The look-ahead bias benchmark contains a structured set of evaluation probes organised into three columns: the first column provides the prompt identifier, the second column contains the prompt with a masked element, and the third column specifies the corresponding correct (golden) year. The benchmark is accessible through this link: Look-ahead_Benchmark_Re(Visiting)_LLMs_in_Finance