Methodology for Resolving Homonymous Names in Large Text Corpora

Methodology for Resolving Homonymous Names in Large Text Corpora The passage describes a technical process for name disambiguation and fame scoring in a database. It contains no specific allegations, actors, transactions, or actionable leads linking powerful individuals to misconduct. While it could be useful for future investigations that need to identify references to high‑profile figures, the excerpt itself offers no concrete leads. Key insights: Outlines steps to generate all first‑name + last‑name combinations for query matching.; Describes calculating time‑resolved word‑match frequencies as a 'fame signal'.; Identifies and categorizes homonym conflicts (bidirectional vs. unidirectional).