Record, TPA, bronze and silver

TPA-51129

Received 2026-01-14T04:02:56Z, line 94,405 of the TPA feed

TPASingle record

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	Richards, Aisha	Aisha	Changed
Middle	—	—	Unchanged
Last name	—	Richards	Changed
Date of birth	1955-10-16	1955-10-16	Unchanged
Gender	F··	F	Parsed
Member ID	—	—	Unchanged
SSN	UNKNOWN	—	Cleared
Phone	—	—	Unchanged
Email	N/A	—	Cleared
Address	7394 Harbor Boulevard	7394 Harbor Blvd	Changed
City	Dallas	Dallas	Unchanged
State	·TX	TX	Changed
ZIP	75295	75295	Unchanged
Group	—	—	Unchanged
Plan	—	—	Unchanged

5 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
Address re-casedStreet line re-cased and punctuation removed
Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
CLM-402643	0.75	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Aisha Richards, 1955-10-16, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically5a296bec43
2026-10-19 19:31:28, scoring_agent
identity id MBR-032787, confidence 1, method probabilistic, matched record CLM-402476, policy version 1