Benchmarking Frontier Large Language Models Against Official Crash Database Coding Using Police Crash Narratives

Sudhir Bharati, Rajendra K C Khatri, Sudip Bharati

Police crash narratives contain information that may supplement structured crash databases, but manual review is labor-intensive and it remains unclear how well large language mode…