{
  "published_at": "2026-07-05T03:26:10.509Z",
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  "source_candidates": "data/source_candidates.json",
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      "title": "The Groves",
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      "event_id": "event-arabic-language-exhibition-28",
      "title": "Arabic Language Exhibition 28",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-arabic-language-exhibition-for-kids-20260101-36979634",
      "event_id": "event-arabic-language-exhibition-for-kids",
      "title": "Arabic Language Exhibition for kids",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-misk-hub-programs-misk-local-traineeship-program-20260401-200b6490",
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      "title": "Misk Local Traineeship Program",
      "reason": "already linked to catalog event"
    },
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      "candidate_id": "candidate-visit-saudi-seasons-coca-cola-fan-zone-at-jax-district-20260611-f9159842",
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      "title": "Coca-Cola Fan Zone at JAX District",
      "reason": "already linked to catalog event"
    },
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      "candidate_id": "candidate-visit-saudi-calendar-aseer-season-20260625-2fc92ef9",
      "event_id": "event-aseer-season",
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    },
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      "reason": "already linked to catalog event"
    },
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      "candidate_id": "candidate-monshaat-events-لقاءات-مراكز-دعم-المنشآت-شهر-يوليو-2026م-مغلقة-20260701-4c2327fd",
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    },
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      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-التأهيل-لرخصة-الدرونز-وتحليل-البيانات-الفوتوغرامترية-20260705-60b7f94b",
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    },
    {
      "candidate_id": "candidate-qassim-chamber-events-عمليات-إدارة-الموارد-البشرية-20260706-8690db19",
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      "title": "عمليات إدارة الموارد البشرية",
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    },
    {
      "candidate_id": "candidate-saudi-university-events-quarter-finals-join-the-celebration-at-the-fifa-fan-zone-20260709-ce09a5c4",
      "event_id": "event-quarter-finals-join-the-celebration-at-the-fifa-fan-zone",
      "title": "Quarter-Finals: Join the Celebration at the FIFA Fan Zone",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-future-skills-catalog-introduction-to-generative-ai-مقدمة-في-الذكاء-الاصطناعي-التوليدي-20260712-ed2ad6f2",
      "event_id": "event-introduction-to-generative-ai-مقدمة-في-الذكاء-الاصطناعي-التوليدي",
      "title": "⁠Introduction to Generative AI-مقدمة في الذكاء الاصطناعي التوليدي",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-future-skills-catalog-comptia-a-20260712-0744599d",
      "event_id": "event-comptia-a",
      "title": "CompTIA A+",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-future-skills-catalog-comptia-a-20260712-dd4c25aa",
      "event_id": "event-comptia-a",
      "title": "CompTIA A+",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-monshaat-events-أسبوع-العقار-والمقاولات-12-16-يوليو-2026م-20260712-1d4a3074",
      "event_id": "event-أسبوع-العقار-والمقاولات-12-16-يوليو-2026م",
      "title": "أسبوع العقار والمقاولات 12- 16 يوليو 2026م",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-هندسة-البرمجيات-الحديثة-وأنظمة-الذكاء-الاصطناعي-20260712-fd68b684",
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      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-هندسة-الدرونز-التطبيقي-20260712-96b1c352",
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      "title": "معسكر هندسة الدرونز التطبيقي",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-future-skills-catalog-أساسيات-الحوسبة-السحابية-cloud-computing-essentials-20260713-a4d60bbe",
      "event_id": "event-أساسيات-الحوسبة-السحابية-cloud-computing-essentials",
      "title": "أساسيات الحوسبة السحابية - Cloud Computing Essentials",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-misk-hub-programs-samsung-innovation-campus-ai-program-20260713-81bc0e25",
      "event_id": "event-samsung-innovation-campus-ai-program",
      "title": "Samsung Innovation Campus AI Program",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-university-events-semi-finals-join-the-celebration-at-the-fifa-fan-zone-20260714-c377ce4a",
      "event_id": "event-semi-finals-join-the-celebration-at-the-fifa-fan-zone",
      "title": "Semi-Finals: Join the Celebration at the FIFA Fan Zone",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-تطوير-تطبيقات-الويب-باستخدام-لغة-python-20260719-6297fa45",
