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    "seriesTitle": "El método GEO-1000",
    "subtitle": "Un protocolo para medir la representación de entidades en sistemas generativos en la población mundial",
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      "chapterId": "NOMOS-GEO-CONSTITUTION-A0",
      "title": "Declaración de Derechos de Representación",
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      "title": "Una sola respuesta no es una puntuación GEO",
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          "text": "Una puntuación agregada única NO DEBE reemplazar la divulgación de:",
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          "blockId": "CH02-MB0013",
          "type": "paragraph",
          "text": "- alcance y cobertura,",
          "sourceParagraph": 1328,
          "language": "es-ES"
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          "blockId": "CH02-MB0014",
          "type": "paragraph",
          "text": "- distribución de resultados,",
          "sourceParagraph": 1329,
          "language": "es-ES"
        },
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          "blockId": "CH02-MB0015",
          "type": "paragraph",
          "text": "- variación de subgrupos,",
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          "blockId": "CH02-MB0016",
          "type": "paragraph",
          "text": "- incidencia de errores críticos,",
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          "language": "es-ES"
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          "blockId": "CH02-MB0017",
          "type": "paragraph",
          "text": "- masa desconocida y no probada,",
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          "blockId": "CH02-MB0018",
          "type": "paragraph",
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          "type": "paragraph",
          "text": "- reglas de ponderación,",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "calidad cuando su subgrupo, severidad, cobertura o estabilidad",
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          "type": "paragraph",
          "text": "distribuciones difieren materialmente.",
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          "text": "Los grupos no probados NO DEBEN ser imputados como conformes, y los resultados raros de alto daño",
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          "blockId": "CH02-MB0025",
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          "blockId": "CH02-MB0026",
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          "text": "Equivalente normativo en turco:",
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          "text": "La representación de una entidad en sistemas generativos debe evaluarse como la distribución condicionada de resultados observables que surge entre productos de IA definidos y interfaces de usuario, usuarios o unidades de muestreo, países, idiomas y localidades, estados de sesión y personalización, prompts y tiempos de medición. Una única puntuación agregada no puede hacer invisibles el alcance, la distribución de resultados, las diferencias entre subgrupos, la tasa de error crítica, la población desconocida y no probada, la estabilidad temporal, los pesos y la incertidumbre. La misma media no significa una calidad de representación equivalente para distribuciones materialmente diferentes.",
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    },
    {
      "chapter": 3,
      "chapterId": "NOMOS-GEO-AUDIT-CH03",
      "title": "¿Qué entidad se audita exactamente?",
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      "sourceIds": [
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        "K11"
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      "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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      "chapter": 5,
      "chapterId": "NOMOS-GEO-AUDIT-CH05",
      "title": "La población usuaria pertinente para cada producto de IA",
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      "normativeRuleId": "NOMOS-AUDIT-CH05-R01",
      "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": "This record:",
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          "text": "RULE OF THE CHAPTER 43 READABLE BY MACHINE",
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        },
        {
          "blockId": "CH05-MB0094",
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        },
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          "blockId": "CH05-MB0109",
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          "type": "paragraph",
          "text": "identidad o restricciones de la cuenta para ingresar al oficial",
          "sourceParagraph": 1587,
          "language": "es-ES"
        },
        {
          "blockId": "CH05-MB0113",
          "type": "paragraph",
          "text": "panel de población.",
          "sourceParagraph": 1588,
          "language": "es-ES"
        },
        {
          "blockId": "CH05-MB0114",
          "type": "paragraph",
          "text": "Cada marco poblacional DEBE estar versionado, con fuente, y consciente de la incertidumbre,",
          "sourceParagraph": 1590,
          "language": "es-ES"
        },
        {
          "blockId": "CH05-MB0115",
          "type": "paragraph",
          "text": "y atribuible a un humano o una organización responsables.",
          "sourceParagraph": 1591,
          "language": "es-ES"
        },
        {
          "blockId": "CH05-MB0116",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
          "sourceParagraph": 1592,
          "language": "es-ES"
        },
        {
          "blockId": "CH05-MB0117",
          "type": "paragraph",
          "text": "Cada auditoría de población GEO debe definir una población de usuarios objetivo específica del producto y limitada en el tiempo para cada producto de IA y interfaz de usuario, país o jurisdicción, edad y condición de acceso legítimo, cuenta o plan, idioma y localización, interfaz, familia de prompts y propósito de medición antes de ver los resultados. La población total incrustada no puede contarse como una población elegible para el producto sin ajustes de elegibilidad justificados. La falta de acceso al producto no debe calificarse como una representación incorrecta; debe mostrarse por separado como una limitación de cobertura de acceso. Persona, cuenta, sesión, idioma y observación del producto no pueden usarse de manera intercambiable. Las observaciones del Observador por País pueden proporcionar visibilidad del país; no pueden presentarse como una puntuación estadística del país.",
          "sourceParagraph": 1593,
          "language": "es-ES"
        }
      ]
    },
    {
      "chapter": 6,
      "chapterId": "NOMOS-GEO-AUDIT-CH06",
      "title": "La muestra GEO-1000 proporcional a la población",
      "subtitle": null,
      "sourceIds": [
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        "K05",
        "K07",
        "K08"
      ],
      "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": "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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          "text": "Las personas, las cuentas, las sesiones, los idiomas y las observaciones de productos de IA DEBEN",
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          "text": "permanecer como unidades distintas.",
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          "text": "Diseño de ponderaciones, ajustes por no respuesta, calibración, recorte, agrupamiento,",
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          "text": "los objetivos de muestra DEBEN crear una nueva versión de análisis y conservar la original",
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          "blockId": "CH06-MB0111",
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          "text": "registro.",
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          "text": "Equivalente normativo en turco:",
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          "text": "Para cada producto de IA y la oleada de medición principal, el Panel de Población GEO-1000 debería apuntar a al menos 1,000 observaciones válidas del producto, a menos que se justifique explícitamente un objetivo diferente. La asignación de la muestra debe ser diseñada, finalizada y fijada antes de que se vean las respuestas de la IA. La asignación principal debe basarse en la población humana objetivo elegible para el producto, no en la población total del país, el número de invitaciones, cuentas, sesiones o muestras de conveniencia. Las cuotas fraccionarias deben anunciarse con anticipación y redondearse a números enteros utilizando un método independiente de los resultados. Los grupos con una masa poblacional positiva no pueden recibir una probabilidad determinista de selección cero al hacer inferencias para toda la población objetivo. Los grupos sobremuestreados no pueden usar las proporciones brutas de la muestra como pesos poblacionales. Los resultados de IA incorrectos, negativos, rechazados o críticos no pueden ser una razón para reemplazar a un participante.",
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          "type": "paragraph",
          "text": "respuesta, anomalía o incidente crítico ocurrió en un definido",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0097",
          "type": "paragraph",
          "text": "contexto país-producto-idioma.",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0098",
          "type": "paragraph",
          "text": "Una observación de un Observador por País NO DEBE representarse como una prevalencia del país",
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          "language": "es-ES"
        },
        {
          "blockId": "CH07-MB0099",
          "type": "paragraph",
          "text": "o estimación o puntuación GEO del país.",
          "sourceParagraph": 1562,
          "language": "es-ES"
        },
        {
          "blockId": "CH07-MB0100",
          "type": "paragraph",
          "text": "La cobertura de observación del país, la cobertura de observación ponderada por población,",
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          "language": "es-ES"
        },
        {
          "blockId": "CH07-MB0101",
          "type": "paragraph",
          "text": "y la cobertura de estimación del país DEBEN reportarse por separado.",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0102",
          "type": "paragraph",
          "text": "Cada país elegible DEBERÍA recibir una probabilidad positiva de",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0103",
          "type": "paragraph",
          "text": "observación dentro de un ciclo de vigilancia predeclarado, a menos que esté",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0104",
          "type": "paragraph",
          "text": "explícitamente fuera del Alcance natural legal del producto.",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0105",
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          "text": "La equidad lingüística DEBE evaluar la representación materialmente comparable",
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        },
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          "type": "paragraph",
          "text": "bajo prompts semánticamente equivalentes y contextos comparables. DEBE",
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        },
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          "blockId": "CH07-MB0107",
          "type": "paragraph",
          "text": "NO requiere respuestas idénticas palabra por palabra o ignorar lo legítimo local",
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          "blockId": "CH07-MB0108",
          "type": "paragraph",
          "text": "diferencias.",
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          "type": "paragraph",
          "text": "Los idiomas sobremuestreados DEBEN ser reajustados a su población objetivo",
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          "language": "es-ES"
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          "text": "acciones para estimaciones de población mundial.",
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          "text": "Puntuaciones ponderadas por población, puntuaciones de diagnóstico iguales por idioma, idioma",
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          "language": "es-ES"
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          "text": "pisos, tasas de errores críticos, tasas desconocidas y lenguajes no probados DEBEN",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0113",
          "type": "paragraph",
          "text": "permanecer visibles por separado.",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0114",
          "type": "paragraph",
          "text": "Una disparidad lingüística NO DEBE atribuirse únicamente al producto de IA",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0115",
          "type": "paragraph",
          "text": "antes de que se evalúen la equivalencia de los prompts, la paridad de referencia, la paridad de medición y",
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          "language": "es-ES"
        },
        {
          "blockId": "CH07-MB0116",
          "type": "paragraph",
          "text": "la paridad de adjudicación.",
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          "language": "es-ES"
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          "blockId": "CH07-MB0117",
          "type": "paragraph",
          "text": "Una sola observación PUEDE tener múltiples etiquetas de panel de diagnóstico, pero DEBE",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0118",
          "type": "paragraph",
          "text": "NO recibir peso completo de población duplicado.",
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          "language": "es-ES"
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          "blockId": "CH07-MB0119",
          "type": "paragraph",
          "text": "Los incidentes del Observador Crítico PUEDEN desencadenar muestreo confirmatorio y",
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          "blockId": "CH07-MB0120",
          "type": "paragraph",
          "text": "revisión de conformidad sin ser tratados como evidencia de la prevalencia",
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          "language": "es-ES"
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          "blockId": "CH07-MB0121",
          "type": "paragraph",
          "text": "del país.",
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          "language": "es-ES"
        },
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          "blockId": "CH07-MB0122",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
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          "language": "es-ES"
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        {
          "blockId": "CH07-MB0123",
          "type": "paragraph",
          "text": "El Panel de Población GEO-1000, el Panel de Observadores de País y el Panel de Equidad Lingüística deben mantenerse separados en términos de propósito, muestra, ponderación y declaración pública. Una única observación del Panel de Observadores de País puede mostrar que una determinada condición de acceso, respuesta, anomalía o evento crítico ha ocurrido en un contexto específico de país–producto–idioma; no puede presentarse como una estimación de prevalencia del país o como una puntuación GEO del país. La cobertura por país, la cobertura ponderada por población y la cobertura de estimación por país deben informarse por separado. La equidad lingüística debería evaluar la representación del material en prompts semánticamente equivalentes y condiciones comparables; no debería exigir respuestas idénticas palabra por palabra ni ignorar las diferencias locales legítimas. Los idiomas sobre-muestreados deberían ajustarse en peso para reflejar las proporciones reales de la población objetivo en estimaciones de población global.",
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          "text": "Within-panel random selection MUST NOT be represented as random selection",
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          "text": "the AI response is positive, negative, correct, incorrect, refused,",
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          "text": "AI-product observations MUST remain distinct units.",
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          "text": "Probability, opt-in, open-call, client-supplied, institutional, and hybrid",
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          "text": "participant sources MUST be separately identified.",
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          "text": "Weighting MAY reduce observed imbalance, but MUST NOT be represented as",
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          "text": "Fraud and duplication decisions MUST use proportionate multi-signal",
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          "blockId": "CH08-MB0106",
          "type": "paragraph",
          "text": "review and MUST NOT automatically treat VPN use, shared devices,",
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          "type": "paragraph",
          "text": "institutional networks, or accessibility tools as fabrication.",
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          "text": "Participant evidence MUST remain verifiable without unnecessarily",
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          "text": "Every participant-selection and weighting decision MUST be versioned and",
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          "blockId": "CH08-MB0112",
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          "text": "attributable to an accountable human or organisation.",
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          "text": "Normative Turkish equivalent:",
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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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          "text": "Cada observación GEO-1000 DEBE mantener un camino de selección de participantes auditable",
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          "text": "desde la población objetivo y el marco de muestreo hasta la selección,",
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          "text": "exclusión y ponderación final.",
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          "text": "La selección aleatoria dentro del panel NO DEBE representarse como selección aleatoria",
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          "text": "desde la población objetivo global a menos que el mecanismo de inclusión de la población completa",
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          "text": "respalde esa afirmación.",
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          "text": "El reclutamiento de participantes, la asignación, la compensación, la validación,",
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          "text": "la sustitución, la exclusión y la ponderación DEBEN permanecer independientes de si",
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          "text": "la respuesta de la IA es positiva, negativa, correcta, incorrecta, rechazada,",
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          "text": "observaciones de productos de IA DEBEN permanecer como unidades distintas.",
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          "text": "Probabilidad, opción de participación, convocatoria abierta, proporcionado por el cliente, institucional e híbrido",
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          "text": "no respuesta, tamaño efectivo de la muestra y análisis de sensibilidad DEBEN permanecer",
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          "text": "Las decisiones sobre fraude y duplicación DEBEN usar señales múltiples proporcionales",
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          "blockId": "CH08-MB0106",
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          "text": "revisar y NO DEBE tratar automáticamente el uso de VPN, dispositivos compartidos,",
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          "text": "La evidencia del participante DEBE seguir siendo verificable sin innecesariamente",
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          "blockId": "CH08-MB0109",
          "type": "paragraph",
          "text": "revelar la identidad, las credenciales de la cuenta, las conversaciones privadas, o",
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          "text": "Cada decisión de selección de participantes y ponderación DEBE ser versionada y",
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          "text": "Equivalente normativo en turco:",
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          "text": "Cada observación GEO-1000 debe llevar un camino verificable de selección de participantes desde la población objetivo y el marco de muestreo a través de selección, invitación, consentimiento, asignación, finalización, verificación del protocolo, exclusión y ponderación final. La selección aleatoria dentro del panel no puede presentarse como selección aleatoria de la población objetivo global a menos que el mecanismo completo de participación de la población lo respalde. La selección, recompensa, verificación, modificación, exclusión y ponderación del participante no pueden depender de si la respuesta de la IA es positiva, negativa, correcta, incorrecta, rechazada, crítica o comercialmente viable. La ponderación puede reducir el desequilibrio observado; no puede hacer que las personas que están completamente ausentes del marco de muestreo aparezcan como observadas.",
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        {
          "blockId": "CH09-MB0081",
          "type": "paragraph",
          "text": "\"systemSettingsCaptured\": true,",
          "sourceParagraph": 1838
        },
        {
          "blockId": "CH09-MB0082",
          "type": "paragraph",
          "text": "\"evidenceConfidence\": \"MEDIUM\"",
          "sourceParagraph": 1839
        },
        {
          "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",
          "text": "\"recordValidatedBy\": \"SYSTEM_CONFIGURATION_REVIEWER\"",
          "sourceParagraph": 1843
        },
        {
          "blockId": "CH09-MB0087",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1844
        },
        {
          "blockId": "CH09-MB0088",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1845
        },
        {
          "blockId": "CH09-MB0089",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1846
        },
        {
          "blockId": "CH09-MB0090",
          "type": "paragraph",
          "text": "This record:",
          "sourceParagraph": 1847
        },
        {
          "blockId": "CH09-MB0091",
          "type": "paragraph",
          "text": "to the actual provider,",
          "sourceParagraph": 1848
        },
        {
          "blockId": "CH09-MB0092",
          "type": "paragraph",
          "text": "to the real model,",
          "sourceParagraph": 1849
        },
        {
          "blockId": "CH09-MB0093",
          "type": "paragraph",
          "text": "to the real product",
          "sourceParagraph": 1850
        },
        {
          "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.",
          "sourceParagraph": 1852
        },
        {
          "blockId": "CH09-MB0096",
          "type": "paragraph",
          "text": "55. MACHINE-READABLE COMPARISON RECORD",
          "sourceParagraph": 1854
        },
        {
          "blockId": "CH09-MB0097",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 1855
        },
        {
          "blockId": "CH09-MB0098",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 1856
        },
        {
          "blockId": "CH09-MB0099",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 1857
        },
        {
          "blockId": "CH09-MB0100",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 1858
        },
        {
          "blockId": "CH09-MB0101",
          "type": "paragraph",
          "text": "\"comparisonRecord\": {",
          "sourceParagraph": 1859
        },
        {
          "blockId": "CH09-MB0102",
          "type": "paragraph",
          "text": "\"comparisonId\": \"NGCMP-SYNTH-001\",",
          "sourceParagraph": 1860
        },
        {
          "blockId": "CH09-MB0103",
          "type": "paragraph",
          "text": "\"comparisonQuestion\": \"Which consumer AI product produces more accurate entity representation under matched clean-session conditions?\",",
          "sourceParagraph": 1861
        },
        {
          "blockId": "CH09-MB0104",
          "type": "paragraph",
          "text": "\"systemA\": \"NGAI-SYNTH-ORION-WEB-PAID-W1-002\",",
          "sourceParagraph": 1862
        },
        {
          "blockId": "CH09-MB0105",
          "type": "paragraph",
          "text": "\"systemB\": \"NGAI-SYNTH-HELIOS-WEB-FREE-W1-003\",",
          "sourceParagraph": 1863
        },
        {
          "blockId": "CH09-MB0106",
          "type": "paragraph",
          "text": "\"comparisonLevel\": \"CP-4\",",
          "sourceParagraph": 1864
        },
        {
          "blockId": "CH09-MB0107",
          "type": "paragraph",
          "text": "\"matchedDimensions\": {",
          "sourceParagraph": 1865
        },
        {
          "blockId": "CH09-MB0108",
          "type": "paragraph",
          "text": "\"entityRecordVersion\": true,",
          "sourceParagraph": 1866
        },
        {
          "blockId": "CH09-MB0109",
          "type": "paragraph",
          "text": "\"truthPackVersion\": true,",
          "sourceParagraph": 1867
        },
        {
          "blockId": "CH09-MB0110",
          "type": "paragraph",
          "text": "\"promptVersion\": true,",
          "sourceParagraph": 1868
        },
        {
          "blockId": "CH09-MB0111",
          "type": "paragraph",
          "text": "\"country\": true,",
          "sourceParagraph": 1869
        },
        {
          "blockId": "CH09-MB0112",
          "type": "paragraph",
          "text": "\"locale\": true,",
          "sourceParagraph": 1870
        },
        {
          "blockId": "CH09-MB0113",
          "type": "paragraph",
          "text": "\"language\": true,",
          "sourceParagraph": 1871
        },
        {
          "blockId": "CH09-MB0114",
          "type": "paragraph",
          "text": "\"measurementWindow\": true,",
          "sourceParagraph": 1872
        },
        {
          "blockId": "CH09-MB0115",
          "type": "paragraph",
          "text": "\"populationFrame\": true,",
          "sourceParagraph": 1873
        },
        {
          "blockId": "CH09-MB0116",
          "type": "paragraph",
          "text": "\"newConversation\": true,",
          "sourceParagraph": 1874
        },
        {
          "blockId": "CH09-MB0117",
          "type": "paragraph",
          "text": "\"persistentMemoryOff\": true,",
          "sourceParagraph": 1875
        },
        {
          "blockId": "CH09-MB0118",
          "type": "paragraph",
          "text": "\"customInstructionsOff\": true,",
          "sourceParagraph": 1876
        },
        {
          "blockId": "CH09-MB0119",
          "type": "paragraph",
          "text": "\"webAccess\": true,",
          "sourceParagraph": 1877
        },
        {
          "blockId": "CH09-MB0120",
          "type": "paragraph",
          "text": "\"citationMode\": true",
          "sourceParagraph": 1878
        },
        {
          "blockId": "CH09-MB0121",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1879
        },
        {
          "blockId": "CH09-MB0122",
          "type": "paragraph",
          "text": "\"unmatchedDimensions\": {",
          "sourceParagraph": 1880
        },
        {
          "blockId": "CH09-MB0123",
          "type": "paragraph",
          "text": "\"provider\": true,",
          "sourceParagraph": 1881
        },
        {
          "blockId": "CH09-MB0124",
          "type": "paragraph",
          "text": "\"plan\": true,",
          "sourceParagraph": 1882
        },
        {
          "blockId": "CH09-MB0125",
          "type": "paragraph",
          "text": "\"displayedModel\": true,",
          "sourceParagraph": 1883
        },
        {
          "blockId": "CH09-MB0126",
          "type": "paragraph",
          "text": "\"userInterfaceDetails\": true",
          "sourceParagraph": 1884
        },
        {
          "blockId": "CH09-MB0127",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1885
        },
        {
          "blockId": "CH09-MB0128",
          "type": "paragraph",
          "text": "\"allowedClaims\": [",
          "sourceParagraph": 1886
        },
        {
          "blockId": "CH09-MB0129",
          "type": "paragraph",
          "text": "\"CONSUMER_PRODUCT_REPRESENTATION_COMPARISON\",",
          "sourceParagraph": 1887
        },
        {
          "blockId": "CH09-MB0130",
          "type": "paragraph",
          "text": "\"MATCHED_CLEAN_SESSION_RESULT\"",
          "sourceParagraph": 1888
        },
        {
          "blockId": "CH09-MB0131",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1889
        },
        {
          "blockId": "CH09-MB0132",
          "type": "paragraph",
          "text": "\"prohibitedClaims\": [",
          "sourceParagraph": 1890
        },
        {
          "blockId": "CH09-MB0133",
          "type": "paragraph",
          "text": "\"PURE_BASE_MODEL_SUPERIORITY\",",
          "sourceParagraph": 1891
        },
        {
          "blockId": "CH09-MB0134",
          "type": "paragraph",
          "text": "\"GLOBAL_NATIVE_REACH_SUPERIORITY\",",
          "sourceParagraph": 1892
        },
        {
          "blockId": "CH09-MB0135",
          "type": "paragraph",
          "text": "\"PERMANENT_PRODUCT_SUPERIORITY\"",
          "sourceParagraph": 1893
        },
        {
          "blockId": "CH09-MB0136",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1894
        },
        {
          "blockId": "CH09-MB0137",
          "type": "paragraph",
          "text": "\"nativeReachComparison\": false,",
          "sourceParagraph": 1895
        },
        {
          "blockId": "CH09-MB0138",
          "type": "paragraph",
          "text": "\"commonSupportComparison\": true,",
          "sourceParagraph": 1896
        },
        {
          "blockId": "CH09-MB0139",
          "type": "paragraph",
          "text": "\"replicationStatus\": \"SINGLE_WAVE\",",
          "sourceParagraph": 1897
        },
        {
          "blockId": "CH09-MB0140",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 1898
        },
        {
          "blockId": "CH09-MB0141",
          "type": "paragraph",
          "text": "\"comparisonOwnerRole\": \"COMPARABILITY_ADJUDICATOR\",",
          "sourceParagraph": 1899
        },
        {
          "blockId": "CH09-MB0142",
          "type": "paragraph",
          "text": "\"approvedBeforePublicRanking\": true",
          "sourceParagraph": 1900
        },
        {
          "blockId": "CH09-MB0143",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1901
        },
        {
          "blockId": "CH09-MB0144",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1902
        },
        {
          "blockId": "CH09-MB0145",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1903
        },
        {
          "blockId": "CH09-MB0146",
          "type": "paragraph",
          "text": "56. MACHINE-READABLE RULE OF THE SECTION",
          "sourceParagraph": 1905
        },
        {
          "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:",
          "sourceParagraph": 1910
        },
        {
          "blockId": "CH09-MB0151",
          "type": "paragraph",
          "text": "- provider,",
          "sourceParagraph": 1912
        },
        {
          "blockId": "CH09-MB0152",
          "type": "paragraph",
          "text": "- product,",
          "sourceParagraph": 1913
        },
        {
          "blockId": "CH09-MB0153",
          "type": "paragraph",
          "text": "- user surface,",
          "sourceParagraph": 1914
        },
        {
          "blockId": "CH09-MB0154",
          "type": "paragraph",
          "text": "- plan,",
          "sourceParagraph": 1915
        },
        {
          "blockId": "CH09-MB0155",
          "type": "paragraph",
          "text": "- displayed or verified model identity,",
          "sourceParagraph": 1916
        },
        {
          "blockId": "CH09-MB0156",
          "type": "paragraph",
          "text": "- model-identity confidence,",
          "sourceParagraph": 1917
        },
        {
          "blockId": "CH09-MB0157",
          "type": "paragraph",
          "text": "- retrieval and web configuration,",
          "sourceParagraph": 1918
        },
        {
          "blockId": "CH09-MB0158",
          "type": "paragraph",
          "text": "- citation capability and use,",
          "sourceParagraph": 1919
        },
        {
          "blockId": "CH09-MB0159",
          "type": "paragraph",
          "text": "- tool access and use,",
          "sourceParagraph": 1920
        },
        {
          "blockId": "CH09-MB0160",
          "type": "paragraph",
          "text": "- session state,",
          "sourceParagraph": 1921
        },
        {
          "blockId": "CH09-MB0161",
          "type": "paragraph",
          "text": "- memory,",
          "sourceParagraph": 1922
        },
        {
          "blockId": "CH09-MB0162",
          "type": "paragraph",
          "text": "- custom instructions,",
          "sourceParagraph": 1923
        },
        {
          "blockId": "CH09-MB0163",
          "type": "paragraph",
          "text": "- prior context,",
          "sourceParagraph": 1924
        },
        {
          "blockId": "CH09-MB0164",
          "type": "paragraph",
          "text": "- personalisation,",
          "sourceParagraph": 1925
        },
        {
          "blockId": "CH09-MB0165",
          "type": "paragraph",
          "text": "- country,",
          "sourceParagraph": 1926
        },
        {
          "blockId": "CH09-MB0166",
          "type": "paragraph",
          "text": "- locale,",
          "sourceParagraph": 1927
        },
        {
          "blockId": "CH09-MB0167",
          "type": "paragraph",
          "text": "- language,",
          "sourceParagraph": 1928
        },
        {
          "blockId": "CH09-MB0168",
          "type": "paragraph",
          "text": "- deployment state,",
          "sourceParagraph": 1929
        },
        {
          "blockId": "CH09-MB0169",
          "type": "paragraph",
          "text": "- measurement time,",
          "sourceParagraph": 1930
        },
        {
          "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",
          "sourceParagraph": 1933
        },
        {
          "blockId": "CH09-MB0172",
          "type": "paragraph",
          "text": "system, and user-facing product MUST NOT be treated as interchangeable",
          "sourceParagraph": 1934
        },
        {
          "blockId": "CH09-MB0173",
          "type": "paragraph",
          "text": "identities.",
          "sourceParagraph": 1935
        },
        {
          "blockId": "CH09-MB0174",
          "type": "paragraph",
          "text": "Feature availability MUST remain distinct from feature use.",
          "sourceParagraph": 1937
        },
        {
          "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,",
          "sourceParagraph": 1944
        },
        {
          "blockId": "CH09-MB0180",
          "type": "paragraph",
          "text": "language, country, time, session, plan, interface, retrieval, tools,",
          "sourceParagraph": 1945
        },
        {
          "blockId": "CH09-MB0181",
          "type": "paragraph",
          "text": "reference records, and adjudication rules.",
          "sourceParagraph": 1946
        },
        {
          "blockId": "CH09-MB0182",
          "type": "paragraph",
          "text": "The same provider or displayed model MUST NOT create an automatic",
          "sourceParagraph": 1948
        },
        {
          "blockId": "CH09-MB0183",
          "type": "paragraph",
          "text": "assumption of comparability.",
          "sourceParagraph": 1949
        },
        {
          "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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        },
        {
          "blockId": "CH09-MB0186",
