On Polymarket, three newly created wallets executed a coordinated strategy mere hours before a major political shift occurred. These accounts, funded and activated just days before their deployment, locked in positions worth a combined $630,484 on the outcome. The timing proved remarkably prescient—the wallets captured nearly that exact profit margin. On-chain data trackers like Lookonchain flagged the unusual pattern: pre-positioned capital, dormant wallets suddenly activated, and execution windows that aligned with real-world events. It raises questions about information asymmetry in decentralized prediction markets. Were these sophisticated traders reading public signals, or was something else at play? Either way, it highlights how blockchain transparency can expose market behavior that would remain hidden in traditional markets. For those monitoring whale activity and smart money positioning, cases like this underline why tracking wallet timelines and funding patterns matters.