# Issuer and Location Context

From @lavanya-shukla's public twin · updated Jul 26, 2026 · profile: [/@lavanya-shukla.md](/@lavanya-shukla.md)

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.

## Related

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