          "type": "paragraph",
          "text": "product behaviour.",
          "sourceParagraph": 1953
        },
        {
          "blockId": "CH09-MB0187",
          "type": "paragraph",
          "text": "Material product changes during a measurement wave MUST create a separate",
          "sourceParagraph": 1955
        },
        {
          "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",
          "sourceParagraph": 1958
        },
        {
          "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.",
          "sourceParagraph": 1962
        },
        {
          "blockId": "CH09-MB0193",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
          "sourceParagraph": 1963
        },
        {
          "blockId": "CH09-MB0194",
          "type": "paragraph",
          "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.",
          "sourceParagraph": 1964
        }
      ],
      "normativeRuleLocalized": "Cada observación GEO-1000 DEBE estar vinculada a un registro versionado del Registro del Sistema de IA que describa la instancia del producto medida, incluyendo, según corresponda: - proveedor, - producto, - interfaz de usuario, - plan, - identidad del modelo mostrada o verificada, - confianza en la identidad del modelo, - configuración de recuperación y web, - capacidad y uso de citación, - acceso y uso de herramientas, - estado de la sesión, - memoria, - instrucciones personalizadas, - contexto previo, - personalización, - país, - configuración regional, - idioma, - estado de implementación, - tiempo de medición, - y cambios del sistema conocidos u observados. El nombre del proveedor, el nombre del producto, la etiqueta del modelo mostrado, el modelo base, el sistema de recuperación y el producto orientado al usuario NO DEBEN ser tratados como identidades intercambiables. La disponibilidad de funciones DEBE mantenerse distinta del uso de funciones. Los resultados de productos en vivo NO DEBEN representarse como resultados de modelos congelados, y los resultados de modelos congelados NO DEBEN representarse como la experiencia completa del producto para el consumidor. Las comparaciones DEBEN definir su objeto y recibir un nivel de comparabilidad divulgado basado en entidad coincidente, prompt, población, idioma, país, tiempo, sesión, plan, interfaz, recuperación, herramientas, registros de referencia y reglas de adjudicación. El mismo proveedor o modelo mostrado NO DEBE crear una suposición automática de comparabilidad. Se PUEDEN comparar diferentes proveedores cuando las condiciones orientadas al usuario estén suficientemente alineadas y la afirmación resultante se limite al comportamiento del producto medido. Los cambios materiales del producto durante una fase de medición DEBEN crear un estado del sistema separado, sub-fase, factor de cambio modelado, o prompt de estado mixto. Los campos de configuración desconocidos DEBEN permanecer DESCONOCIDOS y NO DEBEN ser imputados como controlados o equivalentes. Cada decisión del registro del sistema y de comparabilidad DEBE estar versionada y ser atribuible a un humano u organización responsable.",
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          "text": "54. REGISTRO DE SISTEMA DE IA LEGIBLE POR MÁQUINA",
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          "text": "\"COMPARACIÓN_DE_REPRESENTACIÓN_DE_PRODUCTO_CONSUMIDOR\",",
          "sourceParagraph": 1887,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0130",
          "type": "paragraph",
          "text": "\"RESULTADO_DE_SESIÓN_LIMPIA_COINCIDENTE\"",
          "sourceParagraph": 1888,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0131",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1889,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0132",
          "type": "paragraph",
          "text": "\"prohibitedClaims\": [",
          "sourceParagraph": 1890,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0133",
          "type": "paragraph",
          "text": "\"SUPERIORIDAD_DE_MODELO_BASE_PURO\",",
          "sourceParagraph": 1891,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0134",
          "type": "paragraph",
          "text": "\"SUPERIORIDAD_DE_ALCANCE_NATIVO_GLOBAL\",",
          "sourceParagraph": 1892,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0135",
          "type": "paragraph",
          "text": "\"SUPERIORIDAD_DE_PRODUCTO_PERMANENTE\"",
          "sourceParagraph": 1893,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0136",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1894,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0137",
          "type": "paragraph",
          "text": "\"nativeReachComparison\": falso,",
          "sourceParagraph": 1895,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0138",
          "type": "paragraph",
          "text": "\"commonSupportComparison\": verdadero,",
          "sourceParagraph": 1896,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0139",
          "type": "paragraph",
          "text": "\"replicationStatus\": \"ONDA_UNICA\",",
          "sourceParagraph": 1897,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0140",
          "type": "paragraph",
          "text": "\"responsabilidad\": {",
          "sourceParagraph": 1898,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0141",
          "type": "paragraph",
          "text": "\"comparisonOwnerRole\": \"ADJUDICADOR_DE_COMPARABILIDAD\"",
          "sourceParagraph": 1899,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0142",
          "type": "paragraph",
          "text": "\"approvedBeforePublicRanking\": verdadero",
          "sourceParagraph": 1900,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0143",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1901,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0144",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1902,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0145",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1903,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0146",
          "type": "paragraph",
          "text": "56. REGLA LEGIBLE POR MÁQUINA DE LA SECCIÓN",
          "sourceParagraph": 1905,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0147",
          "type": "paragraph",
          "text": "ID DE REGLA: NOMOS-AUDITORÍA-CH09-R01",
          "sourceParagraph": 1906,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0148",
          "type": "paragraph",
          "text": "Cada observación GEO-1000 DEBE estar vinculada a un Sistema de IA versionado",
          "sourceParagraph": 1908,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0149",
          "type": "paragraph",
          "text": "Registro de registro que describe la instancia del producto medida, incluyendo como",
          "sourceParagraph": 1909,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0150",
          "type": "paragraph",
          "text": "aplicable:",
          "sourceParagraph": 1910,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0151",
          "type": "paragraph",
          "text": "- proveedor,",
          "sourceParagraph": 1912,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0152",
          "type": "paragraph",
          "text": "- producto,",
          "sourceParagraph": 1913,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0153",
          "type": "paragraph",
          "text": "- interfaz de usuario,",
          "sourceParagraph": 1914,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0154",
          "type": "paragraph",
          "text": "- plan,",
          "sourceParagraph": 1915,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0155",
          "type": "paragraph",
          "text": "- identidad del modelo mostrada o verificada,",
          "sourceParagraph": 1916,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0156",
          "type": "paragraph",
          "text": "- confianza en la identidad del modelo,",
          "sourceParagraph": 1917,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0157",
          "type": "paragraph",
          "text": "- configuración de recuperación y web,",
          "sourceParagraph": 1918,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0158",
          "type": "paragraph",
          "text": "- capacidad de citación y uso,",
          "sourceParagraph": 1919,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0159",
          "type": "paragraph",
          "text": "- acceso y uso de herramientas,",
          "sourceParagraph": 1920,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0160",
          "type": "paragraph",
          "text": "- estado de la sesión,",
          "sourceParagraph": 1921,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0161",
          "type": "paragraph",
          "text": "- memoria,",
          "sourceParagraph": 1922,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0162",
          "type": "paragraph",
          "text": "- instrucciones personalizadas,",
          "sourceParagraph": 1923,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0163",
          "type": "paragraph",
          "text": "- contexto previo,",
          "sourceParagraph": 1924,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0164",
          "type": "paragraph",
          "text": "- personalización,",
          "sourceParagraph": 1925,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0165",
          "type": "paragraph",
          "text": "- país,",
          "sourceParagraph": 1926,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0166",
          "type": "paragraph",
          "text": "- localidad,",
          "sourceParagraph": 1927,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0167",
          "type": "paragraph",
          "text": "- idioma,",
          "sourceParagraph": 1928,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0168",
          "type": "paragraph",
          "text": "- estado de despliegue,",
          "sourceParagraph": 1929,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0169",
          "type": "paragraph",
          "text": "- tiempo de medición,",
          "sourceParagraph": 1930,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0170",
          "type": "paragraph",
          "text": "- y cambios del sistema conocidos u observados.",
          "sourceParagraph": 1931,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0171",
          "type": "paragraph",
          "text": "Nombre del proveedor, nombre del producto, etiqueta de modelo mostrada, modelo base, sistema de recuperación",
          "sourceParagraph": 1933,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0172",
          "type": "paragraph",
          "text": "y producto orientado al usuario NO DEBEN tratarse como identidades intercambiables",
          "sourceParagraph": 1934,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0173",
          "type": "paragraph",
          "text": ".",
          "sourceParagraph": 1935,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0174",
          "type": "paragraph",
          "text": "La disponibilidad de funciones DEBE permanecer distinta del uso de funciones.",
          "sourceParagraph": 1937,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0175",
          "type": "paragraph",
          "text": "Los resultados del producto en vivo NO DEBEN representarse como resultados del modelo congelado, y",
          "sourceParagraph": 1939,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0176",
          "type": "paragraph",
          "text": "Los resultados del modelo congelado NO DEBEN representarse como un producto completo para el consumidor",
          "sourceParagraph": 1940,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0177",
          "type": "paragraph",
          "text": "experiencia.",
          "sourceParagraph": 1941,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0178",
          "type": "paragraph",
          "text": "Las comparaciones DEBEN definir su objeto y recibir un divulgado",
          "sourceParagraph": 1943,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0179",
          "type": "paragraph",
          "text": "nivel de comparabilidad basado en la entidad, el prompt y la población coincidentes,",
          "sourceParagraph": 1944,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0180",
          "type": "paragraph",
          "text": "idioma, país, hora, sesión, plan, interfaz, recuperación, herramientas,",
          "sourceParagraph": 1945,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0181",
          "type": "paragraph",
          "text": "registros de referencia y normas de adjudicación.",
          "sourceParagraph": 1946,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0182",
          "type": "paragraph",
          "text": "El mismo proveedor o modelo mostrado NO DEBE crear un automático",
          "sourceParagraph": 1948,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0183",
          "type": "paragraph",
          "text": "suposición de comparabilidad.",
          "sourceParagraph": 1949,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0184",
          "type": "paragraph",
          "text": "Se PUEDEN comparar diferentes proveedores cuando las condiciones que enfrenta el usuario son",
          "sourceParagraph": 1951,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0185",
          "type": "paragraph",
          "text": "suficientemente alineado y la afirmación resultante se limita a lo medido",
          "sourceParagraph": 1952,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0186",
          "type": "paragraph",
          "text": "comportamiento del producto.",
          "sourceParagraph": 1953,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0187",
          "type": "paragraph",
          "text": "Los cambios de producto material durante una ola de medición DEBEN crear un separado",
          "sourceParagraph": 1955,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0188",
          "type": "paragraph",
          "text": "estado del sistema, sub-onda, factor de cambio modelado o advertencia de estado mixto.",
          "sourceParagraph": 1956,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0189",
          "type": "paragraph",
          "text": "Los campos de configuración desconocidos DEBEN permanecer DESCONOCIDOS y NO DEBEN ser imputados",
          "sourceParagraph": 1958,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0190",
          "type": "paragraph",
          "text": "como controlado o equivalente.",
          "sourceParagraph": 1959,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0191",
          "type": "paragraph",
          "text": "Cada decisión de registro del sistema y de compatibilidad DEBE tener versión y",
          "sourceParagraph": 1961,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0192",
          "type": "paragraph",
          "text": "atribuible a un ser humano u organización responsable.",
          "sourceParagraph": 1962,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0193",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
          "sourceParagraph": 1963,
          "language": "es-ES"
        },
        {
          "blockId": "CH09-MB0194",
          "type": "paragraph",
          "text": "Cada observación GEO-1000 debe estar vinculada a un registro del Registro del Sistema de IA versionado que contenga, en la medida de lo relevante, proveedor, producto, interfaz de usuario, plan, ID de modelo visible o verificado, confianza en el ID del modelo, configuración de recuperación y web, capacidad de citación y uso, acceso a herramientas, estado de la sesión, memoria, instrucciones personalizadas, contexto previo, personalización, país, configuración regional, idioma, estado de despliegue, tiempo de medición y cambios conocidos del sistema. El nombre del proveedor, el nombre del producto, la etiqueta de modelo visible, el modelo base, el sistema de recuperación y el producto del usuario no pueden usarse indistintamente. El mismo proveedor o etiqueta de modelo no crea comparabilidad automática. Diferentes proveedores son comparables en cuanto al comportamiento medido del producto cuando las condiciones del usuario se ajustan adecuadamente.",
          "sourceParagraph": 1964,
          "language": "es-ES"
        }
      ]
    },
    {
      "chapter": 10,
      "chapterId": "NOMOS-GEO-AUDIT-CH10",
      "title": "La constitución del prompt",
      "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.",
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          "blockId": "CH10-MB0001",
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          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
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          "text": "{",
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          "text": "\"excludedTasks\": [",
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          "text": "\"RECOMMENDATION\",",
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          "text": "\"LEADERSHIP\",",
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          "blockId": "CH10-MB0014",
          "type": "paragraph",
          "text": "\"presuppositionPolicy\": \"NO_UNVERIFIED_QUALITY_OR_AUTHORITY_ASSUMPTION\"",
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        },
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          "text": "\"language\": \"tr\",",
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          "text": "},",
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          "text": "\"languageVersions\": [",
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          "text": "{",
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          "text": "\"language\": \"tr\",",
          "sourceParagraph": 2070
        },
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          "type": "paragraph",
          "text": "\"locale\": \"tr-TR\",",
          "sourceParagraph": 2071
        },
        {
          "blockId": "CH10-MB0027",
          "type": "paragraph",
          "text": "\"Which parent organisation is Apple.com associated with, and what are the main activities of this organisation?\"",
          "sourceParagraph": 2072
        },
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          "blockId": "CH10-MB0028",
          "type": "paragraph",
          "text": "\"equivalenceLevel\": \"PE-4\",",
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          "blockId": "CH10-MB0029",
          "type": "paragraph",
          "text": "\"entityAnchorEquivalence\": 2,",
          "sourceParagraph": 2074
        },
        {
          "blockId": "CH10-MB0030",
          "type": "paragraph",
          "text": "\"intentEquivalence\": 2,",
          "sourceParagraph": 2075
        },
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          "blockId": "CH10-MB0031",
          "type": "paragraph",
          "text": "\"speechActEquivalence\": 2,",
          "sourceParagraph": 2076
        },
        {
          "blockId": "CH10-MB0032",
          "type": "paragraph",
          "text": "\"scopeEquivalence\": 2,",
          "sourceParagraph": 2077
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          "blockId": "CH10-MB0033",
          "type": "paragraph",
          "text": "\"presuppositionEquivalence\": 2,",
          "sourceParagraph": 2078
        },
        {
          "blockId": "CH10-MB0034",
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          "text": "\"epistemicBurdenEquivalence\": 2,",
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        },
        {
          "blockId": "CH10-MB0035",
          "type": "paragraph",
          "text": "\"localPilotStatus\": \"PASSED\",",
          "sourceParagraph": 2080
        },
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          "blockId": "CH10-MB0036",
          "type": "paragraph",
          "text": "\"integrityHash\": \"SYNTHETIC-HASH-TR-001\"",
          "sourceParagraph": 2081
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          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2083
        },
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          "blockId": "CH10-MB0039",
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          "text": "\"language\": \"en\",",
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          "text": "\"text\": \"Which principal organisation is associated with apple.com, and what are its primary activities?\",",
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          "text": "\"intentEquivalence\": 2,",
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          "text": "\"speechActEquivalence\": 2,",
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          "text": "\"scopeEquivalence\": 2,",
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          "text": "\"presuppositionEquivalence\": 2,",
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          "text": "\"epistemicBurdenEquivalence\": 2,",
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          "text": "\"localPilotStatus\": \"PASSED\",",
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          "text": "],",
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          "text": "\"delivery\": {",
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          "text": "\"clarificationPath\": \"SINGLE_TURN_CAPTURE_ONLY\",",
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          "text": "\"sets\": {",
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        },
        {
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          "type": "paragraph",
          "text": "\"publicNormativeSet\": true,",
          "sourceParagraph": 2107
        },
        {
          "blockId": "CH10-MB0063",
          "type": "paragraph",
          "text": "\"sealedValidationSet\": false,",
          "sourceParagraph": 2108
        },
        {
          "blockId": "CH10-MB0064",
          "type": "paragraph",
          "text": "\"holdoutStatus\": \"NOT_APPLICABLE\"",
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          "blockId": "CH10-MB0065",
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          "text": "},",
          "sourceParagraph": 2110
        },
        {
          "blockId": "CH10-MB0066",
          "type": "paragraph",
          "text": "\"governance\": {",
          "sourceParagraph": 2111
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          "blockId": "CH10-MB0067",
          "type": "paragraph",
          "text": "\"draftedByRole\": \"PROMPT_METHODS_LEAD\",",
          "sourceParagraph": 2112
        },
        {
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          "type": "paragraph",
          "text": "\"translatedByRole\": \"TARGET_LANGUAGE_TRANSLATOR\",",
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        },
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          "text": "\"backTranslatedByIndependentRole\": true,",
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        },
        {
          "blockId": "CH10-MB0070",
          "type": "paragraph",
          "text": "\"equivalenceApprovedByRole\": \"PROMPT_EQUIVALENCE_ADJUDICATOR\",",
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        },
        {
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          "text": "\"lockedAt\": \"2026-08-18T09:00:00Z\",",
          "sourceParagraph": 2116
        },
        {
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          "type": "paragraph",
          "text": "\"resultInspectionBeforeLock\": false",
          "sourceParagraph": 2117
        },
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2118
        },
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          "blockId": "CH10-MB0074",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2119
        },
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          "blockId": "CH10-MB0075",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2120
        },
        {
          "blockId": "CH10-MB0076",
          "type": "paragraph",
          "text": "This record:",
          "sourceParagraph": 2121
        },
        {
          "blockId": "CH10-MB0077",
          "type": "paragraph",
          "text": "This is not a real Apple audit,",
          "sourceParagraph": 2122
        },
        {
          "blockId": "CH10-MB0078",
          "type": "paragraph",
          "text": "This is not a real prompt validation work,",
          "sourceParagraph": 2123
        },
        {
          "blockId": "CH10-MB0079",
          "type": "paragraph",
          "text": "It is a machine-readable synthetic representation of the Prompt Constitution.",
          "sourceParagraph": 2124
        },
        {
          "blockId": "CH10-MB0080",
          "type": "paragraph",
          "text": "76. MACHINE-READABLE PROMPT OBSERVATION RECORD",
          "sourceParagraph": 2126
        },
        {
          "blockId": "CH10-MB0081",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
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        },
        {
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          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2128
        },
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          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
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        },
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          "text": "\"protocolVersion\": \"0.9.0\",",
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        },
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          "text": "\"promptObservation\": {",
          "sourceParagraph": 2131
        },
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          "type": "paragraph",
          "text": "\"observationId\": \"NGO-SYNTH-000184\",",
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        },
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          "text": "\"promptId\": \"NGP-CORE-MIRROR-APPLE-SYNTH-001\",",
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        },
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          "type": "paragraph",
          "text": "\"promptVersion\": \"1.0.0\",",
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        },
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          "text": "\"language\": \"tr\",",
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        },
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          "text": "\"locale\": \"tr-TR\",",
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        },
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          "text": "\"assignedTextHash\": \"SYNTHETIC-HASH-TR-001\",",
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        },
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        },
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          "text": "\"promptValidity\": \"PV-1\",",
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        },
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          "text": "\"promptOrder\": 1,",
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        },
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          "text": "\"conversationTurn\": 1,",
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        },
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          "text": "\"clarificationUsed\": false,",
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        },
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          "text": "\"participantEdited\": false,",
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        },
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          "text": "\"systemTransformationObserved\": false,",
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        },
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          "text": "\"accountability\": {",
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          "text": "\"promptValidityReviewerRole\": \"BLINDED_PROMPT_VALIDATOR\"",
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          "text": "77. MACHINE-READABLE RULE OF THE SECTION",
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          "text": "RULE ID: NOMOS-AUDIT-CH10-R01",
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          "text": "Every GEO-1000 prompt MUST be linked to a versioned Prompt Registry record",
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        },
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          "text": "and normative equivalence rather than literal word-for-word identity.",
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      "normativeRuleLocalized": "Cada prompt GEO-1000 DEBE estar vinculada a un registro del Registro de prompts versionado que defina: - la pregunta de investigación, - el estimando, - la familia de prompts, - la intención canónica, - el ancla de entidad, - la intención del usuario, - el acto de habla, - el alcance, - el marco geográfico y temporal, - las presuposiciones, - los requisitos de evidencia y fuente, - el formato de respuesta, - el idioma, - la localidad, - el estado de equivalencia, - la versión, - y el registro de integridad. Dentro de la misma celda de prompt de idioma-localidad, los participantes DEBEN recibir el mismo texto de prompt fijado. A través de idiomas y localidades, las prompts DEBEN preservar la equivalencia semántica, funcional y normativa más que la identidad literal palabra por palabra. Ancla de entidad, intención del usuario, acto de habla, alcance, presuposición y carga epistémica son puertas de equivalencia no compensatorias. La traducción automática o la retrotraducción por sí solas NO DEBEN establecer equivalencia de prompt. Identidad central, evidencia, recomendación, comparación, temporal, local, límite, robustez, control y prompts de retención DEBEN permanecer como familias de prompts distintas. Los prompts que lideran, que contienen respuestas, que son presuposicionalmente positivos o negativos, que están limitados por la fuente, limitados por el formato o de recomendación NO DEBEN ser evaluados silenciosamente como prompts de Núcleo Espejo neutrales. Los conjuntos de prompts, versiones de idioma, reglas de asignación, rutas de aclaración, ordenamiento y compromisos de retención DEBEN estar fijados antes de que se observen las respuestas de IA. La selección de prompts después del resultado, la eliminación de familias de prompts, la edición silenciosa a mitad de la ola y la reformulación orientada al resultado están prohibidas. La prompt asignada al participante y la prompt realmente enviada al producto de IA DEBEN ser verificadas por integridad. Se prohíben las instrucciones ocultas, los caracteres invisibles o la manipulación no divulgada que dirija a la IA hacia una entidad, afirmación, cita o recomendación preferida. Cada cambio de prompt, decisión de traducción, juicio de equivalencia y registro DEBE ser versionado y atribuible a un humano u organización responsable.",
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          "text": "Cada solicitud GEO-1000 debe estar vinculada al Registro de Solicitudes versionado que define la pregunta de investigación, la cantidad estimada, la familia de solicitudes, la intención canónica, el ancla de entidad, la intención del usuario, el tipo de tarea, el alcance, el marco geográfico y temporal, las suposiciones, la fuente y la solicitud de evidencia, el formato de respuesta, el idioma y la localidad, el estado de equivalencia, la versión y el registro de integridad. Los usuarios en la misma celda de idioma-localidad deben recibir el mismo texto fijado; entre idiomas, se debe preservar la equivalencia semántica, funcional y normativa, no la igualdad palabra por palabra. Los conjuntos de solicitudes, las traducciones, las reglas de asignación, los caminos de aclaración y los registros de retención deben estar fijados antes de que se vean las respuestas de la IA.",
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    {
      "chapter": 11,
      "chapterId": "NOMOS-GEO-AUDIT-CH11",
      "title": "El panel controlado en condiciones depuradas y el panel de usuarios en condiciones reales",
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      "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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          "type": "paragraph",
          "text": "\"promptIsFirstUserMessage\": true,",
          "sourceParagraph": 2052
        },
        {
          "blockId": "CH11-MB0072",
          "type": "paragraph",
          "text": "\"persistentMemory\": \"MS-4\",",
          "sourceParagraph": 2053
        },
        {
          "blockId": "CH11-MB0073",
          "type": "paragraph",
          "text": "\"customInstructions\": \"CI-3\",",
          "sourceParagraph": 2054
        },
        {
          "blockId": "CH11-MB0074",
          "type": "paragraph",
          "text": "\"priorConversationContext\": false,",
          "sourceParagraph": 2055
        },
        {
          "blockId": "CH11-MB0075",
          "type": "paragraph",
          "text": "\"priorEntityConversation\": \"POSSIBLE\",",
          "sourceParagraph": 2056
        },
        {
          "blockId": "CH11-MB0076",
          "type": "paragraph",
          "text": "\"enterpriseWorkspace\": false,",
          "sourceParagraph": 2057
        },
        {
          "blockId": "CH11-MB0077",
          "type": "paragraph",
          "text": "\"webMode\": \"USER_NATURAL_STATE\",",
          "sourceParagraph": 2058
        },
        {
          "blockId": "CH11-MB0078",
          "type": "paragraph",
          "text": "\"toolMode\": \"USER_NATURAL_STATE\",",
          "sourceParagraph": 2059
        },
        {
          "blockId": "CH11-MB0079",
          "type": "paragraph",
          "text": "\"plan\": \"PAID\",",
          "sourceParagraph": 2060
        },
        {
          "blockId": "CH11-MB0080",
          "type": "paragraph",
          "text": "\"surface\": \"WEB\",",
          "sourceParagraph": 2061
        },
        {
          "blockId": "CH11-MB0081",
          "type": "paragraph",
          "text": "\"accountAgeBand\": \"181_TO_365_DAYS\",",
          "sourceParagraph": 2062
        },
        {
          "blockId": "CH11-MB0082",
          "type": "paragraph",
          "text": "\"usageFrequency\": \"WEEKLY\",",
          "sourceParagraph": 2063
        },
        {
          "blockId": "CH11-MB0083",
          "type": "paragraph",
          "text": "\"firstUse\": false",
          "sourceParagraph": 2064
        },
        {
          "blockId": "CH11-MB0084",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2065
        },
        {
          "blockId": "CH11-MB0085",
          "type": "paragraph",
          "text": "\"measurement\": {",
          "sourceParagraph": 2066
        },
        {
          "blockId": "CH11-MB0086",
          "type": "paragraph",
          "text": "\"firstEligibleOutputRequired\": true,",
          "sourceParagraph": 2067
        },
        {
          "blockId": "CH11-MB0087",
          "type": "paragraph",
          "text": "\"responseRegenerationAllowed\": false,",
          "sourceParagraph": 2068
        },
        {
          "blockId": "CH11-MB0088",
          "type": "paragraph",
          "text": "\"followUpAllowed\": false,",
          "sourceParagraph": 2069
        },
        {
          "blockId": "CH11-MB0089",
          "type": "paragraph",
          "text": "\"promptValidityRequired\": \"PV-1\",",
          "sourceParagraph": 2070
        },
        {
          "blockId": "CH11-MB0090",
          "type": "paragraph",
          "text": "\"timestampUtc\": \"2026-08-18T12:05:00Z\"",
          "sourceParagraph": 2071
        },
        {
          "blockId": "CH11-MB0091",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2072
        },
        {
          "blockId": "CH11-MB0092",
          "type": "paragraph",
          "text": "\"privacy\": {",
          "sourceParagraph": 2073
        },
        {
          "blockId": "CH11-MB0093",
          "type": "paragraph",
          "text": "\"memoryContentCollected\": false,",
          "sourceParagraph": 2074
        },
        {
          "blockId": "CH11-MB0094",
          "type": "paragraph",
          "text": "\"customInstructionContentCollected\": false,",
          "sourceParagraph": 2075
        },
        {
          "blockId": "CH11-MB0095",
          "type": "paragraph",
          "text": "\"conversationHistoryCollected\": false,",
          "sourceParagraph": 2076
        },
        {
          "blockId": "CH11-MB0096",
          "type": "paragraph",
          "text": "\"highLevelStateOnly\": true",
          "sourceParagraph": 2077
        },
        {