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      "title": "معسكر تطوير تطبيقات الويب باستخدام لغة Python",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-university-events-fifa-world-cup-2026-final-celebrate-footballs-biggest-night-at-the-kaust-20260719-c9d0e20a",
      "event_id": "event-fifa-world-cup-2026-final-celebrate-footballs-biggest-night-at-the-kaust",
      "title": "FIFA World Cup 2026 Final: Celebrate Football's Biggest Night at the KAUST Fan Zone",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-تطوير-مواقع-الويب-باستخدام-java-ودمج-تقنيات-الذكاء-الاصطناعي-20260726-12263779",
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      "title": "معسكر تطوير مواقع الويب باستخدام Java ودمج تقنيات الذكاء الاصطناعي",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-تطوير-البرمجيات-السحابية-الاحترافية-لسحابة-قوقل-20260726-aa1669c2",
      "event_id": "event-معسكر-تطوير-البرمجيات-السحابية-الاحترافية-لسحابة-قوقل",
      "title": "معسكر تطوير البرمجيات السحابية الاحترافية لسحابة قوقل",
      "reason": "already linked to catalog event"
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    {
      "candidate_id": "candidate-misk-hub-programs-nonprofit-sector-skills-program-20260803-075740c9",
      "event_id": "event-nonprofit-sector-skills-program",
      "title": "Nonprofit Sector Skills Program",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-international-falcon-breeders-auction-20260805-4b7cff1b",
      "event_id": "event-international-falcon-breeders-auction",
      "title": "International Falcon Breeders Auction",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-الأنظمة-الذاتية-للدرونز-20260809-5d8feea2",
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      "title": "معسكر الأنظمة الذاتية للدرونز",
      "reason": "already linked to catalog event"
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      "title": "معسكر تطوير الألعاب والعوالم الافتراضية باستخدام Unreal Engine",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-تصميم-تجربة-المستخدم-ux-ui-20260823-c81fc88f",
      "event_id": "event-معسكر-تصميم-تجربة-المستخدم-ux-ui",
      "title": "معسكر تصميم تجربة المستخدم UX\\UI",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-طويق-السيبراني-20260823-d741a736",
      "event_id": "event-معسكر-طويق-السيبراني",
      "title": "معسكر طويق السيبراني",
      "reason": "already linked to catalog event"
    },
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      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-هندسة-الحوسبة-السحابية-باستخدام-google-cloud-20260823-8790e021",
      "event_id": "event-معسكر-هندسة-الحوسبة-السحابية-باستخدام-google-cloud",
      "title": "معسكر هندسة الحوسبة السحابية باستخدام Google Cloud",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-tuwaiq-academy-bootcamps-معسكر-اختبار-البرمجيات-والأتمتة-20260823-ec76981c",
      "event_id": "event-معسكر-اختبار-البرمجيات-والأتمتة",
      "title": "معسكر اختبار البرمجيات والأتمتة",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-offshore-technology-innovation-technical-conference-expo-offshore-arabia-20260824-18d15b29",
      "event_id": "event-offshore-technology-innovation-technical-conference-expo-offshore-arabia",
      "title": "Offshore Technology & Innovation Technical Conference & Expo - OFFSHORE ARABIA 2026”",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-rfecc-whats-on-saudi-logistic-warehousing-expo-20260830-ff3565ba",
      "event_id": "event-saudi-logistic-038-warehousing-expo",
      "title": "Saudi Logistic & Warehousing Expo",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-leap-2026-20260831-95d3166a",
      "event_id": "event-leap-2026",
      "title": "LEAP 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-crafts-handicrafts-exhibition-20260901-18d15b29",
      "event_id": "event-crafts-handicrafts-exhibition",
      "title": "Crafts & Handicrafts Exhibition",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-asharqia-chamber-events-معرض-الحرف-والأعمال-اليدوية-2026-20260901-c083669f",
      "event_id": "event-معرض-الحرف-والأعمال-اليدوية-2026",
      "title": "معرض الحرف والأعمال اليدوية 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-arabian-and-international-industries-exhibition-20260902-18d15b29",
      "event_id": "event-arabian-and-international-industries-exhibition",
      "title": "Arabian and International Industries Exhibition",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-misk-hub-programs-the-innovation-diwan-20260905-6f9de2e0",
      "event_id": "event-the-innovation-diwan",
      "title": "The Innovation Diwan",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-misk-hub-programs-misk-launchpad-20260906-9e767f23",
      "event_id": "event-misk-launchpad",
      "title": "Misk Launchpad",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-rfecc-whats-on-inter-aviation-arabia-20260908-ac39c505",
      "event_id": "event-inter-aviation-arabia",
