Abstract Background Massive text mining of the biological literature holds great promise of relating disparate information and discovering new knowledge. However. disambiguation of gene symbols is a major bottleneck. Results We developed a simple thesaurus-based disambiguation algorithm that can operate with very little training data. https://jalyttlers.shop/product-category/wooden-vase/