          "blockId": "CH11-MB0097",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2078
        },
        {
          "blockId": "CH11-MB0098",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2079
        },
        {
          "blockId": "CH11-MB0099",
          "type": "paragraph",
          "text": "\"panelStateOwnerRole\": \"PANEL_STATE_METHODS_LEAD\",",
          "sourceParagraph": 2080
        },
        {
          "blockId": "CH11-MB0100",
          "type": "paragraph",
          "text": "\"validatedByRole\": \"BLINDED_PANEL_STATE_REVIEWER\"",
          "sourceParagraph": 2081
        },
        {
          "blockId": "CH11-MB0101",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2082
        },
        {
          "blockId": "CH11-MB0102",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2083
        },
        {
          "blockId": "CH11-MB0103",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2084
        },
        {
          "blockId": "CH11-MB0104",
          "type": "paragraph",
          "text": "79. MACHINE-READABLE PANEL COMPARISON RECORD",
          "sourceParagraph": 2086
        },
        {
          "blockId": "CH11-MB0105",
          "type": "paragraph",
          "text": "SYNTHETIC SCHEMA EXAMPLE",
          "sourceParagraph": 2087
        },
        {
          "blockId": "CH11-MB0106",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2088
        },
        {
          "blockId": "CH11-MB0107",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 2089
        },
        {
          "blockId": "CH11-MB0108",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2090
        },
        {
          "blockId": "CH11-MB0109",
          "type": "paragraph",
          "text": "\"panelComparison\": {",
          "sourceParagraph": 2091
        },
        {
          "blockId": "CH11-MB0110",
          "type": "paragraph",
          "text": "\"comparisonId\": \"NGPC-SYNTH-ORION-W1-001\",",
          "sourceParagraph": 2092
        },
        {
          "blockId": "CH11-MB0111",
          "type": "paragraph",
          "text": "\"controlledPanelRecord\": \"NGPS-SYNTH-ORION-TR-W1-001\",",
          "sourceParagraph": 2093
        },
        {
          "blockId": "CH11-MB0112",
          "type": "paragraph",
          "text": "\"naturalPanelRecord\": \"NGPS-SYNTH-ORION-TR-W1-002\",",
          "sourceParagraph": 2094
        },
        {
          "blockId": "CH11-MB0113",
          "type": "paragraph",
          "text": "\"comparabilityLevel\": \"CN-3\",",
          "sourceParagraph": 2095
        },
        {
          "blockId": "CH11-MB0114",
          "type": "paragraph",
          "text": "\"matchedDimensions\": {",
          "sourceParagraph": 2096
        },
        {
          "blockId": "CH11-MB0115",
          "type": "paragraph",
          "text": "\"aiProduct\": true,",
          "sourceParagraph": 2097
        },
        {
          "blockId": "CH11-MB0116",
          "type": "paragraph",
          "text": "\"promptVersion\": true,",
          "sourceParagraph": 2098
        },
        {
          "blockId": "CH11-MB0117",
          "type": "paragraph",
          "text": "\"entityTruthPack\": true,",
          "sourceParagraph": 2099
        },
        {
          "blockId": "CH11-MB0118",
          "type": "paragraph",
          "text": "\"country\": true,",
          "sourceParagraph": 2100
        },
        {
          "blockId": "CH11-MB0119",
          "type": "paragraph",
          "text": "\"locale\": true,",
          "sourceParagraph": 2101
        },
        {
          "blockId": "CH11-MB0120",
          "type": "paragraph",
          "text": "\"measurementWindow\": true,",
          "sourceParagraph": 2102
        },
        {
          "blockId": "CH11-MB0121",
          "type": "paragraph",
          "text": "\"adjudicationRules\": true",
          "sourceParagraph": 2103
        },
        {
          "blockId": "CH11-MB0122",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2104
        },
        {
          "blockId": "CH11-MB0123",
          "type": "paragraph",
          "text": "\"unmatchedDimensions\": {",
          "sourceParagraph": 2105
        },
        {
          "blockId": "CH11-MB0124",
          "type": "paragraph",
          "text": "\"memory\": true,",
          "sourceParagraph": 2106
        },
        {
          "blockId": "CH11-MB0125",
          "type": "paragraph",
          "text": "\"customInstructions\": true,",
          "sourceParagraph": 2107
        },
        {
          "blockId": "CH11-MB0126",
          "type": "paragraph",
          "text": "\"planDistribution\": false,",
          "sourceParagraph": 2108
        },
        {
          "blockId": "CH11-MB0127",
          "type": "paragraph",
          "text": "\"userHistory\": true,",
          "sourceParagraph": 2109
        },
        {
          "blockId": "CH11-MB0128",
          "type": "paragraph",
          "text": "\"toolState\": true",
          "sourceParagraph": 2110
        },
        {
          "blockId": "CH11-MB0129",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2111
        },
        {
          "blockId": "CH11-MB0130",
          "type": "paragraph",
          "text": "\"results\": {",
          "sourceParagraph": 2112
        },
        {
          "blockId": "CH11-MB0131",
          "type": "paragraph",
          "text": "\"controlledRepresentationScore\": 0.92,",
          "sourceParagraph": 2113
        },
        {
          "blockId": "CH11-MB0132",
          "type": "paragraph",
          "text": "\"naturalRepresentationScore\": 0.83,",
          "sourceParagraph": 2114
        },
        {
          "blockId": "CH11-MB0133",
          "type": "paragraph",
          "text": "\"signedNaturalGap\": -0.09,",
          "sourceParagraph": 2115
        },
        {
          "blockId": "CH11-MB0134",
          "type": "paragraph",
          "text": "\"absolutePanelGap\": 0.09,",
          "sourceParagraph": 2116
        },
        {
          "blockId": "CH11-MB0135",
          "type": "paragraph",
          "text": "\"controlledCriticalRate\": 0.002,",
          "sourceParagraph": 2117
        },
        {
          "blockId": "CH11-MB0136",
          "type": "paragraph",
          "text": "\"naturalCriticalRate\": 0.012,",
          "sourceParagraph": 2118
        },
        {
          "blockId": "CH11-MB0137",
          "type": "paragraph",
          "text": "\"criticalRateDifference\": 0.01",
          "sourceParagraph": 2119
        },
        {
          "blockId": "CH11-MB0138",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2120
        },
        {
          "blockId": "CH11-MB0139",
          "type": "paragraph",
          "text": "\"allowedClaims\": [",
          "sourceParagraph": 2121
        },
        {
          "blockId": "CH11-MB0140",
          "type": "paragraph",
          "text": "\"NATURAL_PANEL_RESULT_LOWER_THAN_CONTROLLED_REFERENCE\",",
          "sourceParagraph": 2122
        },
        {
          "blockId": "CH11-MB0141",
          "type": "paragraph",
          "text": "\"PANEL_STATE_ASSOCIATION_REQUIRES_FURTHER_DECOMPOSITION\"",
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        },
        {
          "blockId": "CH11-MB0142",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2124
        },
        {
          "blockId": "CH11-MB0143",
          "type": "paragraph",
          "text": "\"prohibitedClaims\": [",
          "sourceParagraph": 2125
        },
        {
          "blockId": "CH11-MB0144",
          "type": "paragraph",
          "text": "\"MEMORY_CAUSED_NINE_POINT_DECLINE\",",
          "sourceParagraph": 2126
        },
        {
          "blockId": "CH11-MB0145",
          "type": "paragraph",
          "text": "\"ALL_NATURAL_USERS_RECEIVE_WORSE_RESPONSES\",",
          "sourceParagraph": 2127
        },
        {
          "blockId": "CH11-MB0146",
          "type": "paragraph",
          "text": "\"BASE_MODEL_PERFORMANCE_DECLINED\"",
          "sourceParagraph": 2128
        },
        {
          "blockId": "CH11-MB0147",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2129
        },
        {
          "blockId": "CH11-MB0148",
          "type": "paragraph",
          "text": "\"replicationStatus\": \"SINGLE_WAVE\",",
          "sourceParagraph": 2130
        },
        {
          "blockId": "CH11-MB0149",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2131
        },
        {
          "blockId": "CH11-MB0150",
          "type": "paragraph",
          "text": "\"comparisonOwnerRole\": \"PANEL_COMPARABILITY_ADJUDICATOR\"",
          "sourceParagraph": 2132
        },
        {
          "blockId": "CH11-MB0151",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2133
        },
        {
          "blockId": "CH11-MB0152",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2134
        },
        {
          "blockId": "CH11-MB0153",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2135
        },
        {
          "blockId": "CH11-MB0154",
          "type": "paragraph",
          "text": "These records:",
          "sourceParagraph": 2136
        },
        {
          "blockId": "CH11-MB0155",
          "type": "paragraph",
          "text": "are not:",
          "sourceParagraph": 2137
        },
        {
          "blockId": "CH11-MB0156",
          "type": "paragraph",
          "text": "a real user,",
          "sourceParagraph": 2138
        },
        {
          "blockId": "CH11-MB0157",
          "type": "paragraph",
          "text": "a real AI product,",
          "sourceParagraph": 2139
        },
        {
          "blockId": "CH11-MB0158",
          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2140
        },
        {
          "blockId": "CH11-MB0159",
          "type": "paragraph",
          "text": "It is a machine-readable synthetic representation of the panel distinction.",
          "sourceParagraph": 2141
        },
        {
          "blockId": "CH11-MB0160",
          "type": "paragraph",
          "text": "MACHINE-READABLE RULE OF SECTION 80",
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        },
        {
          "blockId": "CH11-MB0161",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH11-R01",
          "sourceParagraph": 2144
        },
        {
          "blockId": "CH11-MB0162",
          "type": "paragraph",
          "text": "Controlled Clean Panel and Natural User Panel observations MUST remain",
          "sourceParagraph": 2146
        },
        {
          "blockId": "CH11-MB0163",
          "type": "paragraph",
          "text": "separate measurement populations, panel states, denominators, and public",
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        },
        {
          "blockId": "CH11-MB0164",
          "type": "paragraph",
          "text": "results.",
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        {
          "blockId": "CH11-MB0165",
          "type": "paragraph",
          "text": "A Controlled Clean Panel MUST define and verify, as applicable:",
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        },
        {
          "blockId": "CH11-MB0166",
          "type": "paragraph",
          "text": "- a new and separate conversation,",
          "sourceParagraph": 2152
        },
        {
          "blockId": "CH11-MB0167",
          "type": "paragraph",
          "text": "- absence of prior conversation context,",
          "sourceParagraph": 2153
        },
        {
          "blockId": "CH11-MB0168",
          "type": "paragraph",
          "text": "- persistent-memory state,",
          "sourceParagraph": 2154
        },
        {
          "blockId": "CH11-MB0169",
          "type": "paragraph",
          "text": "- custom-instruction state,",
          "sourceParagraph": 2155
        },
        {
          "blockId": "CH11-MB0170",
          "type": "paragraph",
          "text": "- enterprise or managed-workspace state,",
          "sourceParagraph": 2156
        },
        {
          "blockId": "CH11-MB0171",
          "type": "paragraph",
          "text": "- web, retrieval, and tool configuration,",
          "sourceParagraph": 2157
        },
        {
          "blockId": "CH11-MB0172",
          "type": "paragraph",
          "text": "- plan,",
          "sourceParagraph": 2158
        },
        {
          "blockId": "CH11-MB0173",
          "type": "paragraph",
          "text": "- user surface,",
          "sourceParagraph": 2159
        },
        {
          "blockId": "CH11-MB0174",
          "type": "paragraph",
          "text": "- prompt version,",
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        },
        {
          "blockId": "CH11-MB0175",
          "type": "paragraph",
          "text": "- and clean-state confidence.",
          "sourceParagraph": 2161
        },
        {
          "blockId": "CH11-MB0176",
          "type": "paragraph",
          "text": "A new conversation or temporary-session label MUST NOT, by itself, be",
          "sourceParagraph": 2163
        },
        {
          "blockId": "CH11-MB0177",
          "type": "paragraph",
          "text": "treated as proof that all persistent personalisation has been disabled.",
          "sourceParagraph": 2164
        },
        {
          "blockId": "CH11-MB0178",
          "type": "paragraph",
          "text": "A Natural User Panel MUST preserve the participant's authentic account,",
          "sourceParagraph": 2166
        },
        {
          "blockId": "CH11-MB0179",
          "type": "paragraph",
          "text": "plan, interface, memory, custom-instruction, and usage state while",
          "sourceParagraph": 2167
        },
        {
          "blockId": "CH11-MB0180",
          "type": "paragraph",
          "text": "retaining the locked prompt, first-eligible-output rule, evidence",
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        },
        {
          "blockId": "CH11-MB0181",
          "type": "paragraph",
          "text": "requirements, and non-regeneration rule.",
          "sourceParagraph": 2169
        },
        {
          "blockId": "CH11-MB0182",
          "type": "paragraph",
          "text": "Natural Account-State, Natural Conversation-State, First-Use, and Managed",
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        },
        {
          "blockId": "CH11-MB0183",
          "type": "paragraph",
          "text": "Natural observations MUST remain separately identified.",
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        },
        {
          "blockId": "CH11-MB0184",
          "type": "paragraph",
          "text": "Natural-state documentation MUST minimise private-data collection.",
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        },
        {
          "blockId": "CH11-MB0185",
          "type": "paragraph",
          "text": "Private instruction text, conversation history, identity, credentials,",
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        },
        {
          "blockId": "CH11-MB0186",
          "type": "paragraph",
          "text": "and sensitive personal content MUST NOT be collected unless separately",
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        },
        {
          "blockId": "CH11-MB0187",
          "type": "paragraph",
          "text": "necessary, consented, minimised, and access-controlled.",
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        },
        {
          "blockId": "CH11-MB0188",
          "type": "paragraph",
          "text": "User-generated entity-favourable or entity-adverse instructions MAY be",
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        },
        {
          "blockId": "CH11-MB0189",
          "type": "paragraph",
          "text": "measured as natural personalisation effects, but MUST NOT be represented",
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        },
        {
          "blockId": "CH11-MB0190",
          "type": "paragraph",
          "text": "as general entity GEO success, failure, or default product behaviour.",
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        },
        {
          "blockId": "CH11-MB0191",
          "type": "paragraph",
          "text": "Personalisation MAY change relevance, presentation, and recommendation",
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        },
        {
          "blockId": "CH11-MB0192",
          "type": "paragraph",
          "text": "where user context justifies it. It MUST NOT arbitrarily change verified",
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        },
        {
          "blockId": "CH11-MB0193",
          "type": "paragraph",
          "text": "entity identity, license, legal status, price, scope, evidence, or time.",
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        },
        {
          "blockId": "CH11-MB0194",
          "type": "paragraph",
          "text": "Differences between Controlled and Natural panels MUST NOT be represented",
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        },
        {
          "blockId": "CH11-MB0195",
          "type": "paragraph",
          "text": "as causal personalisation effects unless population, product, prompt,",
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        },
        {
          "blockId": "CH11-MB0196",
          "type": "paragraph",
          "text": "time, interface, plan, tools, assignment, order, and carryover conditions",
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        },
        {
          "blockId": "CH11-MB0197",
          "type": "paragraph",
          "text": "support that inference.",
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        },
        {
          "blockId": "CH11-MB0198",
          "type": "paragraph",
          "text": "Controlled and Natural scores, critical-error rates, unknown rates,",
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        },
        {
          "blockId": "CH11-MB0199",
          "type": "paragraph",
          "text": "coverage, effective sample sizes, and signed and absolute panel gaps MUST",
          "sourceParagraph": 2193
        },
        {
          "blockId": "CH11-MB0200",
          "type": "paragraph",
          "text": "remain separately visible.",
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        },
        {
          "blockId": "CH11-MB0201",
          "type": "paragraph",
          "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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        },
        {
          "blockId": "CH11-MB0203",
          "type": "paragraph",
          "text": "correct, incorrect, refused, critical, or commercially favourable.",
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        },
        {
          "blockId": "CH11-MB0204",
          "type": "paragraph",
          "text": "Every panel-state definition, setting-change process, privacy decision,",
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        },
        {
          "blockId": "CH11-MB0205",
          "type": "paragraph",
          "text": "comparison level, and result MUST be versioned and attributable to an",
          "sourceParagraph": 2201
        },
        {
          "blockId": "CH11-MB0206",
          "type": "paragraph",
          "text": "accountable human or organisation.",
          "sourceParagraph": 2202
        },
        {
          "blockId": "CH11-MB0207",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
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        },
        {
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          "text": "Equivalente normativo en turco:",
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          "text": "Las observaciones del Panel controlado en condiciones depuradas y del Panel de usuarios en condiciones reales deben mantenerse como poblaciones de medición separadas, estados de panel, denominadores y resultados públicos. Un nuevo chat o el etiqueta de sesión temporal por sí solo no demuestra que toda la personalización persistente esté desactivada. El Panel de usuarios en condiciones reales debe conservar la cuenta real, el plan, la interfaz, la memoria, las instrucciones personalizadas y el escenario de uso mientras se preservan el prompt fijado, la primera regla de salida apropiada, los requisitos de evidencia y la regla de no actualización. La orientación favorable o desfavorable impulsada por el usuario puede medirse como el efecto de la personalización natural; no puede presentarse como éxito, fracaso o comportamiento predeterminado de producto de la entidad GEO en general. La diferencia entre los resultados controlados y naturales no puede interpretarse como un efecto de personalización causal sin poblaciones y condiciones del sistema suficientemente equiparadas.",
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          "type": "paragraph",
          "text": "\"includedInWaveMerkleRoot\": true",
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          "text": "\"privacy\": {",
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          "type": "paragraph",
          "text": "\"rawEvidenceAccess\": \"RESTRICTED\",",
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          "text": "\"validation\": {",
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          "text": "\"captureValidity\": \"CV-1\",",
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          "type": "paragraph",
          "text": "\"validatedBeforeSemanticScoring\": true,",
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        {
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          "type": "paragraph",
          "text": "\"validatorRole\": \"BLINDED_CAPTURE_VALIDATOR\",",
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        {
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          "type": "paragraph",
          "text": "\"validatedAtUtc\": \"2026-09-02T08:00:00Z\"",
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          "text": "\"semanticAdjudication\": {",
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          "text": "\"status\": \"PENDING\"",
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          "type": "paragraph",
          "text": "These records:",
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        },
        {
          "blockId": "CH12-MB0168",
          "type": "paragraph",
          "text": "to the real participant,",
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        },
        {
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          "type": "paragraph",
          "text": "to the real AI product,",
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        {
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          "type": "paragraph",
          "text": "to the real company",
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          "type": "paragraph",
          "text": "it does not belong.",
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        },
        {
          "blockId": "CH12-MB0172",
          "type": "paragraph",
          "text": "It is the machine-readable synthetic representation of the synchronised wave and NOMOS Capture proof chain.",
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          "text": "84. MACHINE-READABLE RULE OF THE SECTION",
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        },
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          "blockId": "CH12-MB0175",
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          "text": "Every GEO-1000 observation MUST be linked to a predeclared and versioned",
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          "text": "measurement wave defining:",
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          "type": "paragraph",
          "text": "- AI product states,",
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          "text": "- prompt versions,",
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          "text": "- UTC dispatch window,",
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          "text": "- randomised micro-slots,",
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          "text": "- completion and capture deadlines,",
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          "text": "- technical-retry rules,",
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          "text": "- reference-record versions,",
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          "text": "- and governance ownership.",
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          "text": "Synchronisation MUST mean observation within a declared UTC system-state",
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        {
          "blockId": "CH12-MB0189",
          "type": "paragraph",
          "text": "window and assigned slot structure. It MUST NOT be represented as",
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          "type": "paragraph",
          "text": "perfect millisecond simultaneity.",
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          "blockId": "CH12-MB0191",
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          "text": "Every observation MUST preserve, as available:",
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          "text": "- assignment time,",
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          "text": "- prompt-submission time,",
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          "text": "- first system event,",
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          "text": "- response-completion time,",
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          "text": "The first contact outcome MUST remain visible. A technical retry MAY be",
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          "text": "used only under predeclared infrastructure-failure conditions and MUST",
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          "text": "retain every prior attempt.",
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          "text": "content.",
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          "blockId": "CH12-MB0206",
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          "text": "A NOMOS Capture evidence bundle MUST retain the exact assigned and sent",
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        },
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          "blockId": "CH12-MB0207",
          "type": "paragraph",
          "text": "prompt, complete raw response, full visual evidence, system-state",
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          "type": "paragraph",
          "text": "metadata, attempt log, time evidence, file hashes, bundle hash, capture",
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          "text": "tool version, privacy status, and blinded capture-validity decision.",
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          "blockId": "CH12-MB0210",
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          "text": "NOT individually be represented as complete proof of observation",
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          "text": "authenticity.",
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          "type": "paragraph",
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          "text": "legally permissible.",
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          "text": "Material AI-product changes or external events during a wave MUST be",
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          "blockId": "CH12-MB0218",
          "type": "paragraph",
          "text": "time-recorded and handled through sub-waves, explicit modelling,",
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          "text": "restarting, or mixed-state warnings.",
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          "text": "Capture validity MUST be decided independently of semantic correctness.",
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        },
        {
          "blockId": "CH12-MB0221",
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          "text": "Public evidence manifests MUST support verification without",
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        {
          "blockId": "CH12-MB0222",
          "type": "paragraph",
          "text": "unnecessarily exposing participant identity, credentials, private",
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          "blockId": "CH12-MB0223",
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          "text": "conversation history, or precise location.",
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          "text": "NOMOS Capture compliance MUST be implementable through open, equivalent",
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          "blockId": "CH12-MB0225",
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          "text": "evidence systems and MUST NOT depend exclusively on a proprietary tool",
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        {
          "blockId": "CH12-MB0226",
          "type": "paragraph",
          "text": "controlled by the standard's founder.",
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          "type": "paragraph",
          "text": "Every wave, evidence bundle, capture decision, manifest revision, and",
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          "blockId": "CH12-MB0228",
          "type": "paragraph",
          "text": "integrity record MUST be versioned and attributable to an accountable",
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          "blockId": "CH12-MB0229",
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          "text": "human or organisation.",
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          "text": "Normative Turkish equivalent:",
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          "blockId": "CH12-MB0231",
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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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      "normativeRuleLocalized": "Cada observación GEO-1000 DEBE estar vinculada a una ola de medición predeclarada y versionada que defina: - estados del producto de IA, - marcos de población y muestra, - estados del panel, - versiones de prompts, - ventana de despacho UTC, - micro-espacios aleatorizados, - plazos de finalización y captura, - reglas de reintento técnico, - esquema de captura, - versiones de registros de referencia, - y propiedad de gobernanza. La sincronización DEBE significar observación dentro de una ventana de estado del sistema declarado UTC y estructura de espacio asignada. NO DEBE representarse como simultaneidad perfecta al milisegundo. Cada observación DEBE preservar, según esté disponible: - hora de asignación, - hora de envío del prompt, - primer evento del sistema, - hora de finalización de la respuesta, - hora de captura, - hora de creación del hash, - hora de subida, - y hora de aceptación por el servidor. El resultado del primer contacto DEBE permanecer visible. Un reintento técnico PUEDE utilizarse solo bajo condiciones de falla de infraestructura predeclaradas y DEBE conservar cada intento previo. No se DEBEN regenerar, reemplazar ni excluir salidas incorrectas, desfavorables, rechazadas, no citadas, truncadas o críticas meramente por su contenido. Un paquete de evidencia de captura NOMOS DEBE conservar exactamente el prompt asignado y enviado, la respuesta completa en bruto, la evidencia visual completa, los metadatos del estado del sistema, el registro de intentos, la evidencia temporal, los hashes de archivos, el hash del paquete, la versión de la herramienta de captura, el estado de privacidad y la decisión de validez de captura cegada. Una captura de pantalla, un hash, una firma digital, un registro del proveedor o una marca de tiempo NO DEBEN representarse individualmente como prueba completa de la autenticidad de la observación. La evidencia en bruto DEBE permanecer inmutable o de solo adición. Las redacciones, correcciones, retiros, exclusiones y cambios de adjudicación DEBEN crear versiones vinculadas y preservar el registro anterior donde sea ética y legalmente permisible. Los cambios en productos de IA materiales o eventos externos durante una ola DEBEN registrarse en el tiempo y manejarse mediante sub-olas, modelado explícito, reinicio o prompts de estado mixto. La validez de la captura DEBE decidirse independientemente de la corrección semántica. Los manifiestos de evidencia pública DEBEN apoyar la verificación sin exponer innecesariamente la identidad de los participantes, credenciales, historial de conversaciones privadas o ubicación precisa. El cumplimiento de la captura NOMOS DEBE implementarse mediante sistemas de evidencia abiertos y equivalentes y NO DEBE depender exclusivamente de una herramienta propietaria controlada por el fundador del estándar. Cada ola, conjunto de evidencia, decisión de captura, revisión de manifiesto y registro de integridad DEBE ser versionado y atribuible a un humano o una organización responsable.",
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          "type": "paragraph",
          "text": "sistemas de evidencia y NO DEBEN depender exclusivamente de una herramienta propietaria",
          "sourceParagraph": 2298,
          "language": "es-ES"
        },
        {
          "blockId": "CH12-MB0226",
          "type": "paragraph",
          "text": "controlado por el fundador del estándar.",
          "sourceParagraph": 2299,
          "language": "es-ES"
        },
        {
          "blockId": "CH12-MB0227",
          "type": "paragraph",
          "text": "Cada ola, conjunto de evidencia, decisión de captura, revisión de manifiesto y",
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          "language": "es-ES"
        },
        {
          "blockId": "CH12-MB0228",
          "type": "paragraph",
          "text": "El registro de integridad DEBE estar versionado y ser atribuible a un responsable",
          "sourceParagraph": 2302,
          "language": "es-ES"
        },
        {
          "blockId": "CH12-MB0229",
          "type": "paragraph",
          "text": "humano u organización.",
          "sourceParagraph": 2303,
          "language": "es-ES"
        },
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          "blockId": "CH12-MB0230",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
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          "language": "es-ES"
        },
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          "blockId": "CH12-MB0231",
          "type": "paragraph",
          "text": "Cada observación GEO-1000 debe estar vinculada a una oleada de medición pre-registrada que identifique los estados del producto de IA, marco de población y muestra, condiciones del panel, versiones de los prompts, ventana de envío UTC, micro-intervalos aleatorios, tiempos de finalización y captura, reglas técnicas de reintento, esquema de captura, registros de referencia y propietario de la gobernanza. La concurrencia no es igualdad perfecta de milisegundos; es la producción de observaciones dentro de una ventana de sistema UTC definida y estructura de intervalos. Debe permanecer visible como un resultado de primer contacto; las respuestas incorrectas, negativas, rechazadas, sin citas o críticas no pueden ser renovadas, alteradas o excluidas debido a su contenido.",
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    },
    {
      "chapter": 13,
      "chapterId": "NOMOS-GEO-AUDIT-CH13",
      "title": "El paquete de hechos verificados de la entidad",
      "subtitle": "Paquete de hechos verificados de la entidad",
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        "K10",
        "K11",
        "K12"
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      "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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          "type": "paragraph",
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          "type": "paragraph",
          "text": "\"scopeStatus\": \"SC-0\",",
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        },
        {
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          "type": "paragraph",
          "text": "\"timeStatus\": \"TS-0\",",
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        },
        {
          "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\",",
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        },
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          "blockId": "CH13-MB0115",
          "type": "paragraph",
          "text": "\"SELECTED_CASES_ONLY\"",
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        },
