This is the training dataset for DeepDive, an automated approach for training deep search agents with complex, multi-step reasoning capabilities. The dataset is constructed through automated knowledge graph random walks, entity obfuscation, and difficulty filtering to create challenging questions that require sophisticated search and retrieval skills.