Sentence:  They had bought their house in Catatonia after <WSD>investigating</WSD> all the regions of suburbia surrounding New York ; they had chosen Catatonia because of its reputation for excellent schools , beaches , and abundance of names . 
Meaning of the word marked with <WSD> tags:  investigate scientifically