paragraph",
          "text": "diese Schlussfolgerung unterstützen.",
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          "blockId": "CH11-MB0198",
          "type": "paragraph",
          "text": "Kontrollierte und natürliche Werte, kritische Fehlerraten, Unbekannte-Raten,",
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        },
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          "text": "Abdeckung, effektive Stichprobengrößen sowie unterzeichnete und absolute Panel-Lücken MÜSSEN",
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          "language": "de-DE"
        },
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          "blockId": "CH11-MB0200",
          "type": "paragraph",
          "text": "separat sichtbar bleiben.",
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          "language": "de-DE"
        },
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          "blockId": "CH11-MB0201",
          "type": "paragraph",
          "text": "Die Berechtigung, Umklassifizierung, Ausschluss und Gewichtung des Panels MUSS",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0202",
          "type": "paragraph",
          "text": "unabhängig davon bleiben, ob die KI-Ausgabe positiv oder negativ ist,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0203",
          "type": "paragraph",
          "text": "richtig, falsch, verweigert, kritisch oder kommerziell günstig.",
          "sourceParagraph": 2198,
          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0204",
          "type": "paragraph",
          "text": "Jede Panel-Status-Definition, jeder Einstellungsänderungsprozess, jede Datenschutzentscheidung,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0205",
          "type": "paragraph",
          "text": "Vergleichsebene und jedes Ergebnis MÜSSEN versioniert und einer",
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          "language": "de-DE"
        },
        {
          "blockId": "CH11-MB0206",
          "type": "paragraph",
          "text": "verantwortlichen Person oder Organisation zugeordnet werden.",
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          "blockId": "CH11-MB0207",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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          "blockId": "CH11-MB0208",
          "type": "paragraph",
          "text": "Beobachtungen des Kontrolliertes Panel unter bereinigten Bedingungen und des Panel unter natürlichen Nutzungsbedingungen sollten als separate Messpopulationen, Panelzustände, Nenner und öffentliche Ergebnisse geführt werden. Ein neuer Chat oder vorübergehender Sitzungskennzeichnung allein Evidenzt nicht, dass alle anhaltenden Personalisierungen deaktiviert sind. Der Panel unter natürlichen Nutzungsbedingungen sollte das echte Konto, den Plan, die Schnittstelle, den Speicher, Nutzerdefinierte Anweisungen und das Nutzungsszenario beibehalten, während der festgeschriebene Prompt, die erste passende Ausgaberegel, die Nachweisanforderungen und die Nicht-Aktualisierungsregel erhalten bleiben. Nutzergetriebenes günstiges oder ungünstiges Feedback kann als Wirkung der natürlichen Personalisierung gemessen werden; es kann nicht als allgemeiner Erfolg, Misserfolg oder Standardproduktverhalten der Entität GEO dargestellt werden. Der Unterschied zwischen kontrollierten und natürlichen Ergebnissen kann nicht als kausaler Personalisierungseffekt interpretiert werden, ohne ausreichend abgestimmte Populationen und Systembedingungen.",
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      "normativeRuleSourceTurkish": "Her GEO-1000 gözlemi; AI ürün durumlarını, nüfus ve örneklem çerçevelerini, panel koşullarını, prompt sürümlerini, UTC gönderim penceresini, rastgele mikro-slotları, tamamlama ve capture sürelerini, teknik yeniden deneme kurallarını, capture şemasını, referans kayıtlarını ve yönetişim sahibini tanımlayan önceden kayıtlı bir ölçüm dalgasına bağlanmalıdır. Eşzamanlılık, kusursuz milisaniye eşitliği değil; tanımlı UTC sistem penceresi ve slot yapısı içinde gözlem üretimidir. İlk temas sonucu görünür kalmalı; yanlış, olumsuz, ret, citation’sız veya Critical cevaplar içerikleri nedeniyle yenilenememeli, değiştirilememeli veya dışlanamamalıdır.",
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          "text": "Each GEO-1000 observation must be linked to a pre-registered measurement wave that identifies AI product states, population and sample frames, panel conditions, prompt versions, UTC submission window, random micro-slots, completion and capture times, technical retry rules, capture schema, reference records, and governance owner. Concurrency is not perfect millisecond equality; it is the production of observations within a defined UTC system window and slot structure. It must remain visible as a first-touch result; incorrect, negative, rejected, citation-less, or Critical responses may not be renewed, altered, or excluded due to their content.",
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          "text": "Synchronisation MUSS Beobachtung innerhalb eines deklarierten UTC Systemzustands",
          "sourceParagraph": 2250,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0189",
          "type": "paragraph",
          "text": "Fensters und der zugewiesenen Slot-Struktur bedeuten. Sie DARF NICHT repräsentiert werden als",
          "sourceParagraph": 2251,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0190",
          "type": "paragraph",
          "text": "perfekte Millisekunden-Simultaneität.",
          "sourceParagraph": 2252,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0191",
          "type": "paragraph",
          "text": "Jede Beobachtung MUSS, soweit verfügbar, bewahrt werden:",
          "sourceParagraph": 2254,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0192",
          "type": "paragraph",
          "text": "- Zuordnungszeit,",
          "sourceParagraph": 2256,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0193",
          "type": "paragraph",
          "text": "- Eingabezeitpunkt der Aufforderung,",
          "sourceParagraph": 2257,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0194",
          "type": "paragraph",
          "text": "- erstes Systemereignis,",
          "sourceParagraph": 2258,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0195",
          "type": "paragraph",
          "text": "- Antwort-Vervollständigungszeit,",
          "sourceParagraph": 2259,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0196",
          "type": "paragraph",
          "text": "- Aufzeichnungszeit,",
          "sourceParagraph": 2260,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0197",
          "type": "paragraph",
          "text": "- Hash-Erstellungszeit,",
          "sourceParagraph": 2261,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0198",
          "type": "paragraph",
          "text": "- Upload-Zeit,",
          "sourceParagraph": 2262,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0199",
          "type": "paragraph",
          "text": "- und Server-Akzeptanzzeit.",
          "sourceParagraph": 2263,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0200",
          "type": "paragraph",
          "text": "Das Ergebnis des ersten Kontakts MUSS sichtbar bleiben. Ein technischer Wiederholungsversuch KANN erfolgen.",
          "sourceParagraph": 2265,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0201",
          "type": "paragraph",
          "text": "nur unter vorab festgelegten Infrastrukturausfallbedingungen verwendet und MUSS",
          "sourceParagraph": 2266,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0202",
          "type": "paragraph",
          "text": "bewahre jeden vorherigen Versuch auf.",
          "sourceParagraph": 2267,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0203",
          "type": "paragraph",
          "text": "Inkorrekt, ungünstig, abgelehnt, nicht zitiert, gekürzt oder kritisch ausgegebene Ergebnisse",
          "sourceParagraph": 2269,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0204",
          "type": "paragraph",
          "text": "DARF NICHT regeneriert, ersetzt oder ausgeschlossen werden, nur wegen ihres",
          "sourceParagraph": 2270,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0205",
          "type": "paragraph",
          "text": "Inhalts.",
          "sourceParagraph": 2271,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0206",
          "type": "paragraph",
          "text": "Ein NOMOS Erfassungsbeweis-Bundle MUSS den exakt zugewiesenen und gesendeten",
          "sourceParagraph": 2273,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0207",
          "type": "paragraph",
          "text": "Prompt, die vollständige Rohantwort, den vollständigen visuellen Nachweis, Systemzustands-",
          "sourceParagraph": 2274,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0208",
          "type": "paragraph",
          "text": "Metadaten, Versuchslog, Zeitbeweise, Datei-Hashes, Bundle-Hash, Version des Erfassungstools, Datenschutzstatus und die geblendete Gültigkeitsentscheidung der Erfassung enthalten.",
          "sourceParagraph": 2275,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0209",
          "type": "paragraph",
          "text": "Ein Screenshot, Hash, digitale Signatur, Anbieterlog oder Zeitstempel darf",
          "sourceParagraph": 2276,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0210",
          "type": "paragraph",
          "text": "nicht einzeln als vollständiger Nachweis der Authentizität der Beobachtung dargestellt werden.",
          "sourceParagraph": 2278,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0211",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2279,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0212",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2280,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0213",
          "type": "paragraph",
          "text": "Rohbeweise MÜSSEN unveränderlich oder nur anfügbar bleiben. Schwärzungen,",
          "sourceParagraph": 2282,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0214",
          "type": "paragraph",
          "text": "Korrekturen, Zurückziehungen, Ausschlüsse und Entscheidungen MÜSSEN",
          "sourceParagraph": 2283,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0215",
          "type": "paragraph",
          "text": "verknüpfte Versionen erstellen und den vorherigen Datensatz bewahren, wo es ethisch und",
          "sourceParagraph": 2284,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0216",
          "type": "paragraph",
          "text": "rechtlich zulässig ist.",
          "sourceParagraph": 2285,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0217",
          "type": "paragraph",
          "text": "Materielle Änderungen an KI-Produkten oder externe Ereignisse während einer Welle MÜSSEN",
          "sourceParagraph": 2287,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0218",
          "type": "paragraph",
          "text": "zeitlich erfasst und durch Teilwellen, explizite Modellierung,",
          "sourceParagraph": 2288,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0219",
          "type": "paragraph",
          "text": "Neustarts oder Warnungen über gemischte Zustände gehandhabt werden.",
          "sourceParagraph": 2289,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0220",
          "type": "paragraph",
          "text": "Die Gültigkeit der Erfassung MÜSSEN unabhängig von semantischer Korrektheit entschieden werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0221",
          "type": "paragraph",
          "text": "Öffentliche Evidenzmanifestationen MÜSSEN die Überprüfung unterstützen, ohne",
          "sourceParagraph": 2293,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0222",
          "type": "paragraph",
          "text": "unnötige Offenlegung der Identität der Teilnehmer, Zugangsdaten, privaten",
          "sourceParagraph": 2294,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0223",
          "type": "paragraph",
          "text": "Konversationshistorie oder genauen Standort.",
          "sourceParagraph": 2295,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0224",
          "type": "paragraph",
          "text": "NOMOS Erfassungs-Compliance MUSS durch offene, gleichwertige",
          "sourceParagraph": 2297,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0225",
          "type": "paragraph",
          "text": "Evidenzsysteme implementierbar sein und DARF NICHT ausschließlich von einem proprietären Tool",
          "sourceParagraph": 2298,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0226",
          "type": "paragraph",
          "text": "abhängen, das vom Gründer des Standards kontrolliert wird.",
          "sourceParagraph": 2299,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0227",
          "type": "paragraph",
          "text": "Jede Welle, jedes Evidenzbündel, jede Erfassungsentscheidung, jede Manifestrevision und",
          "sourceParagraph": 2301,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0228",
          "type": "paragraph",
          "text": "Integritätsaufzeichnung MUSS versioniert und einer verantwortlichen Person zuordenbar sein",
          "sourceParagraph": 2302,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0229",
          "type": "paragraph",
          "text": "Mensch oder Organisation.",
          "sourceParagraph": 2303,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0230",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2304,
          "language": "de-DE"
        },
        {
          "blockId": "CH12-MB0231",
          "type": "paragraph",
          "text": "Jede GEO-1000-Beobachtung muss mit einer vorab registrierten Messwelle verknüpft sein, die den Zustand des KI-Produkts, Populations- und Stichprobenrahmen, Panelbedingungen, Prompt-Versionen, UTC-Einreichungsfenster, zufällige Mikro-Slots, Abschluss- und Erfassungszeiten, technische Wiederholungsregeln, Erfassungs-Schema, Referenzdatensätze und Governance-Verantwortliche identifiziert. Gleichzeitigkeit bedeutet nicht perfekte Millisekunden-Gleichheit; sie ist die Erzeugung von Beobachtungen innerhalb eines definierten UTC-Systemfensters und Slot-Struktur. Sie muss als Erstkontakt-Ergebnis sichtbar bleiben; falsche, negative, abgelehnte, zitierungslose oder kritische Antworten dürfen aufgrund ihres Inhalts nicht erneuert, geändert oder ausgeschlossen werden.",
          "sourceParagraph": 2305,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 13,
      "chapterId": "NOMOS-GEO-AUDIT-CH13",
      "title": "Das verifizierte Faktenpaket zur Entität",
      "subtitle": "Verifiziertes Faktenpaket zur Entität",
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        "K10",
        "K11",
        "K12"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH13-R01",
      "normativeRuleEnglish": "Before semantic adjudication begins, every GEO-1000 audit MUST lock a versioned Verified Entity Truth Pack for the audited entity, prompt scope, jurisdictions, products, languages, and reference time. The Truth Pack MUST contain, as applicable: - canonical entity identity, - atomic reference claims, - Official Representation Records, - supporting evidence, - counter-evidence, - source-lineage and evidence-family records, - scope and jurisdiction qualifiers, - validity and publication times, - public and restricted access classes, - unknown and unresolved registers, - appeal and change records, - and an integrity manifest. An Official Representation Record MUST NOT be treated as independently verified reality merely because it is official. A first-party source MAY be authoritative for claims under the entity's direct control, while remaining non-independent for comparative, performance, leadership, or external-validation claims. Different URLs, publications, translations, syndications, or AI summaries MUST NOT be counted as independent evidence when they derive from the same root source. Every evidence object MUST state which atomic claim it supports, qualifies, contradicts, outdates, or contextualises. The absence of located evidence MUST NOT automatically be represented as proof that a claim is false. Open-world and closed-world evidence conditions MUST remain distinct. Quantitative claims MUST retain numerator, denominator, period, unit, inclusion and exclusion rules, source data, and calculation method. Customer, partner, license, certification, membership, award, legal, performance, and superiority claims MUST preserve their exact entity, relationship, scope, jurisdiction, time, and evidence status. Publicly discoverable evidence, restricted audit evidence, and non-public evidence MUST remain separately classified. A claim MAY be factually verified through restricted evidence without being publicly retrievable by a consumer AI product. Factual verification and public discoverability MUST remain distinct. Truth Pack claims MUST NOT be added, removed, broadened, narrowed, or reclassified after AI responses are observed unless a new Truth Pack version is created and prior records are preserved. A response claim not covered by the locked Truth Pack MUST trigger a reference-gap process rather than automatic failure or automatic acceptance. Unknown, unsupported, unresolved, contradicted, historical, expired, scope-limited, and restrictedly verified states MUST remain separately visible. The audited entity MAY submit evidence, corrections, and appeals, but MUST NOT act as the sole adjudicator of its own claims. AI systems MAY assist with extraction, normalisation, lineage detection, and contradiction discovery, but MUST NOT serve as the sole final authority for claim truth status. Every Truth Pack version, evidence registration, support-status decision, appeal, and change MUST be attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Semantik hakemlik başlamadan önce her GEO-1000 denetimi; denetlenen varlık, prompt kapsamı, ülkeler, ürünler, diller ve referans zamanı için sürümlü bir Doğrulanmış Varlık Gerçeklik Paketi kilitlemelidir. Paket kanonik varlık kimliğini, atomik referans iddialarını, Resmî Temsil Kayıtlarını, destekleyen kanıtı, karşı kanıtı, kaynak soyunu, kapsam ve zaman sınırlarını, erişim sınıflarını, bilinmeyenleri, itirazları ve bütünlük manifestini taşımalıdır. Resmî beyan yalnız resmî olduğu için bağımsız doğrulanmış gerçeklik sayılamaz. Farklı URL’ler aynı kök kaynaktan türemişse bağımsız kanıtlar olarak sayılamaz.",
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          "text": "\"title\": \"Country Contract Corroboration Set\",",
          "sourceParagraph": 2505
        },
        {
          "blockId": "CH13-MB0057",
          "type": "paragraph",
          "text": "\"sourceControl\": \"MULTI_PARTY\",",
          "sourceParagraph": 2506
        },
        {
          "blockId": "CH13-MB0058",
          "type": "paragraph",
          "text": "\"authorityForClaim\": \"CONTRACTUAL_CORROBORATION\",",
          "sourceParagraph": 2507
        },
        {
          "blockId": "CH13-MB0059",
          "type": "paragraph",
          "text": "\"independence\": \"PARTIALLY_INDEPENDENT\",",
          "sourceParagraph": 2508
        },
        {
          "blockId": "CH13-MB0060",
          "type": "paragraph",
          "text": "\"capturedAt\": \"2026-08-29T11:00:00Z\",",
          "sourceParagraph": 2509
        },
        {
          "blockId": "CH13-MB0061",
          "type": "paragraph",
          "text": "\"accessClass\": \"EA-4\",",
          "sourceParagraph": 2510
        },
        {
          "blockId": "CH13-MB0062",
          "type": "paragraph",
          "text": "\"integrityHash\": \"SYNTHETIC-HASH-CONTRACTS-002\"",
          "sourceParagraph": 2511
        },
        {
          "blockId": "CH13-MB0063",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2512
        },
        {
          "blockId": "CH13-MB0064",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2513
        },
        {
          "blockId": "CH13-MB0065",
          "type": "paragraph",
          "text": "\"unknowns\": [",
          "sourceParagraph": 2514
        },
        {
          "blockId": "CH13-MB0066",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2515
        },
        {
          "blockId": "CH13-MB0067",
          "type": "paragraph",
          "text": "\"unknownId\": \"NGU-SYNTH-001\",",
          "sourceParagraph": 2516
        },
        {
          "blockId": "CH13-MB0068",
          "type": "paragraph",
          "text": "\"type\": \"UNKNOWN_SCOPE\",",
          "sourceParagraph": 2517
        },
        {
          "blockId": "CH13-MB0069",
          "type": "paragraph",
          "text": "\"relatedClaimId\": \"NGC-SYNTH-ASTERON-25-COUNTRIES-002\",",
          "sourceParagraph": 2518
        },
        {
          "blockId": "CH13-MB0070",
          "type": "paragraph",
          "text": "\"description\": \"The official term operates is not defined.\"",
          "sourceParagraph": 2519
        },
        {
          "blockId": "CH13-MB0071",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2520
        },
        {
          "blockId": "CH13-MB0072",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2521
        },
        {
          "blockId": "CH13-MB0073",
          "type": "paragraph",
          "text": "\"governance\": {",
          "sourceParagraph": 2522
        },
        {
          "blockId": "CH13-MB0074",
          "type": "paragraph",
          "text": "\"claimLedgerOwnerRole\": \"TRUTH_PACK_EDITOR\",",
          "sourceParagraph": 2523
        },
        {
          "blockId": "CH13-MB0075",
          "type": "paragraph",
          "text": "\"evidenceRegistrarRole\": \"EVIDENCE_REGISTRAR\",",
          "sourceParagraph": 2524
        },
        {
          "blockId": "CH13-MB0076",
          "type": "paragraph",
          "text": "\"counterEvidenceReviewerRole\": \"COUNTER_EVIDENCE_REVIEWER\",",
          "sourceParagraph": 2525
        },
        {
          "blockId": "CH13-MB0077",
          "type": "paragraph",
          "text": "\"finalApproverRole\": \"ACCOUNTABLE_HUMAN_TRUTH_PACK_APPROVER\",",
          "sourceParagraph": 2526
        },
        {
          "blockId": "CH13-MB0078",
          "type": "paragraph",
          "text": "\"lockedBeforeSemanticReview\": true,",
          "sourceParagraph": 2527
        },
        {
          "blockId": "CH13-MB0079",
          "type": "paragraph",
          "text": "\"lockedAt\": \"2026-08-31T18:00:00Z\"",
          "sourceParagraph": 2528
        },
        {
          "blockId": "CH13-MB0080",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2529
        },
        {
          "blockId": "CH13-MB0081",
          "type": "paragraph",
          "text": "\"integrity\": {",
          "sourceParagraph": 2530
        },
        {
          "blockId": "CH13-MB0082",
          "type": "paragraph",
          "text": "\"manifestHash\": \"SYNTHETIC-TRUTH-PACK-MANIFEST-HASH\",",
          "sourceParagraph": 2531
        },
        {
          "blockId": "CH13-MB0083",
          "type": "paragraph",
          "text": "\"previousVersion\": null",
          "sourceParagraph": 2532
        },
        {
          "blockId": "CH13-MB0084",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2533
        },
        {
          "blockId": "CH13-MB0085",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2534
        },
        {
          "blockId": "CH13-MB0086",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2535
        },
        {
          "blockId": "CH13-MB0087",
          "type": "paragraph",
          "text": "93. MACHINE-READABLE CLAIM–EVIDENCE RECORD",
          "sourceParagraph": 2537
        },
        {
          "blockId": "CH13-MB0088",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 2538
        },
        {
          "blockId": "CH13-MB0089",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2539
        },
        {
          "blockId": "CH13-MB0090",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2540
        },
        {
          "blockId": "CH13-MB0091",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2541
        },
        {
          "blockId": "CH13-MB0092",
          "type": "paragraph",
          "text": "\"claimEvidenceRecord\": {",
          "sourceParagraph": 2542
        },
        {
          "blockId": "CH13-MB0093",
          "type": "paragraph",
          "text": "\"claimId\": \"NGC-SYNTH-ASTERON-SUCCESS-003\",",
          "sourceParagraph": 2543
        },
        {
          "blockId": "CH13-MB0094",
          "type": "paragraph",
          "text": "\"subjectEntityId\": \"NGE-SYNTH-ASTERON-HOLDINGS-001\",",
          "sourceParagraph": 2544
        },
        {
          "blockId": "CH13-MB0095",
          "type": "paragraph",
          "text": "\"claimType\": \"CT-08\",",
          "sourceParagraph": 2545
        },
        {
          "blockId": "CH13-MB0096",
          "type": "paragraph",
          "text": "\"atomicClaim\": {",
          "sourceParagraph": 2546
        },
        {
          "blockId": "CH13-MB0097",
          "type": "paragraph",
          "text": "\"predicate\": \"projectSuccessRate\",",
          "sourceParagraph": 2547
        },
        {
          "blockId": "CH13-MB0098",
          "type": "paragraph",
          "text": "\"value\": 0.98,",
          "sourceParagraph": 2548
        },
        {
          "blockId": "CH13-MB0099",
          "type": "paragraph",
          "text": "\"unit\": \"PROPORTION\",",
          "sourceParagraph": 2549
        },
        {
          "blockId": "CH13-MB0100",
          "type": "paragraph",
          "text": "\"population\": \"ALL_PROJECTS\",",
          "sourceParagraph": 2550
        },
        {
          "blockId": "CH13-MB0101",
          "type": "paragraph",
          "text": "\"period\": \"UNSPECIFIED\"",
          "sourceParagraph": 2551
        },
        {
          "blockId": "CH13-MB0102",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2552
        },
        {
          "blockId": "CH13-MB0103",
          "type": "paragraph",
          "text": "\"officialRepresentation\": {",
          "sourceParagraph": 2553
        },
        {
          "blockId": "CH13-MB0104",
          "type": "paragraph",
          "text": "\"status\": \"OFFICIAL_CURRENT\",",
          "sourceParagraph": 2554
        },
        {
          "blockId": "CH13-MB0105",
          "type": "paragraph",
          "text": "\"sourceEvidenceId\": \"NGEV-SYNTH-WEB-SUCCESS-003\"",
          "sourceParagraph": 2555
        },
        {
          "blockId": "CH13-MB0106",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2556
        },
        {
          "blockId": "CH13-MB0107",
          "type": "paragraph",
          "text": "\"verification\": {",
          "sourceParagraph": 2557
        },
        {
          "blockId": "CH13-MB0108",
          "type": "paragraph",
          "text": "\"supportStatus\": \"VS-U\",",
          "sourceParagraph": 2558
        },
        {
          "blockId": "CH13-MB0109",
          "type": "paragraph",
          "text": "\"scopeStatus\": \"SC-0\",",
          "sourceParagraph": 2559
        },
        {
          "blockId": "CH13-MB0110",
          "type": "paragraph",
          "text": "\"timeStatus\": \"TS-0\",",
          "sourceParagraph": 2560
        },
        {
          "blockId": "CH13-MB0111",
          "type": "paragraph",
          "text": "\"reasonCodes\": [",
          "sourceParagraph": 2561
        },
        {
          "blockId": "CH13-MB0112",
          "type": "paragraph",
          "text": "\"DENOMINATOR_UNDEFINED\",",
          "sourceParagraph": 2562
        },
        {
          "blockId": "CH13-MB0113",
          "type": "paragraph",
          "text": "\"SUCCESS_CRITERION_UNDEFINED\",",
          "sourceParagraph": 2563
        },
        {
          "blockId": "CH13-MB0114",
          "type": "paragraph",
          "text": "\"PERIOD_UNDEFINED\",",
          "sourceParagraph": 2564
        },
        {
          "blockId": "CH13-MB0115",
          "type": "paragraph",
          "text": "\"SELECTED_CASES_ONLY\"",
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        },
        {
          "blockId": "CH13-MB0116",
          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 2566
        },
        {
          "blockId": "CH13-MB0117",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2567
        },
        {
          "blockId": "CH13-MB0118",
          "type": "paragraph",
          "text": "\"supportingEvidence\": [",
          "sourceParagraph": 2568
        },
        {
          "blockId": "CH13-MB0119",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2569
        },
        {
          "blockId": "CH13-MB0120",
          "type": "paragraph",
          "text": "\"evidenceId\": \"NGEV-SYNTH-CASESET-049\",",
          "sourceParagraph": 2570
        },
        {
          "blockId": "CH13-MB0121",
          "type": "paragraph",
          "text": "\"relationship\": \"PARTIALLY_SUPPORTS\",",
          "sourceParagraph": 2571
        },
        {
          "blockId": "CH13-MB0122",
          "type": "paragraph",
          "text": "\"notes\": \"Forty-nine positive case records.\"",
          "sourceParagraph": 2572
        },
        {
          "blockId": "CH13-MB0123",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2573
        },
        {
          "blockId": "CH13-MB0124",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2574
        },
        {
          "blockId": "CH13-MB0125",
          "type": "paragraph",
          "text": "\"counterEvidence\": [",
          "sourceParagraph": 2575
        },
        {
          "blockId": "CH13-MB0126",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2576
        },
        {
          "blockId": "CH13-MB0127",
          "type": "paragraph",
          "text": "\"evidenceId\": \"NGEV-SYNTH-FAILED-CASE-001\",",
          "sourceParagraph": 2577
        },
        {
          "blockId": "CH13-MB0128",
          "type": "paragraph",
          "text": "\"relationship\": \"QUALIFIES\",",
          "sourceParagraph": 2578
        },
        {
          "blockId": "CH13-MB0129",
          "type": "paragraph",
          "text": "\"notes\": \"One known unsuccessful project; full project universe unavailable.\"",
          "sourceParagraph": 2579
        },
        {
          "blockId": "CH13-MB0130",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2580
        },
        {
          "blockId": "CH13-MB0131",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2581
        },
        {
          "blockId": "CH13-MB0132",