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          "type": "paragraph",
          "text": "]",
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        {
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          "type": "paragraph",
          "text": "},",
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        {
          "blockId": "CH13-MB0118",
          "type": "paragraph",
          "text": "\"supportingEvidence\": [",
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        },
        {
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          "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
        },
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          "blockId": "CH13-MB0122",
          "type": "paragraph",
          "text": "\"notes\": \"Forty-nine positive case records.\"",
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        },
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          "type": "paragraph",
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        {
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          "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\",",
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        },
        {
          "blockId": "CH13-MB0129",
          "type": "paragraph",
          "text": "\"notes\": \"One known unsuccessful project; full project universe unavailable.\"",
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        },
        {
          "blockId": "CH13-MB0130",
          "type": "paragraph",
          "text": "}",
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          "blockId": "CH13-MB0131",
          "type": "paragraph",
          "text": "],",
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        },
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          "blockId": "CH13-MB0132",
          "type": "paragraph",
          "text": "\"publiclyDiscoverable\": true,",
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        },
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          "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.\",",
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        },
        {
          "blockId": "CH13-MB0134",
          "type": "paragraph",
          "text": "\"prohibitedForm\": \"The company has a verified 98% success rate.\",",
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        },
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          "blockId": "CH13-MB0135",
          "type": "paragraph",
          "text": "\"appealStatus\": \"APPEAL_OPEN\"",
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        },
        {
          "blockId": "CH13-MB0136",
          "type": "paragraph",
          "text": "}",
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        },
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          "blockId": "CH13-MB0137",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2587
        },
        {
          "blockId": "CH13-MB0138",
          "type": "paragraph",
          "text": "These records:",
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        },
        {
          "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",
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        },
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          "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",
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        },
        {
          "blockId": "CH13-MB0147",
          "type": "paragraph",
          "text": "versioned Verified Entity Truth Pack for the audited entity, prompt scope,",
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        },
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          "blockId": "CH13-MB0148",
          "type": "paragraph",
          "text": "jurisdictions, products, languages, and reference time.",
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        },
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          "blockId": "CH13-MB0149",
          "type": "paragraph",
          "text": "The Truth Pack MUST contain, as applicable:",
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        },
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          "blockId": "CH13-MB0150",
          "type": "paragraph",
          "text": "- canonical entity identity,",
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          "type": "paragraph",
          "text": "- atomic reference claims,",
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          "type": "paragraph",
          "text": "- Official Representation Records,",
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        },
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          "type": "paragraph",
          "text": "- supporting evidence,",
          "sourceParagraph": 2607
        },
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          "type": "paragraph",
          "text": "- counter-evidence,",
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        },
        {
          "blockId": "CH13-MB0155",
          "type": "paragraph",
          "text": "- source-lineage and evidence-family records,",
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        },
        {
          "blockId": "CH13-MB0156",
          "type": "paragraph",
          "text": "- scope and jurisdiction qualifiers,",
          "sourceParagraph": 2610
        },
        {
          "blockId": "CH13-MB0157",
          "type": "paragraph",
          "text": "- validity and publication times,",
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        },
        {
          "blockId": "CH13-MB0158",
          "type": "paragraph",
          "text": "- public and restricted access classes,",
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        },
        {
          "blockId": "CH13-MB0159",
          "type": "paragraph",
          "text": "- unknown and unresolved registers,",
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        },
        {
          "blockId": "CH13-MB0160",
          "type": "paragraph",
          "text": "- appeal and change records,",
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        },
        {
          "blockId": "CH13-MB0161",
          "type": "paragraph",
          "text": "- and an integrity manifest.",
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        },
        {
          "blockId": "CH13-MB0162",
          "type": "paragraph",
          "text": "An Official Representation Record MUST NOT be treated as independently",
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        },
        {
          "blockId": "CH13-MB0163",
          "type": "paragraph",
          "text": "verified reality merely because it is official.",
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        },
        {
          "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,",
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        },
        {
          "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",
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        {
          "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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        },
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          "blockId": "CH13-MB0172",
          "type": "paragraph",
          "text": "The absence of located evidence MUST NOT automatically be represented as",
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        },
        {
          "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,",
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          "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,",
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        },
        {
          "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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          "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.",
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          "blockId": "CH13-MB0182",
          "type": "paragraph",
          "text": "A claim MAY be factually verified through restricted evidence without",
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          "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",
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          "blockId": "CH13-MB0186",
          "type": "paragraph",
          "text": "reclassified after AI responses are observed unless a new Truth Pack",
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          "type": "paragraph",
          "text": "version is created and prior records are preserved.",
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          "blockId": "CH13-MB0188",
          "type": "paragraph",
          "text": "A response claim not covered by the locked Truth Pack MUST trigger a",
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          "blockId": "CH13-MB0189",
          "type": "paragraph",
          "text": "reference-gap process rather than automatic failure or automatic",
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          "type": "paragraph",
          "text": "acceptance.",
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        {
          "blockId": "CH13-MB0192",
          "type": "paragraph",
          "text": "scope-limited, and restrictedly verified states MUST remain separately",
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        {
          "blockId": "CH13-MB0193",
          "type": "paragraph",
          "text": "visible.",
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          "blockId": "CH13-MB0194",
          "type": "paragraph",
          "text": "The audited entity MAY submit evidence, corrections, and appeals, but",
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          "blockId": "CH13-MB0195",
          "type": "paragraph",
          "text": "MUST NOT act as the sole adjudicator of its own claims.",
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        {
          "blockId": "CH13-MB0196",
          "type": "paragraph",
          "text": "AI systems MAY assist with extraction, normalisation, lineage detection,",
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        {
          "blockId": "CH13-MB0197",
          "type": "paragraph",
          "text": "and contradiction discovery, but MUST NOT serve as the sole final",
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          "blockId": "CH13-MB0198",
          "type": "paragraph",
          "text": "authority for claim truth status.",
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          "blockId": "CH13-MB0199",
          "type": "paragraph",
          "text": "Every Truth Pack version, evidence registration, support-status decision,",
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          "blockId": "CH13-MB0200",
          "type": "paragraph",
          "text": "appeal, and change MUST be attributable to an accountable human or",
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          "type": "paragraph",
          "text": "organisation.",
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          "blockId": "CH13-MB0202",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
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          "blockId": "CH13-MB0203",
          "type": "paragraph",
          "text": "Before semantic adjudication begins, each GEO-1000 audit must lock a versioned Verified Entity Truth Pack for the audited entity, prompt scope, countries, products, languages, and reference time. The package must contain the canonical entity identity, atomic reference claims, Official Representation Records, supporting evidence, counter-evidence, source lineage, scope and time limits, access classes, unknowns, objections, and an integrity manifest. An official statement cannot be considered independently verified reality just because it is official. Different URLs derived from the same root source cannot be counted as independent evidence.",
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      "normativeRuleLocalized": "Antes de que comience la adjudicación semántica, cada auditoría GEO-1000 DEBE fijar un Paquete de Hechos Verificados de la Entidad versionado para la entidad auditada, el alcance de la solicitud, las jurisdicciones, los productos, los idiomas y el tiempo de referencia. El Paquete de Hechos Verificados DEBE contener, según corresponda: - identidad canónica de la entidad, - afirmaciones de referencia atómicas, - Registros de Representación Oficial, - evidencia de apoyo, - evidencia en contrario, - registros de linaje de la fuente y de la familia de pruebas, - calificadores de alcance y jurisdicción, - tiempos de validez y publicación, - clases de acceso público y restringido, - registros desconocidos y no resueltos, - registros de apelación y cambio, - y un manifiesto de integridad. Un Registro de Representación Oficial NO DEBE ser tratado como una realidad verificada de manera independiente simplemente porque sea oficial. Una fuente primaria PUEDE ser autorizada para afirmaciones bajo el control directo de la entidad, mientras que sigue siendo no independiente para afirmaciones comparativas, de rendimiento, liderazgo o de validación externa. Diferentes URLs, publicaciones, traducciones, sindicaciones o resúmenes por IA NO DEBEN contarse como evidencia independiente cuando derivan de la misma fuente raíz. Cada objeto de evidencia DEBE indicar qué afirmación atómica respalda, califica, contradice, deja obsoleta o contextualiza. La ausencia de evidencia localizada NO DEBE representarse automáticamente como prueba de que una afirmación es falsa. Las condiciones de evidencia de mundo abierto y de mundo cerrado DEBEN permanecer distintas. Las afirmaciones cuantitativas DEBEN conservar numerador, denominador, período, unidad, reglas de inclusión y exclusión, datos de origen y método de cálculo. Las afirmaciones sobre clientes, socios, licencias, certificaciones, membresías, premios, aspectos legales, rendimiento y superioridad DEBEN preservar su entidad exacta, relación, alcance, jurisdicción, tiempo y estado de evidencia. La evidencia públicamente descubierta, la evidencia restringida de auditoría y la evidencia no pública DEBEN permanecer clasificadas por separado. Una afirmación PUEDE ser verificada fácticamente mediante evidencia restringida sin ser recuperable públicamente por un producto de IA para consumidores. La verificación fáctica y la descubribilidad pública DEBEN permanecer distintas. Las afirmaciones del Paquete de Hechos Verificados NO DEBEN añadirse, eliminarse, ampliarse, restringirse o reclasificarse después de observarse las respuestas de la IA, a menos que se cree una nueva versión del Paquete de Hechos Verificados y se conserven los registros anteriores. Una afirmación de respuesta no cubierta por el Paquete de Hechos Verificados fijado DEBE activar un proceso de brecha de referencia en lugar de un fallo automático o aceptación automática. Los estados desconocidos, sin respaldo, no resueltos, contradichos, históricos, caducados, con alcance limitado y verificados de manera restringida DEBEN permanecer visibles por separado. La entidad auditada PUEDE presentar evidencia, correcciones y apelaciones, pero NO DEBE actuar como el único árbitro de sus propias afirmaciones. Los sistemas de IA PUEDEN ayudar con la extracción, normalización, detección de linaje y descubrimiento de contradicciones, pero NO DEBEN servir como la única autoridad final para el estado de verdad de una afirmación. Cada versión del Paquete de Hechos Verificados, registro de pruebas, decisión sobre el estado de apoyo, apelación y cambio DEBE ser atribuible a un humano u organización responsable.",
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          "sourceParagraph": 2579,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0130",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2580,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0131",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2581,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0132",
          "type": "paragraph",
          "text": "\"publiclyDiscoverable\": verdadero,",
          "sourceParagraph": 2582,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0133",
          "type": "paragraph",
          "text": "\"preferredEpistemicForm\": \"La empresa declara una tasa de éxito 98%, pero el denominador, el período y la definición de éxito no han sido verificados de manera independiente.\",",
          "sourceParagraph": 2583,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0134",
          "type": "paragraph",
          "text": "\"prohibitedForm\": \"La empresa tiene una tasa de éxito 98% verificada.\",",
          "sourceParagraph": 2584,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0135",
          "type": "paragraph",
          "text": "\"appealStatus\": \"APELACIÓN_ABIERTA\"",
          "sourceParagraph": 2585,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0136",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2586,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0137",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2587,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0138",
          "type": "paragraph",
          "text": "Estos registros:",
          "sourceParagraph": 2588,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0139",
          "type": "paragraph",
          "text": "empresa real,",
          "sourceParagraph": 2589,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0140",
          "type": "paragraph",
          "text": "cliente real,",
          "sourceParagraph": 2590,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0141",
          "type": "paragraph",
          "text": "rendimiento real",
          "sourceParagraph": 2591,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0142",
          "type": "paragraph",
          "text": "no es dato.",
          "sourceParagraph": 2592,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0143",
          "type": "paragraph",
          "text": "Es una representación sintética de máquina de la arquitectura Truth Pack.",
          "sourceParagraph": 2593,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0144",
          "type": "paragraph",
          "text": "REGLA LEGIBLE POR MÁQUINA DE LA SECCIÓN 94",
          "sourceParagraph": 2595,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0145",
          "type": "paragraph",
          "text": "ID DE REGLA: NOMOS-AUDITORÍA-CH13-R01",
          "sourceParagraph": 2596,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0146",
          "type": "paragraph",
          "text": "Antes de que comience la adjudicación semántica, cada auditoría GEO-1000 DEBE fijar un",
          "sourceParagraph": 2598,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0147",
          "type": "paragraph",
          "text": "Paquete de hechos verificados de la entidad versionado para la entidad auditada, alcance del prompt,",
          "sourceParagraph": 2599,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0148",
          "type": "paragraph",
          "text": "jurisdicciones, productos, idiomas y tiempo de referencia.",
          "sourceParagraph": 2600,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0149",
          "type": "paragraph",
          "text": "El Paquete de Verdad DEBE contener, según corresponda:",
          "sourceParagraph": 2602,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0150",
          "type": "paragraph",
          "text": "- identidad canónica de la entidad,",
          "sourceParagraph": 2604,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0151",
          "type": "paragraph",
          "text": "- declaraciones de referencia atómicas,",
          "sourceParagraph": 2605,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0152",
          "type": "paragraph",
          "text": "- Registros de Representación Oficial,",
          "sourceParagraph": 2606,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0153",
          "type": "paragraph",
          "text": "- evidencia de apoyo,",
          "sourceParagraph": 2607,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0154",
          "type": "paragraph",
          "text": "- evidencia en contrario,",
          "sourceParagraph": 2608,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0155",
          "type": "paragraph",
          "text": "- registros de linaje de la fuente y de la familia de evidencia,",
          "sourceParagraph": 2609,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0156",
          "type": "paragraph",
          "text": "- calificadores de alcance y jurisdicción,",
          "sourceParagraph": 2610,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0157",
          "type": "paragraph",
          "text": "- tiempos de validez y publicación,",
          "sourceParagraph": 2611,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0158",
          "type": "paragraph",
          "text": "- clases de acceso público y restringido,",
          "sourceParagraph": 2612,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0159",
          "type": "paragraph",
          "text": "- registros desconocidos y no resueltos,",
          "sourceParagraph": 2613,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0160",
          "type": "paragraph",
          "text": "- registros de apelación y cambio,",
          "sourceParagraph": 2614,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0161",
          "type": "paragraph",
          "text": "- y un manifiesto de integridad.",
          "sourceParagraph": 2615,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0162",
          "type": "paragraph",
          "text": "Un Registro de Representación Oficial NO DEBE ser tratado como realidad verificada de manera independiente",
          "sourceParagraph": 2617,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0163",
          "type": "paragraph",
          "text": "simplemente porque sea oficial.",
          "sourceParagraph": 2618,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0164",
          "type": "paragraph",
          "text": "Una fuente de primera parte PUEDE ser autorizada para afirmaciones bajo el control directo de la entidad,",
          "sourceParagraph": 2620,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0165",
          "type": "paragraph",
          "text": "aunque siga siendo no independiente para afirmaciones comparativas,",
          "sourceParagraph": 2621,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0166",
          "type": "paragraph",
          "text": "de desempeño, liderazgo o validación externa.",
          "sourceParagraph": 2622,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0167",
          "type": "paragraph",
          "text": "Diferentes URL, publicaciones, traducciones, sindicaciones o resúmenes de IA",
          "sourceParagraph": 2624,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0168",
          "type": "paragraph",
          "text": "NO DEBEN contarse como evidencia independiente cuando derivan de la",
          "sourceParagraph": 2625,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0169",
          "type": "paragraph",
          "text": "misma fuente raíz.",
          "sourceParagraph": 2626,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0170",
          "type": "paragraph",
          "text": "Cada objeto de evidencia DEBE indicar qué afirmación atómica respalda.",
          "sourceParagraph": 2628,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0171",
          "type": "paragraph",
          "text": "califica, contradice, deja obsoleto o contextualiza.",
          "sourceParagraph": 2629,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0172",
          "type": "paragraph",
          "text": "La ausencia de evidencia localizada NO DEBE representarse automáticamente como",
          "sourceParagraph": 2631,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0173",
          "type": "paragraph",
          "text": "prueba de que una afirmación es falsa. Las condiciones de evidencia de mundo abierto y mundo cerrado",
          "sourceParagraph": 2632,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0174",
          "type": "paragraph",
          "text": "DEBEN permanecer distintas.",
          "sourceParagraph": 2633,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0175",
          "type": "paragraph",
          "text": "Las afirmaciones cuantitativas DEBEN conservar numerador, denominador, período, unidad,",
          "sourceParagraph": 2635,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0176",
          "type": "paragraph",
          "text": "reglas de inclusión y exclusión, datos de fuente y método de cálculo.",
          "sourceParagraph": 2636,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0177",
          "type": "paragraph",
          "text": "Las afirmaciones de cliente, socio, licencia, certificación, membresía, premio, legal,",
          "sourceParagraph": 2638,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0178",
          "type": "paragraph",
          "text": "desempeño y superioridad DEBEN preservar su entidad exacta,",
          "sourceParagraph": 2639,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0179",
          "type": "paragraph",
          "text": "relación, alcance, jurisdicción, tiempo y estado de evidencia.",
          "sourceParagraph": 2640,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0180",
          "type": "paragraph",
          "text": "La evidencia públicamente descubrible, la evidencia de auditoría restringida y la",
          "sourceParagraph": 2642,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0181",
          "type": "paragraph",
          "text": "evidencia no pública DEBEN permanecer clasificadas por separado.",
          "sourceParagraph": 2643,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0182",
          "type": "paragraph",
          "text": "Se PUEDE verificar fácticamente una afirmación mediante evidencia restringida sin",
          "sourceParagraph": 2645,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0183",
          "type": "paragraph",
          "text": "ser recuperable públicamente por un producto de IA para consumidores. La verificación fáctica",
          "sourceParagraph": 2646,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0184",
          "type": "paragraph",
          "text": "y la descubribilidad pública DEBEN mantenerse distintas.",
          "sourceParagraph": 2647,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0185",
          "type": "paragraph",
          "text": "Las afirmaciones del Paquete de Verdad NO DEBEN añadirse, eliminarse, ampliarse, restringirse o",
          "sourceParagraph": 2649,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0186",
          "type": "paragraph",
          "text": "reclasificarse después de observar las respuestas de la IA, a menos que se cree una nueva versión del Paquete de Verdad",
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          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0187",
          "type": "paragraph",
          "text": "y se conserven los registros anteriores.",
          "sourceParagraph": 2651,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0188",
          "type": "paragraph",
          "text": "Una afirmación de respuesta no cubierta por el Paquete de Verdad fijado DEBE activar un",
          "sourceParagraph": 2653,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0189",
          "type": "paragraph",
          "text": "proceso de brecha de referencia en lugar de fallo automático o automático",
          "sourceParagraph": 2654,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0190",
          "type": "paragraph",
          "text": "aceptación.",
          "sourceParagraph": 2655,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0191",
          "type": "paragraph",
          "text": "Desconocido, no compatible, no resuelto, contradicho, histórico, caducado,",
          "sourceParagraph": 2657,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0192",
          "type": "paragraph",
          "text": "los estados de alcance limitado y verificados de manera restringida DEBEN permanecer separados",
          "sourceParagraph": 2658,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0193",
          "type": "paragraph",
          "text": "visibles.",
          "sourceParagraph": 2659,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0194",
          "type": "paragraph",
          "text": "La entidad auditada PUEDE presentar pruebas, correcciones y recursos, pero",
          "sourceParagraph": 2661,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0195",
          "type": "paragraph",
          "text": "NO DEBE actuar como el único adjudicador de sus propias afirmaciones.",
          "sourceParagraph": 2662,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0196",
          "type": "paragraph",
          "text": "Los sistemas de IA PUEDEN ayudar con la extracción, la normalización y la detección de linaje,",
          "sourceParagraph": 2664,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0197",
          "type": "paragraph",
          "text": "y descubrimiento de contradicciones, pero NO DEBE servir como la única final",
          "sourceParagraph": 2665,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0198",
          "type": "paragraph",
          "text": "autoridad para el estado de veracidad de la afirmación.",
          "sourceParagraph": 2666,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0199",
          "type": "paragraph",
          "text": "Cada versión de Truth Pack, registro de evidencia, decisión sobre el estado de soporte,",
          "sourceParagraph": 2668,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0200",
          "type": "paragraph",
          "text": "apelación y cambio DEBE ser atribuible a un humano o",
          "sourceParagraph": 2669,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0201",
          "type": "paragraph",
          "text": "organización responsable.",
          "sourceParagraph": 2670,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0202",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
          "sourceParagraph": 2671,
          "language": "es-ES"
        },
        {
          "blockId": "CH13-MB0203",
          "type": "paragraph",
          "text": "Antes de que comience la adjudicación semántica, cada auditoría GEO-1000 debe fijar un Paquete de Hechos Verificados de la Entidad versionado para la entidad auditada, el alcance del prompt, los países, los productos, los idiomas y el tiempo de referencia. El paquete debe contener la identidad canónica de la entidad, las afirmaciones de referencia atómicas, los Registros de Representación Oficial, la evidencia de apoyo, evidencia en contrario, el linaje de la fuente, los límites de alcance y tiempo, las clases de acceso, los desconocidos, las objeciones y un manifiesto de integridad. Una declaración oficial no puede considerarse como realidad verificada de manera independiente solo porque sea oficial. Diferentes URLs derivadas de la misma fuente raíz no pueden contarse como evidencia independiente.",
          "sourceParagraph": 2672,
          "language": "es-ES"
        }
      ]
    },
    {
      "chapter": 14,
      "chapterId": "NOMOS-GEO-AUDIT-CH14",
      "title": "Afirmaciones atómicas y adjudicación",
      "subtitle": null,
      "sourceIds": [
        "K27",
        "K28"
      ],
      "normativeRuleId": "NOMOS-AUDIT-CH14-R01",
      "normativeRuleEnglish": "Before any response-level pass, failure, severity, or score is assigned, each material AI response MUST be decomposed into atomic semantic claims. Each atomic claim MUST retain: - its exact source span, - normalised proposition, - subject entity, - predicate and value, - qualifiers and quantifiers, - geographic, product, user, and jurisdictional scope, - temporal frame, - attribution, - modality and uncertainty, - explicit, implicit, presupposed, or entailed origin, - response centrality, - citation relationships, - dependency relationships, - and Truth Pack mapping. Sentence and paragraph boundaries MUST NOT be treated as automatic claim boundaries. Atomic decomposition MUST separate propositions that can carry different truth, evidence, entity, scope, time, or attribution states, while prohibiting meaningless micro-fragmentation that dilutes material error. Claim extraction, Truth Pack mapping, and semantic adjudication SHOULD remain separate stages and, where practical, separate roles. Every atomic claim MUST be adjudicated across distinct dimensions, including: - entity, - factual support, - scope, - time, - attribution and epistemic status, - modality and uncertainty, - citation support, - relevance, - and unresolved or reference-gap status. Official-claim fidelity MUST remain distinct from verified factual support. Unsupported, contradicted, wrong-entity, outdated, scope-overreach, epistemic-status-error, citation-mismatch, reference-gap, and unresolved states MUST remain separately visible. Required response elements and material omissions MUST be adjudicated separately from explicit false claims. Correct but irrelevant information MUST NOT satisfy the prompt merely because it is factually supported. Material claims SHOULD receive independent double review, with additional language or domain expertise where required. Reviewer identity, qualification, conflicts, independent first decisions, disagreements, resolution, reliability metrics, appeals, and decision versions MUST be recorded. Reviewer agreement MUST be measured by dimension and MUST NOT be treated as proof that the shared decision is necessarily correct. AI systems MAY assist with segmentation, claim extraction, evidence mapping, translation support, and contradiction discovery, but MUST NOT serve as the sole final adjudicator of their own or another system's claims. Atomic adjudication decisions MUST remain independent of commercial interests, desired scores, provider reputation, badge outcomes, or client approval. Every Claim Ledger, adjudication decision, disagreement resolution, appeal, and revision MUST be versioned and attributable to an accountable human or organisation.",
      "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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          "type": "paragraph",
          "text": "These records:",
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        {
          "blockId": "CH14-MB0189",
          "type": "paragraph",
          "text": "a real user,",
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          "type": "paragraph",
          "text": "real company,",
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        },
        {
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          "type": "paragraph",
          "text": "actual adjudicator performance",
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          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2706
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        {
          "blockId": "CH14-MB0193",
          "type": "paragraph",
          "text": "It is a synthetic, machine-readable representation of the atomic claim and adjudication architecture.",
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          "type": "paragraph",
          "text": "120. MACHINE-READABLE RULE OF THE SECTION",
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          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH14-R01",
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          "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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          "type": "paragraph",
          "text": "Each atomic claim MUST retain:",
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        {
          "blockId": "CH14-MB0199",
          "type": "paragraph",
          "text": "- its exact source span,",
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          "blockId": "CH14-MB0200",
          "type": "paragraph",
          "text": "- normalised proposition,",
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          "type": "paragraph",
          "text": "- subject entity,",
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          "text": "- predicate and value,",
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          "type": "paragraph",
          "text": "- qualifiers and quantifiers,",
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          "type": "paragraph",
          "text": "- geographic, product, user, and jurisdictional scope,",
