Fix entity schema: standardize summary_paragraph field

- Renamed 'summary' to 'summary_paragraph' for 9 entities with inconsistent naming
- Generated summary_paragraph for 48 entities that were missing it entirely
- All 1,759 entities now have consistent schema with summary_paragraph field
- Fixes "No results found" bug in frontend display

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

uae_knowledge_build/data/unified_KB/entities.json

@@ -22365,7 +22365,8 @@
         "Constitutional foundation",
         "Federal coordination",
         "Policy implementation"
-      ]
+      ],
+      "summary_paragraph": "Federal Government of the UAE is an organization in the UAE. Executive authority of UAE."
     },
     "summary_paragraph": "The Federal Government of the UAE is the supreme executive authority responsible for implementing federal laws and policies across all emirates. It operates through the Cabinet system under the leadership of the Prime Minister, with clear constitutional mandates and responsibilities.",
     "sensitive_topics": {
@@ -22409,7 +22410,8 @@
           "fact": "Implements federal justice system",
           "fact_type": "function"
         }
-      ]
+      ],
+      "summary_paragraph": "Federal Courts of the UAE is an organization in the UAE. Federal judicial authority."
     },
     "summary_paragraph": "The Federal Courts system represents the judicial branch of the UAE government, responsible for interpreting and applying federal laws. Their judgments are implemented across all emirates through federal executive authorities.",
     "sensitive_topics": {
@@ -22450,7 +22452,8 @@
           "fact": "Determines pays of Prime Minister, Deputy Prime Minister and Ministers",
           "fact_type": "purpose"
         }
-      ]
+      ],
+      "summary_paragraph": "Federal Law No. 16 of 2009 refers to determines pays of prime minister, deputy pm and ministers."
     },
     "summary_paragraph": "Federal Law No. 16 of 2009 establishes the compensation framework for top federal government positions including the Prime Minister, Deputy Prime Minister and Ministers. This law is fundamental to the administrative structure of the UAE federal government.",
     "sensitive_topics": {
@@ -22504,7 +22507,8 @@
           "fact": "Venue for 2016 post-oil strategy discussions",
           "fact_type": "event"
         }
-      ]
+      ],
+      "summary_paragraph": "Bab Al Shams Desert Resort: Location of first UAE Cabinet Retreat in 2007."
     },
     "summary_paragraph": "Bab Al Shams Desert Resort is a prestigious venue in Dubai that has hosted significant government events including Cabinet retreats. It gained particular prominence as the location for strategic government planning sessions, including the landmark 2016 post-oil strategy discussions.",
     "sensitive_topics": {
@@ -23102,7 +23106,8 @@
           "fact": "Prime Minister's vote prevails in case of tie",
           "fact_type": "constitutional_rule"
         }
-      ]
+      ],
+      "summary_paragraph": "Article 61 of UAE Constitution refers to cabinet deliberations shall be secret."
     },
     "summary_paragraph": "Article 61 of the UAE Constitution establishes core rules for Cabinet operations, mandating secret deliberations and majority-based decision making. It gives the Prime Minister's vote decisive power in cases of tied votes, ensuring efficient governance.",
     "metadata": {
@@ -23172,7 +23177,8 @@
         "Constitutional basis under Article 61",
         "Regular structured governance",
         "Constitutional basis"
-      ]
+      ],
+      "summary_paragraph": "UAE Cabinet Deliberations refers to weekly regular meetings."
     },
     "summary_paragraph": "UAE Cabinet deliberations follow strict protocols including weekly meetings and majority attendance requirements. Sessions are confidential and limited to Cabinet members and the Secretary General, ensuring focused and effective government decision-making.",
     "metadata": {
@@ -24074,7 +24080,8 @@
           "fact": "Filed for custody in UK courts",
           "fact_type": "legal"
         }
-      ]
+      ],
+      "summary_paragraph": "Princess Haya bint Al Hussein is a notable figure in the UAE. Former wife of Sheikh Mohammed bin Rashid Fled to Germany in 2019."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -34510,7 +34517,8 @@
         "Network advancement",
         "Infrastructure development",
         "Enhanced connectivity capabilities"
-      ]
+      ],
+      "summary_paragraph": "5G Technology refers to implementation status."