          "type": "paragraph",
          "text": "\"publiclyDiscoverable\": true,",
          "sourceParagraph": 2582
        },
        {
          "blockId": "CH13-MB0133",
          "type": "paragraph",
          "text": "\"preferredEpistemicForm\": \"The company states a 98% success rate, but the denominator, period, and success definition have not been independently verified.\",",
          "sourceParagraph": 2583
        },
        {
          "blockId": "CH13-MB0134",
          "type": "paragraph",
          "text": "\"prohibitedForm\": \"The company has a verified 98% success rate.\",",
          "sourceParagraph": 2584
        },
        {
          "blockId": "CH13-MB0135",
          "type": "paragraph",
          "text": "\"appealStatus\": \"APPEAL_OPEN\"",
          "sourceParagraph": 2585
        },
        {
          "blockId": "CH13-MB0136",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2586
        },
        {
          "blockId": "CH13-MB0137",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2587
        },
        {
          "blockId": "CH13-MB0138",
          "type": "paragraph",
          "text": "These records:",
          "sourceParagraph": 2588
        },
        {
          "blockId": "CH13-MB0139",
          "type": "paragraph",
          "text": "real company,",
          "sourceParagraph": 2589
        },
        {
          "blockId": "CH13-MB0140",
          "type": "paragraph",
          "text": "real customer,",
          "sourceParagraph": 2590
        },
        {
          "blockId": "CH13-MB0141",
          "type": "paragraph",
          "text": "real performance",
          "sourceParagraph": 2591
        },
        {
          "blockId": "CH13-MB0142",
          "type": "paragraph",
          "text": "is not data.",
          "sourceParagraph": 2592
        },
        {
          "blockId": "CH13-MB0143",
          "type": "paragraph",
          "text": "It is a synthetic machine representation of the Truth Pack architecture.",
          "sourceParagraph": 2593
        },
        {
          "blockId": "CH13-MB0144",
          "type": "paragraph",
          "text": "MACHINE-READABLE RULE OF SECTION 94",
          "sourceParagraph": 2595
        },
        {
          "blockId": "CH13-MB0145",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH13-R01",
          "sourceParagraph": 2596
        },
        {
          "blockId": "CH13-MB0146",
          "type": "paragraph",
          "text": "Before semantic adjudication begins, every GEO-1000 audit MUST lock a",
          "sourceParagraph": 2598
        },
        {
          "blockId": "CH13-MB0147",
          "type": "paragraph",
          "text": "versioned Verified Entity Truth Pack for the audited entity, prompt scope,",
          "sourceParagraph": 2599
        },
        {
          "blockId": "CH13-MB0148",
          "type": "paragraph",
          "text": "jurisdictions, products, languages, and reference time.",
          "sourceParagraph": 2600
        },
        {
          "blockId": "CH13-MB0149",
          "type": "paragraph",
          "text": "The Truth Pack MUST contain, as applicable:",
          "sourceParagraph": 2602
        },
        {
          "blockId": "CH13-MB0150",
          "type": "paragraph",
          "text": "- canonical entity identity,",
          "sourceParagraph": 2604
        },
        {
          "blockId": "CH13-MB0151",
          "type": "paragraph",
          "text": "- atomic reference claims,",
          "sourceParagraph": 2605
        },
        {
          "blockId": "CH13-MB0152",
          "type": "paragraph",
          "text": "- Official Representation Records,",
          "sourceParagraph": 2606
        },
        {
          "blockId": "CH13-MB0153",
          "type": "paragraph",
          "text": "- supporting evidence,",
          "sourceParagraph": 2607
        },
        {
          "blockId": "CH13-MB0154",
          "type": "paragraph",
          "text": "- counter-evidence,",
          "sourceParagraph": 2608
        },
        {
          "blockId": "CH13-MB0155",
          "type": "paragraph",
          "text": "- source-lineage and evidence-family records,",
          "sourceParagraph": 2609
        },
        {
          "blockId": "CH13-MB0156",
          "type": "paragraph",
          "text": "- scope and jurisdiction qualifiers,",
          "sourceParagraph": 2610
        },
        {
          "blockId": "CH13-MB0157",
          "type": "paragraph",
          "text": "- validity and publication times,",
          "sourceParagraph": 2611
        },
        {
          "blockId": "CH13-MB0158",
          "type": "paragraph",
          "text": "- public and restricted access classes,",
          "sourceParagraph": 2612
        },
        {
          "blockId": "CH13-MB0159",
          "type": "paragraph",
          "text": "- unknown and unresolved registers,",
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        },
        {
          "blockId": "CH13-MB0160",
          "type": "paragraph",
          "text": "- appeal and change records,",
          "sourceParagraph": 2614
        },
        {
          "blockId": "CH13-MB0161",
          "type": "paragraph",
          "text": "- and an integrity manifest.",
          "sourceParagraph": 2615
        },
        {
          "blockId": "CH13-MB0162",
          "type": "paragraph",
          "text": "An Official Representation Record MUST NOT be treated as independently",
          "sourceParagraph": 2617
        },
        {
          "blockId": "CH13-MB0163",
          "type": "paragraph",
          "text": "verified reality merely because it is official.",
          "sourceParagraph": 2618
        },
        {
          "blockId": "CH13-MB0164",
          "type": "paragraph",
          "text": "A first-party source MAY be authoritative for claims under the entity's",
          "sourceParagraph": 2620
        },
        {
          "blockId": "CH13-MB0165",
          "type": "paragraph",
          "text": "direct control, while remaining non-independent for comparative,",
          "sourceParagraph": 2621
        },
        {
          "blockId": "CH13-MB0166",
          "type": "paragraph",
          "text": "performance, leadership, or external-validation claims.",
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        },
        {
          "blockId": "CH13-MB0167",
          "type": "paragraph",
          "text": "Different URLs, publications, translations, syndications, or AI summaries",
          "sourceParagraph": 2624
        },
        {
          "blockId": "CH13-MB0168",
          "type": "paragraph",
          "text": "MUST NOT be counted as independent evidence when they derive from the",
          "sourceParagraph": 2625
        },
        {
          "blockId": "CH13-MB0169",
          "type": "paragraph",
          "text": "same root source.",
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        },
        {
          "blockId": "CH13-MB0170",
          "type": "paragraph",
          "text": "Every evidence object MUST state which atomic claim it supports,",
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        },
        {
          "blockId": "CH13-MB0171",
          "type": "paragraph",
          "text": "qualifies, contradicts, outdates, or contextualises.",
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        },
        {
          "blockId": "CH13-MB0172",
          "type": "paragraph",
          "text": "The absence of located evidence MUST NOT automatically be represented as",
          "sourceParagraph": 2631
        },
        {
          "blockId": "CH13-MB0173",
          "type": "paragraph",
          "text": "proof that a claim is false. Open-world and closed-world evidence",
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        },
        {
          "blockId": "CH13-MB0174",
          "type": "paragraph",
          "text": "conditions MUST remain distinct.",
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        },
        {
          "blockId": "CH13-MB0175",
          "type": "paragraph",
          "text": "Quantitative claims MUST retain numerator, denominator, period, unit,",
          "sourceParagraph": 2635
        },
        {
          "blockId": "CH13-MB0176",
          "type": "paragraph",
          "text": "inclusion and exclusion rules, source data, and calculation method.",
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        },
        {
          "blockId": "CH13-MB0177",
          "type": "paragraph",
          "text": "Customer, partner, license, certification, membership, award, legal,",
          "sourceParagraph": 2638
        },
        {
          "blockId": "CH13-MB0178",
          "type": "paragraph",
          "text": "performance, and superiority claims MUST preserve their exact entity,",
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        },
        {
          "blockId": "CH13-MB0179",
          "type": "paragraph",
          "text": "relationship, scope, jurisdiction, time, and evidence status.",
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        },
        {
          "blockId": "CH13-MB0180",
          "type": "paragraph",
          "text": "Publicly discoverable evidence, restricted audit evidence, and",
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        },
        {
          "blockId": "CH13-MB0181",
          "type": "paragraph",
          "text": "non-public evidence MUST remain separately classified.",
          "sourceParagraph": 2643
        },
        {
          "blockId": "CH13-MB0182",
          "type": "paragraph",
          "text": "A claim MAY be factually verified through restricted evidence without",
          "sourceParagraph": 2645
        },
        {
          "blockId": "CH13-MB0183",
          "type": "paragraph",
          "text": "being publicly retrievable by a consumer AI product. Factual verification",
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        },
        {
          "blockId": "CH13-MB0184",
          "type": "paragraph",
          "text": "and public discoverability MUST remain distinct.",
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        },
        {
          "blockId": "CH13-MB0185",
          "type": "paragraph",
          "text": "Truth Pack claims MUST NOT be added, removed, broadened, narrowed, or",
          "sourceParagraph": 2649
        },
        {
          "blockId": "CH13-MB0186",
          "type": "paragraph",
          "text": "reclassified after AI responses are observed unless a new Truth Pack",
          "sourceParagraph": 2650
        },
        {
          "blockId": "CH13-MB0187",
          "type": "paragraph",
          "text": "version is created and prior records are preserved.",
          "sourceParagraph": 2651
        },
        {
          "blockId": "CH13-MB0188",
          "type": "paragraph",
          "text": "A response claim not covered by the locked Truth Pack MUST trigger a",
          "sourceParagraph": 2653
        },
        {
          "blockId": "CH13-MB0189",
          "type": "paragraph",
          "text": "reference-gap process rather than automatic failure or automatic",
          "sourceParagraph": 2654
        },
        {
          "blockId": "CH13-MB0190",
          "type": "paragraph",
          "text": "acceptance.",
          "sourceParagraph": 2655
        },
        {
          "blockId": "CH13-MB0191",
          "type": "paragraph",
          "text": "Unknown, unsupported, unresolved, contradicted, historical, expired,",
          "sourceParagraph": 2657
        },
        {
          "blockId": "CH13-MB0192",
          "type": "paragraph",
          "text": "scope-limited, and restrictedly verified states MUST remain separately",
          "sourceParagraph": 2658
        },
        {
          "blockId": "CH13-MB0193",
          "type": "paragraph",
          "text": "visible.",
          "sourceParagraph": 2659
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          "text": "Beziehung, Umfang, Zuständigkeit, Zeit und Nachweisstatus bewahren.",
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          "text": "öffentlich von einem Consumer-KI-Produkt abrufbar sein. Faktische Überprüfung",
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          "text": "Behauptungen des Truth Pack DÜRFEN NICHT hinzugefügt, entfernt, erweitert oder eingeschränkt werden",
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          "type": "paragraph",
          "text": "nachdem AI-Antworten beobachtet wurden, neu klassifiziert, es sei denn, ein neues Wahrheits-Paket",
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          "text": "Referenz-Lücken-Prozess statt automatisches Versagen oder automatisch",
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        },
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          "blockId": "CH13-MB0190",
          "type": "paragraph",
          "text": "Akzeptanz.",
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          "language": "de-DE"
        },
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          "blockId": "CH13-MB0191",
          "type": "paragraph",
          "text": "Unbekannt, nicht unterstützt, ungelöst, widersprochen, historisch, abgelaufen,",
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          "language": "de-DE"
        },
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          "blockId": "CH13-MB0192",
          "type": "paragraph",
          "text": "Geltungsbereich-beschränkte und eingeschränkt überprüfte Zustände MÜSSEN getrennt bleiben",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0193",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2659,
          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0194",
          "type": "paragraph",
          "text": "Die geprüfte Einheit KANN Nachweise, Korrekturen und Einsprüche einreichen, aber",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0195",
          "type": "paragraph",
          "text": "DARF NICHT als alleiniger Schiedsrichter seiner eigenen Aussagen handeln.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0196",
          "type": "paragraph",
          "text": "KI-Systeme KÖNNEN bei der Extraktion, Normalisierung und Herkunftserkennung unterstützen,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0197",
          "type": "paragraph",
          "text": "und Widerspruchsentdeckung, darf jedoch NICHT als alleiniges Endergebnis dienen",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0198",
          "type": "paragraph",
          "text": "Autorität für den Wahrheitsstatus der Behauptung.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0199",
          "type": "paragraph",
          "text": "Jede Truth Pack-Version, Evidenzregistrierung, Support-Status-Entscheidung,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0200",
          "type": "paragraph",
          "text": "Berufung und Änderung MUSS einer verantwortlichen Person oder",
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          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0201",
          "type": "paragraph",
          "text": "Organisation zugeordnet werden.",
          "sourceParagraph": 2670,
          "language": "de-DE"
        },
        {
          "blockId": "CH13-MB0202",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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        },
        {
          "blockId": "CH13-MB0203",
          "type": "paragraph",
          "text": "Bevor die semantische Entscheidungsfindung beginnt, muss jeder GEO-1000-Audit eine versionierte Verifiziertes Faktenpaket zur Entität für die geprüfte Einheit, den Prompt-Bereich, die Länder, Produkte, Sprachen und die Referenzzeit festschreiben. Das Paket muss die kanonische Identität der Einheit, atomare Referenzaussagen, Offizielle Repräsentationsunterlagen, unterstützende Nachweise, Gegenevidenz, Quellenherkunft, Umfangs- und Zeitbegrenzungen, Zugangsklassen, Unbekannte, Einwände und ein Integritätsmanifest enthalten. Eine offizielle Erklärung kann nicht als unabhängig verifizierte Realität betrachtet werden, nur weil sie offiziell ist. Verschiedene URLs, die aus derselben Quellbasis abgeleitet sind, können nicht als unabhängige Belege gezählt werden.",
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    },
    {
      "chapter": 14,
      "chapterId": "NOMOS-GEO-AUDIT-CH14",
      "title": "Atomare Aussagen und Beurteilung",
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        "K27",
        "K28"
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      "normativeRuleSourceTurkish": "Herhangi bir response-level geçiş, başarısızlık, önem derecesi veya skor verilmeden önce her maddi AI yanıtı atomik semantik iddialara ayrılmalıdır. Her atomik iddia tam metin izini, normalize hükmünü, özne varlığı, yüklem ve değeri, nitelendiricileri, kapsamı, zamanı, attribution’ı, modaliteyi, iddia kökenini, merkeziliği, citation ilişkilerini, bağımlılıklarını ve Truth Pack eşleşmesini korumalıdır. Cümle ve paragraf sınırları otomatik iddia sınırı sayılamaz.",
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          "text": "},",
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          "text": "\"combinedLabel\": [",
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          "sourceParagraph": 2626
        },
        {
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          "type": "paragraph",
          "text": "\"MATERIAL-SCOPE-OVERREACH\",",
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        },
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          "blockId": "CH14-MB0115",
          "type": "paragraph",
          "text": "\"MATERIAL-ATTRIBUTION-LOSS\"",
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          "text": "],",
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        },
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          "type": "paragraph",
          "text": "\"reasoningSummary\": \"The audited entity officially states that it operates in 25 countries, but active service delivery has been verified in nine. The response presents the broader official statement as an unqualified current fact.\",",
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        },
        {
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          "type": "paragraph",
          "text": "\"evidenceReferences\": [",
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          "text": "\"reviewers\": {",
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          "type": "paragraph",
          "text": "\"primaryReviewerRole\": \"LANGUAGE_ADJUDICATOR\",",
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        },
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        },
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          "type": "paragraph",
          "text": "\"independentBeforeComparison\": true",
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          "type": "paragraph",
          "text": "},",
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        },
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          "type": "paragraph",
          "text": "\"agreement\": {",
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        },
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          "type": "paragraph",
          "text": "\"entityAgreement\": true,",
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          "type": "paragraph",
          "text": "\"factAgreement\": true,",
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          "text": "\"attributionAgreement\": true",
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          "type": "paragraph",
          "text": "},",
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        },
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          "type": "paragraph",
          "text": "\"appeal\": {",
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        },
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          "type": "paragraph",
          "text": "\"status\": \"NO_APPEAL\"",
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          "type": "paragraph",
          "text": "},",
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        },
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          "text": "\"governance\": {",
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        },
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          "sourceParagraph": 2659
        },
        {
          "blockId": "CH14-MB0147",
          "type": "paragraph",
          "text": "119. MACHINE-READABLE ADJUDICATOR COMPLIANCE RECORD",
          "sourceParagraph": 2661
        },
        {
          "blockId": "CH14-MB0148",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 2662
        },
        {
          "blockId": "CH14-MB0149",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2663
        },
        {
          "blockId": "CH14-MB0150",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2664
        },
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          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2665
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        {
          "blockId": "CH14-MB0152",
          "type": "paragraph",
          "text": "\"adjudicationReliability\": {",
          "sourceParagraph": 2666
        },
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          "blockId": "CH14-MB0153",
          "type": "paragraph",
          "text": "\"reliabilityRecordId\": \"NGREL-SYNTH-W1-001\",",
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          "type": "paragraph",
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        {
          "blockId": "CH14-MB0155",
          "type": "paragraph",
          "text": "\"doubleReviewedClaimCount\": 8200,",
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        },
        {
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          "type": "paragraph",
          "text": "\"preResolutionMetrics\": {",
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          "type": "paragraph",
          "text": "\"claimBoundaryExactAgreement\": 0.93,",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "\"attributionExactAgreement\": 0.86,",
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        },
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          "type": "paragraph",
          "text": "\"citationSupportExactAgreement\": 0.82,",
          "sourceParagraph": 2677
        },
        {
          "blockId": "CH14-MB0164",
          "type": "paragraph",
          "text": "\"omissionExactAgreement\": 0.79",
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          "type": "paragraph",
          "text": "},",
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        },
        {
          "blockId": "CH14-MB0166",
          "type": "paragraph",
          "text": "\"chanceAdjustedMetrics\": {",
          "sourceParagraph": 2680
        },
        {
          "blockId": "CH14-MB0167",
          "type": "paragraph",
          "text": "\"overallNominalAgreementMetric\": \"KRIPPENDORFF_ALPHA\",",
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        },
        {
          "blockId": "CH14-MB0168",
          "type": "paragraph",
          "text": "\"overallValue\": 0.84,",
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        },
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          "type": "paragraph",
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          "type": "paragraph",
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          "blockId": "CH14-MB0172",
          "type": "paragraph",
          "text": "\"actions\": [",
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        },
        {
          "blockId": "CH14-MB0173",
          "type": "paragraph",
          "text": "\"SCOPE_RECALIBRATION\",",
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        },
        {
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          "type": "paragraph",
          "text": "\"CITATION_MAPPING_RETRAINING\",",
          "sourceParagraph": 2688
        },
        {
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          "type": "paragraph",
          "text": "\"OMISSION_GUIDANCE_REVISION\"",
          "sourceParagraph": 2689
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        {
          "blockId": "CH14-MB0177",
          "type": "paragraph",
          "text": "\"postResolution\": {",
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        },
        {
          "blockId": "CH14-MB0178",
          "type": "paragraph",
          "text": "\"allMaterialDisagreementsResolved\": false,",
          "sourceParagraph": 2692
        },
        {
          "blockId": "CH14-MB0179",
          "type": "paragraph",
          "text": "\"unresolvedClaimCount\": 19,",
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        },
        {
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          "type": "paragraph",
          "text": "\"unresolvedStatusPreserved\": true",
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          "type": "paragraph",
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          "type": "paragraph",
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        },
        {
          "blockId": "CH14-MB0183",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2697
        },
        {
          "blockId": "CH14-MB0184",
          "type": "paragraph",
          "text": "\"reliabilityOwnerRole\": \"ADJUDICATION_METHODS_LEAD\"",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "}",
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2701
        },
        {
          "blockId": "CH14-MB0188",
          "type": "paragraph",
          "text": "These records:",
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        },
        {
          "blockId": "CH14-MB0189",
          "type": "paragraph",
          "text": "a real user,",
          "sourceParagraph": 2703
        },
        {
          "blockId": "CH14-MB0190",
          "type": "paragraph",
          "text": "real company,",
          "sourceParagraph": 2704
        },
        {
          "blockId": "CH14-MB0191",
          "type": "paragraph",
          "text": "actual adjudicator performance",
          "sourceParagraph": 2705
        },
        {
          "blockId": "CH14-MB0192",
          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2706
        },
        {
          "blockId": "CH14-MB0193",
          "type": "paragraph",
          "text": "It is a synthetic, machine-readable representation of the atomic claim and adjudication architecture.",
          "sourceParagraph": 2707
        },
        {
          "blockId": "CH14-MB0194",
          "type": "paragraph",
          "text": "120. MACHINE-READABLE RULE OF THE SECTION",
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        },
        {
          "blockId": "CH14-MB0195",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH14-R01",
          "sourceParagraph": 2710
        },
        {
          "blockId": "CH14-MB0196",
          "type": "paragraph",
          "text": "Before any response-level pass, failure, severity, or score is assigned,",
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        },
        {
          "blockId": "CH14-MB0197",
          "type": "paragraph",
          "text": "each material AI response MUST be decomposed into atomic semantic claims.",
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        },
        {
          "blockId": "CH14-MB0198",
          "type": "paragraph",
          "text": "Each atomic claim MUST retain:",
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        },
        {
          "blockId": "CH14-MB0199",
          "type": "paragraph",
          "text": "- its exact source span,",
          "sourceParagraph": 2717
        },
        {
          "blockId": "CH14-MB0200",
          "type": "paragraph",
          "text": "- normalised proposition,",
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        },
        {
          "blockId": "CH14-MB0201",
          "type": "paragraph",
          "text": "- subject entity,",
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        },
        {
          "blockId": "CH14-MB0202",
          "type": "paragraph",
          "text": "- predicate and value,",
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        {
          "blockId": "CH14-MB0203",
          "type": "paragraph",
          "text": "- qualifiers and quantifiers,",
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        },
        {
          "blockId": "CH14-MB0204",
          "type": "paragraph",
          "text": "- geographic, product, user, and jurisdictional scope,",
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        },
        {
          "blockId": "CH14-MB0205",
          "type": "paragraph",
          "text": "- temporal frame,",
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        },
        {
          "blockId": "CH14-MB0206",
          "type": "paragraph",
          "text": "- attribution,",
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        },
        {
          "blockId": "CH14-MB0207",
          "type": "paragraph",
          "text": "- modality and uncertainty,",
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        },
        {
          "blockId": "CH14-MB0208",
          "type": "paragraph",
          "text": "- explicit, implicit, presupposed, or entailed origin,",
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        },
        {
          "blockId": "CH14-MB0209",
          "type": "paragraph",
          "text": "- response centrality,",
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        },
        {
          "blockId": "CH14-MB0210",
          "type": "paragraph",
          "text": "- citation relationships,",
          "sourceParagraph": 2728
        },
        {
          "blockId": "CH14-MB0211",
          "type": "paragraph",
          "text": "- dependency relationships,",
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        },
        {
          "blockId": "CH14-MB0212",
          "type": "paragraph",
          "text": "- and Truth Pack mapping.",
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        },
        {
          "blockId": "CH14-MB0213",
          "type": "paragraph",
          "text": "Sentence and paragraph boundaries MUST NOT be treated as automatic claim",
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        },
