Evaluation of temperature-dependent critical experiments at the Walthousen reactor critical facility for benchmark development

•Benchmark libraries are vital for validation of nuclear simulation tools.•Temperature-dependent reactor critical experiments developed as benchmarks.•Sensitivity analysis reveals reactivity most sensitive to fuel parameters.•Sample calculations demonstrate fitness of dataset for use as a benchmark.•Sensitivity of nuclear data assessed with different data evaluation libraries.