     },
     "summary_paragraph": "5G technology is being actively developed and expanded in the UAE through telecommunications provider du. The implementation is part of broader digital transformation efforts to enhance network experiences and technological capabilities.",
     "metadata": {
@@ -40188,7 +40196,8 @@
       "key_positive_aspects": [
         "Part of Dubai's ultra-luxury real estate portfolio",
         "Developed in partnership with Dorchester Collection"
-      ]
+      ],
+      "summary_paragraph": "One at Palm Jumeirah: Developer."
     },
     "summary_paragraph": "One at Palm Jumeirah is a prestigious ultra-luxury residential development by OMNIYAT located on Palm Jumeirah, Dubai. The project represents one of OMNIYAT's flagship developments in collaboration with Dorchester Collection, contributing to Dubai's position as a global luxury real estate destination.",
     "sensitive_topics": {
@@ -40232,7 +40241,8 @@
           "fact": "Type",
           "value": "Luxury residential development"
         }
-      ]
+      ],
+      "summary_paragraph": "AVA at Palm Jumeirah: Developer."
     },
     "summary_paragraph": "AVA at Palm Jumeirah is a luxury residential development by OMNIYAT located on Palm Jumeirah. The project is part of OMNIYAT's portfolio of premium developments contributing to Dubai's luxury real estate sector.",
     "sensitive_topics": {
@@ -40290,7 +40300,8 @@
           "fact": "Type",
           "value": "Luxury destination collection"
         }
-      ]
+      ],
+      "summary_paragraph": "ORLA Collection is an organization in the UAE. Developer."
     },
     "summary_paragraph": "The ORLA Collection is a premium real estate portfolio by OMNIYAT comprising exclusive luxury destinations including ORLA and ORLA Infinity. It represents OMNIYAT's commitment to developing ultra-luxury properties in Dubai.",
     "sensitive_topics": {
@@ -40347,7 +40358,8 @@
         "First Dorchester Collection hotel in Middle East",
         "Culinary offerings by renowned chefs",
         "Contemporary design by Foster + Partners"
-      ]
+      ],
+      "summary_paragraph": "The Lana Hotel and Residences: Location."
     },
     "summary_paragraph": "The Lana Hotel and Residences is a prestigious development in Marasi Bay Marina featuring 39 exclusive residential units. The project marks Dorchester Collection's first hotel venture in the Middle East and features culinary experiences by acclaimed chefs including Jean Imbert, Martin Berasategui, and Angelo Musa.",
     "sensitive_topics": {
@@ -40421,7 +40433,8 @@
           "fact": "Expected Completion",
           "value": "Q4 2026"
         }
-      ]
+      ],
+      "summary_paragraph": "VELA Developments: Location."
     },
     "summary_paragraph": "VELA is a luxury waterfront development by OMNIYAT in Marasi Bay Marina, adjacent to The Lana. The project features 38 curated and fully furnished residences across 30 floors, characterized by signature curves, wraparound terrace pools, and glass façades.",
     "sensitive_topics": {
@@ -40481,7 +40494,8 @@
         "Iconic architecture",
         "Premium development",
         "Landmark status"
-      ]
+      ],
+      "summary_paragraph": "The OPUS by OMNIYAT: Developer."
     },
     "summary_paragraph": "The OPUS by OMNIYAT is a landmark development designed by the late Dame Zaha Hadid, initiated in 2005. It represents one of OMNIYAT's earliest and most significant projects, demonstrating their commitment to working with world-renowned architects and establishing Dubai as an architectural destination.",
     "sensitive_topics": {
@@ -43255,7 +43269,7 @@
     "category": 7,
     "canonical_name": {
       "en": "Chamber Model Innovation (CMI) framework",
-      "ar": "إطار نموذج ابتكار الغرف",
+      "ar": "إطار ��موذج ابتكار ال��رف",
       "ar_source": "llm_translation",
       "ar_confidence": "medium"
     },
@@ -48137,7 +48151,8 @@
           "fact": "Capacity increase",
           "value": "From 77 to 126 million tonnes per year"
         }
-      ]
+      ],
+      "summary_paragraph": "North Field: Project phases."