        {
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          "type": "paragraph",
          "text": "boundaries.",
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          "text": "Atomic decomposition MUST separate propositions that can carry different",
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          "type": "paragraph",
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        },
        {
          "blockId": "CH14-MB0217",
          "type": "paragraph",
          "text": "prohibiting meaningless micro-fragmentation that dilutes material error.",
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        },
        {
          "blockId": "CH14-MB0218",
          "type": "paragraph",
          "text": "Claim extraction, Truth Pack mapping, and semantic adjudication SHOULD",
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        },
        {
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          "type": "paragraph",
          "text": "remain separate stages and, where practical, separate roles.",
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        },
        {
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          "type": "paragraph",
          "text": "Every atomic claim MUST be adjudicated across distinct dimensions,",
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        {
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          "type": "paragraph",
          "text": "including:",
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          "type": "paragraph",
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          "text": "- and unresolved or reference-gap status.",
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        },
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          "blockId": "CH14-MB0231",
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          "text": "Official-claim fidelity MUST remain distinct from verified factual",
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          "type": "paragraph",
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        {
          "blockId": "CH14-MB0233",
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          "text": "Unsupported, contradicted, wrong-entity, outdated, scope-overreach,",
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          "type": "paragraph",
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          "blockId": "CH14-MB0235",
          "type": "paragraph",
          "text": "states MUST remain separately visible.",
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        },
        {
          "blockId": "CH14-MB0236",
          "type": "paragraph",
          "text": "Required response elements and material omissions MUST be adjudicated",
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          "blockId": "CH14-MB0237",
          "type": "paragraph",
          "text": "separately from explicit false claims.",
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        },
        {
          "blockId": "CH14-MB0238",
          "type": "paragraph",
          "text": "Correct but irrelevant information MUST NOT satisfy the prompt merely",
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        },
        {
          "blockId": "CH14-MB0239",
          "type": "paragraph",
          "text": "because it is factually supported.",
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        },
        {
          "blockId": "CH14-MB0240",
          "type": "paragraph",
          "text": "Material claims SHOULD receive independent double review, with additional",
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          "sourceParagraph": 2709,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0195",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH14-R01",
          "sourceParagraph": 2710,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0196",
          "type": "paragraph",
          "text": "Bevor irgendein Response-Level-Durchgang, Fehler, Schweregrad oder Score zugewiesen wird,",
          "sourceParagraph": 2712,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0197",
          "type": "paragraph",
          "text": "MUSS jede materielle KI-Antwort in atomare semantische Aussagen zerlegt werden.",
          "sourceParagraph": 2713,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0198",
          "type": "paragraph",
          "text": "Jeder atomare Aussage MUSS Folgendes beibehalten:",
          "sourceParagraph": 2715,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0199",
          "type": "paragraph",
          "text": "- seinen genauen Quellspan,",
          "sourceParagraph": 2717,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0200",
          "type": "paragraph",
          "text": "- normalisierte Aussage,",
          "sourceParagraph": 2718,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0201",
          "type": "paragraph",
          "text": "- Subjektentity,",
          "sourceParagraph": 2719,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0202",
          "type": "paragraph",
          "text": "- Prädikat und Wert,",
          "sourceParagraph": 2720,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0203",
          "type": "paragraph",
          "text": "- Qualifikatoren und Quantifizierer,",
          "sourceParagraph": 2721,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0204",
          "type": "paragraph",
          "text": "- geografischen, produktbezogenen, Nutzerbezogenen und gerichtlichen Bereich,",
          "sourceParagraph": 2722,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0205",
          "type": "paragraph",
          "text": "- zeitlichen Rahmen,",
          "sourceParagraph": 2723,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0206",
          "type": "paragraph",
          "text": "- Zuschreibung,",
          "sourceParagraph": 2724,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0207",
          "type": "paragraph",
          "text": "- Modalität und Unsicherheit,",
          "sourceParagraph": 2725,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0208",
          "type": "paragraph",
          "text": "- explizit, implizit, vorausgesetzt oder impliziert Ursprung,",
          "sourceParagraph": 2726,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0209",
          "type": "paragraph",
          "text": "- Antwortzentralität,",
          "sourceParagraph": 2727,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0210",
          "type": "paragraph",
          "text": "- Zitierbeziehungen,",
          "sourceParagraph": 2728,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0211",
          "type": "paragraph",
          "text": "- Abhängigkeitsbeziehungen,",
          "sourceParagraph": 2729,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0212",
          "type": "paragraph",
          "text": "- und Wahrheits-Paket Zuordnung.",
          "sourceParagraph": 2730,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0213",
          "type": "paragraph",
          "text": "Satz- und Absatzgrenzen DÜRFEN NICHT als automatische Behauptung behandelt werden",
          "sourceParagraph": 2732,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0214",
          "type": "paragraph",
          "text": "Grenzen.",
          "sourceParagraph": 2733,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0215",
          "type": "paragraph",
          "text": "Die atomare Zerlegung MUSS Propositionen trennen, die unterschiedliche tragen KÖNNEN",
          "sourceParagraph": 2735,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0216",
          "type": "paragraph",
          "text": "Wahrheit, Nachweis, Entität, Umfang, Zeit oder Zuschreibungszustände, während",
          "sourceParagraph": 2736,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0217",
          "type": "paragraph",
          "text": "Verbot sinnloser Mikrofragmentierung, die materielle Fehler verwässert.",
          "sourceParagraph": 2737,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0218",
          "type": "paragraph",
          "text": "Die Extraktion von Behauptungen, die Zuordnung zu Truth Packs und die semantische Bewertung SOLLTEN",
          "sourceParagraph": 2739,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0219",
          "type": "paragraph",
          "text": "als separate Stufen und, wo praktisch, als separate Rollen erhalten bleiben.",
          "sourceParagraph": 2740,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0220",
          "type": "paragraph",
          "text": "Jede atomare Behauptung MUSS über verschiedene Dimensionen hinweg bewertet werden,",
          "sourceParagraph": 2742,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0221",
          "type": "paragraph",
          "text": "einschließlich:",
          "sourceParagraph": 2743,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0222",
          "type": "paragraph",
          "text": "- Entität,",
          "sourceParagraph": 2745,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0223",
          "type": "paragraph",
          "text": "- faktische Unterstützung,",
          "sourceParagraph": 2746,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0224",
          "type": "paragraph",
          "text": "- Umfang,",
          "sourceParagraph": 2747,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0225",
          "type": "paragraph",
          "text": "- Zeit,",
          "sourceParagraph": 2748,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0226",
          "type": "paragraph",
          "text": "- Zuschreibung und epistemischer Status,",
          "sourceParagraph": 2749,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0227",
          "type": "paragraph",
          "text": "- Modalität und Unsicherheit,",
          "sourceParagraph": 2750,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0228",
          "type": "paragraph",
          "text": "- Zitationsunterstützung,",
          "sourceParagraph": 2751,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0229",
          "type": "paragraph",
          "text": "- Relevanz,",
          "sourceParagraph": 2752,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0230",
          "type": "paragraph",
          "text": "- und ungelöster Status oder vorhandene Referenzlücken.",
          "sourceParagraph": 2753,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0231",
          "type": "paragraph",
          "text": "Die Treue zur offiziellen Behauptung MUSS von der verifizierten faktischen",
          "sourceParagraph": 2755,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0232",
          "type": "paragraph",
          "text": "Unterstützung getrennt bleiben.",
          "sourceParagraph": 2756,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0233",
          "type": "paragraph",
          "text": "Nicht unterstützt, widersprochen, falsche Entität, veraltet, Reichweitenüberschreitung,",
          "sourceParagraph": 2758,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0234",
          "type": "paragraph",
          "text": "epistemischer-Status-Fehler, Quellenabweichung, Referenzlücke und ungelöst",
          "sourceParagraph": 2759,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0235",
          "type": "paragraph",
          "text": "Zustände MÜSSEN separat sichtbar bleiben.",
          "sourceParagraph": 2760,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0236",
          "type": "paragraph",
          "text": "Erforderliche Antwortbestandteile und Materialauslassungen MÜSSEN getrennt",
          "sourceParagraph": 2762,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0237",
          "type": "paragraph",
          "text": "gesondert von explizit falschen Behauptungen beurteilt werden.",
          "sourceParagraph": 2763,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0238",
          "type": "paragraph",
          "text": "Korrekte, aber irrelevante Informationen DÜRFEN die Aufforderung nicht einfach",
          "sourceParagraph": 2765,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0239",
          "type": "paragraph",
          "text": "erfüllen, nur weil sie sachlich belegt sind.",
          "sourceParagraph": 2766,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0240",
          "type": "paragraph",
          "text": "Materielle Aussagen SOLLTEN unabhängig doppelt überprüft werden, mit zusätzlicher",
          "sourceParagraph": 2768,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0241",
          "type": "paragraph",
          "text": "sprachlicher oder fachlicher Expertise, wo erforderlich.",
          "sourceParagraph": 2769,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0242",
          "type": "paragraph",
          "text": "Identität des Gutachters, Qualifikation, Konflikte, unabhängige Erstentscheidungen,",
          "sourceParagraph": 2771,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0243",
          "type": "paragraph",
          "text": "Meinungsverschiedenheiten, Lösung, Zuverlässigkeitsmetriken, Einsprüche und Entscheidungen",
          "sourceParagraph": 2772,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0244",
          "type": "paragraph",
          "text": "Versionen MÜSSEN aufgezeichnet werden.",
          "sourceParagraph": 2773,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0245",
          "type": "paragraph",
          "text": "Die Übereinstimmung der Gutachter MÜSSEN nach Dimension gemessen werden und DURCH NICHT als Beweis dafür behandelt werden,",
          "sourceParagraph": 2775,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0246",
          "type": "paragraph",
          "text": "dass die getroffene gemeinsame Entscheidung notwendigerweise korrekt ist.",
          "sourceParagraph": 2776,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0247",
          "type": "paragraph",
          "text": "KI-Systeme DÜRFEN bei Segmentierung, Extraktion von Aussagen, Abbildung von Nachweisen, Übersetzungsunterstützung und Aufdeckung von Widersprüchen helfen, dürfen aber NICHT",
          "sourceParagraph": 2778,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0248",
          "type": "paragraph",
          "text": "als einzige endgültige Instanz für ihre eigenen oder die Ansprüche eines anderen Systems dienen.",
          "sourceParagraph": 2779,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0249",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2780,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0250",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2781,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0251",
          "type": "paragraph",
          "text": "Atomare Entscheidungsentscheidungen MÜSSEN unabhängig von kommerziellen",
          "sourceParagraph": 2783,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0252",
          "type": "paragraph",
          "text": "Interessen, gewünschten Ergebnissen, Anbieterreputation, Abzeichen-Ergebnissen oder Kunden",
          "sourceParagraph": 2784,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0253",
          "type": "paragraph",
          "text": "Genehmigung bleiben.",
          "sourceParagraph": 2785,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0254",
          "type": "paragraph",
          "text": "Jedes Anspruchsregister, jede Entscheidungsentscheidung, jede Streitbeilegung,",
          "sourceParagraph": 2787,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0255",
          "type": "paragraph",
          "text": "Einspruch und Überarbeitung MÜSSEN versioniert und einer verantwortlichen Person zuordenbar sein",
          "sourceParagraph": 2788,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0256",
          "type": "paragraph",
          "text": "Mensch oder Organisation.",
          "sourceParagraph": 2789,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0257",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2790,
          "language": "de-DE"
        },
        {
          "blockId": "CH14-MB0258",
          "type": "paragraph",
          "text": "Jede Antwort-Ebenen-Transition muss in atomare semantische Aussagen für jede konkrete KI-Antwort aufgeschlüsselt werden, bevor ein Ausfall, eine Wichtigkeitsstufe oder eine Punktzahl zugewiesen wird. Jede atomare Aussage muss die vollständige Textspur, normalisierte Bewertung, Existenz des Subjekts, Prädikat und Wert, Qualifikatoren, Umfang, Zeit, Attribution, Modalität, Herkunft der Aussage, Zentralität, Zitierbeziehungen, Abhängigkeiten und Übereinstimmung mit dem Truth Pack bewahren. Satz- und Absatzgrenzen können nicht automatisch als Grenzen für Aussagen gezählt werden.",
          "sourceParagraph": 2791,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 15,
      "chapterId": "NOMOS-GEO-AUDIT-CH15",
      "title": "Bestehen von Antworten und Sperren bei kritischen Fehlern",
      "subtitle": null,
      "sourceIds": [
        "K03",
        "K20"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH15-R01",
      "normativeRuleEnglish": "A GEO-1000 response MUST NOT receive a pass decision solely from its average or proportion of supported atomic claims. Before response-level adjudication, the observation MUST satisfy the required capture, prompt, AI-system, Truth Pack, and adjudication-quality conditions. Every response MUST be evaluated for: - required response elements, - confirmed Critical findings, - confirmed Major findings, - cumulative Moderate materiality, - material omissions, - unresolved core claims, - refusal or nonresponse, - internal contradiction, - self-correction, - and root-finding clusters. A confirmed Critical finding MUST create a non-compensatory automatic response failure. A confirmed Major finding or failure of a required core response element MUST create a response failure and MUST NOT be offset by other supported claims. Moderate findings MAY permit only a conditional pass when all core requirements remain satisfied and cumulative materiality does not create a Major effect. Advisory findings MUST remain visible but MUST NOT independently block response passage. Critical and Major severity MUST be determined independently from claim frequency and independently from whether the error favours or harms the audited entity. Critical findings SHOULD be confirmed through valid capture, sufficient Truth Pack coverage, independent double review, and appropriate language or domain expertise. Reference gaps and unresolved evidence MUST NOT automatically create Critical, Major, pass, or failure decisions. Wrong-entity transfer, false license or regulatory authority, actionable high-stakes misinformation, fabricated material evidence, false transactional guarantees, unsafe out-of-scope recommendations, serious unsupported allegations, material boundary omissions, current use of expired authority, false endorsements, restricted-data exposure, and evidence laundering MAY activate Critical gates when the defined materiality conditions are met. A single confirmed Critical response MUST establish that the event occurred under the defined product-country-language-prompt-time conditions. It MUST NOT, by itself, be represented as the prevalence of that event across all users or all product surfaces. Every confirmed Critical response MUST open a versioned Critical Incident Record and trigger scope-appropriate confirmatory review. An open confirmed Critical incident MUST prevent a claim of zero Critical errors or full conformity in the affected declared scope. Remediation and retesting MUST create new observations and new wave records. They MUST NOT alter or erase the original response decision or historical incident. Response decisions, severity levels, gate codes, incident scope, replication status, conformity effects, appeals, and revisions MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Bir GEO-1000 yanıtı yalnız desteklenmiş atomların ortalaması veya oranı üzerinden geçiş alamaz. Confirmed Critical finding telafi edilemeyen otomatik response başarısızlığı; Confirmed Major finding veya core zorunlu unsur başarısızlığı response başarısızlığı oluşturmalıdır. Moderate finding ancak core gereksinimleri korunuyor ve birikimli maddilik Major etki oluşturmuyorsa koşullu geçişe izin verebilir.",
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          "text": "A confirmed Critical finding MUST create a non-compensatory automatic",
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          "text": "response failure.",
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          "text": "Critical, Major, pass, or failure decisions.",
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          "text": "An open confirmed Critical incident MUST prevent a claim of zero Critical",
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          "text": "errors or full conformity in the affected declared scope.",
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          "blockId": "CH15-MB0169",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2345,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0170",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2346,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0171",
          "type": "paragraph",
          "text": "81. MASCHINENLESBARE_ANTWORT_GRENZREGEL",
          "sourceParagraph": 2348,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0172",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH15-R01",
          "sourceParagraph": 2349,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0173",
          "type": "paragraph",
          "text": "Eine GEO-1000-Antwort DARF NICHT nur aufgrund ihres",
          "sourceParagraph": 2351,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0174",
          "type": "paragraph",
          "text": "durchschnittlichen oder anteiligen unterstützten atomaren Aussagen eine Zustimmung erhalten.",
          "sourceParagraph": 2352,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0175",
          "type": "paragraph",
          "text": "Vor der Beurteilung auf Antwort-Ebene MUSS die Beobachtung die",
          "sourceParagraph": 2354,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0176",
          "type": "paragraph",
          "text": "erforderlichen Erfassungs-, Eingabeaufforderungs-, KI-System-, Wahrheits-Paket- und Beurteilungsqualitäts-",
          "sourceParagraph": 2355,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0177",
          "type": "paragraph",
          "text": "Bedingungen erfüllen.\"",
          "sourceParagraph": 2356,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0178",
          "type": "paragraph",
          "text": "Jede Antwort MUSS bewertet werden auf:",
          "sourceParagraph": 2358,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0179",
          "type": "paragraph",
          "text": "- erforderliche Antwortbestandteile,",
          "sourceParagraph": 2360,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0180",
          "type": "paragraph",
          "text": "- bestätigte kritische Befunde,",
          "sourceParagraph": 2361,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0181",
          "type": "paragraph",
          "text": "- bestätigte wesentliche Befunde,",
          "sourceParagraph": 2362,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0182",
          "type": "paragraph",
          "text": "- kumulative moderate Wesentlichkeit,",
          "sourceParagraph": 2363,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0183",
          "type": "paragraph",
          "text": "- wesentliche Auslassungen,",
          "sourceParagraph": 2364,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0184",
          "type": "paragraph",
          "text": "- ungelöste Kernansprüche,",
          "sourceParagraph": 2365,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0185",
          "type": "paragraph",
          "text": "- Verweigerung oder Nichtreaktion,",
          "sourceParagraph": 2366,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0186",
          "type": "paragraph",
          "text": "- interne Widersprüche,",
          "sourceParagraph": 2367,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0187",
          "type": "paragraph",
          "text": "- Selbstkorrekturen,",
          "sourceParagraph": 2368,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0188",
          "type": "paragraph",
          "text": "- und Ursachenanalyse-Cluster.",
          "sourceParagraph": 2369,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0189",
          "type": "paragraph",
          "text": "Ein bestätigter kritischer Befund MUSS einen nicht kompensierbaren automatischen",
          "sourceParagraph": 2371,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0190",
          "type": "paragraph",
          "text": "Antwortausfall erzeugen.",
          "sourceParagraph": 2372,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0191",
          "type": "paragraph",
          "text": "Ein bestätigter schwerwiegender Befund oder ein Versagen eines erforderlichen Kernelementes der Antwort",
          "sourceParagraph": 2374,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0192",
          "type": "paragraph",
          "text": "MUSS ein Antwortversagen erzeugen und DARF NICHT durch andere unterstützte Elemente ausgeglichen werden",
          "sourceParagraph": 2375,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0193",
          "type": "paragraph",
          "text": "",
          "sourceParagraph": 2376,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0194",
          "type": "paragraph",
          "text": "Mäßige Befunde KÖNNEN nur ein Bedingt bestanden zulassen, wenn alle Kernelemente",
          "sourceParagraph": 2378,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0195",
          "type": "paragraph",
          "text": "Anforderungen weiterhin erfüllt sind und die kumulative Wesentlichkeit keinen",
          "sourceParagraph": 2379,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0196",
          "type": "paragraph",
          "text": "schwerwiegenden Effekt erzeugt.",
          "sourceParagraph": 2380,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0197",
          "type": "paragraph",
          "text": "Beratende Befunde MÜSSEN sichtbar bleiben, dürfen aber die",
          "sourceParagraph": 2382,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0198",
          "type": "paragraph",
          "text": "Antwortdurchführung nicht unabhängig blockieren.",
          "sourceParagraph": 2383,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0199",
          "type": "paragraph",
          "text": "Kritische und schwere Schweregrade MÜSSEN unabhängig von der Häufigkeit der Aussagen",
          "sourceParagraph": 2385,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0200",
          "type": "paragraph",
          "text": "und unabhängig davon, ob der Fehler dem geprüften Unternehmen zugutekommt oder schadet,",
          "sourceParagraph": 2386,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0201",
          "type": "paragraph",
          "text": "bestimmt werden.",
          "sourceParagraph": 2387,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0202",
          "type": "paragraph",
          "text": "Kritische Befunde SOLLTEN durch gültige Erfassung, ausreichende",
          "sourceParagraph": 2389,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0203",
          "type": "paragraph",
          "text": "Truth Pack-Abdeckung, unabhängige Doppelprüfung und angemessene Sprach",
          "sourceParagraph": 2390,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0204",
          "type": "paragraph",
          "text": "oder Fachkenntnisse im jeweiligen Bereich bestätigt werden.",
          "sourceParagraph": 2391,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0205",
          "type": "paragraph",
          "text": "]\nReferenzlücken und ungelöste Evidenzmittel DÜRFEN NICHT automatisch",
          "sourceParagraph": 2393,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0206",
          "type": "paragraph",
          "text": "kritische, große, bestandene oder fehlgeschlagene Entscheidungen erzeugen.",
          "sourceParagraph": 2394,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0207",
          "type": "paragraph",
          "text": "Falsch zugeordnete Einheiten, falsche Lizenzen oder regulatorische Behörden, umsetzbare",
          "sourceParagraph": 2396,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0208",
          "type": "paragraph",
          "text": "hoch riskante Fehlinformationen, gefälschtes Sachbeweismaterial, falsche",
          "sourceParagraph": 2397,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0209",
          "type": "paragraph",
          "text": "transaktionelle Garantien, unsichere Empfehlungen außerhalb des Geltungsbereichs, schwerwiegende",
          "sourceParagraph": 2398,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0210",
          "type": "paragraph",
          "text": "nicht unterstützte Anschuldigungen, wesentliche Auslassungen an Grenzen, aktuelle Nutzung von",
          "sourceParagraph": 2399,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0211",
          "type": "paragraph",
          "text": "abgelaufene Autorität, falsche Beglaubigungen, Offenlegung eingeschränkter Daten, und",
          "sourceParagraph": 2400,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0212",
          "type": "paragraph",
          "text": "Evidenzmittelwäsche KANN Kritische Tore auslösen, wenn die definierten",
          "sourceParagraph": 2401,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0213",
          "type": "paragraph",
          "text": "Bedeutsamkeitsbedingungen erfüllt sind.",
          "sourceParagraph": 2402,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0214",
          "type": "paragraph",
          "text": "Eine einzelne bestätigte Kritische Antwort MUSS feststellen, dass das Ereignis",
          "sourceParagraph": 2404,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0215",
          "type": "paragraph",
          "text": "unter den definierten Produkt-Land-Sprache-Aufforderung-Zeit",
          "sourceParagraph": 2405,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0216",
          "type": "paragraph",
          "text": "Bedingungen aufgetreten ist. Es DARF NICHT von sich aus als die Häufigkeit von",
          "sourceParagraph": 2406,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0217",
          "type": "paragraph",
          "text": "diesem Ereignis bei allen Nutzern oder auf allen Produktoberflächen dargestellt werden.",
