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PolitNuggets is a multilingual benchmark for evaluating large reasoning models within agentic frameworks on their ability to discover and synthesize long-tail political facts by constructing biographies for 400 global elites. The benchmark introduces evaluation protocols like FactNet and reveals that current systems struggle with fine-grained details and efficiency.