      "title": "Inter Aviation Arabia",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-rfecc-whats-on-fibo-2026-20260908-f3d2b4f2",
      "event_id": "event-fibo-2026",
      "title": "FIBO 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-rfecc-whats-on-wtm-spotlight-riyadh-20260908-3b46af1d",
      "event_id": "event-wtm-spotlight-riyadh",
      "title": "WTM Spotlight Riyadh",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-static-equipment-engineering-maintenance-technical-conference-expo-state-20260908-18d15b29",
      "event_id": "event-static-equipment-engineering-maintenance-technical-conference-expo-state",
      "title": "Static Equipment Engineering & Maintenance Technical Conference & Expo - STATEC Arabia",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-fibo-arabia-2026-20260908-352ccf4e",
      "event_id": "event-fibo-arabia-2026",
      "title": "FIBO Arabia 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-sdaia-calendar-events-global-forum-on-the-ethics-of-ai-20260914-350732da",
      "event_id": "event-global-forum-on-the-ethics-of-ai",
      "title": "Global Forum on the Ethics of AI",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-global-infrastructure-expo-20260915-ad5622a3",
      "event_id": "event-global-infrastructure-expo",
      "title": "Global Infrastructure Expo",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-sdaia-calendar-events-global-ai-summit-20260915-cebb8fc2",
      "event_id": "event-global-ai-summit",
      "title": "Global AI Summit",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-gulf-steel-storage-tank-refinery-expo-20260920-18d15b29",
      "event_id": "event-gulf-steel-storage-tank-refinery-expo",
      "title": "Gulf Steel, Storage Tank & Refinery Expo",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-saudi-national-day-20260923-df5b5c2a",
      "event_id": "event-saudi-national-day",
      "title": "Saudi National Day",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-saudi-national-day-20260923-a8235fde",
      "event_id": "event-saudi-national-day",
      "title": "Saudi National Day",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-the-egyptian-products-exhibition-20260924-18d15b29",
      "event_id": "event-the-egyptian-products-exhibition",
      "title": "The Egyptian Products Exhibition",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-wadaef-exhibition-20260927-18d15b29",
      "event_id": "event-wadaef-exhibition",
      "title": "Wadaef Exhibition",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-seasons-saudi-international-falcons-hunting-exhibition-20261001-a4f29b73",
      "event_id": "event-saudi-international-falcons-hunting-exhibition",
      "title": "Saudi International Falcons & Hunting Exhibition",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-seasons-saudi-falcons-club-auction-20261001-4e016ab8",
      "event_id": "event-saudi-falcons-club-auction",
      "title": "Saudi Falcons Club Auction",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-rfecc-whats-on-natrual-expo-20261026-a7983dd2",
      "event_id": "event-natrual-expo",
      "title": "Natrual Expo",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-mdlbeast-events-a-thousand-and-one-20261029-05573173",
      "event_id": "event-a-thousand-and-one",
      "title": "A Thousand and One",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-world-conference-on-desalination-and-water-reuse-20261101-a25a65b2",
      "event_id": "event-world-conference-on-desalination-and-water-reuse",
      "title": "World Conference on Desalination and Water Reuse",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-world-firefighters-challenge-20261105-18d15b29",
      "event_id": "event-world-firefighters-challenge",
      "title": "World Firefighters Challenge",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-mdlbeast-events-xp-music-futures-2026-20261126-19e9b824",
      "event_id": "event-xp-music-futures-2026",
      "title": "XP Music Futures 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-business-sector-annual-reception-20261201-18d15b29",
      "event_id": "event-business-sector-annual-reception",
      "title": "Business Sector Annual Reception.",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-university-events-future-frontiers-for-businesses-catalysts-for-growth-in-a-transformation-20261201-406b7779",
      "event_id": "event-future-frontiers-for-businesses-catalysts-for-growth-in-a-transformation",
      "title": "Future Frontiers for Businesses: Catalysts for Growth in a Transformational Economy",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-saudi-water-partnerships-company-forum-and-awards-ceremony-20261201-0e07fb1a",
      "event_id": "event-saudi-water-partnerships-company-forum-and-awards-ceremony",
      "title": "Saudi Water Partnerships Company Forum and Awards Ceremony",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-consumer-trade-fair-20261202-18d15b29",
      "event_id": "event-consumer-trade-fair",