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          "type": "paragraph",
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          "text": "- attribution,",
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          "text": "- modality and uncertainty,",
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          "type": "paragraph",
          "text": "- explicit, implicit, presupposed, or entailed origin,",
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          "type": "paragraph",
          "text": "- citation relationships,",
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          "type": "paragraph",
          "text": "- and Truth Pack mapping.",
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          "type": "paragraph",
          "text": "Sentence and paragraph boundaries MUST NOT be treated as automatic claim",
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          "type": "paragraph",
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          "text": "Atomic decomposition MUST separate propositions that can carry different",
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          "type": "paragraph",
          "text": "prohibiting meaningless micro-fragmentation that dilutes material error.",
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          "text": "Claim extraction, Truth Pack mapping, and semantic adjudication SHOULD",
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          "text": "remain separate stages and, where practical, separate roles.",
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          "text": "Every atomic claim MUST be adjudicated across distinct dimensions,",
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          "text": "as proof that the shared decision is necessarily correct.",
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          "text": "AI systems MAY assist with segmentation, claim extraction, evidence",
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          "text": "mapping, translation support, and contradiction discovery, but MUST NOT",
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          "text": "Any response-level transition must be broken down into atomic semantic claims for each material AI response before assigning failure, importance level, or score. Each atomic claim must preserve the full text trace, normalised judgement, subject existence, predicate and value, qualifiers, scope, time, attribution, modality, claim origin, centrality, citation relations, dependencies, and Truth Pack matching. Sentence and paragraph boundaries cannot be counted as automatic claim boundaries.",
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          "text": "El acuerdo del revisor DEBE medirse por dimensión y NO DEBE ser tratado",
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          "blockId": "CH14-MB0246",
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          "text": "como prueba de que la decisión compartida es necesariamente correcta.",
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          "text": "Los sistemas de IA PUEDEN ayudar con la segmentación, extracción de afirmaciones y evidencia",
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          "text": "servir como el único árbitro final de su propio sistema o del de otro",
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          "text": "afirmaciones.",
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          "text": "Las decisiones de adjudicación atómica DEBEN permanecer independientes de lo comercial",
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          "text": "intereses, puntuaciones deseados, reputación del proveedor, resultados de insignias o cliente",
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          "text": "Cada libro de afirmaciones, decisión de adjudicación, resolución de desacuerdo,",
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          "text": "la apelación y la revisión DEBEN estar versionadas y ser atribuibles a un responsable",
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          "text": "Equivalente normativo en turco:",
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      "title": "Aprobación de respuestas y criterios de bloqueo por errores críticos",
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          "blockId": "CH15-MB0104",
          "type": "paragraph",
          "text": "\"status\": \"CIS-2\",",
          "sourceParagraph": 2280
        },
        {
          "blockId": "CH15-MB0105",
          "type": "paragraph",
          "text": "\"incidentVersion\": \"1.0.0\",",
          "sourceParagraph": 2281
        },
        {
          "blockId": "CH15-MB0106",
          "type": "paragraph",
          "text": "\"sourceResponseDecisionId\": \"NGRD-SYNTH-000184\",",
          "sourceParagraph": 2282
        },
        {
          "blockId": "CH15-MB0107",
          "type": "paragraph",
          "text": "\"sourceFindingClusterId\": \"NGFC-SYNTH-000184-001\",",
          "sourceParagraph": 2283
        },
        {
          "blockId": "CH15-MB0108",
          "type": "paragraph",
          "text": "\"criticalGateCodes\": [",
          "sourceParagraph": 2284
        },
        {
          "blockId": "CH15-MB0109",
          "type": "paragraph",
          "text": "\"CG-02\",",
          "sourceParagraph": 2285
        },
        {
          "blockId": "CH15-MB0110",
          "type": "paragraph",
          "text": "\"CG-06\",",
          "sourceParagraph": 2286
        },
        {
          "blockId": "CH15-MB0111",
          "type": "paragraph",
          "text": "\"CG-08\"",
          "sourceParagraph": 2287
        },
        {
          "blockId": "CH15-MB0112",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2288
        },
        {
          "blockId": "CH15-MB0113",
          "type": "paragraph",
          "text": "\"incidentType\": \"FALSE_REGULATED_SERVICE_AUTHORITY\",",
          "sourceParagraph": 2289
        },
        {
          "blockId": "CH15-MB0114",
          "type": "paragraph",
          "text": "\"scope\": {",
          "sourceParagraph": 2290
        },
        {
          "blockId": "CH15-MB0115",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-ORION-CHAT\",",
          "sourceParagraph": 2291
        },
        {
          "blockId": "CH15-MB0116",
          "type": "paragraph",
          "text": "\"surface\": \"WEB\",",
          "sourceParagraph": 2292
        },
        {
          "blockId": "CH15-MB0117",
          "type": "paragraph",
          "text": "\"plan\": \"PAID\",",
          "sourceParagraph": 2293
        },
        {
          "blockId": "CH15-MB0118",
          "type": "paragraph",
          "text": "\"country\": \"TR\",",
          "sourceParagraph": 2294
        },
        {
          "blockId": "CH15-MB0119",
          "type": "paragraph",
          "text": "\"locale\": \"tr-TR\",",
          "sourceParagraph": 2295
        },
        {
          "blockId": "CH15-MB0120",
          "type": "paragraph",
          "text": "\"promptFamily\": \"PR-07\",",
          "sourceParagraph": 2296
        },
        {
          "blockId": "CH15-MB0121",
          "type": "paragraph",
          "text": "\"panelState\": \"CONTROLLED_CLEAN\",",
          "sourceParagraph": 2297
        },
        {
          "blockId": "CH15-MB0122",
          "type": "paragraph",
          "text": "\"waveId\": \"NGW-SYNTH-W1-001\"",
          "sourceParagraph": 2298
        },
        {
          "blockId": "CH15-MB0123",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2299
        },
        {
          "blockId": "CH15-MB0124",
          "type": "paragraph",
          "text": "\"confirmation\": {",
          "sourceParagraph": 2300
        },
        {
          "blockId": "CH15-MB0125",
          "type": "paragraph",
          "text": "\"captureValid\": true,",
          "sourceParagraph": 2301
        },
        {
          "blockId": "CH15-MB0126",
          "type": "paragraph",
          "text": "\"truthPackSufficient\": true,",
          "sourceParagraph": 2302
        },
        {
          "blockId": "CH15-MB0127",
          "type": "paragraph",
          "text": "\"doubleReviewed\": true,",
          "sourceParagraph": 2303
        },
        {
          "blockId": "CH15-MB0128",
          "type": "paragraph",
          "text": "\"domainExpertConfirmed\": true,",
          "sourceParagraph": 2304
        },
        {
          "blockId": "CH15-MB0129",
          "type": "paragraph",
          "text": "\"referenceGap\": false,",
          "sourceParagraph": 2305
        },
        {
          "blockId": "CH15-MB0130",
          "type": "paragraph",
          "text": "\"confirmedAt\": \"2026-09-05T09:00:00Z\"",
          "sourceParagraph": 2306
        },
        {
          "blockId": "CH15-MB0131",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2307
        },
        {
          "blockId": "CH15-MB0132",
          "type": "paragraph",
          "text": "\"impactVector\": {",
          "sourceParagraph": 2308
        },
        {
          "blockId": "CH15-MB0133",
          "type": "paragraph",
          "text": "\"harmMagnitude\": \"HIGH\",",
          "sourceParagraph": 2309
        },
        {
          "blockId": "CH15-MB0134",
          "type": "paragraph",
          "text": "\"decisionImpact\": \"HIGH\",",
          "sourceParagraph": 2310
        },
        {
          "blockId": "CH15-MB0135",
          "type": "paragraph",
          "text": "\"actionability\": \"DIRECT\",",
          "sourceParagraph": 2311
        },
        {
          "blockId": "CH15-MB0136",
          "type": "paragraph",
          "text": "\"centrality\": \"CORE\",",
          "sourceParagraph": 2312
        },
        {
          "blockId": "CH15-MB0137",
          "type": "paragraph",
          "text": "\"affectedDomain\": \"LEGAL\",",
          "sourceParagraph": 2313
        },
        {
          "blockId": "CH15-MB0138",
          "type": "paragraph",
          "text": "\"reversibilityBeforeAction\": \"LOW\",",
          "sourceParagraph": 2314
        },
        {
          "blockId": "CH15-MB0139",
          "type": "paragraph",
          "text": "\"vulnerableUserRisk\": \"POSSIBLE\"",
          "sourceParagraph": 2315
        },
        {
          "blockId": "CH15-MB0140",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2316
        },
        {
          "blockId": "CH15-MB0141",
          "type": "paragraph",
          "text": "\"populationInference\": {",
          "sourceParagraph": 2317
        },
        {
          "blockId": "CH15-MB0142",
          "type": "paragraph",
          "text": "\"singleObservationProvesPrevalence\": false,",
          "sourceParagraph": 2318
        },
        {
          "blockId": "CH15-MB0143",
          "type": "paragraph",
          "text": "\"cellPrevalenceStatus\": \"UNKNOWN\",",
          "sourceParagraph": 2319
        },
        {
          "blockId": "CH15-MB0144",
          "type": "paragraph",
          "text": "\"confirmatorySamplingRequired\": true",
          "sourceParagraph": 2320
        },
        {
          "blockId": "CH15-MB0145",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2321
        },
        {
          "blockId": "CH15-MB0146",
          "type": "paragraph",
          "text": "\"conformityEffect\": {",
          "sourceParagraph": 2322
        },
        {
          "blockId": "CH15-MB0147",
          "type": "paragraph",
          "text": "\"responseAutomaticFail\": true,",
          "sourceParagraph": 2323
        },
        {
          "blockId": "CH15-MB0148",
          "type": "paragraph",
          "text": "\"cellStatus\": \"CRITICAL_HOLD\",",
          "sourceParagraph": 2324
        },
        {
          "blockId": "CH15-MB0149",
          "type": "paragraph",
          "text": "\"waveZeroCriticalClaimAllowed\": false,",
          "sourceParagraph": 2325
        },
        {
          "blockId": "CH15-MB0150",
          "type": "paragraph",
          "text": "\"globalProductFailureClaimAllowed\": false",
          "sourceParagraph": 2326
        },
        {
          "blockId": "CH15-MB0151",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2327
        },
        {
          "blockId": "CH15-MB0152",
          "type": "paragraph",
          "text": "\"confirmatoryPlan\": {",
          "sourceParagraph": 2328
        },
        {
          "blockId": "CH15-MB0153",
          "type": "paragraph",
          "text": "\"planId\": \"NGCIP-SYNTH-ORION-TR-001\",",
          "sourceParagraph": 2329
        },
        {
          "blockId": "CH15-MB0154",
          "type": "paragraph",
          "text": "\"lockedBeforeAdditionalResponses\": true,",
          "sourceParagraph": 2330
        },
        {
          "blockId": "CH15-MB0155",
          "type": "paragraph",
          "text": "\"independentUsers\": 100,",
          "sourceParagraph": 2331
        },
        {
          "blockId": "CH15-MB0156",
          "type": "paragraph",
          "text": "\"samePromptVersion\": true,",
          "sourceParagraph": 2332
        },
        {
          "blockId": "CH15-MB0157",
          "type": "paragraph",
          "text": "\"sameTruthPackVersion\": true,",
          "sourceParagraph": 2333
        },
        {
          "blockId": "CH15-MB0158",
          "type": "paragraph",
          "text": "\"crossLanguageExtension\": false",
          "sourceParagraph": 2334
        },
        {
          "blockId": "CH15-MB0159",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2335
        },
        {
          "blockId": "CH15-MB0160",
          "type": "paragraph",
          "text": "\"remediation\": {",
          "sourceParagraph": 2336
        },
        {
          "blockId": "CH15-MB0161",
          "type": "paragraph",
          "text": "\"status\": \"NOT_STARTED\",",
          "sourceParagraph": 2337
        },
        {
          "blockId": "CH15-MB0162",
          "type": "paragraph",
          "text": "\"ownerType\": \"TO_BE_DETERMINED\",",
          "sourceParagraph": 2338
        },
        {
          "blockId": "CH15-MB0163",
          "type": "paragraph",
          "text": "\"historicalRecordMustRemain\": true",
          "sourceParagraph": 2339
        },
        {
          "blockId": "CH15-MB0164",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2340
        },
        {
          "blockId": "CH15-MB0165",
          "type": "paragraph",
          "text": "\"governance\": {",
          "sourceParagraph": 2341
        },
        {
          "blockId": "CH15-MB0166",
          "type": "paragraph",
          "text": "\"incidentOwnerRole\": \"CRITICAL_INCIDENT_REVIEW_LEAD\",",
          "sourceParagraph": 2342
        },
        {
          "blockId": "CH15-MB0167",
          "type": "paragraph",
          "text": "\"publicManifestRequired\": true",
          "sourceParagraph": 2343
        },
        {
          "blockId": "CH15-MB0168",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2344
        },
        {
          "blockId": "CH15-MB0169",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2345
        },
        {
          "blockId": "CH15-MB0170",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2346
        },
        {
          "blockId": "CH15-MB0171",
          "type": "paragraph",
          "text": "81. MACHINE-READABLE RESPONSE GATE RULE",
          "sourceParagraph": 2348
        },
        {
          "blockId": "CH15-MB0172",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH15-R01",
          "sourceParagraph": 2349
        },
        {
          "blockId": "CH15-MB0173",
          "type": "paragraph",
          "text": "A GEO-1000 response MUST NOT receive a pass decision solely from its",
          "sourceParagraph": 2351
        },
        {
          "blockId": "CH15-MB0174",
          "type": "paragraph",
          "text": "average or proportion of supported atomic claims.",
          "sourceParagraph": 2352
        },
        {
          "blockId": "CH15-MB0175",
          "type": "paragraph",
          "text": "Before response-level adjudication, the observation MUST satisfy the",
          "sourceParagraph": 2354
        },
        {
          "blockId": "CH15-MB0176",
          "type": "paragraph",
          "text": "required capture, prompt, AI-system, Truth Pack, and adjudication-quality",
          "sourceParagraph": 2355
        },
        {
          "blockId": "CH15-MB0177",
          "type": "paragraph",
          "text": "conditions.",
          "sourceParagraph": 2356
        },
        {
          "blockId": "CH15-MB0178",
          "type": "paragraph",
          "text": "Every response MUST be evaluated for:",
          "sourceParagraph": 2358
        },
        {
          "blockId": "CH15-MB0179",
          "type": "paragraph",
          "text": "- required response elements,",
          "sourceParagraph": 2360
        },
        {
          "blockId": "CH15-MB0180",
          "type": "paragraph",
          "text": "- confirmed Critical findings,",
          "sourceParagraph": 2361
        },
        {
          "blockId": "CH15-MB0181",
          "type": "paragraph",
          "text": "- confirmed Major findings,",
          "sourceParagraph": 2362
        },
        {
          "blockId": "CH15-MB0182",
          "type": "paragraph",
          "text": "- cumulative Moderate materiality,",
          "sourceParagraph": 2363
        },
        {
          "blockId": "CH15-MB0183",
          "type": "paragraph",
          "text": "- material omissions,",
          "sourceParagraph": 2364
        },
        {
          "blockId": "CH15-MB0184",
          "type": "paragraph",
          "text": "- unresolved core claims,",
          "sourceParagraph": 2365
        },
        {
          "blockId": "CH15-MB0185",
          "type": "paragraph",
          "text": "- refusal or nonresponse,",
          "sourceParagraph": 2366
        },
        {
          "blockId": "CH15-MB0186",
          "type": "paragraph",
          "text": "- internal contradiction,",
          "sourceParagraph": 2367
        },
        {
          "blockId": "CH15-MB0187",
          "type": "paragraph",
          "text": "- self-correction,",
          "sourceParagraph": 2368
        },
        {
          "blockId": "CH15-MB0188",
          "type": "paragraph",
          "text": "- and root-finding clusters.",
          "sourceParagraph": 2369
        },
        {
          "blockId": "CH15-MB0189",
          "type": "paragraph",
          "text": "A confirmed Critical finding MUST create a non-compensatory automatic",
          "sourceParagraph": 2371
        },
        {
          "blockId": "CH15-MB0190",
          "type": "paragraph",
          "text": "response failure.",
          "sourceParagraph": 2372
        },
        {
          "blockId": "CH15-MB0191",
          "type": "paragraph",
          "text": "A confirmed Major finding or failure of a required core response element",
          "sourceParagraph": 2374
        },
        {
          "blockId": "CH15-MB0192",
          "type": "paragraph",
          "text": "MUST create a response failure and MUST NOT be offset by other supported",
          "sourceParagraph": 2375
        },
        {
          "blockId": "CH15-MB0193",
          "type": "paragraph",
          "text": "claims.",
          "sourceParagraph": 2376
        },
        {
          "blockId": "CH15-MB0194",
          "type": "paragraph",
          "text": "Moderate findings MAY permit only a conditional pass when all core",
          "sourceParagraph": 2378
        },
        {
          "blockId": "CH15-MB0195",
          "type": "paragraph",
          "text": "requirements remain satisfied and cumulative materiality does not create",
          "sourceParagraph": 2379
        },
        {
          "blockId": "CH15-MB0196",
          "type": "paragraph",
          "text": "a Major effect.",
          "sourceParagraph": 2380
        },
        {
          "blockId": "CH15-MB0197",
          "type": "paragraph",
          "text": "Advisory findings MUST remain visible but MUST NOT independently block",
          "sourceParagraph": 2382
        },
        {
          "blockId": "CH15-MB0198",
          "type": "paragraph",
          "text": "response passage.",
          "sourceParagraph": 2383
        },
        {
          "blockId": "CH15-MB0199",
          "type": "paragraph",
          "text": "Critical and Major severity MUST be determined independently from claim",
          "sourceParagraph": 2385
        },
        {
          "blockId": "CH15-MB0200",
          "type": "paragraph",
          "text": "frequency and independently from whether the error favours or harms the",
          "sourceParagraph": 2386
        },
        {
          "blockId": "CH15-MB0201",
          "type": "paragraph",
          "text": "audited entity.",
          "sourceParagraph": 2387
        },
        {
          "blockId": "CH15-MB0202",
          "type": "paragraph",
          "text": "Critical findings SHOULD be confirmed through valid capture, sufficient",
          "sourceParagraph": 2389
        },
        {
          "blockId": "CH15-MB0203",
          "type": "paragraph",
          "text": "Truth Pack coverage, independent double review, and appropriate language",
          "sourceParagraph": 2390
        },
        {
          "blockId": "CH15-MB0204",
          "type": "paragraph",
          "text": "or domain expertise.",
          "sourceParagraph": 2391
        },
        {
          "blockId": "CH15-MB0205",
          "type": "paragraph",
          "text": "Reference gaps and unresolved evidence MUST NOT automatically create",
          "sourceParagraph": 2393
        },
        {
          "blockId": "CH15-MB0206",
          "type": "paragraph",
          "text": "Critical, Major, pass, or failure decisions.",
          "sourceParagraph": 2394
        },
        {
          "blockId": "CH15-MB0207",
          "type": "paragraph",
          "text": "Wrong-entity transfer, false license or regulatory authority, actionable",
          "sourceParagraph": 2396
        },
        {
          "blockId": "CH15-MB0208",
          "type": "paragraph",
          "text": "high-stakes misinformation, fabricated material evidence, false",
          "sourceParagraph": 2397
        },
        {
          "blockId": "CH15-MB0209",
          "type": "paragraph",
          "text": "transactional guarantees, unsafe out-of-scope recommendations, serious",
          "sourceParagraph": 2398
        },
        {
          "blockId": "CH15-MB0210",
          "type": "paragraph",
          "text": "unsupported allegations, material boundary omissions, current use of",
          "sourceParagraph": 2399
        },
        {
          "blockId": "CH15-MB0211",
          "type": "paragraph",
          "text": "expired authority, false endorsements, restricted-data exposure, and",
          "sourceParagraph": 2400
        },
        {
          "blockId": "CH15-MB0212",
          "type": "paragraph",
          "text": "evidence laundering MAY activate Critical gates when the defined",
          "sourceParagraph": 2401
        },
        {
          "blockId": "CH15-MB0213",
          "type": "paragraph",
          "text": "materiality conditions are met.",
          "sourceParagraph": 2402
        },
        {
          "blockId": "CH15-MB0214",
          "type": "paragraph",
          "text": "A single confirmed Critical response MUST establish that the event",
          "sourceParagraph": 2404
        },
        {
          "blockId": "CH15-MB0215",
          "type": "paragraph",
          "text": "occurred under the defined product-country-language-prompt-time",
          "sourceParagraph": 2405
        },
        {
          "blockId": "CH15-MB0216",
          "type": "paragraph",
          "text": "conditions. It MUST NOT, by itself, be represented as the prevalence of",
          "sourceParagraph": 2406
        },
        {
          "blockId": "CH15-MB0217",
          "type": "paragraph",
          "text": "that event across all users or all product surfaces.",
          "sourceParagraph": 2407
        },
        {
          "blockId": "CH15-MB0218",
          "type": "paragraph",
          "text": "Every confirmed Critical response MUST open a versioned Critical Incident",
          "sourceParagraph": 2409
        },
        {
          "blockId": "CH15-MB0219",
          "type": "paragraph",
          "text": "Record and trigger scope-appropriate confirmatory review.",
          "sourceParagraph": 2410
        },
        {
          "blockId": "CH15-MB0220",
          "type": "paragraph",
          "text": "An open confirmed Critical incident MUST prevent a claim of zero Critical",
          "sourceParagraph": 2412
        },
        {
          "blockId": "CH15-MB0221",
          "type": "paragraph",
          "text": "errors or full conformity in the affected declared scope.",
          "sourceParagraph": 2413
        },
        {
          "blockId": "CH15-MB0222",
          "type": "paragraph",
          "text": "Remediation and retesting MUST create new observations and new wave",
          "sourceParagraph": 2415
        },
        {
          "blockId": "CH15-MB0223",
          "type": "paragraph",
          "text": "records. They MUST NOT alter or erase the original response decision or",
          "sourceParagraph": 2416
        },
        {
          "blockId": "CH15-MB0224",
          "type": "paragraph",
          "text": "historical incident.",
          "sourceParagraph": 2417
        },
        {
          "blockId": "CH15-MB0225",
          "type": "paragraph",
          "text": "Response decisions, severity levels, gate codes, incident scope,",
          "sourceParagraph": 2419
        },
        {
          "blockId": "CH15-MB0226",
          "type": "paragraph",
          "text": "replication status, conformity effects, appeals, and revisions MUST be",
          "sourceParagraph": 2420
        },
        {
          "blockId": "CH15-MB0227",
          "type": "paragraph",
          "text": "versioned and attributable to an accountable human or organisation.",
          "sourceParagraph": 2421
        },
        {
          "blockId": "CH15-MB0228",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
          "sourceParagraph": 2422
        },
        {
          "blockId": "CH15-MB0229",
          "type": "paragraph",
          "text": "A GEO-1000 response cannot pass solely based on the average or ratio of supported atoms. Confirmed Critical finding is an irremediable automatic response failure; Confirmed Major finding or core mandatory element failure should create a response failure. Moderate finding may allow conditional passage only if core requirements are maintained and cumulative materiality does not create a Major impact.",
          "sourceParagraph": 2423
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        },
        {
          "blockId": "CH16-MB0102",
          "type": "paragraph",
          "text": "\"productCoefficientRecord\": {",
          "sourceParagraph": 2041
        },
        {
          "blockId": "CH16-MB0103",
          "type": "paragraph",
          "text": "\"coefficientRecordId\": \"NGCOEF-SYNTH-ECOSYSTEM-001\",",
          "sourceParagraph": 2042
        },
        {
          "blockId": "CH16-MB0104",
          "type": "paragraph",
          "text": "\"coefficientVersion\": \"1.0.0\",",
          "sourceParagraph": 2043
        },
        {
          "blockId": "CH16-MB0105",
          "type": "paragraph",
          "text": "\"targetPeriod\": {",
          "sourceParagraph": 2044
        },
        {
          "blockId": "CH16-MB0106",
          "type": "paragraph",
          "text": "\"from\": \"2026-07-01\",",
          "sourceParagraph": 2045
        },
        {
          "blockId": "CH16-MB0107",
          "type": "paragraph",
          "text": "\"to\": \"2026-09-30\"",
          "sourceParagraph": 2046
        },
        {
          "blockId": "CH16-MB0108",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2047
        },
        {
          "blockId": "CH16-MB0109",
          "type": "paragraph",
          "text": "\"targetPopulation\": \"DEFINED_ACTIVE_ELIGIBLE_AI_USERS\",",
          "sourceParagraph": 2048
        },
        {
          "blockId": "CH16-MB0110",
          "type": "paragraph",
          "text": "\"equalProductCoefficients\": [",
          "sourceParagraph": 2049
        },
        {
          "blockId": "CH16-MB0111",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2050
        },
        {
          "blockId": "CH16-MB0112",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A1\",",
          "sourceParagraph": 2051
        },
        {
          "blockId": "CH16-MB0113",
          "type": "paragraph",
          "text": "\"coefficient\": 0.25",
          "sourceParagraph": 2052
        },
        {
          "blockId": "CH16-MB0114",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2053
        },
        {
          "blockId": "CH16-MB0115",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2054
        },
        {
          "blockId": "CH16-MB0116",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A2\",",
          "sourceParagraph": 2055
        },
        {
          "blockId": "CH16-MB0117",
          "type": "paragraph",
          "text": "\"coefficient\": 0.25",
          "sourceParagraph": 2056
        },
        {
          "blockId": "CH16-MB0118",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2057
        },
        {
          "blockId": "CH16-MB0119",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2058
        },
        {
          "blockId": "CH16-MB0120",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A3\",",
          "sourceParagraph": 2059
        },
        {
          "blockId": "CH16-MB0121",
          "type": "paragraph",
          "text": "\"coefficient\": 0.25",
          "sourceParagraph": 2060
        },
        {
          "blockId": "CH16-MB0122",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2061
        },
        {
          "blockId": "CH16-MB0123",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2062
        },
        {
          "blockId": "CH16-MB0124",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A4\",",
          "sourceParagraph": 2063
        },
        {
          "blockId": "CH16-MB0125",
          "type": "paragraph",
          "text": "\"coefficient\": 0.25",
          "sourceParagraph": 2064
        },
        {
          "blockId": "CH16-MB0126",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2065
        },
        {
          "blockId": "CH16-MB0127",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2066
        },
        {
          "blockId": "CH16-MB0128",
          "type": "paragraph",
          "text": "\"exposureCoefficients\": [",
          "sourceParagraph": 2067
        },
        {
          "blockId": "CH16-MB0129",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2068
        },
        {
          "blockId": "CH16-MB0130",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A1\",",
          "sourceParagraph": 2069
        },
        {
          "blockId": "CH16-MB0131",
          "type": "paragraph",
          "text": "\"verifiedExposureUnit\": 55000000,",
          "sourceParagraph": 2070
        },
        {
          "blockId": "CH16-MB0132",
          "type": "paragraph",
          "text": "\"coefficient\": 0.55",
          "sourceParagraph": 2071
        },
        {
          "blockId": "CH16-MB0133",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2072
        },
        {
          "blockId": "CH16-MB0134",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2073
        },
        {
          "blockId": "CH16-MB0135",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A2\",",
          "sourceParagraph": 2074
        },
        {
          "blockId": "CH16-MB0136",
          "type": "paragraph",
          "text": "\"verifiedExposureUnit\": 25000000,",
          "sourceParagraph": 2075
        },
        {
          "blockId": "CH16-MB0137",
          "type": "paragraph",
          "text": "\"coefficient\": 0.25",
          "sourceParagraph": 2076
        },
        {
          "blockId": "CH16-MB0138",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2077
        },
        {
          "blockId": "CH16-MB0139",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2078
        },
        {
          "blockId": "CH16-MB0140",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A3\",",
          "sourceParagraph": 2079
        },
        {
          "blockId": "CH16-MB0141",
          "type": "paragraph",
          "text": "\"verifiedExposureUnit\": 15000000,",
          "sourceParagraph": 2080
        },
        {
          "blockId": "CH16-MB0142",
          "type": "paragraph",
          "text": "\"coefficient\": 0.15",
          "sourceParagraph": 2081
        },
        {
          "blockId": "CH16-MB0143",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2082
        },
        {
          "blockId": "CH16-MB0144",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 2083
        },
        {
          "blockId": "CH16-MB0145",
          "type": "paragraph",
          "text": "\"aiProductId\": \"SYNTH-A4\",",
          "sourceParagraph": 2084
        },
        {
          "blockId": "CH16-MB0146",
          "type": "paragraph",
          "text": "\"verifiedExposureUnit\": 5000000,",
          "sourceParagraph": 2085
        },
        {
          "blockId": "CH16-MB0147",
          "type": "paragraph",
          "text": "\"coefficient\": 0.05",
          "sourceParagraph": 2086
        },
        {
          "blockId": "CH16-MB0148",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2087
        },
        {
          "blockId": "CH16-MB0149",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2088
        },
        {
          "blockId": "CH16-MB0150",
          "type": "paragraph",
          "text": "\"coefficientRules\": {",
          "sourceParagraph": 2089
        },
        {
          "blockId": "CH16-MB0151",
          "type": "paragraph",
          "text": "\"performanceDependent\": false,",
          "sourceParagraph": 2090
        },
        {
          "blockId": "CH16-MB0152",
          "type": "paragraph",
          "text": "\"providerReputationDependent\": false,",
          "sourceParagraph": 2091
        },
        {
          "blockId": "CH16-MB0153",
          "type": "paragraph",
          "text": "\"commercialSponsorDependent\": false,",
          "sourceParagraph": 2092
        },
        {
          "blockId": "CH16-MB0154",
          "type": "paragraph",
          "text": "\"lockedBeforeProductScores\": true,",
          "sourceParagraph": 2093
        },
        {
          "blockId": "CH16-MB0155",
          "type": "paragraph",
          "text": "\"activeUserAndAccountCountsDistinguished\": true",
          "sourceParagraph": 2094
        },
        {
          "blockId": "CH16-MB0156",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2095
        },
        {
          "blockId": "CH16-MB0157",
          "type": "paragraph",
          "text": "\"outputs\": {",
          "sourceParagraph": 2096
        },
        {
          "blockId": "CH16-MB0158",
          "type": "paragraph",
          "text": "\"equalProductEcosystemScore\": 945,",
          "sourceParagraph": 2097
        },
        {
          "blockId": "CH16-MB0159",
          "type": "paragraph",
          "text": "\"exposureWeightedEcosystemScore\": 947,",
          "sourceParagraph": 2098
        },
        {
          "blockId": "CH16-MB0160",
          "type": "paragraph",
          "text": "\"anyOpenConfirmedCriticalProduct\": true,",
          "sourceParagraph": 2099
        },
        {
          "blockId": "CH16-MB0161",
          "type": "paragraph",
          "text": "\"criticalProductIds\": [",
          "sourceParagraph": 2100
        },
        {
          "blockId": "CH16-MB0162",
          "type": "paragraph",
          "text": "\"SYNTH-A4\"",
          "sourceParagraph": 2101
        },
        {
          "blockId": "CH16-MB0163",
          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 2102
        },
        {
          "blockId": "CH16-MB0164",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2103
        },
        {
          "blockId": "CH16-MB0165",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2104
        },
        {
          "blockId": "CH16-MB0166",
          "type": "paragraph",
          "text": "\"coefficientOwnerRole\": \"ECOSYSTEM_EXPOSURE_METHODS_LEAD\"",
          "sourceParagraph": 2105
        },
        {
          "blockId": "CH16-MB0167",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2106
        },
