Gemini is a Generative AI LLM developed by Google, cited in the comparative analysis of entity extraction performance. When tested for entity extraction in the sources, the older experimental version of Gemini produced zero recognized entities.
This result highlights the unsuitability of using general-purpose LLMs for specialized, scalable entity analysis tasks that require precision and consistency, reinforcing the recommendation to use purpose-built NLP APIs instead.