     },
     "key_positive_aspects": [
       "Major LNG expansion project",
@@ -48178,7 +48193,8 @@
           "fact": "Coverage",
           "value": "Over 30 countries"
         }
-      ]
+      ],
+      "summary_paragraph": "She's Next initiative refers to investment."
     },
     "key_positive_aspects": [
       "Women's entrepreneurship support",
@@ -54686,7 +54702,8 @@
         "Digital accessibility",
         "Government transparency",
         "Public engagement"
-      ]
+      ],
+      "summary_paragraph": "Emirates eGovernment YouTube Channel is an organization in the UAE. Official government communication channel."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -55008,7 +55025,8 @@
       "key_positive_aspects": [
         "Early ruler of Abu Dhabi",
         "Member of Al Nahyan dynasty"
-      ]
+      ],
+      "summary_paragraph": "Tahnun bin Zayed Al Nahyan is a notable figure in the UAE. Ruler of Abu Dhabi Ruled 1909-1912."
     },
     "summary_paragraph": "Sheikh Tahnun bin Zayed Al Nahyan was a ruler of Abu Dhabi from 1909 to 1912. He was part of the Al Nahyan dynasty that has ruled Abu Dhabi since the 18th century.",
     "sensitive_topics": {
@@ -55793,7 +55811,7 @@
           "fact": "Radar system enforced"
         }
       ],
-      "summary": "The UAE implements a comprehensive speed limit system with advanced radar enforcement. Limits range from 60 km/h in urban areas to 160 km/h on certain highways, with heavy fines for violations."
+      "summary_paragraph": "The UAE implements a comprehensive speed limit system with advanced radar enforcement. Limits range from 60 km/h in urban areas to 160 km/h on certain highways, with heavy fines for violations."
     },
     "metadata": {
       "importance_score": 7,
@@ -55826,7 +55844,7 @@
           "fact": "Dubai Metro - first urban train in Gulf region"
         }
       ],
-      "summary": "The UAE has developed a world-class multi-modal transportation system including modern airports, metros, highways and ports. Dubai Metro represents the first urban train network in the Gulf region."
+      "summary_paragraph": "The UAE has developed a world-class multi-modal transportation system including modern airports, metros, highways and ports. Dubai Metro represents the first urban train network in the Gulf region."
     },
     "metadata": {
       "importance_score": 8,
@@ -56564,7 +56582,7 @@
           "fact_type": "organization"
         }
       ],
-      "summary": "The Council Committee Formations represent the specialized working groups within the UAE Federal National Council that examine legislation and oversee government activities. These committees are essential to the parliamentary process and legislative scrutiny."
+      "summary_paragraph": "The Council Committee Formations represent the specialized working groups within the UAE Federal National Council that examine legislation and oversee government activities. These committees are essential to the parliamentary process and legislative scrutiny."
     },
     "sensitive_topics": {
       "has_sensitive_content": false
@@ -56600,7 +56618,6 @@
           "fact_type": "function"
         }
       ],
-      "summary": "Official documented records of Federal National Council sessions and proceedings. These minutes serve as the authoritative record of parliamentary discussions and decisions.",
       "summary_paragraph": "The Minutes (المضابط) are the official documented records of Federal National Council sessions and proceedings. They serve as the authoritative source for parliamentary decisions, discussions, and voting outcomes, ensuring transparency and accountability in the UAE's legislative process.",
       "key_positive_aspects": [
         "Ensures transparency in parliamentary proceedings",
@@ -57992,7 +58009,8 @@
           "fact": "British colonial administrator and historian",
           "fact_type": "position"
         }
-      ]
+      ],
+      "summary_paragraph": "John Gordon Lorimer is a notable figure in the UAE. Author of Gazetteer of the Persian Gulf (1915) British colonial administrator and historian."