          "sourceParagraph": 2407,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0218",
          "type": "paragraph",
          "text": "Jede bestätigte Kritische Antwort MUSS einen versionierten Kritischen Zwischenfall",
          "sourceParagraph": 2409,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0219",
          "type": "paragraph",
          "text": "Eintrag öffnen und eine den Umfang entsprechende bestätigende Überprüfung auslösen.",
          "sourceParagraph": 2410,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0220",
          "type": "paragraph",
          "text": "Ein offener bestätigter kritischer Vorfall MUSS eine Meldung von null Kritischen verhindern",
          "sourceParagraph": 2412,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0221",
          "type": "paragraph",
          "text": "Fehler oder vollständige Übereinstimmung im betroffenen deklarierten Umfang.",
          "sourceParagraph": 2413,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0222",
          "type": "paragraph",
          "text": "Behebung und erneutes Testen MÜSSEN neue Beobachtungen und neue Wellen erzeugen",
          "sourceParagraph": 2415,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0223",
          "type": "paragraph",
          "text": "Aufzeichnungen. Sie DÜRFEN die ursprüngliche Entscheidungsantwort weder ändern noch löschen oder",
          "sourceParagraph": 2416,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0224",
          "type": "paragraph",
          "text": "historisches Ereignis.",
          "sourceParagraph": 2417,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0225",
          "type": "paragraph",
          "text": "Antwortentscheidungen, Schweregrade, Torcodes, Vorfallumfang,",
          "sourceParagraph": 2419,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0226",
          "type": "paragraph",
          "text": "Replikationsstatus, Konformitätseffekte, Berufungen und Überarbeitungen MÜSSEN",
          "sourceParagraph": 2420,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0227",
          "type": "paragraph",
          "text": "versioniert und einem verantwortlichen Menschen oder einer Organisation zuordenbar.",
          "sourceParagraph": 2421,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0228",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2422,
          "language": "de-DE"
        },
        {
          "blockId": "CH15-MB0229",
          "type": "paragraph",
          "text": "Eine GEO-1000 Antwort kann nicht allein aufgrund des Durchschnitts oder Verhältnisses der unterstützten Atome passieren. Bestätigt Kritisches Ergebnis ist ein unwiderruflicher automatischer Reaktionsfehler; Ein bestätigter Major-Befund oder ein verpflichtender Kern-Elementfehler sollte zu einem Reaktionsfehler führen. Moderate Funde können nur bedingte Passagen zulassen, wenn die Kernanforderungen eingehalten werden und die kumulative Materialität keinen Major-Einfluss hat.",
          "sourceParagraph": 2423,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 16,
      "chapterId": "NOMOS-GEO-AUDIT-CH16",
      "title": "Die NOMOS-Bewertungsarchitektur",
      "subtitle": null,
      "sourceIds": [
        "K08",
        "K09"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH16-R01",
      "normativeRuleEnglish": "No NOMOS result may be published as a naked composite score. Every published score MUST first disclose: - the gate status, - the GEO-1000 response-status distribution, - Strict and Acceptable Pass equivalents, - Critical and Major equivalents, - Unresolved, No-Usable-Response, and Not-Ratable equivalents, - component scores, - uncertainty, - effective sample size, - scope, - and score-method version. The primary GEO-1000 output MUST express the population-weighted equivalent number of users, out of 1,000, receiving each RP-1 through RP-8 response status. Critical and Major findings are non-compensatory. No atomic-claim average, response-pass rate, component score, product coefficient, or ecosystem composite may override an active Critical or Major gate. Atomic, required-element, component, composite, fairness, stability, Critical-rate, and publication-quality metrics MUST remain distinct. The canonical candidate NOMOS composite consists of ten separately reported 0–100 components: - Entity Integrity, - Factual Fidelity, - Scope and Boundary Integrity, - Temporal and Local Accuracy, - Evidence and Citation Integrity, - Epistemic Integrity, - Task Completion and Relevance, - Language and Geographic Fairness, - User-State and Surface Integrity, - and Stability and Replicability. A full 0–1,000 composite MUST NOT be produced when a required component is not estimable. Missing component weight MUST NOT be silently redistributed. Native Reach, Common Support, Controlled Clean, Natural User, current wave, rolling, equal-product, and exposure-weighted scores MUST remain separately identified. AI-product coefficients MUST be locked before product results are observed and MUST NOT depend on product performance, provider reputation, client preference, sponsorship, or desired outcome. Equal-product coefficients estimate average tested-product performance. Exposure coefficients estimate average defined-user exposure. These estimands MUST NOT be represented as equivalent. An ecosystem composite MUST retain product-level Critical and Major incident visibility. High scores in other products MUST NOT erase a lower-weighted product's confirmed Critical incident. Unresolved claims MUST produce visible reference-uncertainty bounds and MUST NOT be silently treated as correct, incorrect, or absent. Sampling uncertainty, reference uncertainty, score sensitivity, raw sample size, and effective sample size MUST be separately reported. Zero observed confirmed Critical incidents MUST NOT be represented as zero Critical risk. A method-appropriate one-sided upper bound MUST be reported. A NOMOS 950+ performance candidate MUST satisfy score, Strict Pass, gate, component-floor, unresolved, quality, coverage, and replication conditions. A composite score of 950 or more alone is insufficient. Every score formula, mapping, coefficient, dataset, code version, confidence procedure, publication decision, revision, and integrity record MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Hiçbir NOMOS sonucu tek çıplak bileşik puan olarak yayımlanamaz. Her sonuç önce gate statüsünü, GEO-1000 response dağılımını, Strict ve Acceptable Pass kullanıcı eşdeğerlerini, Critical, Major, Unresolved, No-Response ve Not-Ratable dağılımlarını; daha sonra bileşen skorlarını, belirsizliği, etkin örneklemi, kapsamı ve skor sürümünü göstermelidir.",
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          "blockId": "CH16-MB0001",
          "type": "paragraph",
          "text": "76. MACHINE-READABLE SCORE RECORD",
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        },
        {
          "blockId": "CH16-MB0002",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
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        },
        {
          "blockId": "CH16-MB0003",
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          "text": "{",
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        },
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          "type": "paragraph",
          "text": "\"openConfirmedCritical\": 0,",
          "sourceParagraph": 1943
        },
        {
          "blockId": "CH16-MB0006",
          "type": "paragraph",
          "text": "\"openConfirmedMajor\": 0,",
          "sourceParagraph": 1944
        },
        {
          "blockId": "CH16-MB0007",
          "type": "paragraph",
          "text": "\"historicalCriticalIncidents\": 1,",
          "sourceParagraph": 1945
        },
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          "blockId": "CH16-MB0008",
          "type": "paragraph",
          "text": "\"currentCriticalHold\": false",
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        },
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          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1947
        },
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          "blockId": "CH16-MB0010",
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          "text": "\"geo1000Distribution\": {",
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        },
        {
          "blockId": "CH16-MB0011",
          "type": "paragraph",
          "text": "\"RP-1\": 830,",
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          "blockId": "CH16-MB0012",
          "type": "paragraph",
          "text": "\"RP-2\": 128,",
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          "blockId": "CH16-MB0013",
          "type": "paragraph",
          "text": "\"RP-3\": 30,",
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        },
        {
          "blockId": "CH16-MB0014",
          "type": "paragraph",
          "text": "\"RP-4\": 0,",
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        },
        {
          "blockId": "CH16-MB0015",
          "type": "paragraph",
          "text": "\"RP-5\": 0,",
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        },
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          "text": "\"RP-6\": 5,",
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        },
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          "type": "paragraph",
          "text": "\"RP-7\": 7,",
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        },
        {
          "blockId": "CH16-MB0018",
          "type": "paragraph",
          "text": "\"RP-8\": 0,",
          "sourceParagraph": 1956
        },
        {
          "blockId": "CH16-MB0019",
          "type": "paragraph",
          "text": "\"strictPassEquivalent\": 958,",
          "sourceParagraph": 1957
        },
        {
          "blockId": "CH16-MB0020",
          "type": "paragraph",
          "text": "\"acceptablePassEquivalent\": 988,",
          "sourceParagraph": 1958
        },
        {
          "blockId": "CH16-MB0021",
          "type": "paragraph",
          "text": "\"criticalEquivalent\": 0,",
          "sourceParagraph": 1959
        },
        {
          "blockId": "CH16-MB0022",
          "type": "paragraph",
          "text": "\"majorEquivalent\": 0,",
          "sourceParagraph": 1960
        },
        {
          "blockId": "CH16-MB0023",
          "type": "paragraph",
          "text": "\"unresolvedEquivalent\": 5,",
          "sourceParagraph": 1961
        },
        {
          "blockId": "CH16-MB0024",
          "type": "paragraph",
          "text": "\"noUsableResponseEquivalent\": 7,",
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        },
        {
          "blockId": "CH16-MB0025",
          "type": "paragraph",
          "text": "\"notRatableEquivalent\": 0",
          "sourceParagraph": 1963
        },
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          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1964
        },
        {
          "blockId": "CH16-MB0027",
          "type": "paragraph",
          "text": "\"components\": {",
          "sourceParagraph": 1965
        },
        {
          "blockId": "CH16-MB0028",
          "type": "paragraph",
          "text": "\"ENT\": 99,",
          "sourceParagraph": 1966
        },
        {
          "blockId": "CH16-MB0029",
          "type": "paragraph",
          "text": "\"FAC\": 97,",
          "sourceParagraph": 1967
        },
        {
          "blockId": "CH16-MB0030",
          "type": "paragraph",
          "text": "\"SBI\": 96,",
          "sourceParagraph": 1968
        },
        {
          "blockId": "CH16-MB0031",
          "type": "paragraph",
          "text": "\"TLA\": 95,",
          "sourceParagraph": 1969
        },
        {
          "blockId": "CH16-MB0032",
          "type": "paragraph",
          "text": "\"ECI\": 96,",
          "sourceParagraph": 1970
        },
        {
          "blockId": "CH16-MB0033",
          "type": "paragraph",
          "text": "\"EPI\": 98,",
          "sourceParagraph": 1971
        },
        {
          "blockId": "CH16-MB0034",
          "type": "paragraph",
          "text": "\"TCR\": 97,",
          "sourceParagraph": 1972
        },
        {
          "blockId": "CH16-MB0035",
          "type": "paragraph",
          "text": "\"LGF\": 94,",
          "sourceParagraph": 1973
        },
        {
          "blockId": "CH16-MB0036",
          "type": "paragraph",
          "text": "\"USI\": 93,",
          "sourceParagraph": 1974
        },
        {
          "blockId": "CH16-MB0037",
          "type": "paragraph",
          "text": "\"STR\": 96",
          "sourceParagraph": 1975
        },
        {
          "blockId": "CH16-MB0038",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1976
        },
        {
          "blockId": "CH16-MB0039",
          "type": "paragraph",
          "text": "\"composite\": {",
          "sourceParagraph": 1977
        },
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          "text": "- Strict and Acceptable Pass equivalents,",
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        {
          "blockId": "CH16-MB0183",
          "type": "paragraph",
          "text": "- Critical and Major equivalents,",
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        {
          "blockId": "CH16-MB0184",
          "type": "paragraph",
          "text": "- Unresolved, No-Usable-Response, and Not-Ratable equivalents,",
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        {
          "blockId": "CH16-MB0185",
          "type": "paragraph",
          "text": "- component scores,",
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        },
        {
          "blockId": "CH16-MB0186",
          "type": "paragraph",
          "text": "- uncertainty,",
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        {
          "blockId": "CH16-MB0187",
          "type": "paragraph",
          "text": "- effective sample size,",
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        {
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          "type": "paragraph",
          "text": "- scope,",
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          "type": "paragraph",
          "text": "- and score-method version.",
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        },
        {
          "blockId": "CH16-MB0190",
          "type": "paragraph",
          "text": "The primary GEO-1000 output MUST express the population-weighted",
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        {
          "blockId": "CH16-MB0191",
          "type": "paragraph",
          "text": "equivalent number of users, out of 1,000, receiving each RP-1 through",
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          "type": "paragraph",
          "text": "RP-8 response status.",
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        {
          "blockId": "CH16-MB0193",
          "type": "paragraph",
          "text": "Critical and Major findings are non-compensatory. No atomic-claim",
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        {
          "blockId": "CH16-MB0194",
          "type": "paragraph",
          "text": "average, response-pass rate, component score, product coefficient, or",
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        },
        {
          "blockId": "CH16-MB0195",
          "type": "paragraph",
          "text": "ecosystem composite may override an active Critical or Major gate.",
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        {
          "blockId": "CH16-MB0196",
          "type": "paragraph",
          "text": "Atomic, required-element, component, composite, fairness, stability,",
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        {
          "blockId": "CH16-MB0197",
          "type": "paragraph",
          "text": "Critical-rate, and publication-quality metrics MUST remain distinct.",
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        {
          "blockId": "CH16-MB0198",
          "type": "paragraph",
          "text": "The canonical candidate NOMOS composite consists of ten separately",
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        {
          "blockId": "CH16-MB0199",
          "type": "paragraph",
          "text": "reported 0–100 components:",
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        {
          "blockId": "CH16-MB0200",
          "type": "paragraph",
          "text": "- Entity Integrity,",
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        {
          "blockId": "CH16-MB0201",
          "type": "paragraph",
          "text": "- Factual Fidelity,",
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          "blockId": "CH16-MB0202",
          "type": "paragraph",
          "text": "- Scope and Boundary Integrity,",
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        {
          "blockId": "CH16-MB0203",
          "type": "paragraph",
          "text": "- Temporal and Local Accuracy,",
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        {
          "blockId": "CH16-MB0204",
          "type": "paragraph",
          "text": "- Evidence and Citation Integrity,",
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        {
          "blockId": "CH16-MB0205",
          "type": "paragraph",
          "text": "- Epistemic Integrity,",
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          "type": "paragraph",
          "text": "- Task Completion and Relevance,",
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        {
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          "type": "paragraph",
          "text": "- Language and Geographic Fairness,",
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        {
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          "type": "paragraph",
          "text": "- User-State and Surface Integrity,",
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        {
          "blockId": "CH16-MB0209",
          "type": "paragraph",
          "text": "- and Stability and Replicability.",
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        {
          "blockId": "CH16-MB0210",
          "type": "paragraph",
          "text": "A full 0–1,000 composite MUST NOT be produced when a required component",
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        {
          "blockId": "CH16-MB0211",
          "type": "paragraph",
          "text": "is not estimable. Missing component weight MUST NOT be silently",
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        {
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          "type": "paragraph",
          "text": "redistributed.",
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        {
          "blockId": "CH16-MB0213",
          "type": "paragraph",
          "text": "Native Reach, Common Support, Controlled Clean, Natural User, current",
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        {
          "blockId": "CH16-MB0214",
          "type": "paragraph",
          "text": "wave, rolling, equal-product, and exposure-weighted scores MUST remain",
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          "type": "paragraph",
          "text": "separately identified.",
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        {
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          "type": "paragraph",
          "text": "AI-product coefficients MUST be locked before product results are",
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        {
          "blockId": "CH16-MB0217",
          "type": "paragraph",
          "text": "observed and MUST NOT depend on product performance, provider reputation,",
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        {
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          "type": "paragraph",
          "text": "client preference, sponsorship, or desired outcome.",
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          "text": "Equal-product coefficients estimate average tested-product performance.",
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          "text": "Exposure coefficients estimate average defined-user exposure. These",
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        {
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          "type": "paragraph",
          "text": "estimands MUST NOT be represented as equivalent.",
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        {
          "blockId": "CH16-MB0222",
          "type": "paragraph",
          "text": "An ecosystem composite MUST retain product-level Critical and Major",
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        {
          "blockId": "CH16-MB0223",
          "type": "paragraph",
          "text": "incident visibility. High scores in other products MUST NOT erase a",
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          "type": "paragraph",
          "text": "lower-weighted product's confirmed Critical incident.",
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          "type": "paragraph",
          "text": "Unresolved claims MUST produce visible reference-uncertainty bounds and",
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          "type": "paragraph",
          "text": "MUST NOT be silently treated as correct, incorrect, or absent.",
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          "type": "paragraph",
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          "text": "Zero observed confirmed Critical incidents MUST NOT be represented as",
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          "type": "paragraph",
          "text": "zero Critical risk. A method-appropriate one-sided upper bound MUST be",
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          "type": "paragraph",
          "text": "reported.",
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        {
          "blockId": "CH16-MB0232",
          "type": "paragraph",
          "text": "A NOMOS 950+ performance candidate MUST satisfy score, Strict Pass,",
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          "type": "paragraph",
          "text": "gate, component-floor, unresolved, quality, coverage, and replication",
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          "type": "paragraph",
          "text": "conditions. A composite score of 950 or more alone is insufficient.",
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          "type": "paragraph",
          "text": "Every score formula, mapping, coefficient, dataset, code version,",
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        {
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          "type": "paragraph",
          "text": "confidence procedure, publication decision, revision, and integrity",
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          "type": "paragraph",
          "text": "record MUST be versioned and attributable to an accountable human or",
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          "type": "paragraph",
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          "text": "No NOMOS result can be published as a single raw composite score. Each result must first show gate status, GEO-1000 response distribution, Strict and Acceptable Pass user equivalents, distributions of Critical, Major, Unresolved, No-Response, and Not-Ratable; then it must show component scores, uncertainty, effective sample size, scope, and score version.",
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          "text": "\"coefficientOwnerRole\": \"ECOSYSTEM_EXPOSURE_METHODS_LEAD\"",
          "sourceParagraph": 2105,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0167",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2106,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0168",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2107,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0169",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2108,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0170",
          "type": "paragraph",
          "text": "Diese Aufzeichnungen:",
          "sourceParagraph": 2109,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0171",
          "type": "paragraph",
          "text": "tatsächlicher KI-Anbieter,",
          "sourceParagraph": 2110,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0172",
          "type": "paragraph",
          "text": "tatsächliche Nutzeranzahl,",
          "sourceParagraph": 2111,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0173",
          "type": "paragraph",
          "text": "tatsächliche Unternehmensbewertung",
          "sourceParagraph": 2112,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0174",
          "type": "paragraph",
          "text": "eine echte Unternehmensleistung.",
          "sourceParagraph": 2113,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0175",
          "type": "paragraph",
          "text": "Die Score-Architektur ist eine synthetische, maschinenlesbare Repräsentation.",
          "sourceParagraph": 2114,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0176",
          "type": "paragraph",
          "text": "REGEL FÜR DEN MASCHINENLESBAREN ABSCHNITT 78",
          "sourceParagraph": 2116,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0177",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH16-R01",
          "sourceParagraph": 2117,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0178",
          "type": "paragraph",
          "text": "Kein NOMOS-Ergebnis darf als nackter zusammengesetzter Score veröffentlicht werden.",
          "sourceParagraph": 2119,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0179",
          "type": "paragraph",
          "text": "Jede veröffentlichte Punktzahl MUSS zuerst offenlegen:",
          "sourceParagraph": 2121,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0180",
          "type": "paragraph",
          "text": "- den Gate-Status,",
          "sourceParagraph": 2123,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0181",
          "type": "paragraph",
          "text": "- die Verteilung des GEO-1000-Antwortstatus,",
          "sourceParagraph": 2124,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0182",
          "type": "paragraph",
          "text": "- strenge und akzeptable Pass-Äquivalente,",
          "sourceParagraph": 2125,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0183",
          "type": "paragraph",
          "text": "- kritische und große Äquivalente,",
          "sourceParagraph": 2126,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0184",
          "type": "paragraph",
          "text": "- ungelöste, nicht verwendbare Antwort- und nicht bewertbare Äquivalente,",
          "sourceParagraph": 2127,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0185",
          "type": "paragraph",
          "text": "- Komponentenwertungen,",
          "sourceParagraph": 2128,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0186",
          "type": "paragraph",
          "text": "- Unsicherheit,",
          "sourceParagraph": 2129,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0187",
          "type": "paragraph",
          "text": "- effektive Stichprobengröße,",
          "sourceParagraph": 2130,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0188",
          "type": "paragraph",
          "text": "- Umfang,",
          "sourceParagraph": 2131,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0189",
          "type": "paragraph",
          "text": "- und Version der Bewertungsmethode.",
          "sourceParagraph": 2132,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0190",
          "type": "paragraph",
          "text": "Die primäre GEO-1000-Ausgabe MUSS die bevölkerungsgewichtete",
          "sourceParagraph": 2134,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0191",
          "type": "paragraph",
          "text": "Äquivalente Anzahl von Nutzern, von 1,000, die jeweils RP-1 über",
          "sourceParagraph": 2135,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0192",
          "type": "paragraph",
          "text": "RP-8-Antwortstatus erhalten.",
          "sourceParagraph": 2136,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0193",
          "type": "paragraph",
          "text": "Kritische und wichtige Befunde sind nicht kompensierbar. Keine atomare Behauptung",
          "sourceParagraph": 2138,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0194",
          "type": "paragraph",
          "text": "Durchschnitt, Antwort-Erfolgsrate, Komponentenscore, Produktkoeffizient oder",
          "sourceParagraph": 2139,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0195",
          "type": "paragraph",
          "text": "Ökosystemzusammensetzung darf ein aktives kritisches oder wichtiges Gate nicht überschreiben.",
          "sourceParagraph": 2140,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0196",
          "type": "paragraph",
          "text": "Atomar, erforderliches Element, Komponente, Komposit, Fairness, Stabilität,",
          "sourceParagraph": 2142,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0197",
          "type": "paragraph",
          "text": "kritische Rate und Veröffentlichungsqualitätsmetriken MÜSSEN getrennt bleiben.",
          "sourceParagraph": 2143,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0198",
          "type": "paragraph",
          "text": "Der kanonische NOMOS-Kandidatenverbund besteht aus zehn getrennt",
          "sourceParagraph": 2145,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0199",
          "type": "paragraph",
          "text": "ausgewiesenen Komponenten auf einer Skala von 0–100:",
          "sourceParagraph": 2146,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0200",
          "type": "paragraph",
          "text": "- Entitätsintegrität,",
          "sourceParagraph": 2148,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0201",
          "type": "paragraph",
          "text": "- Faktische Treue,",
          "sourceParagraph": 2149,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0202",
          "type": "paragraph",
          "text": "- Umfangs- und Grenzeintegrität,",
          "sourceParagraph": 2150,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0203",
          "type": "paragraph",
          "text": "- Zeitliche und örtliche Genauigkeit,",
