Figure: Admin Interface Overview. The pipeline provides a web-based administrative interface for orchestrating large-scale phenotype prediction experiments. The interface enables systematic evaluation of multiple LLM models across diverse species cohorts, with real-time progress monitoring and automated job scheduling. Users can dynamically expand the model selection via OpenRouter integration (dropdown shown), track prediction status for each species-model combination, and access detailed extraction statistics including species processed, success rates, and failure counts for individual jobs.