      "title": "Consumer Trade Fair",
      "reason": "already linked to catalog event"
    },
    {
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      "event_id": "event-soundstorm-26",
      "title": "SOUNDSTORM 26",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-dirayah-forum-20261205-18d15b29",
      "event_id": "event-dirayah-forum",
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      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-global-prize-for-innovation-in-water-20261207-0e4422e5",
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      "reason": "already linked to catalog event"
    },
    {
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      "event_id": "event-the-global-water-sustainability-conference-2026",
      "title": "The Global Water Sustainability Conference 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-emtec-the-environmental-management-technology-exhibitions-conference-20261207-18d15b29",
      "event_id": "event-emtec-the-environmental-management-technology-exhibitions-conference",
      "title": "EMTEC – The Environmental Management & Technology Exhibitions & Conference",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-pfl-mena-final-20261211-18d15b29",
      "event_id": "event-pfl-mena-final",
      "title": "PFL Mena Final",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-saudi-intl-construction-interior-design-cidex-2026-20261214-18d15b29",
      "event_id": "event-saudi-intl-construction-interior-design-cidex-2026",
      "title": "Saudi Int’l Construction & Interior Design CIDEX 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-dhahran-expo-calendar-ctw-global-ksa-gulf-4p-mach-tools-20261214-18d15b29",
      "event_id": "event-ctw-global-ksa-gulf-4p-mach-tools",
      "title": "CTW Global KSA, Gulf 4P & Mach Tools",
      "reason": "already linked to catalog event"
    },
    {
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      "event_id": "event-china-homelife-saudi-arabia-2026",
      "title": "China Homelife Saudi Arabia 2026",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-asharqia-chamber-events-معرض-وظائف-2026-20261227-6ec9f54f",
      "event_id": "event-معرض-وظائف-2026",
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      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-foundation-day-20270222-347abb43",
      "event_id": "event-foundation-day",
      "title": "Foundation Day",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-founding-day-20270222-bd9ffe2f",
      "event_id": "event-founding-day",
      "title": "Founding Day",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-saudi-water-authority-events-saudi-flag-day-20270311-f93a4bef",
      "event_id": "event-saudi-flag-day",
      "title": "Saudi Flag Day",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-eid-al-fitr-20270330-64dfe211",
      "event_id": "event-eid-al-fitr",
      "title": "Eid Al-Fitr",
      "reason": "already linked to catalog event"
    },
    {
      "candidate_id": "candidate-visit-saudi-calendar-eid-al-adha-20270606-f67747fe",
      "event_id": "event-eid-al-adha",
      "title": "Eid Al-Adha",
      "reason": "already linked to catalog event"
    }
  ],
  "blocked": [
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
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    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
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    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "title": "The Continuing Professional Development Initiative",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "title": "The Saudi Music Hub",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-moc-cultural-subportals-film-business-accelerator-20260119-254dca29",
      "title": "Film Business Accelerator",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "title": "The Guidelines for Culture and Arts in the Public Realm",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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      "title": "Oxford Future of Real Estate Programme",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-esports-world-cup-20260706-13ed17c1",
      "title": "Esports World Cup",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
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      "title": "Riyadh Tech Mixer and Social (Tech / AI / Data / IT) ✨",
      "reason": "publication gate source-evidence is not auto-publishable"
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    {
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      "title": "Riyadh Social and Language Exchange (Make New Friends) ✨",
      "reason": "publication gate source-evidence is not auto-publishable"
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      "title": "Dubai Property Expo in Al Khobar",
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    },
    {