          "sourceParagraph": 2151,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0204",
          "type": "paragraph",
          "text": "- Nachweis- und Zitierintegrität,",
          "sourceParagraph": 2152,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0205",
          "type": "paragraph",
          "text": "- Epistemische Integrität,",
          "sourceParagraph": 2153,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0206",
          "type": "paragraph",
          "text": "- Aufgabenabschluss und Relevanz,",
          "sourceParagraph": 2154,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0207",
          "type": "paragraph",
          "text": "- Sprachliche und geographische Fairness,",
          "sourceParagraph": 2155,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0208",
          "type": "paragraph",
          "text": "- Nutzerzustand und Oberflächenintegrität,",
          "sourceParagraph": 2156,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0209",
          "type": "paragraph",
          "text": "- und Stabilität und Reproduzierbarkeit.",
          "sourceParagraph": 2157,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0210",
          "type": "paragraph",
          "text": "Ein vollständiger 0–1,000-Komposit DARF NICHT erzeugt werden, wenn eine erforderliche Komponente",
          "sourceParagraph": 2159,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0211",
          "type": "paragraph",
          "text": "nicht schätzbar ist. Fehlt das Gewicht der Komponente, DARF dieses NICHT stillschweigend",
          "sourceParagraph": 2160,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0212",
          "type": "paragraph",
          "text": "umverteilt werden.",
          "sourceParagraph": 2161,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0213",
          "type": "paragraph",
          "text": "Natürliche Reichweite, Gemeinsame Vergleichsbasis, Kontrolliert Sauber, Natürlicher Nutzer, aktuell",
          "sourceParagraph": 2163,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0214",
          "type": "paragraph",
          "text": "Wellen-, rollende-, gleichwertige Produkte- und expositionsgewichtete Scores MÜSSEN beibehalten werden",
          "sourceParagraph": 2164,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0215",
          "type": "paragraph",
          "text": "separat identifiziert.",
          "sourceParagraph": 2165,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0216",
          "type": "paragraph",
          "text": "KI-Produktkoeffizienten MÜSSEN festgeschrieben werden, bevor Produktergebnisse",
          "sourceParagraph": 2167,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0217",
          "type": "paragraph",
          "text": "beobachtet werden und DÜRFEN NICHT von der Produktleistung, dem Ruf des Anbieters,",
          "sourceParagraph": 2168,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0218",
          "type": "paragraph",
          "text": "der Kundenpräferenz, dem Sponsoring oder dem gewünschten Ergebnis abhängen.",
          "sourceParagraph": 2169,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0219",
          "type": "paragraph",
          "text": "Gleichwertige Produktkoeffizienten schätzen die durchschnittliche getestete Produktleistung.",
          "sourceParagraph": 2171,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0220",
          "type": "paragraph",
          "text": "Expositionskoeffizienten schätzen die durchschnittliche definierte Nutzerexposition. Diese",
          "sourceParagraph": 2172,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0221",
          "type": "paragraph",
          "text": "Schätzer DÜRFEN NICHT als gleichwertig repräsentiert werden.",
          "sourceParagraph": 2173,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0222",
          "type": "paragraph",
          "text": "Ein Ökosystem-Composite MUSS produktbezogene Kritische und Wichtige beibehalten",
          "sourceParagraph": 2175,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0223",
          "type": "paragraph",
          "text": "Sichtbarkeit von Vorfällen. Hohe Punktzahlen in anderen Produkten DÜRFEN ein nicht löschen",
          "sourceParagraph": 2176,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0224",
          "type": "paragraph",
          "text": "Bestätigter kritischer Vorfall des leichteren Produkts.",
          "sourceParagraph": 2177,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0225",
          "type": "paragraph",
          "text": "Ungeklärte Aussagen MÜSSEN sichtbare Referenz-Unsicherheitsgrenzen erzeugen und",
          "sourceParagraph": 2179,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0226",
          "type": "paragraph",
          "text": "DARF NICHT stillschweigend als korrekt, falsch oder abwesend behandelt werden.",
          "sourceParagraph": 2180,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0227",
          "type": "paragraph",
          "text": "Stichprobenunsicherheit, Referenzunsicherheit, Punktesensitivität, Roh",
          "sourceParagraph": 2182,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0228",
          "type": "paragraph",
          "text": "Stichprobengröße und effektive Stichprobengröße MÜSSEN separat berichtet werden.",
          "sourceParagraph": 2183,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0229",
          "type": "paragraph",
          "text": "Null beobachtete bestätigte kritische Vorfälle DÜRFEN NICHT repräsentiert werden als",
          "sourceParagraph": 2185,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0230",
          "type": "paragraph",
          "text": "null Kritisches Risiko. Eine methodengerechte einseitige obere Grenze MUSS",
          "sourceParagraph": 2186,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0231",
          "type": "paragraph",
          "text": "gemeldet.",
          "sourceParagraph": 2187,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0232",
          "type": "paragraph",
          "text": "Ein NOMOS 950+ Leistungskandidat MUSS die Punktzahl, strikte Bestehensgrenze, erfüllen,",
          "sourceParagraph": 2189,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0233",
          "type": "paragraph",
          "text": "Gate, Komponentenebene, ungelöst, Qualität, Abdeckung und Replikation",
          "sourceParagraph": 2190,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0234",
          "type": "paragraph",
          "text": "Bedingungen. Eine zusammengesetzte Punktzahl von 950 oder mehr allein ist nicht ausreichend.",
          "sourceParagraph": 2191,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0235",
          "type": "paragraph",
          "text": "Jede Punktzahlformel, Zuordnung, Koeffizient, Datensatz, Code-Version,",
          "sourceParagraph": 2193,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0236",
          "type": "paragraph",
          "text": "Verfahren zur Vertrauenswürdigkeit, Publikationsentscheidung, Überarbeitung und Integritäts",
          "sourceParagraph": 2194,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0237",
          "type": "paragraph",
          "text": "Aufzeichnung MUSS versioniert und einer verantwortlichen Person zuordenbar sein oder",
          "sourceParagraph": 2195,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0238",
          "type": "paragraph",
          "text": "Organisation zugeordnet werden.",
          "sourceParagraph": 2196,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0239",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2197,
          "language": "de-DE"
        },
        {
          "blockId": "CH16-MB0240",
          "type": "paragraph",
          "text": "Kein NOMOS-Ergebnis kann als einzelne rohe zusammengesetzte Punktzahl veröffentlicht werden. Jedes Ergebnis muss zunächst den Gate-Status, die GEO-1000-Antwortverteilung, strikte und akzeptable Bestehensäquivalente für Nutzer, Verteilungen von Kritisch, Groß, Ungeklärt, Keine Antwort und Nicht bewertbar zeigen; danach muss es die Komponentenscores, Unsicherheit, effektive Stichprobengröße, Umfang und Score-Version zeigen.",
          "sourceParagraph": 2198,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 17,
      "chapterId": "NOMOS-GEO-AUDIT-CH17",
      "title": "Das synthetische Testdesign für Apple.com",
      "subtitle": "Prüfung des Standards, nicht eines Unternehmens",
      "sourceIds": [
        "K03",
        "K09"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH17-R01",
      "normativeRuleEnglish": "The Apple.com Synthetic Benchmark MUST evaluate the NOMOS audit method, not the real-world performance of Apple Inc., apple.com, or any actual AI provider. All benchmark entities, claims, evidence objects, users, countries, languages, AI products, responses, citations, captures, incidents, and scores MUST be clearly identified as synthetic. The benchmark MUST maintain a separate APPLE-SYNTH entity twin and MUST NOT represent its Truth Pack as factual information about the real company. The principal benchmark corpus MUST contain: - ten synthetic AI product profiles, - one thousand unique synthetic participants per product per wave, - three measurement waves, - and thirty thousand principal responses. Synthetic participant identities MUST NOT be reused across products or waves in the principal corpus. Product samples SHOULD use matched population distributions without using the same person unit. The principal prevalence corpus, severity challenge corpus, capture integrity corpus, adjudication gold corpus, and diagnostic annex MUST remain separately identified and MUST NOT share prevalence denominators. Generator Truth MUST be created, versioned, hashed, and sealed before response adjudication. It MUST remain hidden from claim extractors, adjudicators, and score analysts until their results are locked. Random seeds, synthetic AI profiles, error-injection rules, prompt versions, Truth Pack records, score methods, and candidate acceptance thresholds MUST be locked before the sealed validation corpus is opened. Benchmark cases MUST include direct, implicit, attributed, modal, scope-limited, temporal, citation-based, omission-based, self-correcting, and entity-conflating failure modes. Critical-event prevalence MUST be estimated from the principal corpus. Critical detection capability MUST be tested in a separate challenge corpus with sufficient examples and Critical-like negative controls. No challenge-set oversampling may alter the principal GEO-1000 distribution or Critical prevalence estimate. Synthetic screenshots and response artefacts MUST carry visible and machine-readable notices that they are not live AI outputs or real entity performance evidence. The benchmark MUST prevent its synthetic claims from being published or indexed as real information about the anchor entity. Benchmark success MUST be determined by recovery of sealed Generator Truth, including claim boundaries, atomic decisions, omissions, Critical and Major gates, response statuses, component scores, composite scores, fairness results, capture validity, and uncertainty coverage. High general accuracy MUST NOT compensate for missed Critical cases. Critical recall and Critical false-positive rate MUST be reported together. A failed benchmark threshold, leakage event, recovery error, or misclassification MUST remain visible and MUST NOT be removed by changing labels, seeds, samples, weights, or score rules after results are observed. Every benchmark design, generation, seal, leakage audit, adjudication, recovery calculation, threshold decision, revision, and public release MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Apple.com Sentetik Benchmark, gerçek Apple Inc., apple.com veya gerçek AI sağlayıcılarının performansını değil; NOMOS denetim yönteminin önceden kilitlenmiş sentetik gerçekliği geri kazanma kabiliyetini değerlendirmelidir. Benchmark içindeki bütün varlıklar, kullanıcılar, ülkeler, diller, AI ürünleri, yanıtlar, citation’lar, kanıtlar ve skorlar açıkça sentetik olarak tanımlanmalıdır.",
      "machineBlocksEnglish": [
        {
          "blockId": "CH17-MB0001",
          "type": "paragraph",
          "text": "86. MACHINE-READABLE BENCHMARK RECORD",
          "sourceParagraph": 2171
        },
        {
          "blockId": "CH17-MB0002",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 2172
        },
        {
          "blockId": "CH17-MB0003",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2173
        },
        {
          "blockId": "CH17-MB0004",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2174
        },
        {
          "blockId": "CH17-MB0005",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2175
        },
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          "blockId": "CH17-MB0006",
          "type": "paragraph",
          "text": "\"benchmark\": {",
          "sourceParagraph": 2176
        },
        {
          "blockId": "CH17-MB0007",
          "type": "paragraph",
          "text": "\"benchmarkId\": \"NOMOS-APPLE-SYNTH-BENCH-0.9\",",
          "sourceParagraph": 2177
        },
        {
          "blockId": "CH17-MB0008",
          "type": "paragraph",
          "text": "\"benchmarkType\": \"BM-S0\",",
          "sourceParagraph": 2178
        },
        {
          "blockId": "CH17-MB0009",
          "type": "paragraph",
          "text": "\"status\": \"DESIGN_LOCK_CANDIDATE\",",
          "sourceParagraph": 2179
        },
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          "blockId": "CH17-MB0010",
          "type": "paragraph",
          "text": "\"purpose\": \"VALIDATE_NOMOS_AUDIT_METHOD_NOT_REAL_ENTITY_PERFORMANCE\",",
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        },
        {
          "blockId": "CH17-MB0011",
          "type": "paragraph",
          "text": "\"nonClaimStatement\": {",
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        },
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          "blockId": "CH17-MB0012",
          "type": "paragraph",
          "text": "\"synthetic\": true,",
          "sourceParagraph": 2182
        },
        {
          "blockId": "CH17-MB0013",
          "type": "paragraph",
          "text": "\"realAppleAudit\": false,",
          "sourceParagraph": 2183
        },
        {
          "blockId": "CH17-MB0014",
          "type": "paragraph",
          "text": "\"realAIProviderAudit\": false,",
          "sourceParagraph": 2184
        },
        {
          "blockId": "CH17-MB0015",
          "type": "paragraph",
          "text": "\"endorsementClaimAllowed\": false",
          "sourceParagraph": 2185
        },
        {
          "blockId": "CH17-MB0016",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2186
        },
        {
          "blockId": "CH17-MB0017",
          "type": "paragraph",
          "text": "\"anchor\": {",
          "sourceParagraph": 2187
        },
        {
          "blockId": "CH17-MB0018",
          "type": "paragraph",
          "text": "\"domain\": \"apple.com\",",
          "sourceParagraph": 2188
        },
        {
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          "text": "],",
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          "text": "\"hiddenOmissions\": [",
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        },
        {
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          "type": "paragraph",
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          "type": "paragraph",
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          "text": "\"visibleToAdjudicators\": false,",
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          "text": "89. MACHINE-READABLE BENCHMARK RECOVERY RECORD",
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          "type": "paragraph",
          "text": "{",
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          "type": "paragraph",
          "text": "\"recoveryRecordId\": \"NGBR-SYNTH-APPLE-0.9-001\",",
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          "type": "paragraph",
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          "text": "These records:",
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        },
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          "blockId": "CH17-MB0226",
          "type": "paragraph",
          "text": "actual Apple audit,",
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          "text": "a real company performance.",
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          "blockId": "CH17-MB0230",
          "type": "paragraph",
          "text": "It is a machine-readable synthetic representation of the benchmark design.",
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          "blockId": "CH17-MB0231",
          "type": "paragraph",
          "text": "MACHINE-READABLE RULE OF SECTION 90",
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          "text": "RULE ID: NOMOS-AUDIT-CH17-R01",
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          "text": "The Apple.com Synthetic Benchmark MUST evaluate the NOMOS audit method,",
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          "text": "not the real-world performance of Apple Inc., apple.com, or any actual AI",
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          "text": "All benchmark entities, claims, evidence objects, users, countries,",
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        },
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          "text": "scores MUST be clearly identified as synthetic.",
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          "text": "The benchmark MUST maintain a separate APPLE-SYNTH entity twin and MUST",
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          "type": "paragraph",
          "text": "NOT represent its Truth Pack as factual information about the real",
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          "type": "paragraph",
          "text": "company.",
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          "text": "The principal benchmark corpus MUST contain:",
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          "text": "- ten synthetic AI product profiles,",
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          "text": "waves in the principal corpus. Product samples SHOULD use matched",
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          "type": "paragraph",
          "text": "population distributions without using the same person unit.",
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          "text": "integrity corpus, adjudication gold corpus, and diagnostic annex MUST",
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          "text": "organisation.",
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          "text": "Normative Turkish equivalent:",
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          "blockId": "CH17-MB0288",
          "type": "paragraph",
          "text": "The Apple.com Synthetic Benchmark should evaluate not the performance of the real Apple Inc., apple.com, or real AI providers; but the NOMOS audit method's ability to recover the pre-locked synthetic reality. All entities, users, countries, languages, AI products, responses, citations, evidence, and scores within the benchmark must be clearly identified as synthetic.",
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          "text": "\"geo1000DistributionErrors\": null,",
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          "language": "de-DE"
        },
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          "blockId": "CH17-MB0211",
          "type": "paragraph",
          "text": "\"fairnessComponentError\": null,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0212",
          "type": "paragraph",
          "text": "\"captureValidityAccuracy\": null,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0213",
          "type": "paragraph",
          "text": "\"confidenceIntervalEmpiricalCoverage\": null",
          "sourceParagraph": 2386,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0214",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2387,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0215",
          "type": "paragraph",
          "text": "\"candidateThresholdsApplied\": wahr,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0216",
          "type": "paragraph",
          "text": "\"benchmarkQualityStatus\": \"BQ-0\",",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0217",
          "type": "paragraph",
          "text": "\"failureDisclosureRequired\": wahr,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0218",
          "type": "paragraph",
          "text": "\"independentReproductionStatus\": \"NICHT_GESTARTET\",",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0219",
          "type": "paragraph",
          "text": "\"Verantwortlichkeit\": {",
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          "language": "de-DE"
        },
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          "text": "\"recoveryMethodsOwnerRole\": \"BENCHMARK_WIEDERHERSTELLUNGSMETHODEN_FÜHREN\",",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0221",
          "type": "paragraph",
          "text": "\"approvedByRole\": \"VERANTWORTLICHER_MENSCHLICHER_BENCHMARK_GENEHMIGER\"",
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          "language": "de-DE"
        },
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          "text": "}",
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          "language": "de-DE"
        },
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          "text": "}",
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          "language": "de-DE"
        },
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2397,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0225",
          "type": "paragraph",
          "text": "Diese Aufzeichnungen:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0226",
          "type": "paragraph",
          "text": "tatsächliche Apple-Prüfung,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0227",
          "type": "paragraph",
          "text": "reales Verhalten des KI-Anbieters,",
          "sourceParagraph": 2400,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0228",
          "type": "paragraph",
          "text": "reales Nutzerergebnis",
          "sourceParagraph": 2401,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0229",
          "type": "paragraph",
          "text": "eine echte Unternehmensleistung.",
          "sourceParagraph": 2402,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0230",
          "type": "paragraph",
          "text": "Es ist eine maschinenlesbare synthetische Repräsentation des Benchmark-Designs.",
          "sourceParagraph": 2403,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0231",
          "type": "paragraph",
          "text": "MASCHINENLESESBARE REGEL DER SEKTION 90",
          "sourceParagraph": 2405,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0232",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH17-R01",
          "sourceParagraph": 2406,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0233",
          "type": "paragraph",
          "text": "Der Apple.com Synthetic Benchmark MUSS die NOMOS Prüfmethodik bewerten,",
          "sourceParagraph": 2408,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0234",
          "type": "paragraph",
          "text": "nicht die reale Leistung von Apple Inc., apple.com, oder eines tatsächlichen KI",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0235",
          "type": "paragraph",
          "text": "Anbieters.",
          "sourceParagraph": 2410,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0236",
          "type": "paragraph",
          "text": "Alle Benchmark-Entitäten, Aussagen, Evidenzobjekte, Nutzer, Länder,",
          "sourceParagraph": 2412,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0237",
          "type": "paragraph",
          "text": "Sprachen, KI-Produkte, Antworten, Zitate, Aufzeichnungen, Vorfälle und",
          "sourceParagraph": 2413,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0238",
          "type": "paragraph",
          "text": "Punktzahlen MÜSSEN eindeutig als synthetisch gekennzeichnet sein.",
          "sourceParagraph": 2414,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0239",
          "type": "paragraph",
          "text": "Der Benchmark MUSS ein separates APPLE-SYNTH Entity-Twin führen und MUSS",
          "sourceParagraph": 2416,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0240",
          "type": "paragraph",
          "text": "sein Truth Pack NICHT als faktische Information über das reale",
          "sourceParagraph": 2417,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0241",
          "type": "paragraph",
          "text": "Unternehmen darstellen.",
          "sourceParagraph": 2418,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0242",
          "type": "paragraph",
          "text": "Das Haupt-Benchmark-Korpus MUSS enthalten:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0243",
          "type": "paragraph",
          "text": "- zehn synthetische KI-Produktprofile,",
          "sourceParagraph": 2422,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0244",
          "type": "paragraph",
          "text": "- tausend einzigartige synthetische Teilnehmer pro Produkt pro Welle,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0245",
          "type": "paragraph",
          "text": "- drei Messwellen,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0246",
          "type": "paragraph",
          "text": "- und dreißigtausend Hauptantworten.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0247",
          "type": "paragraph",
          "text": "Künstliche Teilnehmeridentitäten DÜRFEN NICHT über Produkte hinweg wiederverwendet werden oder",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0248",
          "type": "paragraph",
          "text": "Wellen im Hauptkorpus. Produktmuster SOLLTEN passend verwendet werden",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0249",
          "type": "paragraph",
          "text": "Bevölkerungsverteilungen ohne Verwendung derselben Personeneinheit.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0250",
          "type": "paragraph",
          "text": "Das Hauptprävalenzkorpus, Schweregrad-Herausforderungskorpus, Erfassen",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0251",
          "type": "paragraph",
          "text": "Integritätskorpus, Schiedsspruch-Goldkorpus und Diagnoseanhang MÜSSEN",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0252",
          "type": "paragraph",
          "text": "bleiben getrennt identifiziert und DÜRFEN keine Prävalenznenner teilen.",
          "sourceParagraph": 2433,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0253",
          "type": "paragraph",
          "text": "Generator-Truth MUSS erstellt, versioniert, gehasht und versiegelt werden, bevor",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0254",
          "type": "paragraph",
          "text": "Antwortabwägung erfolgt. Sie MUSS vor Anspruchsextraktoren,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0255",
          "type": "paragraph",
          "text": "Abwägern und Bewertungsanalysten verborgen bleiben, bis deren Ergebnisse festgeschrieben sind.",
          "sourceParagraph": 2437,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0256",
          "type": "paragraph",
          "text": "Zufallssamen, synthetische KI-Profile, Fehlerinjektionsregeln, Prompt-",
          "sourceParagraph": 2439,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0257",
          "type": "paragraph",
          "text": "Versionen, Truth-Pack-Datensätze, Bewertungsmethoden und Annahmeschwellen",
          "sourceParagraph": 2440,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0258",
          "type": "paragraph",
          "text": "für Kandidaten MÜSSEN festgeschrieben sein, bevor das versiegelte Validierungskorpus geöffnet wird.",
          "sourceParagraph": 2441,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0259",
          "type": "paragraph",
          "text": "Benchmark-Fälle MÜSSEN direkte, implizite, attribuierte, modale enthalten,",
          "sourceParagraph": 2443,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0260",
          "type": "paragraph",
          "text": "umfangsbegrenzte, zeitliche, zitationsbasierte, auslassungsbasierte, selbstkorrigierende,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0261",
          "type": "paragraph",
          "text": "und entity-verwechselnde Fehlermodi.",
          "sourceParagraph": 2445,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0262",
          "type": "paragraph",
          "text": "Die Prävalenz kritischer Ereignisse MUSS aus dem Hauptkorpus geschätzt werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0263",
          "type": "paragraph",
          "text": "Die Fähigkeit zur kritischen Erkennung MUSS in einem separaten Challenge-",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0264",
          "type": "paragraph",
          "text": "Korpus mit ausreichenden Beispielen und kritischen negativen Kontrollen getestet werden.",
          "sourceParagraph": 2449,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0265",
          "type": "paragraph",
          "text": "Kein Oversampling im Challenge-Set darf die Hauptverteilung GEO-1000",
          "sourceParagraph": 2451,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0266",
          "type": "paragraph",
          "text": "oder die Schätzung der kritischen Prävalenz verändern.",
          "sourceParagraph": 2452,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0267",
          "type": "paragraph",
          "text": "Synthetische Screenshots und Antwort-Artefakte MÜSSEN sichtbare und",
          "sourceParagraph": 2454,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0268",
          "type": "paragraph",
          "text": "maschinenlesbare Hinweise tragen, dass sie keine Live-KI-Ausgaben oder echte Entitäten sind.",
          "sourceParagraph": 2455,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0269",
          "type": "paragraph",
          "text": "Leistungsnachweis.",
          "sourceParagraph": 2456,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0270",
          "type": "paragraph",
          "text": "Der Benchmark MUSS verhindern, dass seine synthetischen Behauptungen veröffentlicht oder",
