In a world driven by semantic search, artificial intelligence, and structured data, language is no longer merely a means of communication; it has become a data layer upon which modern systems are built. For Arabic, despite its rich morphological and derivational nature, its representation within Wikidata has remained significantly limited. Before the start of this project, Arabic lexemes did not exceed 2,500 entries, and many of them lacked essential morphological and derivational data. Roots were often unlinked, patterns incomplete, verbs without forms, and lexemes without a clear ontological framework. From this point, I began working on the “Arabic Lexeme Enrichment” project during the period from August to December 2025 – not merely as a partial improvement effort, but as a practical attempt to build a coherent Arabic linguistic layer within the platform that can later be relied upon in Wiktionary and other systems.…