The case has been solved! The oracle price of Hyperliquid's PUMP Pre TGE contract trading pairs originally did not rely on external data sources or spot indices, but was calculated based on the 8-hour index weighted moving average (EWMA) of the past day's mark price per minute (usually calculated based on fair prices in order books).