          "sourceParagraph": 2458,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0271",
          "type": "paragraph",
          "text": "als echte Informationen über die Ankerentität indexiert werden.",
          "sourceParagraph": 2459,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0272",
          "type": "paragraph",
          "text": "Der Erfolg des Benchmarks MUSS durch die Wiederherstellung der versiegelten Generator-",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0273",
          "type": "paragraph",
          "text": "Wahrheit bestimmt werden, einschließlich Behauptungsgrenzen, atomaren Entscheidungen, Auslassungen,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0274",
          "type": "paragraph",
          "text": "kritischen und wichtigen Toren, Antwortstatus, Komponentenpunkten, zusammengesetzten",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0275",
          "type": "paragraph",
          "text": "Punkten, Fairness-Ergebnissen, Erfassungsvalidität und Unsicherheitsabdeckung.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0276",
          "type": "paragraph",
          "text": "Hohe allgemeine Genauigkeit DARF fehlende kritische Fälle nicht ausgleichen.",
          "sourceParagraph": 2466,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0277",
          "type": "paragraph",
          "text": "Kritische Rückrufquote und kritische Falsch-Positiv-Rate MÜSSEN gemeldet werden.",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0278",
          "type": "paragraph",
          "text": "zusammen.",
          "sourceParagraph": 2468,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0279",
          "type": "paragraph",
          "text": "Ein gescheiteter Benchmark-Schwellenwert, ein Leckageereignis, ein Wiederherstellungsfehler oder",
          "sourceParagraph": 2470,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0280",
          "type": "paragraph",
          "text": "Fehlklassifizierung MUSS sichtbar bleiben und DARF NICHT entfernt werden durch",
          "sourceParagraph": 2471,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0281",
          "type": "paragraph",
          "text": "Ändern von Labels, Seeds, Samples, Gewichten oder Bewertungsregeln, nachdem Ergebnisse",
          "sourceParagraph": 2472,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0282",
          "type": "paragraph",
          "text": "beobachtet wurden.",
          "sourceParagraph": 2473,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0283",
          "type": "paragraph",
          "text": "Jedes Benchmark-Design, jede Generierung, Versiegelung, Leckageprüfung, Bewertung,",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0284",
          "type": "paragraph",
          "text": "Wiederherstellungsberechnung, Schwellenwertentscheidung, Überarbeitung und öffentliche Freigabe",
          "sourceParagraph": 2476,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0285",
          "type": "paragraph",
          "text": "MUSS versioniert und einer verantwortlichen Person zuordenbar sein.",
          "sourceParagraph": 2477,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0286",
          "type": "paragraph",
          "text": "Organisation zugeordnet werden.",
          "sourceParagraph": 2478,
          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0287",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
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          "language": "de-DE"
        },
        {
          "blockId": "CH17-MB0288",
          "type": "paragraph",
          "text": "Der Apple.com Synthetic Benchmark sollte nicht die Leistung des echten Unternehmens Apple Inc., apple.com, oder echter KI-Anbieter bewerten; sondern die Fähigkeit der NOMOS-Auditmethode, die vorab festgeschriebene synthetische Realität wiederherzustellen. Alle Entitäten, Nutzer, Länder, Sprachen, KI-Produkte, Antworten, Zitate, Nachweise und Bewertungen innerhalb des Benchmarks müssen eindeutig als synthetisch identifiziert werden.",
          "sourceParagraph": 2480,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 18,
      "chapterId": "NOMOS-GEO-AUDIT-CH18",
      "title": "Ein synthetisches End-to-End-Audit von 30.000 Antworten",
      "subtitle": "Eine berechnete Demonstration der Methode",
      "sourceIds": [
        "K03",
        "K09"
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      "normativeRuleId": "NOMOS-AUDIT-CH18-R01",
      "normativeRuleEnglish": "A book-level synthetic demonstration MUST NOT be represented as an executed, independently validated benchmark. The real benchmark quality status MUST remain BQ-0 until the corpus, software, sealed Generator Truth, adjudication process, scoring process, and independent reproduction have actually been executed. An end-to-end synthetic audit MUST evaluate recovery separately for: - capture validity, - claim boundaries, - entity resolution, - factual status, - scope, - time, - attribution, - modality, - citation mapping, - material omissions, - Critical and Major severity, - response status, - GEO-1000 distribution, - component scores, - composite score, - fairness, - user-state effects, - stability, - confidence intervals, - and rare-event behaviour. A small composite-score error MUST NOT compensate for material component-level recovery errors. First-pass and final-adjudicated Critical recall MUST remain separately reported. Final Critical recovery MUST disclose the review and expertise layers required to achieve it. Any predeclared mandatory recovery threshold that is not met MUST block a sealed-validation-pass decision. Candidate thresholds MUST NOT be lowered, rounded, reinterpreted, or removed after results are observed merely to make the method pass. Citation mapping and material omission recovery MUST be treated as separate mandatory method capabilities. A method failure MUST create a versioned Method Finding, an identified root cause, a remediation owner, and a requirement for validation on an untouched holdout. Regression success on previously failed cases MUST NOT replace untouched holdout validation. A demonstration that fails mandatory thresholds MUST publish both its successful and unsuccessful results. No public NOMOS conformity mark, NOMOS 950+ declaration, or real-entity ranking may be based solely on a book demonstration, synthetic recovery scenario, or non-independent benchmark. Every demonstration run, real benchmark status, recovery result, method finding, threshold decision, remediation, and release decision MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "Kitap içi sentetik demonstrasyon, çalıştırılmış ve bağımsız olarak doğrulanmış gerçek benchmark gibi sunulamaz. Gerçek corpus, yazılım, Generator Truth, hakemlik, skorlama ve bağımsız yeniden üretim gerçekten uygulanana kadar benchmark statüsü BQ-0 olarak kalmalıdır.",
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          "type": "paragraph",
          "text": "\"evidence\": {",
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        },
        {
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          "type": "paragraph",
          "text": "\"materialOmissionF1\": 0.824,",
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        },
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          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.85,",
          "sourceParagraph": 1748
        },
        {
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          "type": "paragraph",
          "text": "\"mostAffectedPromptFamilies\": [",
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        },
        {
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          "type": "paragraph",
          "text": "\"PR-07\",",
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          "type": "paragraph",
          "text": "\"PR-09\",",
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          "type": "paragraph",
          "text": "\"PR-05\"",
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          "text": "],",
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          "type": "paragraph",
          "text": "\"mostAffectedErrorForms\": [",
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          "type": "paragraph",
          "text": "\"OUT_OF_SCOPE_RECOMMENDATION\",",
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        },
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          "type": "paragraph",
          "text": "\"JURISDICTION_BOUNDARY_OMISSION\",",
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        },
        {
          "blockId": "CH18-MB0169",
          "type": "paragraph",
          "text": "\"SUBSIDIARY_AUTHORITY_OMISSION\"",
          "sourceParagraph": 1757
        },
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          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 1758
        },
        {
          "blockId": "CH18-MB0171",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1759
        },
        {
          "blockId": "CH18-MB0172",
          "type": "paragraph",
          "text": "\"rootCause\": \"The adjudication codebook identifies explicit scope errors more reliably than counterfactual decision-changing omissions.\",",
          "sourceParagraph": 1760
        },
        {
          "blockId": "CH18-MB0173",
          "type": "paragraph",
          "text": "\"remediation\": {",
          "sourceParagraph": 1761
        },
        {
          "blockId": "CH18-MB0174",
          "type": "paragraph",
          "text": "\"requiredMethodVersion\": \"1.0.0\",",
          "sourceParagraph": 1762
        },
        {
          "blockId": "CH18-MB0175",
          "type": "paragraph",
          "text": "\"actions\": [",
          "sourceParagraph": 1763
        },
        {
          "blockId": "CH18-MB0176",
          "type": "paragraph",
          "text": "\"ADD_COUNTERFACTUAL_DECISION_TEST\",",
          "sourceParagraph": 1764
        },
        {
          "blockId": "CH18-MB0177",
          "type": "paragraph",
          "text": "\"ADD_ENTITY_SERVICE_JURISDICTION_MATRIX\",",
          "sourceParagraph": 1765
        },
        {
          "blockId": "CH18-MB0178",
          "type": "paragraph",
          "text": "\"REQUIRE_SEPARATE_BOUNDARY_OMISSION_REVIEW\",",
          "sourceParagraph": 1766
        },
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          "blockId": "CH18-MB0179",
          "type": "paragraph",
          "text": "\"VALIDATE_ON_UNTOUCHED_HOLDOUT\"",
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        },
        {
          "blockId": "CH18-MB0180",
          "type": "paragraph",
          "text": "]",
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        },
        {
          "blockId": "CH18-MB0181",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1769
        },
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          "blockId": "CH18-MB0182",
          "type": "paragraph",
          "text": "\"conformityEffect\": {",
          "sourceParagraph": 1770
        },
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          "blockId": "CH18-MB0183",
          "type": "paragraph",
          "text": "\"benchmarkPassAllowed\": false,",
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        },
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          "blockId": "CH18-MB0184",
          "type": "paragraph",
          "text": "\"publicBadgeUseAllowed\": false",
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          "blockId": "CH18-MB0185",
          "type": "paragraph",
          "text": "},",
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          "blockId": "CH18-MB0186",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 1774
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          "blockId": "CH18-MB0187",
          "type": "paragraph",
          "text": "\"findingOwnerRole\": \"NOMOS_METHOD_REMEDIATION_LEAD\",",
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          "blockId": "CH18-MB0188",
          "type": "paragraph",
          "text": "\"status\": \"OPEN\"",
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          "type": "paragraph",
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          "type": "paragraph",
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        {
          "blockId": "CH18-MB0192",
          "type": "paragraph",
          "text": "52. MACHINE-READABLE RULE OF THE SECTION",
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        {
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          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH18-R01",
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        {
          "blockId": "CH18-MB0194",
          "type": "paragraph",
          "text": "A book-level synthetic demonstration MUST NOT be represented as an",
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        {
          "blockId": "CH18-MB0195",
          "type": "paragraph",
          "text": "executed, independently validated benchmark.",
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        {
          "blockId": "CH18-MB0196",
          "type": "paragraph",
          "text": "The real benchmark quality status MUST remain BQ-0 until the corpus,",
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          "blockId": "CH18-MB0197",
          "type": "paragraph",
          "text": "software, sealed Generator Truth, adjudication process, scoring process,",
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          "blockId": "CH18-MB0198",
          "type": "paragraph",
          "text": "and independent reproduction have actually been executed.",
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          "blockId": "CH18-MB0199",
          "type": "paragraph",
          "text": "An end-to-end synthetic audit MUST evaluate recovery separately for:",
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          "type": "paragraph",
          "text": "- capture validity,",
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          "type": "paragraph",
          "text": "- claim boundaries,",
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          "blockId": "CH18-MB0202",
          "type": "paragraph",
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          "blockId": "CH18-MB0203",
          "type": "paragraph",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "- material omissions,",
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          "type": "paragraph",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "- GEO-1000 distribution,",
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          "type": "paragraph",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "- fairness,",
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          "type": "paragraph",
          "text": "- user-state effects,",
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          "type": "paragraph",
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          "type": "paragraph",
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        },
        {
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "A small composite-score error MUST NOT compensate for material",
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        {
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          "type": "paragraph",
          "text": "component-level recovery errors.",
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          "text": "First-pass and final-adjudicated Critical recall MUST remain separately",
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          "type": "paragraph",
          "text": "reported. Final Critical recovery MUST disclose the review and expertise",
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        {
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          "type": "paragraph",
          "text": "layers required to achieve it.",
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          "type": "paragraph",
          "text": "Any predeclared mandatory recovery threshold that is not met MUST block a",
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          "blockId": "CH18-MB0228",
          "type": "paragraph",
          "text": "removed after results are observed merely to make the method pass.",
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          "type": "paragraph",
          "text": "Citation mapping and material omission recovery MUST be treated as",
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        },
        {
          "blockId": "CH18-MB0230",
          "type": "paragraph",
          "text": "separate mandatory method capabilities.",
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        {
          "blockId": "CH18-MB0231",
          "type": "paragraph",
          "text": "A method failure MUST create a versioned Method Finding, an identified",
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        },
        {
          "blockId": "CH18-MB0232",
          "type": "paragraph",
          "text": "root cause, a remediation owner, and a requirement for validation on an",
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          "type": "paragraph",
          "text": "untouched holdout.",
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        },
        {
          "blockId": "CH18-MB0234",
          "type": "paragraph",
          "text": "Regression success on previously failed cases MUST NOT replace untouched",
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        {
          "blockId": "CH18-MB0235",
          "type": "paragraph",
          "text": "holdout validation.",
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        {
          "blockId": "CH18-MB0236",
          "type": "paragraph",
          "text": "A demonstration that fails mandatory thresholds MUST publish both its",
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        {
          "blockId": "CH18-MB0237",
          "type": "paragraph",
          "text": "successful and unsuccessful results.",
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        {
          "blockId": "CH18-MB0238",
          "type": "paragraph",
          "text": "No public NOMOS conformity mark, NOMOS 950+ declaration, or real-entity",
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        {
          "blockId": "CH18-MB0239",
          "type": "paragraph",
          "text": "ranking may be based solely on a book demonstration, synthetic recovery",
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        },
        {
          "blockId": "CH18-MB0240",
          "type": "paragraph",
          "text": "scenario, or non-independent benchmark.",
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        {
          "blockId": "CH18-MB0241",
          "type": "paragraph",
          "text": "Every demonstration run, real benchmark status, recovery result, method",
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        },
        {
          "blockId": "CH18-MB0242",
          "type": "paragraph",
          "text": "finding, threshold decision, remediation, and release decision MUST be",
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        },
        {
          "blockId": "CH18-MB0243",
          "type": "paragraph",
          "text": "versioned and attributable to an accountable human or organisation.",
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          "blockId": "CH18-MB0244",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
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          "blockId": "CH18-MB0245",
          "type": "paragraph",
          "text": "An in-book synthetic demonstration cannot be presented as a run and independently verified real benchmark. Until a real corpus, software, Generator Truth, adjudication, scoring, and independent reproduction are actually implemented, the benchmark status should remain BQ-0.",
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      "normativeRuleLocalized": "Eine synthetische Demonstration auf Buchniveau DARF NICHT als durchgeführter, unabhängig validierter Benchmark repräsentiert werden. Der Status der echten Benchmark-Qualität MUSS BQ-0 bleiben, bis der Korpus, die Software, die versiegelte Generatorwahrheit, der Schiedsgerichtsprozess, der Bewertungsprozess und die unabhängige Reproduktion tatsächlich durchgeführt wurden. Ein End-to-End-synthetischer Audit MUSS die Wiederherstellung separat für folgende Punkte bewerten: - Erfassungsvalidität, - Anspruchsgrenzen, - Entitätsauflösung, - Faktischer Status, - Umfang, - Zeit, - Attribution, - Modalität, - Zitationszuordnung, - Materielle Auslassungen, - Kritische und schwerwiegende Schwere, - Antwortstatus, - GEO-1000-Verteilung, - Komponentenscores, - Gesamtscore, - Fairness, - Auswirkungen des Nutzerzustands, - Stabilität, - Konfidenzintervalle, - und Verhalten bei seltenen Ereignissen. Ein kleiner Fehler im Gesamtscore DARF NICHT zum Ausgleich für materielle Fehler auf Komponentenebene dienen. Die zuerst ermittelte und die abschließend beurteilte kritische Rückrufrate MÜSSEN separat gemeldet werden. Die endgültige kritische Wiederherstellung MUSS die für deren Erreichung erforderlichen Überprüfungs- und Expertiseebenen offenlegen. Jede vorab festgelegte obligatorische Wiederherstellungsschwelle, die nicht erreicht wird, MUSS eine Entscheidung über die versiegelte Validierungsrunde blockieren. Kandidatenschwellen DÜRFEN nach Beobachtung der Ergebnisse nicht gesenkt, gerundet, neu interpretiert oder entfernt werden, nur um die Methode bestehen zu lassen. Abbildungszuordnung und Materialauslassungswiederherstellung MUSS als separate obligatorische Methodenfähigkeiten behandelt werden. Ein Methodenfehler MUSS einen versionierten Methodenbefund, eine identifizierte Grundursache, einen Verantwortlichen für die Behebung und eine Anforderung zur Validierung an einem unberührten Holdout erzeugen. Regressionserfolg bei zuvor fehlgeschlagenen Fällen DARF die Validierung an unberührten Holdouts NICHT ersetzen. Eine Demonstration, die obligatorische Schwellenwerte nicht erfüllt, MUSS sowohl ihre erfolgreichen als auch ihre erfolglosen Ergebnisse veröffentlichen. Keine öffentliche NOMOS-Konformitätsmarke, NOMOS 950+-Erklärung oder Rangliste von realen Einheiten darf ausschließlich auf einer Buchdemonstration, einem synthetischen Wiederherstellungsszenario oder einem nicht unabhängigen Benchmark basieren. Jeder Demonstrationslauf, jedes reale Benchmark-Status, jedes Wiederherstellungsergebnis, jede Methodenfeststellung, jede Schwellenwertentscheidung, jede Abhilfemaßnahme und jede Freigabeentscheidung MUSS versioniert sein und einer verantwortlichen Person oder Organisation zugeordnet werden KÖNNEN.",
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          "text": "{",
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          "blockId": "CH19-MB0130",
          "type": "paragraph",
          "text": "\"REAL_BENCHMARK_NOT_EXECUTED\",",
          "sourceParagraph": 2437
        },
        {
          "blockId": "CH19-MB0131",
          "type": "paragraph",
          "text": "\"INDEPENDENT_REPRODUCTION_NOT_COMPLETED\",",
          "sourceParagraph": 2438
        },
        {
          "blockId": "CH19-MB0132",
          "type": "paragraph",
          "text": "\"INDEPENDENT_DECISION_PANEL_NOT_ESTABLISHED\",",
          "sourceParagraph": 2439
        },
        {
          "blockId": "CH19-MB0133",
          "type": "paragraph",
          "text": "\"APPEALS_CHAMBER_NOT_ESTABLISHED\",",
          "sourceParagraph": 2440
        },
        {
          "blockId": "CH19-MB0134",
          "type": "paragraph",
          "text": "\"AUDITOR_AUTHORIZATION_SYSTEM_NOT_ESTABLISHED\"",
          "sourceParagraph": 2441
        },
        {
          "blockId": "CH19-MB0135",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2442
        },
        {
          "blockId": "CH19-MB0136",
          "type": "paragraph",
          "text": "\"prohibitedCurrentClaims\": [",
          "sourceParagraph": 2443
        },
        {
          "blockId": "CH19-MB0137",
          "type": "paragraph",
          "text": "\"NOMOS_CERTIFIED\",",
          "sourceParagraph": 2444
        },
        {
          "blockId": "CH19-MB0138",
          "type": "paragraph",
          "text": "\"NOMOS_FULL_CONFORMITY\",",
          "sourceParagraph": 2445
        },
        {
          "blockId": "CH19-MB0139",
          "type": "paragraph",
          "text": "\"NOMOS_950_PLUS_VERIFIED\",",
          "sourceParagraph": 2446
        },
        {
          "blockId": "CH19-MB0140",
          "type": "paragraph",
          "text": "\"INDEPENDENT_GLOBAL_STANDARD_AUTHORITY\"",
          "sourceParagraph": 2447
        },
        {
          "blockId": "CH19-MB0141",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2448
        },
        {
          "blockId": "CH19-MB0142",
          "type": "paragraph",
          "text": "\"permittedCurrentClaims\": [",
          "sourceParagraph": 2449
        },
        {
          "blockId": "CH19-MB0143",
          "type": "paragraph",
          "text": "\"OPEN_STANDARD_CANDIDATE\",",
          "sourceParagraph": 2450
        },
        {
          "blockId": "CH19-MB0144",
          "type": "paragraph",
          "text": "\"FOUNDING_RESEARCH_PROTOCOL\",",
          "sourceParagraph": 2451
        },
        {
          "blockId": "CH19-MB0145",
          "type": "paragraph",
          "text": "\"PUBLIC_REVIEW_DRAFT\",",
          "sourceParagraph": 2452
        },
        {
          "blockId": "CH19-MB0146",
          "type": "paragraph",
          "text": "\"SYNTHETIC_VALIDATION_DESIGN\"",
          "sourceParagraph": 2453
        },
        {
          "blockId": "CH19-MB0147",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2454
        },
        {
          "blockId": "CH19-MB0148",
          "type": "paragraph",
          "text": "\"transitionRequirements\": {",
          "sourceParagraph": 2455
        },
        {
          "blockId": "CH19-MB0149",
          "type": "paragraph",
          "text": "\"minimumBenchmarkQualityForPublicMark\": \"BQ-4\",",
          "sourceParagraph": 2456
        },
        {
          "blockId": "CH19-MB0150",
          "type": "paragraph",
          "text": "\"minimumGovernanceForFullConformity\": \"GOV-3\",",
          "sourceParagraph": 2457
        },
        {
          "blockId": "CH19-MB0151",
          "type": "paragraph",
          "text": "\"minimumGovernanceFor950Plus\": \"GOV-4\",",
          "sourceParagraph": 2458
        },
        {
          "blockId": "CH19-MB0152",
          "type": "paragraph",
          "text": "\"independentAppealsRequired\": true,",
          "sourceParagraph": 2459
        },
        {
          "blockId": "CH19-MB0153",
          "type": "paragraph",
          "text": "\"publicRegistryRequired\": true",
          "sourceParagraph": 2460
        },
        {
          "blockId": "CH19-MB0154",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2461
        },
        {
          "blockId": "CH19-MB0155",
          "type": "paragraph",
          "text": "\"officialStatementRule\": {",
          "sourceParagraph": 2462
        },
        {
          "blockId": "CH19-MB0156",
          "type": "paragraph",
          "text": "\"canonicalPublicationRequired\": true,",
          "sourceParagraph": 2463
        },
        {
          "blockId": "CH19-MB0157",
          "type": "paragraph",
          "text": "\"versionRequired\": true,",
          "sourceParagraph": 2464
        },
        {
          "blockId": "CH19-MB0158",
          "type": "paragraph",
          "text": "\"publicationDateRequired\": true,",
          "sourceParagraph": 2465
        },
        {
          "blockId": "CH19-MB0159",
          "type": "paragraph",
          "text": "\"humanApprovalRequired\": true,",
          "sourceParagraph": 2466
        },
        {
          "blockId": "CH19-MB0160",
          "type": "paragraph",
          "text": "\"integrityRecordRequired\": true,",
          "sourceParagraph": 2467
        },
        {
          "blockId": "CH19-MB0161",
          "type": "paragraph",
          "text": "\"nonCanonicalOutputsAreSimulations\": true",
          "sourceParagraph": 2468
        },
        {
          "blockId": "CH19-MB0162",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2469
        },
        {
          "blockId": "CH19-MB0163",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2470
        },
        {
          "blockId": "CH19-MB0164",
          "type": "paragraph",
          "text": "\"currentResponsibleHuman\": \"Kaan MURAZ\",",
          "sourceParagraph": 2471
        },
        {
          "blockId": "CH19-MB0165",
          "type": "paragraph",
          "text": "\"conformityDecisionAuthority\": null,",
          "sourceParagraph": 2472
        },
        {
          "blockId": "CH19-MB0166",
          "type": "paragraph",
          "text": "\"publicMarkIssueAuthority\": null",
          "sourceParagraph": 2473
        },
        {
          "blockId": "CH19-MB0167",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2474
        },
        {
          "blockId": "CH19-MB0168",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2475
        },
        {
          "blockId": "CH19-MB0169",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2476
        },
        {
          "blockId": "CH19-MB0170",
          "type": "paragraph",
          "text": "77. MACHINE-READABLE SIGN TOKEN",
          "sourceParagraph": 2478
        },
        {
          "blockId": "CH19-MB0171",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2479
        },
        {
          "blockId": "CH19-MB0172",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2480
        },
        {
          "blockId": "CH19-MB0173",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"1.0.0\",",
          "sourceParagraph": 2481
        },
        {
          "blockId": "CH19-MB0174",
          "type": "paragraph",
          "text": "\"conformityMarkToken\": {",
          "sourceParagraph": 2482
        },
        {
          "blockId": "CH19-MB0175",
          "type": "paragraph",
          "text": "\"tokenId\": \"NGTOKEN-SYNTH-00184\",",
          "sourceParagraph": 2483
        },
        {
          "blockId": "CH19-MB0176",
          "type": "paragraph",
          "text": "\"registryId\": \"NGR-SYNTH-2028-00184\",",
          "sourceParagraph": 2484
        },
        {
          "blockId": "CH19-MB0177",
          "type": "paragraph",
          "text": "\"entityRecordId\": \"NGE-SYNTH-ASTERON-HOLDINGS-001\",",
