Text-only anime dataset built for fine-tuning large language models (LLM), instruction tuning, retrieval-augmented generation (RAG), question answering (QA), entity linking, recommendation systems, and evaluation benchmarks. The headline unit is unique anime works — one work expands into many records: characters, staff, episodes, QA pairs, RAG chunks, and relationship edges.