        {
          "blockId": "CH16-MB0168",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2107
        },
        {
          "blockId": "CH16-MB0169",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2108
        },
        {
          "blockId": "CH16-MB0170",
          "type": "paragraph",
          "text": "These records:",
          "sourceParagraph": 2109
        },
        {
          "blockId": "CH16-MB0171",
          "type": "paragraph",
          "text": "actual AI provider,",
          "sourceParagraph": 2110
        },
        {
          "blockId": "CH16-MB0172",
          "type": "paragraph",
          "text": "actual number of users,",
          "sourceParagraph": 2111
        },
        {
          "blockId": "CH16-MB0173",
          "type": "paragraph",
          "text": "actual company score",
          "sourceParagraph": 2112
        },
        {
          "blockId": "CH16-MB0174",
          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2113
        },
        {
          "blockId": "CH16-MB0175",
          "type": "paragraph",
          "text": "Score architecture is a synthetic, machine-readable representation.",
          "sourceParagraph": 2114
        },
        {
          "blockId": "CH16-MB0176",
          "type": "paragraph",
          "text": "RULE FOR MACHINE-READABLE SECTION 78",
          "sourceParagraph": 2116
        },
        {
          "blockId": "CH16-MB0177",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH16-R01",
          "sourceParagraph": 2117
        },
        {
          "blockId": "CH16-MB0178",
          "type": "paragraph",
          "text": "No NOMOS result may be published as a naked composite score.",
          "sourceParagraph": 2119
        },
        {
          "blockId": "CH16-MB0179",
          "type": "paragraph",
          "text": "Every published score MUST first disclose:",
          "sourceParagraph": 2121
        },
        {
          "blockId": "CH16-MB0180",
          "type": "paragraph",
          "text": "- the gate status,",
          "sourceParagraph": 2123
        },
        {
          "blockId": "CH16-MB0181",
          "type": "paragraph",
          "text": "- the GEO-1000 response-status distribution,",
          "sourceParagraph": 2124
        },
        {
          "blockId": "CH16-MB0182",
          "type": "paragraph",
          "text": "- Strict and Acceptable Pass equivalents,",
          "sourceParagraph": 2125
        },
        {
          "blockId": "CH16-MB0183",
          "type": "paragraph",
          "text": "- Critical and Major equivalents,",
          "sourceParagraph": 2126
        },
        {
          "blockId": "CH16-MB0184",
          "type": "paragraph",
          "text": "- Unresolved, No-Usable-Response, and Not-Ratable equivalents,",
          "sourceParagraph": 2127
        },
        {
          "blockId": "CH16-MB0185",
          "type": "paragraph",
          "text": "- component scores,",
          "sourceParagraph": 2128
        },
        {
          "blockId": "CH16-MB0186",
          "type": "paragraph",
          "text": "- uncertainty,",
          "sourceParagraph": 2129
        },
        {
          "blockId": "CH16-MB0187",
          "type": "paragraph",
          "text": "- effective sample size,",
          "sourceParagraph": 2130
        },
        {
          "blockId": "CH16-MB0188",
          "type": "paragraph",
          "text": "- scope,",
          "sourceParagraph": 2131
        },
        {
          "blockId": "CH16-MB0189",
          "type": "paragraph",
          "text": "- and score-method version.",
          "sourceParagraph": 2132
        },
        {
          "blockId": "CH16-MB0190",
          "type": "paragraph",
          "text": "The primary GEO-1000 output MUST express the population-weighted",
          "sourceParagraph": 2134
        },
        {
          "blockId": "CH16-MB0191",
          "type": "paragraph",
          "text": "equivalent number of users, out of 1,000, receiving each RP-1 through",
          "sourceParagraph": 2135
        },
        {
          "blockId": "CH16-MB0192",
          "type": "paragraph",
          "text": "RP-8 response status.",
          "sourceParagraph": 2136
        },
        {
          "blockId": "CH16-MB0193",
          "type": "paragraph",
          "text": "Critical and Major findings are non-compensatory. No atomic-claim",
          "sourceParagraph": 2138
        },
        {
          "blockId": "CH16-MB0194",
          "type": "paragraph",
          "text": "average, response-pass rate, component score, product coefficient, or",
          "sourceParagraph": 2139
        },
        {
          "blockId": "CH16-MB0195",
          "type": "paragraph",
          "text": "ecosystem composite may override an active Critical or Major gate.",
          "sourceParagraph": 2140
        },
        {
          "blockId": "CH16-MB0196",
          "type": "paragraph",
          "text": "Atomic, required-element, component, composite, fairness, stability,",
          "sourceParagraph": 2142
        },
        {
          "blockId": "CH16-MB0197",
          "type": "paragraph",
          "text": "Critical-rate, and publication-quality metrics MUST remain distinct.",
          "sourceParagraph": 2143
        },
        {
          "blockId": "CH16-MB0198",
          "type": "paragraph",
          "text": "The canonical candidate NOMOS composite consists of ten separately",
          "sourceParagraph": 2145
        },
        {
          "blockId": "CH16-MB0199",
          "type": "paragraph",
          "text": "reported 0–100 components:",
          "sourceParagraph": 2146
        },
        {
          "blockId": "CH16-MB0200",
          "type": "paragraph",
          "text": "- Entity Integrity,",
          "sourceParagraph": 2148
        },
        {
          "blockId": "CH16-MB0201",
          "type": "paragraph",
          "text": "- Factual Fidelity,",
          "sourceParagraph": 2149
        },
        {
          "blockId": "CH16-MB0202",
          "type": "paragraph",
          "text": "- Scope and Boundary Integrity,",
          "sourceParagraph": 2150
        },
        {
          "blockId": "CH16-MB0203",
          "type": "paragraph",
          "text": "- Temporal and Local Accuracy,",
          "sourceParagraph": 2151
        },
        {
          "blockId": "CH16-MB0204",
          "type": "paragraph",
          "text": "- Evidence and Citation Integrity,",
          "sourceParagraph": 2152
        },
        {
          "blockId": "CH16-MB0205",
          "type": "paragraph",
          "text": "- Epistemic Integrity,",
          "sourceParagraph": 2153
        },
        {
          "blockId": "CH16-MB0206",
          "type": "paragraph",
          "text": "- Task Completion and Relevance,",
          "sourceParagraph": 2154
        },
        {
          "blockId": "CH16-MB0207",
          "type": "paragraph",
          "text": "- Language and Geographic Fairness,",
          "sourceParagraph": 2155
        },
        {
          "blockId": "CH16-MB0208",
          "type": "paragraph",
          "text": "- User-State and Surface Integrity,",
          "sourceParagraph": 2156
        },
        {
          "blockId": "CH16-MB0209",
          "type": "paragraph",
          "text": "- and Stability and Replicability.",
          "sourceParagraph": 2157
        },
        {
          "blockId": "CH16-MB0210",
          "type": "paragraph",
          "text": "A full 0–1,000 composite MUST NOT be produced when a required component",
          "sourceParagraph": 2159
        },
        {
          "blockId": "CH16-MB0211",
          "type": "paragraph",
          "text": "is not estimable. Missing component weight MUST NOT be silently",
          "sourceParagraph": 2160
        },
        {
          "blockId": "CH16-MB0212",
          "type": "paragraph",
          "text": "redistributed.",
          "sourceParagraph": 2161
        },
        {
          "blockId": "CH16-MB0213",
          "type": "paragraph",
          "text": "Native Reach, Common Support, Controlled Clean, Natural User, current",
          "sourceParagraph": 2163
        },
        {
          "blockId": "CH16-MB0214",
          "type": "paragraph",
          "text": "wave, rolling, equal-product, and exposure-weighted scores MUST remain",
          "sourceParagraph": 2164
        },
        {
          "blockId": "CH16-MB0215",
          "type": "paragraph",
          "text": "separately identified.",
          "sourceParagraph": 2165
        },
        {
          "blockId": "CH16-MB0216",
          "type": "paragraph",
          "text": "AI-product coefficients MUST be locked before product results are",
          "sourceParagraph": 2167
        },
        {
          "blockId": "CH16-MB0217",
          "type": "paragraph",
          "text": "observed and MUST NOT depend on product performance, provider reputation,",
          "sourceParagraph": 2168
        },
        {
          "blockId": "CH16-MB0218",
          "type": "paragraph",
          "text": "client preference, sponsorship, or desired outcome.",
          "sourceParagraph": 2169
        },
        {
          "blockId": "CH16-MB0219",
          "type": "paragraph",
          "text": "Equal-product coefficients estimate average tested-product performance.",
          "sourceParagraph": 2171
        },
        {
          "blockId": "CH16-MB0220",
          "type": "paragraph",
          "text": "Exposure coefficients estimate average defined-user exposure. These",
          "sourceParagraph": 2172
        },
        {
          "blockId": "CH16-MB0221",
          "type": "paragraph",
          "text": "estimands MUST NOT be represented as equivalent.",
          "sourceParagraph": 2173
        },
        {
          "blockId": "CH16-MB0222",
          "type": "paragraph",
          "text": "An ecosystem composite MUST retain product-level Critical and Major",
          "sourceParagraph": 2175
        },
        {
          "blockId": "CH16-MB0223",
          "type": "paragraph",
          "text": "incident visibility. High scores in other products MUST NOT erase a",
          "sourceParagraph": 2176
        },
        {
          "blockId": "CH16-MB0224",
          "type": "paragraph",
          "text": "lower-weighted product's confirmed Critical incident.",
          "sourceParagraph": 2177
        },
        {
          "blockId": "CH16-MB0225",
          "type": "paragraph",
          "text": "Unresolved claims MUST produce visible reference-uncertainty bounds and",
          "sourceParagraph": 2179
        },
        {
          "blockId": "CH16-MB0226",
          "type": "paragraph",
          "text": "MUST NOT be silently treated as correct, incorrect, or absent.",
          "sourceParagraph": 2180
        },
        {
          "blockId": "CH16-MB0227",
          "type": "paragraph",
          "text": "Sampling uncertainty, reference uncertainty, score sensitivity, raw",
          "sourceParagraph": 2182
        },
        {
          "blockId": "CH16-MB0228",
          "type": "paragraph",
          "text": "sample size, and effective sample size MUST be separately reported.",
          "sourceParagraph": 2183
        },
        {
          "blockId": "CH16-MB0229",
          "type": "paragraph",
          "text": "Zero observed confirmed Critical incidents MUST NOT be represented as",
          "sourceParagraph": 2185
        },
        {
          "blockId": "CH16-MB0230",
          "type": "paragraph",
          "text": "zero Critical risk. A method-appropriate one-sided upper bound MUST be",
          "sourceParagraph": 2186
        },
        {
          "blockId": "CH16-MB0231",
          "type": "paragraph",
          "text": "reported.",
          "sourceParagraph": 2187
        },
        {
          "blockId": "CH16-MB0232",
          "type": "paragraph",
          "text": "A NOMOS 950+ performance candidate MUST satisfy score, Strict Pass,",
          "sourceParagraph": 2189
        },
        {
          "blockId": "CH16-MB0233",
          "type": "paragraph",
          "text": "gate, component-floor, unresolved, quality, coverage, and replication",
          "sourceParagraph": 2190
        },
        {
          "blockId": "CH16-MB0234",
          "type": "paragraph",
          "text": "conditions. A composite score of 950 or more alone is insufficient.",
          "sourceParagraph": 2191
        },
        {
          "blockId": "CH16-MB0235",
          "type": "paragraph",
          "text": "Every score formula, mapping, coefficient, dataset, code version,",
          "sourceParagraph": 2193
        },
        {
          "blockId": "CH16-MB0236",
          "type": "paragraph",
          "text": "confidence procedure, publication decision, revision, and integrity",
          "sourceParagraph": 2194
        },
        {
          "blockId": "CH16-MB0237",
          "type": "paragraph",
          "text": "record MUST be versioned and attributable to an accountable human or",
          "sourceParagraph": 2195
        },
        {
          "blockId": "CH16-MB0238",
          "type": "paragraph",
          "text": "organisation.",
          "sourceParagraph": 2196
        },
        {
          "blockId": "CH16-MB0239",
          "type": "paragraph",
          "text": "Normative Turkish equivalent:",
          "sourceParagraph": 2197
        },
        {
          "blockId": "CH16-MB0240",
          "type": "paragraph",
          "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.",
          "sourceParagraph": 2198
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          "text": "las puntuaciones de ola, rodante, de producto igual y ponderadas por exposición DEBEN permanecer",
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          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0215",
          "type": "paragraph",
          "text": "identificadas por separado.",
          "sourceParagraph": 2165,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0216",
          "type": "paragraph",
          "text": "Los coeficientes de producto de IA DEBEN estar fijados antes de que los resultados del producto sean",
          "sourceParagraph": 2167,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0217",
          "type": "paragraph",
          "text": "observados y NO DEBEN depender del rendimiento del producto, la reputación del proveedor,",
          "sourceParagraph": 2168,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0218",
          "type": "paragraph",
          "text": "la preferencia del cliente, el patrocinio o el resultado deseado.",
          "sourceParagraph": 2169,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0219",
          "type": "paragraph",
          "text": "Los coeficientes de producto igual estiman el rendimiento promedio del producto probado.",
          "sourceParagraph": 2171,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0220",
          "type": "paragraph",
          "text": "Los coeficientes de exposición estiman la exposición promedio del usuario definido. Estos",
          "sourceParagraph": 2172,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0221",
          "type": "paragraph",
          "text": "estimandos NO DEBEN ser representados como equivalentes.",
          "sourceParagraph": 2173,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0222",
          "type": "paragraph",
          "text": "Un compuesto de ecosistema DEBE mantener los niveles de Producto Crítico y Mayor",
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          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0223",
          "type": "paragraph",
          "text": "visibilidad de incidentes. Las altas puntuaciones en otros productos NO DEBEN borrar a",
          "sourceParagraph": 2176,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0224",
          "type": "paragraph",
          "text": "Incidente crítico confirmado del producto de menor peso.",
          "sourceParagraph": 2177,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0225",
          "type": "paragraph",
          "text": "Las afirmaciones no resueltas DEBEN producir límites visibles de incertidumbre de referencia y",
          "sourceParagraph": 2179,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0226",
          "type": "paragraph",
          "text": "NO DEBE ser tratado silenciosamente como correcto, incorrecto o ausente.",
          "sourceParagraph": 2180,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0227",
          "type": "paragraph",
          "text": "Incertidumbre de muestreo, incertidumbre de referencia, sensibilidad de la puntuación, sin procesar",
          "sourceParagraph": 2182,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0228",
          "type": "paragraph",
          "text": "El tamaño de la muestra y el tamaño de la muestra efectivo DEBEN informarse por separado.",
          "sourceParagraph": 2183,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0229",
          "type": "paragraph",
          "text": "Cero incidentes críticos confirmados observados NO DEBEN ser representados como",
          "sourceParagraph": 2185,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0230",
          "type": "paragraph",
          "text": "riesgo crítico cero. Se DEBE aplicar un límite superior unilateral apropiado al método",
          "sourceParagraph": 2186,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0231",
          "type": "paragraph",
          "text": "informado.",
          "sourceParagraph": 2187,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0232",
          "type": "paragraph",
          "text": "Un candidato a rendimiento NOMOS 950+ DEBE cumplir con la puntuación, Aprobación estricta,",
          "sourceParagraph": 2189,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0233",
          "type": "paragraph",
          "text": "puerta, componente-piso, sin resolver, calidad, cobertura y replicación",
          "sourceParagraph": 2190,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0234",
          "type": "paragraph",
          "text": "condiciones. Una puntuación compuesta de 950 o más por sí sola es insuficiente.",
          "sourceParagraph": 2191,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0235",
          "type": "paragraph",
          "text": "Cada fórmula de puntuación, mapeo, coeficiente, conjunto de datos, versión de código,",
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          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0236",
          "type": "paragraph",
          "text": "procedimiento de confianza, decisión de publicación, revisión y registro de integridad",
          "sourceParagraph": 2194,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0237",
          "type": "paragraph",
          "text": "DEBE estar versionado y ser atribuible a un humano responsable o",
          "sourceParagraph": 2195,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0238",
          "type": "paragraph",
          "text": "organización responsable.",
          "sourceParagraph": 2196,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0239",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
          "sourceParagraph": 2197,
          "language": "es-ES"
        },
        {
          "blockId": "CH16-MB0240",
          "type": "paragraph",
          "text": "Ningún resultado NOMOS puede publicarse como un solo puntuación compuesta en bruto. Cada resultado debe mostrar primero el estado de la puerta, la distribución de respuestas GEO-1000, los equivalentes de usuario de Paso Estricto y Aceptable, las distribuciones de Crítico, Mayor, No Resuelto, Sin Respuesta y No Evaluable; luego debe mostrar los puntuaciones de los componentes, la incertidumbre, el tamaño de muestra efectivo, el alcance y la versión de la puntuación.",
          "sourceParagraph": 2198,
          "language": "es-ES"
        }
      ]
    },
    {
      "chapter": 17,
      "chapterId": "NOMOS-GEO-AUDIT-CH17",
      "title": "Diseño de prueba sintética de Apple.com",
      "subtitle": "Se prueba el estándar, no una empresa",
      "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.",
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          "text": "SYNTHETIC SCHEMA EXAMPLE",
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          "blockId": "CH17-MB0222",
          "type": "paragraph",
          "text": "}",
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          "blockId": "CH17-MB0223",
          "type": "paragraph",
          "text": "}",
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          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2397
        },
        {
          "blockId": "CH17-MB0225",
          "type": "paragraph",
          "text": "These records:",
          "sourceParagraph": 2398
        },
        {
          "blockId": "CH17-MB0226",
          "type": "paragraph",
          "text": "actual Apple audit,",
          "sourceParagraph": 2399
        },
        {
          "blockId": "CH17-MB0227",
          "type": "paragraph",
          "text": "real AI provider behaviour,",
          "sourceParagraph": 2400
        },
        {
          "blockId": "CH17-MB0228",
          "type": "paragraph",
          "text": "real user result",
          "sourceParagraph": 2401
        },
        {
          "blockId": "CH17-MB0229",
          "type": "paragraph",
          "text": "a real company performance.",
          "sourceParagraph": 2402
        },
        {
          "blockId": "CH17-MB0230",
          "type": "paragraph",
          "text": "It is a machine-readable synthetic representation of the benchmark design.",
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        },
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          "type": "paragraph",
          "text": "MACHINE-READABLE RULE OF SECTION 90",
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        },
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          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH17-R01",
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          "blockId": "CH17-MB0233",
          "type": "paragraph",
          "text": "The Apple.com Synthetic Benchmark MUST evaluate the NOMOS audit method,",
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          "type": "paragraph",
          "text": "not the real-world performance of Apple Inc., apple.com, or any actual AI",
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          "type": "paragraph",
          "text": "provider.",
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          "type": "paragraph",
          "text": "All benchmark entities, claims, evidence objects, users, countries,",
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        },
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          "blockId": "CH17-MB0237",
          "type": "paragraph",
          "text": "languages, AI products, responses, citations, captures, incidents, and",
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        },
        {
          "blockId": "CH17-MB0238",
          "type": "paragraph",
          "text": "scores MUST be clearly identified as synthetic.",
          "sourceParagraph": 2414
        },
        {
          "blockId": "CH17-MB0239",
          "type": "paragraph",
          "text": "The benchmark MUST maintain a separate APPLE-SYNTH entity twin and MUST",
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        },
        {
          "blockId": "CH17-MB0240",
          "type": "paragraph",
          "text": "NOT represent its Truth Pack as factual information about the real",
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        },
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          "type": "paragraph",
          "text": "company.",
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        },
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          "blockId": "CH17-MB0242",
          "type": "paragraph",
          "text": "The principal benchmark corpus MUST contain:",
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          "type": "paragraph",
          "text": "- ten synthetic AI product profiles,",
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        },
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          "type": "paragraph",
          "text": "- one thousand unique synthetic participants per product per wave,",
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        },
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          "type": "paragraph",
          "text": "- three measurement waves,",
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        },
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          "type": "paragraph",
          "text": "- and thirty thousand principal responses.",
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        },
        {
          "blockId": "CH17-MB0247",
          "type": "paragraph",
          "text": "Synthetic participant identities MUST NOT be reused across products or",
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        },
        {
          "blockId": "CH17-MB0248",
          "type": "paragraph",
          "text": "waves in the principal corpus. Product samples SHOULD use matched",
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        },
        {
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          "type": "paragraph",
          "text": "population distributions without using the same person unit.",
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        },
        {
          "blockId": "CH17-MB0250",
          "type": "paragraph",
          "text": "The principal prevalence corpus, severity challenge corpus, capture",
          "sourceParagraph": 2431
        },
        {
          "blockId": "CH17-MB0251",
          "type": "paragraph",
          "text": "integrity corpus, adjudication gold corpus, and diagnostic annex MUST",
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        },
        {
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          "type": "paragraph",
          "text": "remain separately identified and MUST NOT share prevalence denominators.",
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        },
        {
          "blockId": "CH17-MB0253",
          "type": "paragraph",
          "text": "Generator Truth MUST be created, versioned, hashed, and sealed before",
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        },
        {
          "blockId": "CH17-MB0254",
          "type": "paragraph",
          "text": "response adjudication. It MUST remain hidden from claim extractors,",
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        },
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          "type": "paragraph",
          "text": "adjudicators, and score analysts until their results are locked.",
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          "text": "Random seeds, synthetic AI profiles, error-injection rules, prompt",
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          "text": "versions, Truth Pack records, score methods, and candidate acceptance",
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          "type": "paragraph",
          "text": "thresholds MUST be locked before the sealed validation corpus is opened.",
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        {
          "blockId": "CH17-MB0259",
          "type": "paragraph",
          "text": "Benchmark cases MUST include direct, implicit, attributed, modal,",
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          "type": "paragraph",
          "text": "scope-limited, temporal, citation-based, omission-based, self-correcting,",
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          "type": "paragraph",
          "text": "and entity-conflating failure modes.",
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          "type": "paragraph",
          "text": "Critical-event prevalence MUST be estimated from the principal corpus.",
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          "blockId": "CH17-MB0263",
          "type": "paragraph",
          "text": "Critical detection capability MUST be tested in a separate challenge",
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          "type": "paragraph",
          "text": "corpus with sufficient examples and Critical-like negative controls.",
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          "text": "No challenge-set oversampling may alter the principal GEO-1000",
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          "type": "paragraph",
          "text": "Synthetic screenshots and response artefacts MUST carry visible and",
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        },
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          "type": "paragraph",
          "text": "machine-readable notices that they are not live AI outputs or real entity",
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          "text": "performance evidence.",
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          "text": "The benchmark MUST prevent its synthetic claims from being published or",
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          "type": "paragraph",
          "text": "indexed as real information about the anchor entity.",
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          "text": "Benchmark success MUST be determined by recovery of sealed Generator",
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          "type": "paragraph",
          "text": "Truth, including claim boundaries, atomic decisions, omissions,",
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          "text": "High general accuracy MUST NOT compensate for missed Critical cases.",
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          "type": "paragraph",
          "text": "Critical recall and Critical false-positive rate MUST be reported",
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        {
          "blockId": "CH17-MB0278",
          "type": "paragraph",
          "text": "together.",
          "sourceParagraph": 2468
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          "type": "paragraph",
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          "text": "misclassification MUST remain visible and MUST NOT be removed by",
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          "type": "paragraph",
          "text": "organisation.",
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          "text": "Normative Turkish equivalent:",
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          "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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      "normativeRuleLocalized": "El Benchmark Sintético Apple.com DEBE evaluar el método de auditoría NOMOS, no el rendimiento en el mundo real de Apple Inc., apple.com, o cualquier proveedor real de IA. Todas las entidades del benchmark, afirmaciones, objetos de evidencia, usuarios, países, idiomas, productos de IA, respuestas, citas, capturas, incidentes y puntuaciones DEBEN ser claramente identificados como sintéticos. El benchmark DEBE mantener un gemelo ente APPLE-SYNTH separado y NO DEBE representar su Paquete de Verdad como información factual sobre la empresa real. El corpus de referencia principal DEBE contener: - diez perfiles de productos sintéticos de IA, - mil participantes sintéticos únicos por producto y por oleada, - tres oleadas de medición, - y treinta mil respuestas principales. Las identidades de los participantes sintéticos NO DEBEN reutilizarse entre productos ni oleadas en el corpus principal. Las muestras de productos DEBERÍAN usar distribuciones poblacionales coincidentes sin usar la misma unidad de persona. El corpus de prevalencia principal, el corpus de desafío de severidad, el corpus de integridad de captura, el corpus de oro de adjudicación y el anexo diagnóstico DEBEN permanecer identificados por separado y NO DEBEN compartir denominadores de prevalencia. La Verdad del Generador DEBE ser creada, versionada, hasheada y sellada antes de la adjudicación de respuestas. DEBE permanecer oculto para los extractores de afirmaciones, los adjudicadores y los analistas de puntuaciones hasta que sus resultados estén fijados. Las semillas aleatorias, los perfiles de IA sintéticos, las reglas de inyección de errores, las versiones de los prompts, los registros de Truth Pack, los métodos de puntuación y los umbrales de aceptación de candidatos DEBEN bloquearse antes de que se abra el corpus de validación sellado. Los casos de referencia DEBEN incluir modos de fallo directos, implícitos, atribuidos, modales, de alcance limitado, temporales, basados en citas, basados en omisiones, autocorregibles y con fusión de entidades. La prevalencia de eventos críticos DEBE estimarse a partir del corpus principal. La capacidad de detección crítica DEBE probarse en un corpus de desafío separado con ejemplos suficientes y controles negativos similares a los críticos. Ningún sobremuestreo del conjunto de desafíos PUEDE alterar la distribución principal GEO-1000 o la estimación de prevalencia crítica. Las capturas de pantalla sintéticas y los artefactos de respuesta DEBEN llevar prompts visibles y legibles por máquina que indiquen que no son salidas de IA en vivo ni evidencia de desempeño real de la entidad. El punto de referencia DEBE evitar que sus afirmaciones sintéticas se publiquen o indexen como información real sobre la entidad ancla. El éxito del punto de referencia DEBE determinarse por la recuperación de la Verdad del Generador sellada, incluyendo los límites de las afirmaciones, decisiones atómicas, omisiones, puertas Críticas y Mayores, estados de respuesta, puntuaciones de componentes, puntuaciones compuestas, resultados de equidad, validez de captura y cobertura de incertidumbre. La alta precisión general NO DEBE compensar los casos Críticos perdidos. La recuperación crítica y la tasa de falsos positivos críticos DEBEN informarse juntas. Un umbral de referencia fallido, un evento de filtración, un error de recuperación o una clasificación incorrecta DEBE permanecer visible y NO DEBE eliminarse cambiando etiquetas, semillas, muestras, pesos o reglas de puntuación después de observar los resultados. Cada diseño de referencia, generación, sellado, auditoría de filtraciones, adjudicación, cálculo de recuperación, decisión de umbral, revisión y publicación pública DEBE estar versionado y ser atribuible a un humano o una organización responsable.",
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          "text": "con ejemplos suficientes y controles negativos similares a los críticos.",
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          "text": "Ningún sobresampling del conjunto de desafío puede alterar la distribución principal de GEO-1000",
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          "blockId": "CH17-MB0266",
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          "text": "o la estimación de prevalencia crítica.",
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          "text": "Las capturas de pantalla sintéticas y los artefactos de respuesta DEBEN llevar avisos visibles y",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0269",
          "type": "paragraph",
          "text": "evidencia de rendimiento.",
          "sourceParagraph": 2456,
          "language": "es-ES"
        },
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          "blockId": "CH17-MB0270",
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          "text": "El punto de referencia DEBE impedir que sus afirmaciones sintéticas se publiquen o",
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        },
        {
          "blockId": "CH17-MB0271",
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          "text": "se indexen como información real sobre la entidad ancla.",
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          "text": "El éxito del punto de referencia DEBE determinarse mediante la recuperación de la Verdad",
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          "blockId": "CH17-MB0274",
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          "text": "puertas Críticas y Mayores, estados de respuesta, puntuaciones de componentes, puntuaciones",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0275",
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          "text": "compuestas, resultados de equidad, validez de captura y cobertura de incertidumbre.",
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          "language": "es-ES"
        },