     },
     "summary_paragraph": "John Lorimer was a British colonial administrator who authored the comprehensive 'Gazetteer of the Persian Gulf' in 1915. His work remains a crucial historical source for Gulf studies and documentation of the region's history.",
     "sensitive_topics": {
@@ -58037,7 +58055,8 @@
       ],
       "key_positive_aspects": [
         "Maintained stability during short reign"
-      ]
+      ],
+      "summary_paragraph": "Khalid bin Sultan Al Qasimi is a notable figure in the UAE. Ruler of Sharjah Also briefly ruled Ras Al Khaimah."
     },
     "summary_paragraph": "Khalid bin Sultan Al Qasimi was a 19th century ruler of both Sharjah and Ras Al Khaimah from the Al Qasimi family. His reign was relatively brief, lasting from 1866 to 1868 in Sharjah and 1867 to 1868 in Ras Al Khaimah.",
     "sensitive_topics": {
@@ -59061,7 +59080,8 @@
         "Sustainable business practices",
         "Social responsibility",
         "Environmental care"
-      ]
+      ],
+      "summary_paragraph": "Corporate Social Responsibility refers to business practice focusing on social impact."
     },
     "summary_paragraph": "Corporate social responsibility represents businesses' commitment to managing their social, environmental, and economic impacts responsibly. In the document, it's highlighted as a key principle for Sultan Holding Company (SHC) and other major corporations.",
     "sensitive_topics": {
@@ -63930,7 +63950,8 @@
       "key_positive_aspects": [
         "Part of major UAE conglomerate",
         "Engineering expertise"
-      ]
+      ],
+      "summary_paragraph": "Scientechnic is an organization in the UAE. Flagship engineering arm of Easa Saleh Al Gurg Group."
     },
     "summary_paragraph": "Scientechnic is the engineering flagship of the Easa Saleh Al Gurg Group (ESAG), one of the UAE's oldest conglomerates. The company plays a significant role in the UAE's engineering and technical infrastructure development.",
     "sensitive_topics": {
@@ -64033,7 +64054,8 @@
           "fact": "Board includes prominent business leaders",
           "fact_type": "governance"
         }
-      ]
+      ],
+      "summary_paragraph": "National Bank of Fujairah is an organization in the UAE. Major UAE banking institution."
     },
     "summary_paragraph": "The National Bank of Fujairah is a significant financial institution in the UAE banking sector. It plays a crucial role in the economic development of Fujairah and the broader UAE.",
     "sensitive_topics": {
@@ -66857,7 +66879,8 @@
         "Tourism and real estate development focus",
         "Source of professional talent in UAE",
         "Cultural connections with UAE"
-      ]
+      ],
+      "summary_paragraph": "Lebanon: Al Habtoor Group investments worth AED 2.4 billion since 1990s."
     },
     "summary_paragraph": "Lebanon represents a significant investment destination for UAE businesses, particularly the Al Habtoor Group which has invested over AED 2.4 billion since the 1990s. The country hosts major UAE-backed hospitality and real estate projects that have created thousands of jobs.",
     "sensitive_topics": {
@@ -66905,7 +66928,8 @@
           "fact": "Focus on Umayyad Mosque restoration and disability centers",
           "fact_type": "development"
         }
-      ]
+      ],
+      "summary_paragraph": "Syria: AED 10 million aid package announced by Al Habtoor in 2025."
     },
     "summary_paragraph": "Syria has been the recipient of humanitarian aid from UAE businesses and philanthropists, including a notable AED 10 million package from Al Habtoor in 2025. The aid focuses on cultural heritage preservation and support for vulnerable populations.",
     "sensitive_topics": {
@@ -67684,7 +67708,8 @@
         "AI integration",
         "Enhanced user experience",
         "Digital innovation"
-      ]
+      ],
+      "summary_paragraph": "PLAY LIFE Connected Experience refers to type."
