paper_type.json (303B)
1 { 2 "paper_type": "empirical", 3 "reason": "Tests multiple LLM models (GPT-5, Gemini 2.5, Llama-70B) on counting/enumeration tasks, reports quantitative accuracy results, and analyzes internal representations through PCA—primary contribution is experimental findings about LLM enumeration behavior." 4 }