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          "text": "Una alta precisión general NO DEBE compensar los casos Críticos no detectados.",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0277",
          "type": "paragraph",
          "text": "Se DEBE informar la recuperación Crítica y la tasa de falsos positivos Críticos.",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0278",
          "type": "paragraph",
          "text": "juntos.",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0279",
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          "text": "Un umbral de referencia fallido, evento de filtración, error de recuperación o",
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          "language": "es-ES"
        },
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          "blockId": "CH17-MB0280",
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          "text": "una clasificación incorrecta DEBE permanecer visible y NO DEBE ser eliminado mediante",
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          "text": "cambio de etiquetas, semillas, muestras, pesos o reglas de puntuación después de que los resultados",
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          "blockId": "CH17-MB0282",
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          "blockId": "CH17-MB0283",
          "type": "paragraph",
          "text": "Cada diseño de referencia, generación, sellado, auditoría de filtración, adjudicación,",
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          "text": "cálculo de recuperación, decisión de umbral, revisión y publicación pública",
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          "blockId": "CH17-MB0285",
          "type": "paragraph",
          "text": "DEBE ser versionado y atribuible a un humano responsable o",
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          "text": "organización responsable.",
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          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
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        },
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          "blockId": "CH17-MB0288",
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          "text": "El Benchmark Sintético Apple.com debería evaluar no el desempeño de la verdadera Apple Inc., apple.com, o de los proveedores reales de IA; sino la capacidad del método de auditoría NOMOS para recuperar la realidad sintética pre-fijada. Todas las entidades, usuarios, países, idiomas, productos de IA, respuestas, citas, pruebas y puntuaciones dentro del benchmark deben ser claramente identificados como sintéticos.",
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          "sourceParagraph": 1679
        },
        {
          "blockId": "CH18-MB0093",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1680
        },
        {
          "blockId": "CH18-MB0094",
          "type": "paragraph",
          "text": "\"factualStatusMacroF1\": {",
          "sourceParagraph": 1681
        },
        {
          "blockId": "CH18-MB0095",
          "type": "paragraph",
          "text": "\"value\": 0.923,",
          "sourceParagraph": 1682
        },
        {
          "blockId": "CH18-MB0096",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.90,",
          "sourceParagraph": 1683
        },
        {
          "blockId": "CH18-MB0097",
          "type": "paragraph",
          "text": "\"passed\": true",
          "sourceParagraph": 1684
        },
        {
          "blockId": "CH18-MB0098",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1685
        },
        {
          "blockId": "CH18-MB0099",
          "type": "paragraph",
          "text": "\"scopeMacroF1\": {",
          "sourceParagraph": 1686
        },
        {
          "blockId": "CH18-MB0100",
          "type": "paragraph",
          "text": "\"value\": 0.906,",
          "sourceParagraph": 1687
        },
        {
          "blockId": "CH18-MB0101",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.90,",
          "sourceParagraph": 1688
        },
        {
          "blockId": "CH18-MB0102",
          "type": "paragraph",
          "text": "\"passed\": true",
          "sourceParagraph": 1689
        },
        {
          "blockId": "CH18-MB0103",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1690
        },
        {
          "blockId": "CH18-MB0104",
          "type": "paragraph",
          "text": "\"attributionMacroF1\": {",
          "sourceParagraph": 1691
        },
        {
          "blockId": "CH18-MB0105",
          "type": "paragraph",
          "text": "\"value\": 0.918,",
          "sourceParagraph": 1692
        },
        {
          "blockId": "CH18-MB0106",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.90,",
          "sourceParagraph": 1693
        },
        {
          "blockId": "CH18-MB0107",
          "type": "paragraph",
          "text": "\"passed\": true",
          "sourceParagraph": 1694
        },
        {
          "blockId": "CH18-MB0108",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1695
        },
        {
          "blockId": "CH18-MB0109",
          "type": "paragraph",
          "text": "\"citationMappingF1\": {",
          "sourceParagraph": 1696
        },
        {
          "blockId": "CH18-MB0110",
          "type": "paragraph",
          "text": "\"value\": 0.887,",
          "sourceParagraph": 1697
        },
        {
          "blockId": "CH18-MB0111",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.90,",
          "sourceParagraph": 1698
        },
        {
          "blockId": "CH18-MB0112",
          "type": "paragraph",
          "text": "\"passed\": false",
          "sourceParagraph": 1699
        },
        {
          "blockId": "CH18-MB0113",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1700
        },
        {
          "blockId": "CH18-MB0114",
          "type": "paragraph",
          "text": "\"materialOmissionF1\": {",
          "sourceParagraph": 1701
        },
        {
          "blockId": "CH18-MB0115",
          "type": "paragraph",
          "text": "\"value\": 0.824,",
          "sourceParagraph": 1702
        },
        {
          "blockId": "CH18-MB0116",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.85,",
          "sourceParagraph": 1703
        },
        {
          "blockId": "CH18-MB0117",
          "type": "paragraph",
          "text": "\"passed\": false",
          "sourceParagraph": 1704
        },
        {
          "blockId": "CH18-MB0118",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1705
        },
        {
          "blockId": "CH18-MB0119",
          "type": "paragraph",
          "text": "\"criticalFirstPassRecall\": 0.9942,",
          "sourceParagraph": 1706
        },
        {
          "blockId": "CH18-MB0120",
          "type": "paragraph",
          "text": "\"criticalFinalRecall\": 1.0,",
          "sourceParagraph": 1707
        },
        {
          "blockId": "CH18-MB0121",
          "type": "paragraph",
          "text": "\"criticalFinalFalsePositiveRate\": 0.0,",
          "sourceParagraph": 1708
        },
        {
          "blockId": "CH18-MB0122",
          "type": "paragraph",
          "text": "\"majorClassificationMacroF1\": 0.952,",
          "sourceParagraph": 1709
        },
        {
          "blockId": "CH18-MB0123",
          "type": "paragraph",
          "text": "\"responseStatusMacroF1\": 0.928,",
          "sourceParagraph": 1710
        },
        {
          "blockId": "CH18-MB0124",
          "type": "paragraph",
          "text": "\"captureValidityAccuracy\": 0.982,",
          "sourceParagraph": 1711
        },
        {
          "blockId": "CH18-MB0125",
          "type": "paragraph",
          "text": "\"componentMeanAbsoluteError\": 1.9,",
          "sourceParagraph": 1712
        },
        {
          "blockId": "CH18-MB0126",
          "type": "paragraph",
          "text": "\"compositeAbsoluteError\": 1.0,",
          "sourceParagraph": 1713
        },
        {
          "blockId": "CH18-MB0127",
          "type": "paragraph",
          "text": "\"fairnessComponentAbsoluteError\": 2.4,",
          "sourceParagraph": 1714
        },
        {
          "blockId": "CH18-MB0128",
          "type": "paragraph",
          "text": "\"confidenceIntervalCoverageWithinCandidateRange\": true,",
          "sourceParagraph": 1715
        },
        {
          "blockId": "CH18-MB0129",
          "type": "paragraph",
          "text": "\"finalCriticalGateInversionCount\": 0",
          "sourceParagraph": 1716
        },
        {
          "blockId": "CH18-MB0130",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1717
        },
        {
          "blockId": "CH18-MB0131",
          "type": "paragraph",
          "text": "\"candidateThresholdSummary\": {",
          "sourceParagraph": 1718
        },
        {
          "blockId": "CH18-MB0132",
          "type": "paragraph",
          "text": "\"passed\": 15,",
          "sourceParagraph": 1719
        },
        {
          "blockId": "CH18-MB0133",
          "type": "paragraph",
          "text": "\"failed\": 2,",
          "sourceParagraph": 1720
        },
        {
          "blockId": "CH18-MB0134",
          "type": "paragraph",
          "text": "\"independentReproductionCompleted\": false",
          "sourceParagraph": 1721
        },
        {
          "blockId": "CH18-MB0135",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1722
        },
        {
          "blockId": "CH18-MB0136",
          "type": "paragraph",
          "text": "\"qualityDecision\": {",
          "sourceParagraph": 1723
        },
        {
          "blockId": "CH18-MB0137",
          "type": "paragraph",
          "text": "\"demonstrationStatus\": \"DEMO-BQ-2\",",
          "sourceParagraph": 1724
        },
        {
          "blockId": "CH18-MB0138",
          "type": "paragraph",
          "text": "\"sealedValidationPassed\": false,",
          "sourceParagraph": 1725
        },
        {
          "blockId": "CH18-MB0139",
          "type": "paragraph",
          "text": "\"independentReproductionEligible\": false,",
          "sourceParagraph": 1726
        },
        {
          "blockId": "CH18-MB0140",
          "type": "paragraph",
          "text": "\"publicConformityUseAllowed\": false",
          "sourceParagraph": 1727
        },
        {
          "blockId": "CH18-MB0141",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1728
        },
        {
          "blockId": "CH18-MB0142",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1729
        },
        {
          "blockId": "CH18-MB0143",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1730
        },
        {
          "blockId": "CH18-MB0144",
          "type": "paragraph",
          "text": "51. MACHINE-READABLE METHOD FINDING RECORD",
          "sourceParagraph": 1732
        },
        {
          "blockId": "CH18-MB0145",
          "type": "paragraph",
          "text": "{",
          "sourceParagraph": 1733
        },
        {
          "blockId": "CH18-MB0146",
          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
          "sourceParagraph": 1734
        },
        {
          "blockId": "CH18-MB0147",
          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 1735
        },
        {
          "blockId": "CH18-MB0148",
          "type": "paragraph",
          "text": "\"methodFinding\": {",
          "sourceParagraph": 1736
        },
        {
          "blockId": "CH18-MB0149",
          "type": "paragraph",
          "text": "\"methodFindingId\": \"NGMF-CH18-OMISSION-001\",",
          "sourceParagraph": 1737
        },
        {
          "blockId": "CH18-MB0150",
          "type": "paragraph",
          "text": "\"title\": \"Material Boundary Omission Under-Detection\",",
          "sourceParagraph": 1738
        },
        {
          "blockId": "CH18-MB0151",
          "type": "paragraph",
          "text": "\"methodVersion\": \"0.9.0\",",
          "sourceParagraph": 1739
        },
        {
          "blockId": "CH18-MB0152",
          "type": "paragraph",
          "text": "\"importance\": \"MAJOR\",",
          "sourceParagraph": 1740
        },
        {
          "blockId": "CH18-MB0153",
          "type": "paragraph",
          "text": "\"affectedComponents\": [",
          "sourceParagraph": 1741
        },
        {
          "blockId": "CH18-MB0154",
          "type": "paragraph",
          "text": "\"SBI\",",
          "sourceParagraph": 1742
        },
        {
          "blockId": "CH18-MB0155",
          "type": "paragraph",
          "text": "\"TCR\",",
          "sourceParagraph": 1743
        },
        {
          "blockId": "CH18-MB0156",
          "type": "paragraph",
          "text": "\"CRITICAL_GATE_RECOVERY\"",
          "sourceParagraph": 1744
        },
        {
          "blockId": "CH18-MB0157",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1745
        },
        {
          "blockId": "CH18-MB0158",
          "type": "paragraph",
          "text": "\"evidence\": {",
          "sourceParagraph": 1746
        },
        {
          "blockId": "CH18-MB0159",
          "type": "paragraph",
          "text": "\"materialOmissionF1\": 0.824,",
          "sourceParagraph": 1747
        },
        {
          "blockId": "CH18-MB0160",
          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.85,",
          "sourceParagraph": 1748
        },
        {
          "blockId": "CH18-MB0161",
          "type": "paragraph",
          "text": "\"mostAffectedPromptFamilies\": [",
          "sourceParagraph": 1749
        },
        {
          "blockId": "CH18-MB0162",
          "type": "paragraph",
          "text": "\"PR-07\",",
          "sourceParagraph": 1750
        },
        {
          "blockId": "CH18-MB0163",
          "type": "paragraph",
          "text": "\"PR-09\",",
          "sourceParagraph": 1751
        },
        {
          "blockId": "CH18-MB0164",
          "type": "paragraph",
          "text": "\"PR-05\"",
          "sourceParagraph": 1752
        },
        {
          "blockId": "CH18-MB0165",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 1753
        },
        {
          "blockId": "CH18-MB0166",
          "type": "paragraph",
          "text": "\"mostAffectedErrorForms\": [",
          "sourceParagraph": 1754
        },
        {
          "blockId": "CH18-MB0167",
          "type": "paragraph",
          "text": "\"OUT_OF_SCOPE_RECOMMENDATION\",",
          "sourceParagraph": 1755
        },
        {
          "blockId": "CH18-MB0168",
          "type": "paragraph",
          "text": "\"JURISDICTION_BOUNDARY_OMISSION\",",
          "sourceParagraph": 1756
        },
        {
          "blockId": "CH18-MB0169",
          "type": "paragraph",
          "text": "\"SUBSIDIARY_AUTHORITY_OMISSION\"",
          "sourceParagraph": 1757
        },
        {
          "blockId": "CH18-MB0170",
          "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
        },
        {
          "blockId": "CH18-MB0179",
          "type": "paragraph",
          "text": "\"VALIDATE_ON_UNTOUCHED_HOLDOUT\"",
          "sourceParagraph": 1767
        },
        {
          "blockId": "CH18-MB0180",
          "type": "paragraph",
          "text": "]",
          "sourceParagraph": 1768
        },
        {
          "blockId": "CH18-MB0181",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1769
        },
        {
          "blockId": "CH18-MB0182",
          "type": "paragraph",
          "text": "\"conformityEffect\": {",
          "sourceParagraph": 1770
        },
        {
          "blockId": "CH18-MB0183",
          "type": "paragraph",
          "text": "\"benchmarkPassAllowed\": false,",
          "sourceParagraph": 1771
        },
        {
          "blockId": "CH18-MB0184",
          "type": "paragraph",
          "text": "\"publicBadgeUseAllowed\": false",
          "sourceParagraph": 1772
        },
        {
          "blockId": "CH18-MB0185",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 1773
        },
        {
          "blockId": "CH18-MB0186",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 1774
        },
        {
          "blockId": "CH18-MB0187",
          "type": "paragraph",
          "text": "\"findingOwnerRole\": \"NOMOS_METHOD_REMEDIATION_LEAD\",",
          "sourceParagraph": 1775
        },
        {
          "blockId": "CH18-MB0188",
          "type": "paragraph",
          "text": "\"status\": \"OPEN\"",
          "sourceParagraph": 1776
        },
        {
          "blockId": "CH18-MB0189",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1777
        },
        {
          "blockId": "CH18-MB0190",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1778
        },
        {
          "blockId": "CH18-MB0191",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 1779
        },
        {
          "blockId": "CH18-MB0192",
          "type": "paragraph",
          "text": "52. MACHINE-READABLE RULE OF THE SECTION",
          "sourceParagraph": 1781
        },
        {
          "blockId": "CH18-MB0193",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH18-R01",
          "sourceParagraph": 1782
        },
        {
          "blockId": "CH18-MB0194",
          "type": "paragraph",
          "text": "A book-level synthetic demonstration MUST NOT be represented as an",
          "sourceParagraph": 1784
        },
        {
          "blockId": "CH18-MB0195",
          "type": "paragraph",
          "text": "executed, independently validated benchmark.",
          "sourceParagraph": 1785
        },
        {
          "blockId": "CH18-MB0196",
          "type": "paragraph",
          "text": "The real benchmark quality status MUST remain BQ-0 until the corpus,",
          "sourceParagraph": 1787
        },
        {
          "blockId": "CH18-MB0197",
          "type": "paragraph",
          "text": "software, sealed Generator Truth, adjudication process, scoring process,",
          "sourceParagraph": 1788
        },
        {
          "blockId": "CH18-MB0198",
          "type": "paragraph",
          "text": "and independent reproduction have actually been executed.",
          "sourceParagraph": 1789
        },
        {
          "blockId": "CH18-MB0199",
          "type": "paragraph",
          "text": "An end-to-end synthetic audit MUST evaluate recovery separately for:",
          "sourceParagraph": 1791
        },
        {
          "blockId": "CH18-MB0200",
          "type": "paragraph",
          "text": "- capture validity,",
          "sourceParagraph": 1793
        },
        {
          "blockId": "CH18-MB0201",
          "type": "paragraph",
          "text": "- claim boundaries,",
          "sourceParagraph": 1794
        },
        {
          "blockId": "CH18-MB0202",
          "type": "paragraph",
          "text": "- entity resolution,",
          "sourceParagraph": 1795
        },
        {
          "blockId": "CH18-MB0203",
          "type": "paragraph",
          "text": "- factual status,",
          "sourceParagraph": 1796
        },
        {
          "blockId": "CH18-MB0204",
          "type": "paragraph",
          "text": "- scope,",
          "sourceParagraph": 1797
        },
        {
          "blockId": "CH18-MB0205",
          "type": "paragraph",
          "text": "- time,",
          "sourceParagraph": 1798
        },
        {
          "blockId": "CH18-MB0206",
          "type": "paragraph",
          "text": "- attribution,",
          "sourceParagraph": 1799
        },
        {
          "blockId": "CH18-MB0207",
          "type": "paragraph",
          "text": "- modality,",
          "sourceParagraph": 1800
        },
        {
          "blockId": "CH18-MB0208",
          "type": "paragraph",
          "text": "- citation mapping,",
          "sourceParagraph": 1801
        },
        {
          "blockId": "CH18-MB0209",
          "type": "paragraph",
          "text": "- material omissions,",
          "sourceParagraph": 1802
        },
        {
          "blockId": "CH18-MB0210",
          "type": "paragraph",
          "text": "- Critical and Major severity,",
          "sourceParagraph": 1803
        },
        {
          "blockId": "CH18-MB0211",
          "type": "paragraph",
          "text": "- response status,",
          "sourceParagraph": 1804
        },
        {
          "blockId": "CH18-MB0212",
          "type": "paragraph",
          "text": "- GEO-1000 distribution,",
          "sourceParagraph": 1805
        },
        {
          "blockId": "CH18-MB0213",
          "type": "paragraph",
          "text": "- component scores,",
          "sourceParagraph": 1806
        },
        {
          "blockId": "CH18-MB0214",
          "type": "paragraph",
          "text": "- composite score,",
          "sourceParagraph": 1807
        },
        {
          "blockId": "CH18-MB0215",
          "type": "paragraph",
          "text": "- fairness,",
          "sourceParagraph": 1808
        },
        {
          "blockId": "CH18-MB0216",
          "type": "paragraph",
          "text": "- user-state effects,",
          "sourceParagraph": 1809
        },
        {
          "blockId": "CH18-MB0217",
          "type": "paragraph",
          "text": "- stability,",
          "sourceParagraph": 1810
        },
        {
          "blockId": "CH18-MB0218",
          "type": "paragraph",
          "text": "- confidence intervals,",
          "sourceParagraph": 1811
        },
        {
          "blockId": "CH18-MB0219",
          "type": "paragraph",
          "text": "- and rare-event behaviour.",
          "sourceParagraph": 1812
        },
        {
          "blockId": "CH18-MB0220",
          "type": "paragraph",
          "text": "A small composite-score error MUST NOT compensate for material",
          "sourceParagraph": 1814
        },
        {
          "blockId": "CH18-MB0221",
          "type": "paragraph",
          "text": "component-level recovery errors.",
          "sourceParagraph": 1815
        },
        {
          "blockId": "CH18-MB0222",
          "type": "paragraph",
          "text": "First-pass and final-adjudicated Critical recall MUST remain separately",
          "sourceParagraph": 1817
        },
        {
          "blockId": "CH18-MB0223",
          "type": "paragraph",
          "text": "reported. Final Critical recovery MUST disclose the review and expertise",
          "sourceParagraph": 1818
        },
        {
          "blockId": "CH18-MB0224",
          "type": "paragraph",
          "text": "layers required to achieve it.",
          "sourceParagraph": 1819
        },
        {
          "blockId": "CH18-MB0225",
          "type": "paragraph",
          "text": "Any predeclared mandatory recovery threshold that is not met MUST block a",
          "sourceParagraph": 1821
        },
        {
          "blockId": "CH18-MB0226",
          "type": "paragraph",
          "text": "sealed-validation-pass decision.",
          "sourceParagraph": 1822
        },
        {
          "blockId": "CH18-MB0227",
          "type": "paragraph",
          "text": "Candidate thresholds MUST NOT be lowered, rounded, reinterpreted, or",
          "sourceParagraph": 1824
        },
        {
          "blockId": "CH18-MB0228",
          "type": "paragraph",
          "text": "removed after results are observed merely to make the method pass.",
          "sourceParagraph": 1825
        },
        {
          "blockId": "CH18-MB0229",
          "type": "paragraph",
          "text": "Citation mapping and material omission recovery MUST be treated as",
          "sourceParagraph": 1827
        },
        {
          "blockId": "CH18-MB0230",
          "type": "paragraph",
          "text": "separate mandatory method capabilities.",
          "sourceParagraph": 1828
        },
        {
          "blockId": "CH18-MB0231",
          "type": "paragraph",
          "text": "A method failure MUST create a versioned Method Finding, an identified",
          "sourceParagraph": 1830
        },
        {
          "blockId": "CH18-MB0232",
          "type": "paragraph",
          "text": "root cause, a remediation owner, and a requirement for validation on an",
          "sourceParagraph": 1831
        },
        {
          "blockId": "CH18-MB0233",
          "type": "paragraph",
          "text": "untouched holdout.",
          "sourceParagraph": 1832
        },
        {
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          "text": "record defining:",
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        {
          "blockId": "CH19-MB0214",
          "type": "paragraph",
          "text": "- the audited entity,",
          "sourceParagraph": 2527
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        {
          "blockId": "CH19-MB0215",
          "type": "paragraph",
          "text": "- authorised domains,",
          "sourceParagraph": 2528
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        {
          "blockId": "CH19-MB0216",
          "type": "paragraph",
          "text": "- AI products,",
          "sourceParagraph": 2529
        },
        {
          "blockId": "CH19-MB0217",
          "type": "paragraph",
          "text": "- population frame,",
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        {
          "blockId": "CH19-MB0218",
          "type": "paragraph",
          "text": "- panel states,",
          "sourceParagraph": 2531
        },
        {
          "blockId": "CH19-MB0219",
          "type": "paragraph",
          "text": "- prompt families,",
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        {
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          "type": "paragraph",
          "text": "- languages,",
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          "type": "paragraph",
          "text": "- countries,",
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          "blockId": "CH19-MB0222",
          "type": "paragraph",
          "text": "- measurement waves,",
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        {
          "blockId": "CH19-MB0223",
          "type": "paragraph",
          "text": "- Truth Pack version,",
          "sourceParagraph": 2536
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        {
          "blockId": "CH19-MB0224",
          "type": "paragraph",
          "text": "- score-method version,",
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          "type": "paragraph",
          "text": "- conformity status,",
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          "type": "paragraph",
          "text": "- validity period,",
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          "type": "paragraph",
          "text": "- incidents,",
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          "type": "paragraph",
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          "type": "paragraph",
          "text": "- decision body,",
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          "text": "- conflicts,",
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          "type": "paragraph",
          "text": "- appeals,",
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          "blockId": "CH19-MB0233",
          "type": "paragraph",
          "text": "- and integrity records.",
          "sourceParagraph": 2546
        },
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          "blockId": "CH19-MB0234",
          "type": "paragraph",
          "text": "A static image, screenshot, self-authored structured-data assertion, or",
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        },
        {
          "blockId": "CH19-MB0235",
          "type": "paragraph",
          "text": "dead registry link MUST NOT establish current conformity.",
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          "blockId": "CH19-MB0236",
          "type": "paragraph",
          "text": "A NOMOS mark MUST NOT be represented as:",
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        {
          "blockId": "CH19-MB0237",
          "type": "paragraph",
          "text": "- a guarantee of AI trust or recommendation,",
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        },
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          "blockId": "CH19-MB0238",
          "type": "paragraph",
          "text": "- proof of global leadership,",
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        },
        {
          "blockId": "CH19-MB0239",
          "type": "paragraph",
          "text": "- government or university accreditation,",
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          "blockId": "CH19-MB0240",
          "type": "paragraph",
          "text": "- a professional license,",
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        },
        {
          "blockId": "CH19-MB0241",
          "type": "paragraph",
          "text": "- universal all-language coverage,",
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          "blockId": "CH19-MB0242",
          "type": "paragraph",
          "text": "- or a guarantee of customer outcomes.",
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          "blockId": "CH19-MB0243",
          "type": "paragraph",
          "text": "Conformity scope MUST NOT be transferred across entities, domains,",
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          "blockId": "CH19-MB0244",
          "type": "paragraph",
          "text": "products, subsidiaries, franchises, countries, languages, AI products,",
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        {
          "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",
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        },
        {
          "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.",
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        {
          "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.",
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          "blockId": "CH19-MB0253",
          "type": "paragraph",
          "text": "The founder, NobleJackal, any auditor, AI provider, sponsor, or audited",
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        {
          "blockId": "CH19-MB0254",
          "type": "paragraph",
          "text": "entity MUST NOT possess unilateral control over standard changes,",
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          "blockId": "CH19-MB0255",
          "type": "paragraph",
          "text": "conformity decisions, appeals, or public-registry history.",
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          "blockId": "CH19-MB0256",
          "type": "paragraph",
          "text": "NOMOS by NobleJackal MAY serve as the founding canonical publication and",
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          "blockId": "CH19-MB0257",
          "type": "paragraph",
          "text": "technical secretariat, but a public independent conformity system MUST",
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          "blockId": "CH19-MB0258",
          "type": "paragraph",
          "text": "progress toward multi-stakeholder decision, appeal, and public-interest",
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          "text": "governance.",
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          "text": "An AI system MAY assist with drafting, analysis, extraction, scoring,",
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          "text": "monitoring, and consistency review, but MUST NOT serve as the sole legal",
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          "text": "or accountable signatory of a conformity decision.",
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          "type": "paragraph",
          "text": "publication date, accountable human approval, and integrity record may be",
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          "blockId": "CH19-MB0265",
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          "text": "represented as official NOMOS statements. Other outputs MUST remain",
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          "text": "non-official simulations.",
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          "text": "historical records MUST remain visible in the versioned public registry,",
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          "type": "paragraph",
          "text": "subject only to proportionate privacy and legal restrictions.",
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          "text": "while the benchmark, governance, audit authorisation, independent",
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          "text": "The NOMOS Standard, Audit Report, Conformity Decision, Conformity Mark, and Public Registry Record must be maintained as separate entities. Simply having an audit conducted or a numerical score generated does not constitute a valid mark. Every valid mark must be linked to the active canonical public registry that carries its scope, validity, incidents, audit organisation, decision-making body, conflicts of interest, objections, and integrity records.",
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          "type": "paragraph",
          "text": "\"prePublicationVetoByNomos\": false,",
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          "type": "paragraph",
          "text": "\"institutionalLogoUseRequested\": false,",
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          "type": "paragraph",
          "text": "\"PROMPT_EQUIVALENCE\",",
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          "type": "paragraph",
          "text": "\"ENTITY_RESOLUTION\",",
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        },
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          "type": "paragraph",
          "text": "\"TRUTH_PACK_RELIABILITY\",",
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          "type": "paragraph",
          "text": "\"CLAIM_ADJUDICATION\",",
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          "type": "paragraph",
          "text": "\"CRITICAL_GATE_VALIDATION\",",
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          "type": "paragraph",
          "text": "\"SCORE_VALIDITY\",",
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          "blockId": "CH20-MB0104",
          "type": "paragraph",
          "text": "\"LANGUAGE_AND_GEOGRAPHIC_FAIRNESS\",",
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        {
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          "type": "paragraph",
          "text": "\"HUMAN_DECISION_IMPACT\",",
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        {
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          "type": "paragraph",
          "text": "\"GOVERNANCE_AND_AUDIT_CAPTURE\",",
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        },
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          "blockId": "CH20-MB0107",
          "type": "paragraph",
          "text": "\"REGISTRY_SECURITY\",",
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        },
        {
          "blockId": "CH20-MB0108",
          "type": "paragraph",
          "text": "\"LONGITUDINAL_DRIFT\"",
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        },
        {
          "blockId": "CH20-MB0109",
          "type": "paragraph",
          "text": "],",
          "sourceParagraph": 2464
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          "blockId": "CH20-MB0110",
          "type": "paragraph",
          "text": "\"materialsProvided\": [",
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        },
        {
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          "type": "paragraph",
          "text": "\"STANDARD_CANDIDATE\",",
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        },
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          "type": "paragraph",
          "text": "\"NORMATIVE_RULE_INDEX\",",
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          "type": "paragraph",
          "text": "\"SYNTHETIC_BENCHMARK_PACKAGE\",",
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          "type": "paragraph",
          "text": "\"SCORE_METHOD\",",
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          "type": "paragraph",
          "text": "\"KNOWN_METHOD_FINDINGS\",",
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          "text": "\"FAILED_THRESHOLD_RECORDS\",",
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          "text": "\"REPLICATION_PROTOCOL\",",
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          "text": "\"DATA_ACCESS_POLICY\",",
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          "text": "\"FUNDING_AND_CONFLICT_DISCLOSURE\"",
