Record, TPA, bronze and silver

TPA-60732

Received 2026-01-05T12:13:20Z , line 53,399 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	GLORIA	Gloria	Changed
Middle	—	—	Unchanged
Last name	HOWARD	Howard	Changed
Date of birth	Mar 22, 1996	1996-03-22	Parsed
Gender	Male	M	Parsed
Member ID	—	—	Unchanged
SSN	NULL	—	Cleared
Phone	-	—	Cleared
Email	-	—	Cleared
Address	NULL	—	Cleared
City	-	—	Cleared
State	··	—	Unchanged
ZIP	UNKNOWN	—	Cleared
Group	—	—	Unchanged
Plan	NULL	—	Cleared

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
Gender normalisedGender mapped to F or M from a longer or variant value
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-424359	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Gloria Howard, 1996-03-22, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically1006cbe8a9
2026-10-19 19:31:28, scoring_agent
identity id MBR-030236, confidence 1, method probabilistic, matched record CLM-424394, policy version 1