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Rental Assistance Escalations - Legacy Cases

Normalize source headers into durable storage keys and assign fraud-signal semantics before running vector analysis.

Map columns to signals

Storage-safe keys live in the database; the semantic mapping lives here.

6/6 mapped

Applicant
column_1
Signal type for Applicant
Email
column_2
Signal type for Email
Device Fingerprint
column_3
Signal type for Device Fingerprint
Landlord
column_4
Signal type for Landlord
Payment Method
column_5
Signal type for Payment Method
Routing Number
column_6
Signal type for Routing Number

Batch metadata

4,860 application rows

Row JSON is stored with storage-safe column names like column_1, while column_schema keeps the original header and signal mapping.

Applicant: column_1
Email: column_2
Device Fingerprint: column_3
Landlord: column_4
Payment Method: column_5
Routing Number: column_6