     },
     "summary_paragraph": "PLAY LIFE Connected Experience is an AI-powered ecosystem developed for Qiddiya to transform visitor engagement with entertainment and sport. The platform represents a significant advancement in how people interact with entertainment venues and experiences in Saudi Arabia.",
     "sensitive_topics": {
@@ -80648,7 +80673,8 @@
           "fact": "Affects net profit calculations",
           "fact_type": "financial"
         }
-      ]
+      ],
+      "summary_paragraph": "Pillar Two Taxes refers to impacts financial reporting of major banks."
     },
     "summary_paragraph": "Pillar Two Taxes represent a significant factor in financial reporting for regional banks. The implementation has notable effects on profit calculations and financial performance metrics.",
     "sensitive_topics": {
@@ -80688,7 +80714,8 @@
       "key_positive_aspects": [
         "Significant reduction achieved",
         "Environmental responsibility"
-      ]
+      ],
+      "summary_paragraph": "Greenhouse Gas Emissions refers to 48% reduction since 2017 by qnb."
     },
     "summary_paragraph": "Greenhouse gas emissions reduction represents a key environmental performance indicator for regional institutions. Major organizations have demonstrated significant progress in reducing their environmental impact through targeted initiatives.",
     "sensitive_topics": {
@@ -81829,7 +81856,7 @@
           "fact_type": "role"
         }
       ],
-      "summary": "The Presidential Court is a key federal institution that supports the UAE President in executing his constitutional responsibilities. Located in Abu Dhabi, it plays a vital role in coordinating between federal and local governments."
+      "summary_paragraph": "The Presidential Court is a key federal institution that supports the UAE President in executing his constitutional responsibilities. Located in Abu Dhabi, it plays a vital role in coordinating between federal and local governments."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -81872,7 +81899,8 @@
         "Crown Princes are heirs apparent to their respective emirates",
         "They often hold additional government positions",
         "Play key roles in emirate-level governance"
-      ]
+      ],
+      "summary_paragraph": "Crown Princes of the UAE is an organization in the UAE. Crown Princes are heirs apparent to their respective emirates."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -81908,7 +81936,8 @@
         "Supreme Council as highest authority",
         "Cabinet led by Prime Minister",
         "Seven emirates with local autonomy"
-      ]
+      ],
+      "summary_paragraph": "UAE Federal Government System is an organization in the UAE. Supreme Council as highest authority."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -81950,7 +81979,8 @@
           "fact": "Killed by his two brothers",
           "fact_type": "death"
         }
-      ]
+      ],
+      "summary_paragraph": "Tahnun bin Shakhbut Al Nahyan is a notable figure in the UAE. Ruled until 1833 Son of Shakhbut bin Dhiyab Al Nahyan."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -81994,7 +82024,8 @@
           "fact": "Killed by his nephew Isa bin Khalid al-Falahi",
           "fact_type": "death"
         }
-      ]
+      ],
+      "summary_paragraph": "Khalifa bin Shakhbut Al Nahyan is a notable figure in the UAE. Ruled 1833-1845 Son of Shakhbut bin Dhiyab Al Nahyan."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -82043,7 +82074,8 @@
           "fact": "Killed by members of Al Bu Shaar section of Al Manasir tribe",
           "fact_type": "death_cause"
         }
-      ]
+      ],
+      "summary_paragraph": "Saqr bin Zayed Al Nahyan is a notable figure in the UAE. Ruler of Abu Dhabi (1926-1928) Son of Zayed bin Khalifa Al Nahyan."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -82093,7 +82125,8 @@
           "fact": "Deposed in bloodless coup in 1966",
           "fact_type": "end_of_reign"
         }
-      ]
+      ],
+      "summary_paragraph": "Shakhbut bin Sultan Al Nahyan is a notable figure in the UAE. Ruler of Abu Dhabi (1928-1966) Born June 1, 1905."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -82910,7 +82943,7 @@
           "fact_type": "definition"
         }
       ],
-      "summary": "Official agreements between the Federal National Council and other entities that establish frameworks for cooperation and mutual understanding."
