Genealogical research is inherently complex. Every individual carries a story shaped by countless variables: family dynamics, geography, culture, trauma, religion, economics, and time. Even under ideal circumstances, reconstructing a life requires patience, skepticism, and a willingness to sit with incomplete information. Researching individuals who lived into or beyond the early 2000s introduces an entirely new layer of complexity, particularly with the rise of social networ