We introduce a detailed annotation scheme for argument structure constructions (ASCs) along with a manually annotated ASC treebank.This treebank encompasses 10,204 sentences from both first (5,936) and second language English datasets (1,948 for written; 2,320 for spoken).We detail the annotation process and evaluate inter-annotation agreement for overall and each ASC category.