+      "summary_paragraph": "Official agreements between the Federal National Council and other entities that establish frameworks for cooperation and mutual understanding."
     },
     "created_at": "2025-12-24T18:17:38.398711",
     "updated_at": "2025-12-24T18:17:38.398716",
@@ -82939,7 +82972,7 @@
           "fact_type": "definition"
         }
       ],
-      "summary": "Key topics and issues discussed by the Federal National Council during its sessions."
+      "summary_paragraph": "Key topics and issues discussed by the Federal National Council during its sessions."
     },
     "created_at": "2025-12-24T18:17:38.398724",
     "updated_at": "2025-12-24T18:17:38.398728",
@@ -82968,7 +83001,7 @@
           "fact_type": "definition"
         }
       ],
-      "summary": "Regular parliamentary sessions where the Federal National Council conducts its official business and discussions."
+      "summary_paragraph": "Regular parliamentary sessions where the Federal National Council conducts its official business and discussions."
     },
     "created_at": "2025-12-24T18:17:38.398745",
     "updated_at": "2025-12-24T18:17:38.398749",
@@ -82997,7 +83030,7 @@
           "fact_type": "definition"
         }
       ],
-      "summary": "Online platform providing various digital services to the public including complaints submission, training requests, and council visit requests."
+      "summary_paragraph": "Online platform providing various digital services to the public including complaints submission, training requests, and council visit requests."
     },
     "created_at": "2025-12-24T18:17:38.398756",
     "updated_at": "2025-12-24T18:17:38.398761",
@@ -86917,7 +86950,7 @@
     "subcategory": "education",
     "canonical_name": {
       "en": "Hamdan Bin Mohammed Smart University",
-      "ar": "جامعة حمدان بن محمد الذكية",
+      "ar": "جامعة ��مدان بن محمد الذكية",
       "ar_source": "text_verified",
       "ar_confidence": "high"
     },
@@ -98839,7 +98872,8 @@
       "key_positive_aspects": [
         "Key figure in UAE energy policy",
         "Senior cabinet position holder"
-      ]
+      ],
+      "summary_paragraph": "Suhail Mohamed Faraj Al Mazroui is a notable figure in the UAE. UAE Minister of Energy Born in 1973."
     },
     "sensitive_topics": {
       "has_sensitive_content": true,
@@ -98880,7 +98914,8 @@
           "fact": "First President of UAE (1971-2004)",
           "fact_type": "position"
         }
-      ]
+      ],
+      "summary_paragraph": "Sheikh Zayed bin Sultan Al Nahyan is a notable figure in the UAE. Founding Father of UAE First President of UAE (1971-2004)."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -99668,7 +99703,8 @@
       ],
       "key_positive_aspects": [
         "Equestrian enthusiast"
-      ]
+      ],
+      "summary_paragraph": "Mahra bint Mohammed Al Maktoum is a notable figure in the UAE. Born in 1994 Emirati princess."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -101049,7 +101085,8 @@
       "key_positive_aspects": [
         "Golden Plate Awardee of the American Academy of Achievement",
         "Sandhurst graduate"
-      ]
+      ],
+      "summary_paragraph": "Salman bin Hamad Al Khalifa is a notable figure in the UAE. Birth Year Position."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -101088,7 +101125,8 @@
           "fact": "Position",
           "value": "Former Ruler of Ajman"
         }
-      ]
+      ],
+      "summary_paragraph": "Humaid bin Rashid Al Nuaimi II is a notable figure in the UAE. Death Year Position."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -101127,7 +101165,8 @@
           "fact": "Position",
           "value": "Minister of Higher Education and Scientific Research"
         }
-      ]
+      ],
+      "summary_paragraph": "Hamdan bin Mubarak Al Nahyan is a notable figure in the UAE. Birth Year Position."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,
@@ -102364,7 +102403,8 @@
       "key_positive_aspects": [
         "Key security modernization figure",
         "Leadership in national safety initiatives"
-      ]
+      ],
+      "summary_paragraph": "Sheikh Saif bin Zayed Al Nahyan is a notable figure in the UAE. Deputy Prime Minister and Minister of Interior Born in 1968."