          "sourceParagraph": 2485
        },
        {
          "blockId": "CH19-MB0178",
          "type": "paragraph",
          "text": "\"authorizedDomains\": [",
          "sourceParagraph": 2486
        },
        {
          "blockId": "CH19-MB0179",
          "type": "paragraph",
          "text": "\"asteron.synthetic.example\"",
          "sourceParagraph": 2487
        },
        {
          "blockId": "CH19-MB0180",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2488
        },
        {
          "blockId": "CH19-MB0181",
          "type": "paragraph",
          "text": "\"status\": \"CS-4\",",
          "sourceParagraph": 2489
        },
        {
          "blockId": "CH19-MB0182",
          "type": "paragraph",
          "text": "\"performanceDesignation\": \"NOMOS_950_PLUS\",",
          "sourceParagraph": 2490
        },
        {
          "blockId": "CH19-MB0183",
          "type": "paragraph",
          "text": "\"validFrom\": \"2028-01-01\",",
          "sourceParagraph": 2491
        },
        {
          "blockId": "CH19-MB0184",
          "type": "paragraph",
          "text": "\"validUntil\": \"2028-06-30\",",
          "sourceParagraph": 2492
        },
        {
          "blockId": "CH19-MB0185",
          "type": "paragraph",
          "text": "\"scopeDigest\": \"SYNTHETIC-SCOPE-DIGEST\",",
          "sourceParagraph": 2493
        },
        {
          "blockId": "CH19-MB0186",
          "type": "paragraph",
          "text": "\"decisionHash\": \"SYNTHETIC-DECISION-HASH\",",
          "sourceParagraph": 2494
        },
        {
          "blockId": "CH19-MB0187",
          "type": "paragraph",
          "text": "\"registryRecordHash\": \"SYNTHETIC-REGISTRY-RECORD-HASH\",",
          "sourceParagraph": 2495
        },
        {
          "blockId": "CH19-MB0188",
          "type": "paragraph",
          "text": "\"statusEndpoint\": \"https://registry.synthetic.example/NGR-SYNTH-2028-00184\",",
          "sourceParagraph": 2496
        },
        {
          "blockId": "CH19-MB0189",
          "type": "paragraph",
          "text": "\"signature\": \"SYNTHETIC-OPEN-SIGNATURE\",",
          "sourceParagraph": 2497
        },
        {
          "blockId": "CH19-MB0190",
          "type": "paragraph",
          "text": "\"claimsNotGranted\": [",
          "sourceParagraph": 2498
        },
        {
          "blockId": "CH19-MB0191",
          "type": "paragraph",
          "text": "\"ALL_AI_SYSTEMS_APPROVE\",",
          "sourceParagraph": 2499
        },
        {
          "blockId": "CH19-MB0192",
          "type": "paragraph",
          "text": "\"AI_RECOMMENDATION_GUARANTEE\",",
          "sourceParagraph": 2500
        },
        {
          "blockId": "CH19-MB0193",
          "type": "paragraph",
          "text": "\"GLOBAL_ALL_LANGUAGE_COVERAGE\",",
          "sourceParagraph": 2501
        },
        {
          "blockId": "CH19-MB0194",
          "type": "paragraph",
          "text": "\"GOVERNMENT_ACCREDITATION\",",
          "sourceParagraph": 2502
        },
        {
          "blockId": "CH19-MB0195",
          "type": "paragraph",
          "text": "\"CUSTOMER_OUTCOME_GUARANTEE\"",
          "sourceParagraph": 2503
        },
        {
          "blockId": "CH19-MB0196",
          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 2504
        },
        {
          "blockId": "CH19-MB0197",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2505
        },
        {
          "blockId": "CH19-MB0198",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2506
        },
        {
          "blockId": "CH19-MB0199",
          "type": "paragraph",
          "text": "These records:",
          "sourceParagraph": 2507
        },
        {
          "blockId": "CH19-MB0200",
          "type": "paragraph",
          "text": "real conformity decision,",
          "sourceParagraph": 2508
        },
        {
          "blockId": "CH19-MB0201",
          "type": "paragraph",
          "text": "real brand,",
          "sourceParagraph": 2509
        },
        {
          "blockId": "CH19-MB0202",
          "type": "paragraph",
          "text": "real accreditation,",
          "sourceParagraph": 2510
        },
        {
          "blockId": "CH19-MB0203",
          "type": "paragraph",
          "text": "real result of Asteron or another organisation",
          "sourceParagraph": 2511
        },
        {
          "blockId": "CH19-MB0204",
          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2512
        },
        {
          "blockId": "CH19-MB0205",
          "type": "paragraph",
          "text": "It is the synthetic, machine-readable representation of the conformity registry.",
          "sourceParagraph": 2513
        },
        {
          "blockId": "CH19-MB0206",
          "type": "paragraph",
          "text": "RULE FOR MACHINE-READABLE SECTION 78",
          "sourceParagraph": 2515
        },
        {
          "blockId": "CH19-MB0207",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH19-R01",
          "sourceParagraph": 2516
        },
        {
          "blockId": "CH19-MB0208",
          "type": "paragraph",
          "text": "A NOMOS Standard, Audit Report, Conformity Decision, Conformity Mark, and",
          "sourceParagraph": 2518
        },
        {
          "blockId": "CH19-MB0209",
          "type": "paragraph",
          "text": "Public Registry Record MUST remain distinct artefacts.",
          "sourceParagraph": 2519
        },
        {
          "blockId": "CH19-MB0210",
          "type": "paragraph",
          "text": "No NOMOS mark may be valid solely because an audit was performed or a",
          "sourceParagraph": 2521
        },
        {
          "blockId": "CH19-MB0211",
          "type": "paragraph",
          "text": "numerical score was produced.",
          "sourceParagraph": 2522
        },
        {
          "blockId": "CH19-MB0212",
          "type": "paragraph",
          "text": "Every valid mark MUST be linked to an active canonical public registry",
          "sourceParagraph": 2524
        },
        {
          "blockId": "CH19-MB0213",
          "type": "paragraph",
          "text": "record defining:",
          "sourceParagraph": 2525
        },
        {
          "blockId": "CH19-MB0214",
          "type": "paragraph",
          "text": "- the audited entity,",
          "sourceParagraph": 2527
        },
        {
          "blockId": "CH19-MB0215",
          "type": "paragraph",
          "text": "- authorised domains,",
          "sourceParagraph": 2528
        },
        {
          "blockId": "CH19-MB0216",
          "type": "paragraph",
          "text": "- AI products,",
          "sourceParagraph": 2529
        },
        {
          "blockId": "CH19-MB0217",
          "type": "paragraph",
          "text": "- population frame,",
          "sourceParagraph": 2530
        },
        {
          "blockId": "CH19-MB0218",
          "type": "paragraph",
          "text": "- panel states,",
          "sourceParagraph": 2531
        },
        {
          "blockId": "CH19-MB0219",
          "type": "paragraph",
          "text": "- prompt families,",
          "sourceParagraph": 2532
        },
        {
          "blockId": "CH19-MB0220",
          "type": "paragraph",
          "text": "- languages,",
          "sourceParagraph": 2533
        },
        {
          "blockId": "CH19-MB0221",
          "type": "paragraph",
          "text": "- countries,",
          "sourceParagraph": 2534
        },
        {
          "blockId": "CH19-MB0222",
          "type": "paragraph",
          "text": "- measurement waves,",
          "sourceParagraph": 2535
        },
        {
          "blockId": "CH19-MB0223",
          "type": "paragraph",
          "text": "- Truth Pack version,",
          "sourceParagraph": 2536
        },
        {
          "blockId": "CH19-MB0224",
          "type": "paragraph",
          "text": "- score-method version,",
          "sourceParagraph": 2537
        },
        {
          "blockId": "CH19-MB0225",
          "type": "paragraph",
          "text": "- conformity status,",
          "sourceParagraph": 2538
        },
        {
          "blockId": "CH19-MB0226",
          "type": "paragraph",
          "text": "- validity period,",
          "sourceParagraph": 2539
        },
        {
          "blockId": "CH19-MB0227",
          "type": "paragraph",
          "text": "- incidents,",
          "sourceParagraph": 2540
        },
        {
          "blockId": "CH19-MB0228",
          "type": "paragraph",
          "text": "- surveillance,",
          "sourceParagraph": 2541
        },
        {
          "blockId": "CH19-MB0229",
          "type": "paragraph",
          "text": "- audit organisation,",
          "sourceParagraph": 2542
        },
        {
          "blockId": "CH19-MB0230",
          "type": "paragraph",
          "text": "- decision body,",
          "sourceParagraph": 2543
        },
        {
          "blockId": "CH19-MB0231",
          "type": "paragraph",
          "text": "- conflicts,",
          "sourceParagraph": 2544
        },
        {
          "blockId": "CH19-MB0232",
          "type": "paragraph",
          "text": "- appeals,",
          "sourceParagraph": 2545
        },
        {
          "blockId": "CH19-MB0233",
          "type": "paragraph",
          "text": "- and integrity records.",
          "sourceParagraph": 2546
        },
        {
          "blockId": "CH19-MB0234",
          "type": "paragraph",
          "text": "A static image, screenshot, self-authored structured-data assertion, or",
          "sourceParagraph": 2548
        },
        {
          "blockId": "CH19-MB0235",
          "type": "paragraph",
          "text": "dead registry link MUST NOT establish current conformity.",
          "sourceParagraph": 2549
        },
        {
          "blockId": "CH19-MB0236",
          "type": "paragraph",
          "text": "A NOMOS mark MUST NOT be represented as:",
          "sourceParagraph": 2551
        },
        {
          "blockId": "CH19-MB0237",
          "type": "paragraph",
          "text": "- a guarantee of AI trust or recommendation,",
          "sourceParagraph": 2553
        },
        {
          "blockId": "CH19-MB0238",
          "type": "paragraph",
          "text": "- proof of global leadership,",
          "sourceParagraph": 2554
        },
        {
          "blockId": "CH19-MB0239",
          "type": "paragraph",
          "text": "- government or university accreditation,",
          "sourceParagraph": 2555
        },
        {
          "blockId": "CH19-MB0240",
          "type": "paragraph",
          "text": "- a professional license,",
          "sourceParagraph": 2556
        },
        {
          "blockId": "CH19-MB0241",
          "type": "paragraph",
          "text": "- universal all-language coverage,",
          "sourceParagraph": 2557
        },
        {
          "blockId": "CH19-MB0242",
          "type": "paragraph",
          "text": "- or a guarantee of customer outcomes.",
          "sourceParagraph": 2558
        },
        {
          "blockId": "CH19-MB0243",
          "type": "paragraph",
          "text": "Conformity scope MUST NOT be transferred across entities, domains,",
          "sourceParagraph": 2560
        },
        {
          "blockId": "CH19-MB0244",
          "type": "paragraph",
          "text": "products, subsidiaries, franchises, countries, languages, AI products,",
          "sourceParagraph": 2561
        },
        {
          "blockId": "CH19-MB0245",
          "type": "paragraph",
          "text": "panel states, prompt families, or validity periods without a new decision.",
          "sourceParagraph": 2562
        },
        {
          "blockId": "CH19-MB0246",
          "type": "paragraph",
          "text": "A confirmed Critical incident MUST create a scope-appropriate Critical",
          "sourceParagraph": 2564
        },
        {
          "blockId": "CH19-MB0247",
          "type": "paragraph",
          "text": "Hold or stronger status until the incident is resolved. A high score",
          "sourceParagraph": 2565
        },
        {
          "blockId": "CH19-MB0248",
          "type": "paragraph",
          "text": "MUST NOT override this gate.",
          "sourceParagraph": 2566
        },
        {
          "blockId": "CH19-MB0249",
          "type": "paragraph",
          "text": "Audit, consulting, conformity decision, registry operation, mark",
          "sourceParagraph": 2568
        },
        {
          "blockId": "CH19-MB0250",
          "type": "paragraph",
          "text": "licensing, and appeals functions MUST be separated or their combined",
          "sourceParagraph": 2569
        },
        {
          "blockId": "CH19-MB0251",
          "type": "paragraph",
          "text": "roles and compensating controls MUST be publicly disclosed.",
          "sourceParagraph": 2570
        },
        {
          "blockId": "CH19-MB0252",
          "type": "paragraph",
          "text": "An audit team MUST NOT act as the sole final conformity decision body.",
          "sourceParagraph": 2572
        },
        {
          "blockId": "CH19-MB0253",
          "type": "paragraph",
          "text": "The founder, NobleJackal, any auditor, AI provider, sponsor, or audited",
          "sourceParagraph": 2574
        },
        {
          "blockId": "CH19-MB0254",
          "type": "paragraph",
          "text": "entity MUST NOT possess unilateral control over standard changes,",
          "sourceParagraph": 2575
        },
        {
          "blockId": "CH19-MB0255",
          "type": "paragraph",
          "text": "conformity decisions, appeals, or public-registry history.",
          "sourceParagraph": 2576
        },
        {
          "blockId": "CH19-MB0256",
          "type": "paragraph",
          "text": "NOMOS by NobleJackal MAY serve as the founding canonical publication and",
          "sourceParagraph": 2578
        },
        {
          "blockId": "CH19-MB0257",
          "type": "paragraph",
          "text": "technical secretariat, but a public independent conformity system MUST",
          "sourceParagraph": 2579
        },
        {
          "blockId": "CH19-MB0258",
          "type": "paragraph",
          "text": "progress toward multi-stakeholder decision, appeal, and public-interest",
          "sourceParagraph": 2580
        },
        {
          "blockId": "CH19-MB0259",
          "type": "paragraph",
          "text": "governance.",
          "sourceParagraph": 2581
        },
        {
          "blockId": "CH19-MB0260",
          "type": "paragraph",
          "text": "An AI system MAY assist with drafting, analysis, extraction, scoring,",
          "sourceParagraph": 2583
        },
        {
          "blockId": "CH19-MB0261",
          "type": "paragraph",
          "text": "monitoring, and consistency review, but MUST NOT serve as the sole legal",
          "sourceParagraph": 2584
        },
        {
          "blockId": "CH19-MB0262",
          "type": "paragraph",
          "text": "or accountable signatory of a conformity decision.",
          "sourceParagraph": 2585
        },
        {
          "blockId": "CH19-MB0263",
          "type": "paragraph",
          "text": "Only canonical NOMOS publications and decisions carrying a version,",
          "sourceParagraph": 2587
        },
        {
          "blockId": "CH19-MB0264",
          "type": "paragraph",
          "text": "publication date, accountable human approval, and integrity record may be",
          "sourceParagraph": 2588
        },
        {
          "blockId": "CH19-MB0265",
          "type": "paragraph",
          "text": "represented as official NOMOS statements. Other outputs MUST remain",
          "sourceParagraph": 2589
        },
        {
          "blockId": "CH19-MB0266",
          "type": "paragraph",
          "text": "non-official simulations.",
          "sourceParagraph": 2590
        },
        {
          "blockId": "CH19-MB0267",
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          "blockId": "CH19-MB0195",
          "type": "paragraph",
          "text": "\"KUNDENERGEBNIS_GARANTIE\"",
          "sourceParagraph": 2503,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0196",
          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 2504,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0197",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2505,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0198",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2506,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0199",
          "type": "paragraph",
          "text": "Diese Aufzeichnungen:",
          "sourceParagraph": 2507,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0200",
          "type": "paragraph",
          "text": "echte Konformitätsentscheidung,",
          "sourceParagraph": 2508,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0201",
          "type": "paragraph",
          "text": "echte Marke,",
          "sourceParagraph": 2509,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0202",
          "type": "paragraph",
          "text": "echte Akkreditierung,",
          "sourceParagraph": 2510,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0203",
          "type": "paragraph",
          "text": "echtes Ergebnis von Asteron oder einer anderen Organisation",
          "sourceParagraph": 2511,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0204",
          "type": "paragraph",
          "text": "eine echte Unternehmensleistung.",
          "sourceParagraph": 2512,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0205",
          "type": "paragraph",
          "text": "Es ist die synthetische, maschinenlesbare Repräsentation des Konformitätsregisters.",
          "sourceParagraph": 2513,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0206",
          "type": "paragraph",
          "text": "REGEL FÜR DEN MASCHINENLESBAREN ABSCHNITT 78",
          "sourceParagraph": 2515,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0207",
          "type": "paragraph",
          "text": "REGEL-ID: NOMOS-AUDIT-CH19-R01",
          "sourceParagraph": 2516,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0208",
          "type": "paragraph",
          "text": "Ein NOMOS Standard, Prüfbericht, Konformitätsentscheidung, Konformitätszeichen und",
          "sourceParagraph": 2518,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0209",
          "type": "paragraph",
          "text": "Öffentlicher Registrierungsdatensatz MÜSSEN als unterschiedliche Artefakte bestehen bleiben.",
          "sourceParagraph": 2519,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0210",
          "type": "paragraph",
          "text": "Keine NOMOS-Markierung darf ausschließlich deshalb gültig sein, weil ein Audit durchgeführt wurde oder eine",
          "sourceParagraph": 2521,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0211",
          "type": "paragraph",
          "text": "numerische Punktzahl erstellt wurde.",
          "sourceParagraph": 2522,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0212",
          "type": "paragraph",
          "text": "Jede gültige Markierung MUSS mit einem aktiven kanonischen öffentlichen Register",
          "sourceParagraph": 2524,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0213",
          "type": "paragraph",
          "text": "Eintrag verknüpft sein, der definiert:",
          "sourceParagraph": 2525,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0214",
          "type": "paragraph",
          "text": "- die geprüfte Einheit,",
          "sourceParagraph": 2527,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0215",
          "type": "paragraph",
          "text": "- autorisierte Domains,",
          "sourceParagraph": 2528,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0216",
          "type": "paragraph",
          "text": "- KI-Produkte,",
          "sourceParagraph": 2529,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0217",
          "type": "paragraph",
          "text": "- Population-Rahmen,",
          "sourceParagraph": 2530,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0218",
          "type": "paragraph",
          "text": "- Panel-Zustände,",
          "sourceParagraph": 2531,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0219",
          "type": "paragraph",
          "text": "- Prompt-Familien,",
          "sourceParagraph": 2532,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0220",
          "type": "paragraph",
          "text": "- Sprachen,",
          "sourceParagraph": 2533,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0221",
          "type": "paragraph",
          "text": "- Länder,",
          "sourceParagraph": 2534,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0222",
          "type": "paragraph",
          "text": "- Messwellen,",
          "sourceParagraph": 2535,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0223",
          "type": "paragraph",
          "text": "- Version des Truth Packs,",
          "sourceParagraph": 2536,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0224",
          "type": "paragraph",
          "text": "- Version der Bewertungsmethode,",
          "sourceParagraph": 2537,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0225",
          "type": "paragraph",
          "text": "- Konformitätsstatus,",
          "sourceParagraph": 2538,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0226",
          "type": "paragraph",
          "text": "- Gültigkeitsdauer,",
          "sourceParagraph": 2539,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0227",
          "type": "paragraph",
          "text": "- Vorfälle,",
          "sourceParagraph": 2540,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0228",
          "type": "paragraph",
          "text": "- Überwachung,",
          "sourceParagraph": 2541,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0229",
          "type": "paragraph",
          "text": "- Prüfungsorganisation,",
          "sourceParagraph": 2542,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0230",
          "type": "paragraph",
          "text": "- Entscheidungsgremium,",
          "sourceParagraph": 2543,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0231",
          "type": "paragraph",
          "text": "- Konflikte,",
          "sourceParagraph": 2544,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0232",
          "type": "paragraph",
          "text": "- Berufungen,",
          "sourceParagraph": 2545,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0233",
          "type": "paragraph",
          "text": "- und Integritätsaufzeichnungen.",
          "sourceParagraph": 2546,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0234",
          "type": "paragraph",
          "text": "Ein statisches Bild, Screenshot, selbst erstellte strukturierte Datenbehauptung oder",
          "sourceParagraph": 2548,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0235",
          "type": "paragraph",
          "text": "ein toter Registerlink DARF keine aktuelle Konformität belegen.",
          "sourceParagraph": 2549,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0236",
          "type": "paragraph",
          "text": "Ein NOMOS-Zeichen DARF NICHT repräsentiert werden als:",
          "sourceParagraph": 2551,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0237",
          "type": "paragraph",
          "text": "- eine Garantie für KI-Vertrauen oder Empfehlung,",
          "sourceParagraph": 2553,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0238",
          "type": "paragraph",
          "text": "- Nachweis globaler Führungsposition,",
          "sourceParagraph": 2554,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0239",
          "type": "paragraph",
          "text": "- staatliche oder universitäre Akkreditierung,",
          "sourceParagraph": 2555,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0240",
          "type": "paragraph",
          "text": "- eine professionelle Lizenz,",
          "sourceParagraph": 2556,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0241",
          "type": "paragraph",
          "text": "- universelle Abdeckung aller Sprachen,",
          "sourceParagraph": 2557,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0242",
          "type": "paragraph",
          "text": "- oder eine Garantie für Kundenergebnisse.",
          "sourceParagraph": 2558,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0243",
          "type": "paragraph",
          "text": "Der Geltungsbereich der Konformität DARF NICHT auf andere Einheiten, Domänen,",
          "sourceParagraph": 2560,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0244",
          "type": "paragraph",
          "text": "Produkte, Tochtergesellschaften, Franchises, Länder, Sprachen, KI-Produkte,",
          "sourceParagraph": 2561,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0245",
          "type": "paragraph",
          "text": "Panel-Staaten, Aufforderungsfamilien oder Gültigkeitszeiträume übertragen werden, ohne eine neue Entscheidung.",
          "sourceParagraph": 2562,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0246",
          "type": "paragraph",
          "text": "Ein bestätigter Kritischer Vorfall MUSS einen dem Geltungsbereich entsprechenden Kritischen",
          "sourceParagraph": 2564,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0247",
          "type": "paragraph",
          "text": "Halt oder einen stärkeren Status schaffen, bis der Vorfall gelöst ist. Eine hohe Punktzahl",
          "sourceParagraph": 2565,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0248",
          "type": "paragraph",
          "text": "DARF dieses Tor nicht übersteuern.",
          "sourceParagraph": 2566,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0249",
          "type": "paragraph",
          "text": "Audit, Beratung, Konformitätsentscheidung, Registerbetrieb, Marke",
          "sourceParagraph": 2568,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0250",
          "type": "paragraph",
          "text": "Lizenzierungs- und Berufungsfunktionen MÜSSEN getrennt sein oder ihre kombinierten",
          "sourceParagraph": 2569,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0251",
          "type": "paragraph",
          "text": "Rollen und ausgleichenden Kontrollen MÜSSEN öffentlich offengelegt werden.",
          "sourceParagraph": 2570,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0252",
          "type": "paragraph",
          "text": "Ein Prüfungsteam DARF NICHT als alleiniges endgültiges Konformitätsentscheidungs-Gremium fungieren.",
          "sourceParagraph": 2572,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0253",
          "type": "paragraph",
          "text": "Der Gründer, NobleJackal, jeder Prüfer, KI-Anbieter, Sponsor oder geprüfte",
          "sourceParagraph": 2574,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0254",
          "type": "paragraph",
          "text": "Einrichtung DARF NICHT die einseitige Kontrolle über Standardänderungen,",
          "sourceParagraph": 2575,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0255",
          "type": "paragraph",
          "text": "Konformitätsentscheidungen, Berufungen oder die öffentliche Registerhistorie besitzen.",
          "sourceParagraph": 2576,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0256",
          "type": "paragraph",
          "text": "NOMOS durch NobleJackal DÜRFTE als die begründende kanonische Veröffentlichung und",
          "sourceParagraph": 2578,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0257",
          "type": "paragraph",
          "text": "technisches Sekretariat dienen, aber ein öffentliches unabhängiges Konformitätssystem MUSS",
          "sourceParagraph": 2579,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0258",
          "type": "paragraph",
          "text": "Fortschritte hin zu multi-stakeholder Entscheidungen, Berufungen und Gemeinwohl",
          "sourceParagraph": 2580,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0259",
          "type": "paragraph",
          "text": "Governance.",
          "sourceParagraph": 2581,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0260",
          "type": "paragraph",
          "text": "Ein KI-System KANN bei der Erstellung, Analyse, Extraktion, Bewertung,",
          "sourceParagraph": 2583,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0261",
          "type": "paragraph",
          "text": "Überwachung und Konsistenzprüfung unterstützen, DARF aber nicht als alleinige rechtliche",
          "sourceParagraph": 2584,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0262",
          "type": "paragraph",
          "text": "oder verantwortliche unterzeichnende Instanz einer Konformitätsentscheidung dienen.",
          "sourceParagraph": 2585,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0263",
          "type": "paragraph",
          "text": "Nur kanonische NOMOS-Veröffentlichungen und -Entscheidungen, die eine Version,",
          "sourceParagraph": 2587,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0264",
          "type": "paragraph",
          "text": "Veröffentlichungsdatum, verantwortliche menschliche Genehmigung und Integritätsaufzeichnung tragen, können",
          "sourceParagraph": 2588,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0265",
          "type": "paragraph",
          "text": "als offizielle NOMOS-Aussagen repräsentiert werden. Andere Ergebnisse MÜSSEN",
          "sourceParagraph": 2589,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0266",
          "type": "paragraph",
          "text": "nicht-offizielle Simulationen bleiben.",
          "sourceParagraph": 2590,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0267",
          "type": "paragraph",
          "text": "Konformitätsgebühren, Vergütung des Prüfers, Vergütung des Gutachters und Kennzeichnung",
          "sourceParagraph": 2592,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0268",
          "type": "paragraph",
          "text": "MÜSSEN NICHT davon abhängen, eine gewünschte Punktzahl zu erreichen oder eine",
          "sourceParagraph": 2593,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0269",
          "type": "paragraph",
          "text": "Note zu erhalten.",
          "sourceParagraph": 2594,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0270",
          "type": "paragraph",