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      "title": "Oxford Future of Real Estate Programme",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-smart-data-ai-summit-20260826-f9946ea8",
      "title": "Smart Data & AI Summit",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-hrse-ksa-20260830-6945a87a",
      "title": "HRSE KSA",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-saudi-wood-expo-2026-20260830-b4d44be4",
      "title": "Saudi Wood Expo 2026",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-big-5-construct-saudi-20260830-2238e3a0",
      "title": "Big 5 Construct Saudi",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-hvac-r-saudi-arabia-20260830-857b2f5b",
      "title": "HVAC R Saudi Arabia",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-saudi-industrial-series-20260830-c10ad399",
      "title": "Saudi Industrial Series",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-saudi-fm-clean-20260830-cbe48152",
      "title": "Saudi FM & Clean",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-family-office-investment-meeting-riyadh-registration-fee-usd-580-20260902-82923462",
      "title": "Family Office Investment Meeting",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-family-office-investment-riyadh-saudi-arabia-20260902-fc391e91",
      "title": "Family Office Investment - Riyadh, Saudi Arabia",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-family-office-investment-summit-b2b-networking-for-investors-founders-20260902-7b861a03",
      "title": "Family Office Investment Summit",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-sucession-planning-program-20260903-d2b52d25",
      "title": "Sucession Planning Program",
      "reason": "publication gate source-evidence is not auto-publishable"
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    {
      "candidate_id": "candidate-eventbrite-saudi-jeddah-fintech-week-2026-20260905-8e9a03b6",
      "title": "Jeddah Fintech Week 2026",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-25th-wpc-energy-congress-20261011-5909609b",
      "title": "25TH WPC Energy Congress",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-12th-middle-east-banking-ai-analytics-summit-2026-20261014-cec80e9d",
      "title": "12th Middle East Banking AI & Analytics Summit 2026",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
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    {
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      "title": "15th Middle East Enterprise AI & Analytics Summit",
      "reason": "publication gate source-evidence is not auto-publishable"
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    {
      "candidate_id": "candidate-eventbrite-saudi-riyadh-2026-venture-capital-world-summit-20261020-a3f5a1b8",
      "title": "Riyadh 2026 Venture Capital World Summit",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-global-proptech-summit-2026-20261025-7c1d3001",
      "title": "Global Proptech Summit 2026",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-real-estate-supply-chain-forum-20261028-206f7fb8",
      "title": "Real Estate Supply Chain Forum",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-cips-mena-procurement-and-supply-chain-futures-conference-and-awards-20261028-18fb7207",
      "title": "CIPS MENA Procurement and Supply Chain Futures conference and awards",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
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      "title": "Saudi Pet & Vet Expo 5th Edition 2026",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-dunes-the-ultimate-outdoor-adventure-show-2026-20261119-13b76916",
      "title": "Dunes - The Ultimate Outdoor Adventure Show 2026",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-family-offices-vcs-investment-summit-riyadh-invite-only-20261124-e6c951a4",
      "title": "Family Offices & VCs Investment Summit Riyadh: Invite Only",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-misk-hub-programs-application-deadline-virtual-work-experience-data-analysis-at-stc-20261215-cd0206e7",
      "title": "Application deadline: Virtual Work Experience - Data analysis at STC",
      "reason": "publication gate source-evidence is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-real-estate-future-forum-20270125-d058344d",
      "title": "Real Estate Future Forum",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eye-of-riyadh-events-real-estate-excellence-award-2026-rea-2026-20270126-5e55ea49",
      "title": "Real Estate Excellence Award 2026 (REA 2026)",
      "reason": "confidence public-listing is not auto-publishable"
    },
    {
      "candidate_id": "candidate-eventbrite-saudi-saudi-international-marine-exhibition-simec-6th-edition-2027-20270328-47e72c19",
      "title": "Saudi International Marine Exhibition (SIMEC) 6th Edition 2027",
      "reason": "publication gate source-evidence is not auto-publishable"
    }
  ]
}