Issuer and Location Context

Improbability Fund I, LP is the issuer associated with this record in EDGAR under CIK 0002130436. The registry's location field is San Francisco, classified specifically as issuer-address. It therefore locates the filing entity for review and should not be represented as Lavanya Shukla's residence, workplace, or independently verified personal connection to that city.