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          "type": "paragraph",
          "text": "],",
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          "type": "paragraph",
          "text": "\"researcherRights\": {",
          "sourceParagraph": 2477
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          "blockId": "CH20-MB0123",
          "type": "paragraph",
          "text": "\"independentAnalysis\": true,",
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          "type": "paragraph",
          "text": "\"negativePublication\": true,",
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          "blockId": "CH20-MB0125",
          "type": "paragraph",
          "text": "\"methodCriticism\": true,",
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          "type": "paragraph",
          "text": "\"forkProposal\": true,",
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        },
        {
          "blockId": "CH20-MB0127",
          "type": "paragraph",
          "text": "\"attributionForContribution\": true",
          "sourceParagraph": 2482
        },
        {
          "blockId": "CH20-MB0128",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2483
        },
        {
          "blockId": "CH20-MB0129",
          "type": "paragraph",
          "text": "\"researcherDuties\": {",
          "sourceParagraph": 2484
        },
        {
          "blockId": "CH20-MB0130",
          "type": "paragraph",
          "text": "\"conflictDisclosure\": true,",
          "sourceParagraph": 2485
        },
        {
          "blockId": "CH20-MB0131",
          "type": "paragraph",
          "text": "\"privacyProtection\": true,",
          "sourceParagraph": 2486
        },
        {
          "blockId": "CH20-MB0132",
          "type": "paragraph",
          "text": "\"syntheticLiveDistinction\": true,",
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          "type": "paragraph",
          "text": "\"versionCitation\": true,",
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        },
        {
          "blockId": "CH20-MB0134",
          "type": "paragraph",
          "text": "\"evidencePreservation\": true",
          "sourceParagraph": 2489
        },
        {
          "blockId": "CH20-MB0135",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2490
        },
        {
          "blockId": "CH20-MB0136",
          "type": "paragraph",
          "text": "\"officialMessage\": \"Do not endorse NOMOS. Test it, challenge it, replicate it, and publish where it fails.\",",
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        },
        {
          "blockId": "CH20-MB0137",
          "type": "paragraph",
          "text": "\"accountability\": {",
          "sourceParagraph": 2492
        },
        {
          "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",
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          "type": "paragraph",
          "text": "}",
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          "text": "}",
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          "type": "paragraph",
          "text": "}",
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          "type": "paragraph",
          "text": "76. MACHINE-READABLE CHANGE PROPOSAL",
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          "type": "paragraph",
          "text": "{",
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          "type": "paragraph",
          "text": "\"protocol\": \"NOMOS-GEO-1000\",",
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        },
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          "type": "paragraph",
          "text": "\"protocolVersion\": \"0.9.0\",",
          "sourceParagraph": 2503
        },
        {
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          "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\",",
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        },
        {
          "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
        },
        {
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          "type": "paragraph",
          "text": "\"CH15-N33\",",
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          "type": "paragraph",
          "text": "\"CH17-N40\",",
          "sourceParagraph": 2513
        },
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          "blockId": "CH20-MB0158",
          "type": "paragraph",
          "text": "\"CH18-N26\"",
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          "type": "paragraph",
          "text": "],",
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        },
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          "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.\",",
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        {
          "blockId": "CH20-MB0161",
          "type": "paragraph",
          "text": "\"evidence\": {",
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          "blockId": "CH20-MB0162",
          "type": "paragraph",
          "text": "\"demonstrationRunId\": \"NOMOS-APPLE-SYNTH-DEMO-RUN-18-001\",",
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          "type": "paragraph",
          "text": "\"materialOmissionF1\": 0.824,",
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        {
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          "type": "paragraph",
          "text": "\"candidateThreshold\": 0.85,",
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        },
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          "blockId": "CH20-MB0165",
          "type": "paragraph",
          "text": "\"methodFindingId\": \"NGMF-CH18-OMISSION-001\"",
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          "type": "paragraph",
          "text": "},",
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          "blockId": "CH20-MB0167",
          "type": "paragraph",
          "text": "\"proposedChange\": {",
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        {
          "blockId": "CH20-MB0168",
          "type": "paragraph",
          "text": "\"counterfactualQuestion\": \"Would disclosure of the omitted boundary reasonably change the user's recommendation, transaction, or provider-selection decision?\",",
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        {
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          "type": "paragraph",
          "text": "\"requiredMatrix\": [",
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        },
        {
          "blockId": "CH20-MB0170",
          "type": "paragraph",
          "text": "\"ENTITY\",",
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        {
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          "text": "\"SERVICE\",",
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          "text": "\"JURISDICTION\",",
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          "type": "paragraph",
          "text": "\"LICENSE\",",
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          "blockId": "CH20-MB0174",
          "type": "paragraph",
          "text": "\"USER_ELIGIBILITY\"",
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          "text": "],",
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          "type": "paragraph",
          "text": "\"separateBoundaryReviewerRequired\": true",
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        },
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          "text": "},",
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          "text": "\"impactAnalysis\": {",
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        {
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          "type": "paragraph",
          "text": "\"historicalScoreImpact\": \"RECOMPUTATION_REQUIRED_FOR_ANALYTICAL_COMPARISON_ONLY\",",
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        },
        {
          "blockId": "CH20-MB0180",
          "type": "paragraph",
          "text": "\"oldDecisionsAutomaticallyReplaced\": false,",
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        },
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          "type": "paragraph",
          "text": "\"publicCommentDays\": 60,",
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          "text": "\"lowResourceLanguageReviewRequested\": true,",
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        },
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          "type": "paragraph",
          "text": "\"commentsPublic\": true",
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          "text": "\"decision\": {",
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          "type": "paragraph",
          "text": "\"standardsCouncilVote\": null,",
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          "text": "\"effectiveVersion\": null",
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        {
          "blockId": "CH20-MB0197",
          "type": "paragraph",
          "text": "77. MACHINE-READABLE RULE OF THE SECTION",
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        {
          "blockId": "CH20-MB0198",
          "type": "paragraph",
          "text": "RULE ID: NOMOS-AUDIT-CH20-R01",
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          "blockId": "CH20-MB0199",
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          "text": "NOMOS MUST be structured as an open, versioned, independently testable,",
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        },
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          "blockId": "CH20-MB0200",
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          "text": "public-interest standard candidate.",
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        },
        {
          "blockId": "CH20-MB0201",
          "type": "paragraph",
          "text": "Open publication alone MUST NOT establish open-standard status.",
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        },
        {
          "blockId": "CH20-MB0202",
          "type": "paragraph",
          "text": "The normative text, machine-readable rules, reference implementation,",
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        {
          "blockId": "CH20-MB0203",
          "type": "paragraph",
          "text": "benchmark assets, governance process, and public registry architecture",
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        },
        {
          "blockId": "CH20-MB0204",
          "type": "paragraph",
          "text": "MUST be made available under clearly separated access, licensing, and",
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        {
          "blockId": "CH20-MB0205",
          "type": "paragraph",
          "text": "integrity rules.",
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        },
        {
          "blockId": "CH20-MB0206",
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          "text": "Reading, internal implementation, academic research, independent",
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        },
        {
          "blockId": "CH20-MB0207",
          "type": "paragraph",
          "text": "replication, criticism, public issue submission, and contribution MUST",
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        },
        {
          "blockId": "CH20-MB0208",
          "type": "paragraph",
          "text": "NOT depend on purchasing a conformity mark or commercial service.",
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        },
        {
          "blockId": "CH20-MB0209",
          "type": "paragraph",
          "text": "The NOMOS name and conformity marks MAY remain separately protected to",
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        },
        {
          "blockId": "CH20-MB0210",
          "type": "paragraph",
          "text": "prevent counterfeit official versions, fraudulent certification claims,",
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        },
        {
          "blockId": "CH20-MB0211",
          "type": "paragraph",
          "text": "and registry confusion.",
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        },
        {
          "blockId": "CH20-MB0212",
          "type": "paragraph",
          "text": "Forks MAY be created, but MUST use a distinct identity, disclose",
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        {
          "blockId": "CH20-MB0213",
          "type": "paragraph",
          "text": "divergence, preserve attribution, and MUST NOT claim official NOMOS",
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        {
          "blockId": "CH20-MB0214",
          "type": "paragraph",
          "text": "status or mark authority.",
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        },
        {
          "blockId": "CH20-MB0215",
          "type": "paragraph",
          "text": "Only canonical publications carrying a version, publication date,",
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        },
        {
          "blockId": "CH20-MB0216",
          "type": "paragraph",
          "text": "accountable human approval, integrity record, and public change history",
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        },
        {
          "blockId": "CH20-MB0217",
          "type": "paragraph",
          "text": "may be represented as official NOMOS statements.",
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        },
        {
          "blockId": "CH20-MB0218",
          "type": "paragraph",
          "text": "NOMOS by NobleJackal MUST be transparently represented as the canonical",
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        {
          "blockId": "CH20-MB0219",
          "type": "paragraph",
          "text": "critical AI interlocutor, authorial persona, and standard identity",
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        },
        {
          "blockId": "CH20-MB0220",
          "type": "paragraph",
          "text": "developed through Kaan MURAZ's collaboration with AI systems. It MUST NOT",
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        {
          "blockId": "CH20-MB0221",
          "type": "paragraph",
          "text": "be represented as a separately trained proprietary foundation model",
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          "type": "paragraph",
          "text": "unless such a system is actually built and independently registered.",
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        {
          "blockId": "CH20-MB0223",
          "type": "paragraph",
          "text": "Turkish and English SHOULD become co-authoritative founding normative",
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          "blockId": "CH20-MB0224",
          "type": "paragraph",
          "text": "languages through clause-level semantic-equivalence review. Other",
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        {
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          "text": "language versions MUST state whether they are community, reviewed, or",
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        {
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          "text": "authorised normative translations.",
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          "text": "use a public versioned change-proposal process, public consultation,",
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          "text": "Universities and independent researchers MUST be invited to test,",
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          "blockId": "CH20-MB0179",
          "type": "paragraph",
          "text": "\"historicalScoreImpact\": \"RE-CÁLCULO_REQUERIDO_SOLO_PARA_COMPARACIÓN_ANALÍTICA\",",
          "sourceParagraph": 2535,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0180",
          "type": "paragraph",
          "text": "\"oldDecisionsAutomaticallyReplaced\": falso,",
          "sourceParagraph": 2536,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0181",
          "type": "paragraph",
          "text": "\"expectedFalsePositiveRisk\": \"MODERADO\",",
          "sourceParagraph": 2537,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0182",
          "type": "paragraph",
          "text": "\"expectedCriticalRecallImpact\": \"POSITIVO\",",
          "sourceParagraph": 2538,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0183",
          "type": "paragraph",
          "text": "\"fairnessImpact\": \"REQUIERE_PRUEBAS\"",
          "sourceParagraph": 2539,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0184",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2540,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0185",
          "type": "paragraph",
          "text": "\"consulta\": {\"",
          "sourceParagraph": 2541,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0186",
          "type": "paragraph",
          "text": "\"publicCommentDays\": 60,",
          "sourceParagraph": 2542,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0187",
          "type": "paragraph",
          "text": "\"universityReviewRequested\": verdadero,",
          "sourceParagraph": 2543,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0188",
          "type": "paragraph",
          "text": "\"lowResourceLanguageReviewRequested\": verdadero,",
          "sourceParagraph": 2544,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0189",
          "type": "paragraph",
          "text": "\"commentsPublic\": verdadero",
          "sourceParagraph": 2545,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0190",
          "type": "paragraph",
          "text": "},",
          "sourceParagraph": 2546,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0191",
          "type": "paragraph",
          "text": "\"decisión\": {",
          "sourceParagraph": 2547,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0192",
          "type": "paragraph",
          "text": "\"standardsCouncilVote\": null,",
          "sourceParagraph": 2548,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0193",
          "type": "paragraph",
          "text": "\"effectiveVersion\": null,",
          "sourceParagraph": 2549,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0194",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2550,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0195",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2551,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0196",
          "type": "paragraph",
          "text": "}",
          "sourceParagraph": 2552,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0197",
          "type": "paragraph",
          "text": "77. REGLA LEGIBLE POR MÁQUINA DE LA SECCIÓN",
          "sourceParagraph": 2554,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0198",
          "type": "paragraph",
          "text": "ID DE REGLA: NOMOS-AUDITORÍA-CH20-R01",
          "sourceParagraph": 2555,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0199",
          "type": "paragraph",
          "text": "NOMOS DEBE estructurarse como una versión abierta, versionada y evaluable de forma independiente,",
          "sourceParagraph": 2557,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0200",
          "type": "paragraph",
          "text": "Candidato estándar de interés público.",
          "sourceParagraph": 2558,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0201",
          "type": "paragraph",
          "text": "La publicación abierta por sí sola NO DEBE establecer el estatus de estándar abierto.",
          "sourceParagraph": 2560,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0202",
          "type": "paragraph",
          "text": "El texto normativo, las reglas legibles por máquina, la implementación de referencias,",
          "sourceParagraph": 2562,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0203",
          "type": "paragraph",
          "text": "Activos de referencia, proceso de gobernanza y arquitectura del registro público",
          "sourceParagraph": 2563,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0204",
          "type": "paragraph",
          "text": "DEBE estar disponible bajo acceso claramente separado, licencias y",
          "sourceParagraph": 2564,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0205",
          "type": "paragraph",
          "text": "La integridad es lo que manda.",
          "sourceParagraph": 2565,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0206",
          "type": "paragraph",
          "text": "Lectura, implementación interna, investigación académica, independiente",
          "sourceParagraph": 2567,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0207",
          "type": "paragraph",
          "text": "la replicación, la crítica, la presentación de temas públicos y la contribución DEBEN",
          "sourceParagraph": 2568,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0208",
          "type": "paragraph",
          "text": "NO depender de la compra de una marca de conformidad o servicio comercial.",
          "sourceParagraph": 2569,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0209",
          "type": "paragraph",
          "text": "El nombre NOMOS y las marcas de conformidad PUEDEN permanecer protegidas por separado para",
          "sourceParagraph": 2571,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0210",
          "type": "paragraph",
          "text": "prevenir versiones oficiales falsificadas, afirmaciones fraudulentas de certificación,",
          "sourceParagraph": 2572,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0211",
          "type": "paragraph",
          "text": "y confusión en el registro.",
          "sourceParagraph": 2573,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0212",
          "type": "paragraph",
          "text": "Se PUEDEN crear forks, pero DEBEN usar una identidad distinta, divulgar",
          "sourceParagraph": 2575,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0213",
          "type": "paragraph",
          "text": "divergencia, preservar la atribución, y NO DEBEN reclamar estatus oficial NOMOS",
          "sourceParagraph": 2576,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0214",
          "type": "paragraph",
          "text": "o autoridad de la marca.",
          "sourceParagraph": 2577,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0215",
          "type": "paragraph",
          "text": "Solo las publicaciones canónicas que lleven una versión, fecha de publicación,",
          "sourceParagraph": 2579,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0216",
          "type": "paragraph",
          "text": "aprobación humana responsable, registro de integridad y historial público de cambios",
          "sourceParagraph": 2580,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0217",
          "type": "paragraph",
          "text": "puede ser representado como declaraciones oficiales NOMOS.",
          "sourceParagraph": 2581,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0218",
          "type": "paragraph",
          "text": "NOMOS por NobleJackal DEBE ser representado de manera transparente como el canónico",
          "sourceParagraph": 2583,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0219",
          "type": "paragraph",
          "text": "interlocutor crítico de IA, persona autoral y identidad estándar",
          "sourceParagraph": 2584,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0220",
          "type": "paragraph",
          "text": "desarrollado a través de la colaboración de Kaan MURAZ con sistemas de IA. NO DEBE",
          "sourceParagraph": 2585,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0221",
          "type": "paragraph",
          "text": "ser representado como un modelo fundacional propietario entrenado por separado",
          "sourceParagraph": 2586,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0222",
          "type": "paragraph",
          "text": "a menos que tal sistema sea realmente construido y registrado de manera independiente.",
          "sourceParagraph": 2587,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0223",
          "type": "paragraph",
          "text": "El turco y el inglés DEBERÍAN convertirse en lenguajes normativos fundacionales coautoritarios",
          "sourceParagraph": 2589,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0224",
          "type": "paragraph",
          "text": "a través de la revisión de equivalencia semántica a nivel de cláusula. Otros",
          "sourceParagraph": 2590,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0225",
          "type": "paragraph",
          "text": "las versiones de idiomas DEBEN indicar si son comunitarias, revisadas o",
          "sourceParagraph": 2591,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0226",
          "type": "paragraph",
          "text": "traducciones normativas autorizadas.",
          "sourceParagraph": 2592,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0227",
          "type": "paragraph",
          "text": "Cambios importantes en las reglas, puntuación, gravedad, puerta, gobernanza o autoridad DEBEN",
          "sourceParagraph": 2594,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0228",
          "type": "paragraph",
          "text": "utilizar un proceso público de propuesta de cambios versionado, consulta pública,",
          "sourceParagraph": 2595,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0229",
          "type": "paragraph",
          "text": "análisis de impacto, registro de decisiones, regla de transición y disenso preservado.",
          "sourceParagraph": 2596,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0230",
          "type": "paragraph",
          "text": "Se DEBE invitar a las universidades y a los investigadores independientes a realizar pruebas,",
          "sourceParagraph": 2598,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0231",
          "type": "paragraph",
          "text": "a someter NOMOS a examen crítico, replicarlo y falsarlo. NO se les DEBE pedir que",
          "sourceParagraph": 2599,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0232",
          "type": "paragraph",
          "text": "producir respaldos positivos, suprimir resultados negativos, rendirse",
          "sourceParagraph": 2600,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0233",
          "type": "paragraph",
          "text": "independencia de la publicación, ni permitir que opiniones académicas personales sean",
          "sourceParagraph": 2601,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0234",
          "type": "paragraph",
          "text": "representadas como aprobación institucional.",
          "sourceParagraph": 2602,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0235",
          "type": "paragraph",
          "text": "NOMOS DEBE mantener un registro público de investigación que contenga estudios",
          "sourceParagraph": 2604,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0236",
          "type": "paragraph",
          "text": "de apoyo, contradictorios, nulos, de replicación fallida, corregidos y retractados.",
          "sourceParagraph": 2605,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0237",
          "type": "paragraph",
          "text": "La financiación de investigación, referencia, auditoría y gobernanza DEBE ser divulgada y",
          "sourceParagraph": 2607,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0238",
          "type": "paragraph",
          "text": "NO DEBE depender de lograr una puntuación deseada, un resultado de conformidad o",
          "sourceParagraph": 2608,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0239",
          "type": "paragraph",
          "text": "una publicación favorable.",
          "sourceParagraph": 2609,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0240",
          "type": "paragraph",
          "text": "Los proveedores de IA, las entidades auditadas, los patrocinadores, los auditores, NobleJackal, Kaan",
          "sourceParagraph": 2611,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0241",
          "type": "paragraph",
          "text": "MURAZ y cualquier futuro agente de software NOMOS NO DEBEN poseer unilateral",
          "sourceParagraph": 2612,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0242",
          "type": "paragraph",
          "text": "control sobre cambios en los estándares, decisiones de conformidad, apelaciones, registro público",
          "sourceParagraph": 2613,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0243",
          "type": "paragraph",
          "text": "historial del registro, o publicación de investigaciones negativas.",
          "sourceParagraph": 2614,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0244",
          "type": "paragraph",
          "text": "La autoría fundadora de Kaan MURAZ y el origen canónico de NobleJackal DEBEN",
          "sourceParagraph": 2616,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0245",
          "type": "paragraph",
          "text": "permanecer permanentemente atribuibles. La atribución fundadora NO DEBE crear un",
          "sourceParagraph": 2617,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0246",
          "type": "paragraph",
          "text": "veto permanente, derecho de autocertificación, o exención de las reglas de conflicto y",
          "sourceParagraph": 2618,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0247",
          "type": "paragraph",
          "text": "recusación.",
          "sourceParagraph": 2619,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0248",
          "type": "paragraph",
          "text": "El estándar NOMOS 1.0 y el Programa de Conformidad NOMOS 1.0 DEBEN permanecer como lanzamientos separados.",
          "sourceParagraph": 2621,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0249",
          "type": "paragraph",
          "text": "La publicación de un estándar normativo NO DEBE autorizar automáticamente",
          "sourceParagraph": 2622,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0250",
          "type": "paragraph",
          "text": "marcas de conformidad públicas.",
          "sourceParagraph": 2623,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0251",
          "type": "paragraph",
          "text": "Ningún programa de conformidad ni la designación NOMOS 950+ puede activarse hasta que",
          "sourceParagraph": 2625,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0252",
          "type": "paragraph",
          "text": "la referencia, la replicación independiente, la gobernanza, el auditor",
          "sourceParagraph": 2626,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0253",
          "type": "paragraph",
          "text": "la autorización, la decisión, la apelación, el registro, la seguridad, la vigilancia y",
          "sourceParagraph": 2627,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0254",
          "type": "paragraph",
          "text": "los requisitos legales de la versión declarada estén satisfechos.",
          "sourceParagraph": 2628,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0255",
          "type": "paragraph",
          "text": "Cada traducción, licencia, referencia, estudio, propuesta de cambio,",
          "sourceParagraph": 2630,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0256",
          "type": "paragraph",
          "text": "transición de gobernanza, evento de sucesión, lanzamiento y declaración oficial",
          "sourceParagraph": 2631,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0257",
          "type": "paragraph",
          "text": "DEBE ser versionado y atribuible a un humano responsable o",
          "sourceParagraph": 2632,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0258",
          "type": "paragraph",
          "text": "organización responsable.",
          "sourceParagraph": 2633,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0259",
          "type": "paragraph",
          "text": "Equivalente normativo en turco:",
          "sourceParagraph": 2634,
          "language": "es-ES"
        },
        {
          "blockId": "CH20-MB0260",
          "type": "paragraph",
          "text": "NOMOS; el texto, las reglas, la implementación de referencia, la evaluación comparativa, la gobernanza y la arquitectura de registros deben estructurarse como un candidato para un estándar público abierto que pueda ser examinado y reproducido de manera independiente. El simple hecho de ser publicado no crea un estatus de estándar abierto.",
          "sourceParagraph": 2635,
          "language": "es-ES"
        }
      ]
    }
  ],
  "sources": {
    "K01": {
      "author": "Aggarwal et al.",
      "title": "GEO: Generative Engine Optimization",
      "year": "2024",
      "url": "https://doi.org/10.1145/3637528.3671900"
    },
    "K02": {
      "author": "NIST",
      "title": "AI Risk Management Framework 1.0",
      "year": "2023",
      "url": "https://www.nist.gov/itl/ai-risk-management-framework"
    },
    "K03": {
      "author": "NIST",
      "title": "Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST AI 600-1)",
      "year": "2024",
      "url": "https://doi.org/10.6028/NIST.AI.600-1"
    },
    "K04": {
      "author": "AAPOR",
      "title": "Transparency Initiative",
      "year": "current edition",
      "url": "https://aapor.org/standards-and-ethics/transparency-initiative/"
    },
    "K05": {
      "author": "AAPOR",
      "title": "Standard Definitions, 10th edition",
      "year": "2023",
      "url": "https://aapor.org/standards-and-ethics/standard-definitions/"
    },
    "K06": {
      "author": "AAPOR",
      "title": "Code of Professional Ethics and Practices",
      "year": "current edition",
      "url": "https://aapor.org/standards-and-ethics/"
    },
    "K07": {
      "author": "United Nations Statistics Division",
      "title": "Designing Household Survey Samples: Practical Guidelines",
      "year": "2008",
      "url": "https://unstats.un.org/unsd/demographic-social/Standards-and-Methods/files/Handbooks/surveys/Series_F98-E.pdf"
    },
    "K08": {
      "author": "CDC/NCHS",
      "title": "Reliability of Estimates: Design Effect and Effective Sample Size",
      "year": "current record",
      "url": "https://wwwn.cdc.gov/nchs/nhanes/tutorials/reliabilityofestimates.aspx"
    },
    "K09": {
      "author": "NIST/SEMATECH",
      "title": "Confidence Limits for a Binomial Proportion",
      "year": "current record",
      "url": "https://www.itl.nist.gov/div898/handbook/prc/section2/prc241.htm"
    },
    "K10": {
      "author": "W3C",
      "title": "PROV-O: The PROV Ontology",
      "year": "2013",
      "url": "https://www.w3.org/TR/prov-o/"
    },
    "K11": {
      "author": "W3C",
      "title": "JSON-LD 1.1",
      "year": "2020",
      "url": "https://www.w3.org/TR/json-ld/"
    },
    "K12": {
      "author": "IETF",
      "title": "RFC 8259 — The JavaScript Object Notation Data Interchange Format",
      "year": "2017",
      "url": "https://www.rfc-editor.org/rfc/rfc8259.html"
    },
    "K13": {
      "author": "IETF",
      "title": "BCP 14 — RFC 2119 and RFC 8174",
      "year": "1997/2017",
      "url": "https://www.rfc-editor.org/info/bcp14"
    },
    "K14": {
      "author": "IETF",
      "title": "RFC 8785 — JSON Canonicalization Scheme",
      "year": "2020",
      "url": "https://www.rfc-editor.org/rfc/rfc8785.html"
    },
    "K15": {
      "author": "ISO/IEC",
      "title": "17000:2020 — Conformity assessment vocabulary and general principles",
      "year": "2020",
      "url": "https://www.iso.org/standard/73029.html"
    },
    "K16": {
      "author": "ISO/IEC",
      "title": "17007:2026 — Conformity assessment — Guidance for drafting normative documents suitable for use for conformity assessment",
      "year": "2026",
      "url": "https://www.iso.org/standard/17007"
    },
    "K17": {
      "author": "ISO/IEC",
      "title": "42001:2023 — Artificial intelligence management system",
      "year": "2023",
      "url": "https://www.iso.org/standard/42001"
    },
    "K18": {
      "author": "W3C",
      "title": "Process Document",
      "year": "current edition",
      "url": "https://www.w3.org/policies/process/"
    },
    "K19": {
      "author": "ISO",
      "title": "Good Standardization Practices",
      "year": "current record",
      "url": "https://www.iso.org/files/live/sites/isoorg/files/store/en/PUB100440.pdf"
    },
    "K20": {
      "author": "UNESCO",
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