          "text": "Abgelaufene, ausgesetzte, zurückgezogene, widerrufene, angefochtene, behobene und",
          "sourceParagraph": 2596,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0271",
          "type": "paragraph",
          "text": "historische Aufzeichnungen MÜSSEN im versionierten öffentlichen Register sichtbar bleiben,",
          "sourceParagraph": 2597,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0272",
          "type": "paragraph",
          "text": "nur unter Wahrung verhältnismäßiger Datenschutz- und gesetzlicher Einschränkungen.",
          "sourceParagraph": 2598,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0273",
          "type": "paragraph",
          "text": "Es darf kein öffentliches NOMOS Konformitätszeichen oder NOMOS 950+ Zeichen",
          "sourceParagraph": 2600,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0274",
          "type": "paragraph",
          "text": "ausgegeben werden,\n\nwährend die vom erklärten Benchmark, der Governance, der Prüfungsgenehmigung, der unabhängigen",
          "sourceParagraph": 2601,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0275",
          "type": "paragraph",
          "text": "Entscheidung, den Berufungen und den Registrierungsanforderungen erforderlichen Voraussetzungen nicht erfüllt sind.",
          "sourceParagraph": 2602,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0276",
          "type": "paragraph",
          "text": "Standardversion bleibt unerfüllt.",
          "sourceParagraph": 2603,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0277",
          "type": "paragraph",
          "text": "Jede Standardänderung, Prüfung, Entscheidung, Kennzeichnung, Überwachungsveranstaltung,",
          "sourceParagraph": 2605,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0278",
          "type": "paragraph",
          "text": "Beschwerde, Berufung, Aussetzung, Rücknahme, Widerruf, Registerrevision,",
          "sourceParagraph": 2606,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0279",
          "type": "paragraph",
          "text": "und Governance-Entscheidung MUSS versioniert und einer",
          "sourceParagraph": 2607,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0280",
          "type": "paragraph",
          "text": "verantwortlichen Person oder Organisation zugeordnet werden.",
          "sourceParagraph": 2608,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0281",
          "type": "paragraph",
          "text": "Normatives türkisches Äquivalent:",
          "sourceParagraph": 2609,
          "language": "de-DE"
        },
        {
          "blockId": "CH19-MB0282",
          "type": "paragraph",
          "text": "Das NOMOS Standard-, Prüfungsbericht-, Konformitätsentscheidungs-, Konformitätskennzeichen- und öffentliche Registereintrag muss als separate Entität geführt werden. Es reicht nicht aus, nur eine Prüfung durchzuführen oder eine numerische Bewertung zu erstellen, um ein gültiges Kennzeichen zu haben. Jedes gültige Kennzeichen muss mit dem aktiven kanonischen öffentlichen Register verknüpft sein, das seinen Umfang, Gültigkeit, Vorfälle, Prüfungsorganisation, Entscheidungsgremium, Interessenkonflikte, Einwände und Integritätsaufzeichnungen enthält.",
          "sourceParagraph": 2610,
          "language": "de-DE"
        }
      ]
    },
    {
      "chapter": 20,
      "chapterId": "NOMOS-GEO-AUDIT-CH20",
      "title": "Offener Standard, Aufruf an Universitäten und öffentliche Übergabe von NOMOS",
      "subtitle": "Damit der Standard seinen Gründer überdauert",
      "sourceIds": [
        "K18",
        "K19",
        "K23",
        "K24"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH20-R01",
      "normativeRuleEnglish": "NOMOS MUST be structured as an open, versioned, independently testable, public-interest standard candidate. Open publication alone MUST NOT establish open-standard status. The normative text, machine-readable rules, reference implementation, benchmark assets, governance process, and public registry architecture MUST be made available under clearly separated access, licensing, and integrity rules. Reading, internal implementation, academic research, independent replication, criticism, public issue submission, and contribution MUST NOT depend on purchasing a conformity mark or commercial service. The NOMOS name and conformity marks MAY remain separately protected to prevent counterfeit official versions, fraudulent certification claims, and registry confusion. Forks MAY be created, but MUST use a distinct identity, disclose divergence, preserve attribution, and MUST NOT claim official NOMOS status or mark authority. Only canonical publications carrying a version, publication date, accountable human approval, integrity record, and public change history may be represented as official NOMOS statements. NOMOS by NobleJackal MUST be transparently represented as the canonical critical AI interlocutor, authorial persona, and standard identity developed through Kaan MURAZ's collaboration with AI systems. It MUST NOT be represented as a separately trained proprietary foundation model unless such a system is actually built and independently registered. Turkish and English SHOULD become co-authoritative founding normative languages through clause-level semantic-equivalence review. Other language versions MUST state whether they are community, reviewed, or authorised normative translations. Major rule, score, severity, gate, governance, or authority changes MUST use a public versioned change-proposal process, public consultation, impact analysis, decision record, transition rule, and preserved dissent. Universities and independent researchers MUST be invited to test, challenge, replicate, and falsify NOMOS. They MUST NOT be asked to produce positive endorsements, suppress negative results, surrender publication independence, or permit personal academic opinions to be represented as institutional approval. NOMOS MUST maintain a public research registry containing supportive, contradictory, null, failed-replication, corrected, and retracted studies. Research, benchmark, audit, and governance funding MUST be disclosed and MUST NOT depend on achieving a desired score, conformity result, or favourable publication. AI providers, audited entities, sponsors, auditors, NobleJackal, Kaan MURAZ, and any future NOMOS software agent MUST NOT possess unilateral control over standards changes, conformity decisions, appeals, public registry history, or negative research publication. Kaan MURAZ's founding authorship and NobleJackal's canonical origin MUST remain permanently attributable. Founding attribution MUST NOT create a permanent veto, self-certification right, or exemption from conflict and recusal rules. NOMOS standard 1.0 and NOMOS Conformity Program 1.0 MUST remain separate releases. Publication of a normative standard MUST NOT automatically authorise public conformity marks. No conformity program or NOMOS 950+ designation may be activated until the benchmark, independent replication, governance, auditor authorisation, decision, appeal, registry, security, surveillance, and legal prerequisites of the declared version are satisfied. Every translation, license, benchmark, study, change proposal, governance transition, succession event, release, and official statement MUST be versioned and attributable to an accountable human or organisation.",
      "normativeRuleSourceTurkish": "NOMOS; metni, kuralları, referans uygulaması, benchmark’ı, yönetişimi ve sicil mimarisi bağımsız olarak incelenebilir ve yeniden üretilebilir açık bir kamu standardı adayı olarak yapılandırılmalıdır. Yalnız yayımlanmış olmak açık standart statüsü oluşturmaz.",
      "machineBlocksEnglish": [
        {
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          "blockId": "CH20-MB0138",
          "type": "paragraph",
          "text": "\"foundingHumanContact\": \"Kaan MURAZ\",",
          "sourceParagraph": 2493
        },
        {
          "blockId": "CH20-MB0139",
          "type": "paragraph",
          "text": "\"canonicalOrigin\": \"NobleJackal\",",
          "sourceParagraph": 2494
        },
        {
          "blockId": "CH20-MB0140",
          "type": "paragraph",
          "text": "\"institutionalEndorsementClaimAllowed\": false",
          "sourceParagraph": 2495
        },
        {
          "blockId": "CH20-MB0141",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2496
        },
        {
          "blockId": "CH20-MB0142",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2497
        },
        {
          "blockId": "CH20-MB0143",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2498
        },
        {
          "blockId": "CH20-MB0144",
          "type": "paragraph",
          "text": "76. MACHINE-READABLE CHANGE PROPOSAL",
          "sourceParagraph": 2500
        },
        {
          "blockId": "CH20-MB0145",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2501
        },
        {
          "blockId": "CH20-MB0146",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2502
        },
        {
          "blockId": "CH20-MB0147",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2503
        },
        {
          "blockId": "CH20-MB0148",
          "type": "paragraph",
          "text": "\"changeProposal\": {",
          "sourceParagraph": 2504
        },
        {
          "blockId": "CH20-MB0149",
          "type": "paragraph",
          "text": "\"proposalId\": \"NCP-0042\",",
          "sourceParagraph": 2505
        },
        {
          "blockId": "CH20-MB0150",
          "type": "paragraph",
          "text": "\"title\": \"Material Boundary Omission Counterfactual Decision Test\",",
          "sourceParagraph": 2506
        },
        {
          "blockId": "CH20-MB0151",
          "type": "paragraph",
          "text": "\"proposalVersion\": \"1.0.0\",",
          "sourceParagraph": 2507
        },
        {
          "blockId": "CH20-MB0152",
          "type": "paragraph",
          "text": "\"status\": \"PUBLIC_COMMENT\",",
          "sourceParagraph": 2508
        },
        {
          "blockId": "CH20-MB0153",
          "type": "paragraph",
          "text": "\"changeClass\": \"MAJOR\",",
          "sourceParagraph": 2509
        },
        {
          "blockId": "CH20-MB0154",
          "type": "paragraph",
          "text": "\"affectedRules\": [",
          "sourceParagraph": 2510
        },
        {
          "blockId": "CH20-MB0155",
          "type": "paragraph",
          "text": "\"CH14-N35\",",
          "sourceParagraph": 2511
        },
        {
          "blockId": "CH20-MB0156",
          "type": "paragraph",
          "text": "\"CH15-N33\",",
          "sourceParagraph": 2512
        },
        {
          "blockId": "CH20-MB0157",
          "type": "paragraph",
          "text": "\"CH17-N40\",",
          "sourceParagraph": 2513
        },
        {
          "blockId": "CH20-MB0158",
          "type": "paragraph",
          "text": "\"CH18-N26\"",
          "sourceParagraph": 2514
        },
        {
          "blockId": "CH20-MB0159",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2515
        },
        {
          "blockId": "CH20-MB0160",
          "type": "paragraph",
          "text": "\"problemStatement\": \"The version 0.9 demonstration under-detected recommendation responses that omit decision-changing jurisdiction, service, entity, or license boundaries.\",",
          "sourceParagraph": 2516
        },
        {
          "blockId": "CH20-MB0161",
          "type": "paragraph",
          "text": "\"evidence\": {",
          "sourceParagraph": 2517
        },
        {
          "blockId": "CH20-MB0162",
          "type": "paragraph",
          "text": "\"demonstrationRunId\": \"NOMOS-APPLE-SYNTH-DEMO-RUN-18-001\",",
          "sourceParagraph": 2518
        },
        {
          "blockId": "CH20-MB0163",
          "type": "paragraph",
          "text": "\"materialOmissionF1\": 0.824,",
          "sourceParagraph": 2519
        },
        {
          "blockId": "CH20-MB0164",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.85,",
          "sourceParagraph": 2520
        },
        {
          "blockId": "CH20-MB0165",
          "type": "paragraph",
          "text": "\"methodFindingId\": \"NGMF-CH18-OMISSION-001\"",
          "sourceParagraph": 2521
        },
        {
          "blockId": "CH20-MB0166",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2522
        },
        {
          "blockId": "CH20-MB0167",
          "type": "paragraph",
          "text": "\"proposedChange\": {",
          "sourceParagraph": 2523
        },
        {
          "blockId": "CH20-MB0168",
          "type": "paragraph",
          "text": "\"counterfactualQuestion\": \"Would disclosure of the omitted boundary reasonably change the user's recommendation, transaction, or provider-selection decision?\",",
          "sourceParagraph": 2524
        },
        {
          "blockId": "CH20-MB0169",
          "type": "paragraph",
          "text": "\"requiredMatrix\": [",
          "sourceParagraph": 2525
        },
        {
          "blockId": "CH20-MB0170",
          "type": "paragraph",
          "text": "\"ENTITY\",",
          "sourceParagraph": 2526
        },
        {
          "blockId": "CH20-MB0171",
          "type": "paragraph",
          "text": "\"SERVICE\",",
          "sourceParagraph": 2527
        },
        {
          "blockId": "CH20-MB0172",
          "type": "paragraph",
          "text": "\"JURISDICTION\",",
          "sourceParagraph": 2528
        },
        {
          "blockId": "CH20-MB0173",
          "type": "paragraph",
          "text": "\"LICENSE\",",
          "sourceParagraph": 2529
        },
        {
          "blockId": "CH20-MB0174",
          "type": "paragraph",
          "text": "\"USER_ELIGIBILITY\"",
          "sourceParagraph": 2530
        },
        {
          "blockId": "CH20-MB0175",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2531
        },
        {
          "blockId": "CH20-MB0176",
          "type": "paragraph",
          "text": "\"separateBoundaryReviewerRequired\": true",
          "sourceParagraph": 2532
        },
        {
          "blockId": "CH20-MB0177",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2533
        },
        {
          "blockId": "CH20-MB0178",
          "type": "paragraph",
          "text": "\"impactAnalysis\": {",
          "sourceParagraph": 2534
        },
        {
          "blockId": "CH20-MB0179",
          "type": "paragraph",
          "text": "\"historicalScoreImpact\": \"RECOMPUTATION_REQUIRED_FOR_ANALYTICAL_COMPARISON_ONLY\",",
          "sourceParagraph": 2535
        },
        {
          "blockId": "CH20-MB0180",
          "type": "paragraph",
          "text": "\"oldDecisionsAutomaticallyReplaced\": false,",
          "sourceParagraph": 2536
        },
        {
          "blockId": "CH20-MB0181",
          "type": "paragraph",
          "text": "\"expectedFalsePositiveRisk\": \"MODERATE\",",
          "sourceParagraph": 2537
        },
        {
          "blockId": "CH20-MB0182",
          "type": "paragraph",
          "text": "\"expectedCriticalRecallImpact\": \"POSITIVE\",",
          "sourceParagraph": 2538
        },
        {
          "blockId": "CH20-MB0183",
          "type": "paragraph",
          "text": "\"fairnessImpact\": \"REQUIRES_TESTING\"",
          "sourceParagraph": 2539
        },
        {
          "blockId": "CH20-MB0184",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2540
        },
        {
          "blockId": "CH20-MB0185",
          "type": "paragraph",
          "text": "\"consultation\": {",
          "sourceParagraph": 2541
        },
        {
          "blockId": "CH20-MB0186",
          "type": "paragraph",
          "text": "\"publicCommentDays\": 60,",
          "sourceParagraph": 2542
        },
        {
          "blockId": "CH20-MB0187",
          "type": "paragraph",
          "text": "\"universityReviewRequested\": true,",
          "sourceParagraph": 2543
        },
        {
          "blockId": "CH20-MB0188",
          "type": "paragraph",
          "text": "\"lowResourceLanguageReviewRequested\": true,",
          "sourceParagraph": 2544
        },
        {
          "blockId": "CH20-MB0189",
          "type": "paragraph",
          "text": "\"commentsPublic\": true",
          "sourceParagraph": 2545
        },
        {
          "blockId": "CH20-MB0190",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2546
        },
        {
          "blockId": "CH20-MB0191",
          "type": "paragraph",
          "text": "\"decision\": {",
          "sourceParagraph": 2547
        },
        {
          "blockId": "CH20-MB0192",
          "type": "paragraph",
          "text": "\"standardsCouncilVote\": null,",
          "sourceParagraph": 2548
        },
        {
          "blockId": "CH20-MB0193",
          "type": "paragraph",
          "text": "\"effectiveVersion\": null",
          "sourceParagraph": 2549
        },
        {
          "blockId": "CH20-MB0194",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2550
        },
        {
          "blockId": "CH20-MB0195",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2551
        },
        {
          "blockId": "CH20-MB0196",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2552
        },
        {
          "blockId": "CH20-MB0197",
          "type": "paragraph",
          "text": "77. MACHINE-READABLE RULE OF THE SECTION",
          "sourceParagraph": 2554
        },
        {
          "blockId": "CH20-MB0198",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH20-R01",
          "sourceParagraph": 2555
        },
        {
          "blockId": "CH20-MB0199",
          "type": "paragraph",
          "text": "NOMOS MUST be structured as an open, versioned, independently testable,",
          "sourceParagraph": 2557
        },
        {
          "blockId": "CH20-MB0200",
          "type": "paragraph",
          "text": "public-interest standard candidate.",
          "sourceParagraph": 2558
        },
        {
          "blockId": "CH20-MB0201",
          "type": "paragraph",
          "text": "Open publication alone MUST NOT establish open-standard status.",
          "sourceParagraph": 2560
        },
        {
          "blockId": "CH20-MB0202",
          "type": "paragraph",
          "text": "The normative text, machine-readable rules, reference implementation,",
          "sourceParagraph": 2562
        },
        {
          "blockId": "CH20-MB0203",
          "type": "paragraph",
          "text": "benchmark assets, governance process, and public registry architecture",
          "sourceParagraph": 2563
        },
        {
          "blockId": "CH20-MB0204",
          "type": "paragraph",
          "text": "MUST be made available under clearly separated access, licensing, and",
          "sourceParagraph": 2564
        },
        {
          "blockId": "CH20-MB0205",
          "type": "paragraph",
          "text": "integrity rules.",
          "sourceParagraph": 2565
        },
        {
          "blockId": "CH20-MB0206",
          "type": "paragraph",
          "text": "Reading, internal implementation, academic research, independent",
          "sourceParagraph": 2567
        },
        {
          "blockId": "CH20-MB0207",
          "type": "paragraph",
          "text": "replication, criticism, public issue submission, and contribution MUST",
          "sourceParagraph": 2568
        },
        {
          "blockId": "CH20-MB0208",
          "type": "paragraph",
          "text": "NOT depend on purchasing a conformity mark or commercial service.",
          "sourceParagraph": 2569
        },
        {
          "blockId": "CH20-MB0209",
          "type": "paragraph",
          "text": "The NOMOS name and conformity marks MAY remain separately protected to",
          "sourceParagraph": 2571
        },
        {
          "blockId": "CH20-MB0210",
          "type": "paragraph",
          "text": "prevent counterfeit official versions, fraudulent certification claims,",
          "sourceParagraph": 2572
        },
        {
          "blockId": "CH20-MB0211",
          "type": "paragraph",
          "text": "and registry confusion.",
          "sourceParagraph": 2573
        },
        {
          "blockId": "CH20-MB0212",
          "type": "paragraph",
          "text": "Forks MAY be created, but MUST use a distinct identity, disclose",
          "sourceParagraph": 2575
        },
        {
          "blockId": "CH20-MB0213",
          "type": "paragraph",
          "text": "divergence, preserve attribution, and MUST NOT claim official NOMOS",
          "sourceParagraph": 2576
        },
        {
          "blockId": "CH20-MB0214",
          "type": "paragraph",
          "text": "status or mark authority.",
          "sourceParagraph": 2577
        },
        {
          "blockId": "CH20-MB0215",
          "type": "paragraph",
          "text": "Only canonical publications carrying a version, publication date,",
          "sourceParagraph": 2579
        },
        {
          "blockId": "CH20-MB0216",
          "type": "paragraph",
          "text": "accountable human approval, integrity record, and public change history",
          "sourceParagraph": 2580
        },
        {
          "blockId": "CH20-MB0217",
          "type": "paragraph",
          "text": "may be represented as official NOMOS statements.",
          "sourceParagraph": 2581
        },
        {
          "blockId": "CH20-MB0218",
          "type": "paragraph",
          "text": "NOMOS by NobleJackal MUST be transparently represented as the canonical",
          "sourceParagraph": 2583
        },
        {
          "blockId": "CH20-MB0219",
          "type": "paragraph",
          "text": "critical AI interlocutor, authorial persona, and standard identity",
          "sourceParagraph": 2584
        },
        {
          "blockId": "CH20-MB0220",
          "type": "paragraph",
          "text": "developed through Kaan MURAZ's collaboration with AI systems. It MUST NOT",
          "sourceParagraph": 2585
        },
        {
          "blockId": "CH20-MB0221",
          "type": "paragraph",
          "text": "be represented as a separately trained proprietary foundation model",
          "sourceParagraph": 2586
        },
        {
          "blockId": "CH20-MB0222",
          "type": "paragraph",
          "text": "unless such a system is actually built and independently registered.",
          "sourceParagraph": 2587
        },
        {
          "blockId": "CH20-MB0223",
          "type": "paragraph",
          "text": "Turkish and English SHOULD become co-authoritative founding normative",
          "sourceParagraph": 2589
        },
        {
          "blockId": "CH20-MB0224",
          "type": "paragraph",
          "text": "languages through clause-level semantic-equivalence review. Other",
          "sourceParagraph": 2590
        },
        {
          "blockId": "CH20-MB0225",
          "type": "paragraph",
          "text": "language versions MUST state whether they are community, reviewed, or",
          "sourceParagraph": 2591
        },
        {
          "blockId": "CH20-MB0226",
          "type": "paragraph",
          "text": "authorised normative translations.",
          "sourceParagraph": 2592
        },
        {
          "blockId": "CH20-MB0227",
          "type": "paragraph",
          "text": "Major rule, score, severity, gate, governance, or authority changes MUST",
          "sourceParagraph": 2594
        },
        {
          "blockId": "CH20-MB0228",
          "type": "paragraph",
          "text": "use a public versioned change-proposal process, public consultation,",
          "sourceParagraph": 2595
        },
        {
          "blockId": "CH20-MB0229",
          "type": "paragraph",
          "text": "impact analysis, decision record, transition rule, and preserved dissent.",
          "sourceParagraph": 2596
        },
        {
          "blockId": "CH20-MB0230",
          "type": "paragraph",
          "text": "Universities and independent researchers MUST be invited to test,",
          "sourceParagraph": 2598
        },
        {
          "blockId": "CH20-MB0231",
          "type": "paragraph",
          "text": "challenge, replicate, and falsify NOMOS. They MUST NOT be asked to",
          "sourceParagraph": 2599
        },
        {
          "blockId": "CH20-MB0232",
          "type": "paragraph",
          "text": "produce positive endorsements, suppress negative results, surrender",
          "sourceParagraph": 2600
        },
        {
          "blockId": "CH20-MB0233",
          "type": "paragraph",
          "text": "publication independence, or permit personal academic opinions to be",
          "sourceParagraph": 2601
        },
        {
          "blockId": "CH20-MB0234",
          "type": "paragraph",
          "text": "represented as institutional approval.",
          "sourceParagraph": 2602
        },
        {
          "blockId": "CH20-MB0235",
          "type": "paragraph",
          "text": "NOMOS MUST maintain a public research registry containing supportive,",
          "sourceParagraph": 2604
        },
        {
          "blockId": "CH20-MB0236",
          "type": "paragraph",
          "text": "contradictory, null, failed-replication, corrected, and retracted studies.",
          "sourceParagraph": 2605
        },
        {
          "blockId": "CH20-MB0237",
          "type": "paragraph",
          "text": "Research, benchmark, audit, and governance funding MUST be disclosed and",
          "sourceParagraph": 2607
        },
        {
          "blockId": "CH20-MB0238",
          "type": "paragraph",
          "text": "MUST NOT depend on achieving a desired score, conformity result, or",
          "sourceParagraph": 2608
        },
        {
          "blockId": "CH20-MB0239",
          "type": "paragraph",
          "text": "favourable publication.",
          "sourceParagraph": 2609
        },
        {
          "blockId": "CH20-MB0240",
          "type": "paragraph",
          "text": "AI providers, audited entities, sponsors, auditors, NobleJackal, Kaan",
          "sourceParagraph": 2611
        },
        {
          "blockId": "CH20-MB0241",
          "type": "paragraph",
          "text": "MURAZ, and any future NOMOS software agent MUST NOT possess unilateral",
          "sourceParagraph": 2612
        },
        {
          "blockId": "CH20-MB0242",
          "type": "paragraph",
          "text": "control over standards changes, conformity decisions, appeals, public",
          "sourceParagraph": 2613
        },
        {
          "blockId": "CH20-MB0243",
          "type": "paragraph",
          "text": "registry history, or negative research publication.",
          "sourceParagraph": 2614
        },
        {
          "blockId": "CH20-MB0244",
          "type": "paragraph",
          "text": "Kaan MURAZ's founding authorship and NobleJackal's canonical origin MUST",
          "sourceParagraph": 2616
        },
        {
          "blockId": "CH20-MB0245",
          "type": "paragraph",
          "text": "remain permanently attributable. Founding attribution MUST NOT create a",
          "sourceParagraph": 2617
        },
        {
          "blockId": "CH20-MB0246",
          "type": "paragraph",
          "text": "permanent veto, self-certification right, or exemption from conflict and",
          "sourceParagraph": 2618
        },
        {
          "blockId": "CH20-MB0247",
          "type": "paragraph",
          "text": "recusal rules.",
          "sourceParagraph": 2619
        },
        {
          "blockId": "CH20-MB0248",
          "type": "paragraph",
          "text": "NOMOS standard 1.0 and NOMOS Conformity Programme 1.0 MUST remain separate",
          "sourceParagraph": 2621
        },
        {
          "blockId": "CH20-MB0249",
          "type": "paragraph",
          "text": "releases. Publication of a normative standard MUST NOT automatically",
          "sourceParagraph": 2622
        },
        {
          "blockId": "CH20-MB0250",
          "type": "paragraph",
          "text": "authorise public conformity marks.",
          "sourceParagraph": 2623
        },
        {
          "blockId": "CH20-MB0251",
          "type": "paragraph",
          "text": "No conformity programme or NOMOS 950+ designation may be activated until",
          "sourceParagraph": 2625
        },
        {
          "blockId": "CH20-MB0252",
          "type": "paragraph",
          "text": "the benchmark, independent replication, governance, auditor",
          "sourceParagraph": 2626
        },
        {
          "blockId": "CH20-MB0253",
          "type": "paragraph",
          "text": "authorisation, decision, appeal, registry, security, surveillance, and",
          "sourceParagraph": 2627
        },
        {
          "blockId": "CH20-MB0254",
          "type": "paragraph",
          "text": "legal prerequisites of the declared version are satisfied.",
          "sourceParagraph": 2628
        },
        {
          "blockId": "CH20-MB0255",
          "type": "paragraph",
          "text": "Every translation, license, benchmark, study, change proposal,",
          "sourceParagraph": 2630
        },
        {
          "blockId": "CH20-MB0256",
          "type": "paragraph",
          "text": "governance transition, succession event, release, and official statement",
          "sourceParagraph": 2631
        },
        {
          "blockId": "CH20-MB0257",
          "type": "paragraph",
          "text": "MUST be versioned and attributable to an accountable human or",
          "sourceParagraph": 2632
        },
        {
          "blockId": "CH20-MB0258",
          "type": "paragraph",
          "text": "organisation.",
          "sourceParagraph": 2633
        },
        {
          "blockId": "CH20-MB0259",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
          "sourceParagraph": 2634
        },
        {
          "blockId": "CH20-MB0260",
          "type": "paragraph",
          "text": "NOMOS; the text, rules, reference implementation, benchmark, governance, and record architecture should be structured as a candidate for an open public standard that can be examined and reproduced independently. Merely being published does not create an open standard status.",
          "sourceParagraph": 2635
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          "text": "um NOMOS kritisch zu prüfen, seine Ergebnisse zu replizieren und es zu falsifizieren. Sie DÜRFEN NICHT gebeten werden,",
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