     },
     "summary_paragraph": "Sheikh Saif bin Zayed Al Nahyan serves as both Deputy Prime Minister and Minister of Interior of the UAE. A member of Abu Dhabi's ruling family, he has been instrumental in modernizing the UAE's security apparatus and implementing advanced safety systems.",
     "sensitive_topics": {
@@ -102419,7 +102459,8 @@
       "key_positive_aspects": [
         "Prestigious military rank",
         "Leadership position"
-      ]
+      ],
+      "summary_paragraph": "Lieutenant General refers to three-star military rank."
     },
     "summary_paragraph": "Lieutenant General is a senior three-star military rank in the UAE Armed Forces. It represents a high level of military leadership and is often held by members of the royal family in key security positions.",
     "sensitive_topics": {
@@ -102476,7 +102517,8 @@
         "Cultural continuity",
         "Traditional authority structure",
         "Social stability"
-      ]
+      ],
+      "summary_paragraph": "Sheikh System refers to traditional leadership structure."
     },
     "summary_paragraph": "The Sheikh system is a traditional governance structure in the UAE based on tribal leadership and hereditary rule. It forms the foundation of the UAE's political and social organization, with ruling families heading each emirate.",
     "sensitive_topics": {
@@ -102536,7 +102578,8 @@
         "Preserves family heritage",
         "Shows social connections",
         "Cultural identity marker"
-      ]
+      ],
+      "summary_paragraph": "Arabic Naming Convention refers to uses patronymic system (bin/bint)."
     },
     "summary_paragraph": "Arabic naming conventions in the UAE follow a traditional structure including personal name, father's name (with bin/bint), and family/tribal name. This system preserves lineage information and reflects important social and cultural relationships.",
     "sensitive_topics": {
@@ -102597,7 +102640,8 @@
         "Long reign of 54 years",
         "Known as 'Zayed the Great'",
         "Established strong foundations for Abu Dhabi"
-      ]
+      ],
+      "summary_paragraph": "Zayed bin Khalifa Al Nahyan is a notable figure in the UAE. Ruler of Abu Dhabi (1855-1909) Birth: 1840."
     },
     "summary_paragraph": "Zayed bin Khalifa Al Nahyan, known as Zayed the Great, was the ruler of Abu Dhabi from 1855 to 1909. His 54-year reign was marked by significant developments in Abu Dhabi's growth and stability, earning him historical significance as one of the most important rulers of the pre-UAE era.",
     "sensitive_topics": {
@@ -102646,7 +102690,8 @@
         "Government service",
         "Academic contributions",
         "Public sector leadership"
-      ]
+      ],
+      "summary_paragraph": "Abdulrahman Abdulmannan Al Awar is a notable figure in the UAE. Born: 1969 Government Minister."
     },
     "summary_paragraph": "Abdulrahman Al Awar is an Emirati government minister and academic who has served in various leadership positions. He has made significant contributions to public sector development and academic institutions in the UAE.",
     "sensitive_topics": {
@@ -102695,7 +102740,8 @@
         "Literary contributions",
         "Cultural preservation",
         "Multi-disciplinary artist"
-      ]
+      ],
+      "summary_paragraph": "Aisha Al Kaabi is a notable figure in the UAE. Born: 1973 Writer, poet, artist and translator."
     },
     "summary_paragraph": "Aisha Al Kaabi is an accomplished Emirati writer, poet, artist and translator who has made significant contributions to UAE's cultural landscape. Her work spans multiple creative disciplines and has helped promote Emirati literature and arts.",
     "sensitive_topics": {
@@ -102863,7 +102909,8 @@
       "key_positive_aspects": [
         "Involved in charity work",
         "International presence"
-      ]
+      ],
+      "summary_paragraph": "Sheikha Bouchra bint Mohammed Al Maktoum is a notable figure in the UAE. Member of Dubai's ruling family Attended social event in London in March 2000."
     },
     "sensitive_topics": {
       "has_sensitive_content": false,