Companies change: people leave, products die, mergers happen. This post shows how to build point-in-time knowledge graphs over any company from news alone, using NOSIBLE World, which covers 38 thousand tickers, 3.2 million organizations and 6.4 million people. Named entity recognition supplies the nodes, lift-scored co-mention supplies the links, and the document date keeps every yearly view safe to backtest.
2026-07-168 min read
