Record, TPA, bronze and silver

TPA-53081

Received 2026-09-24T13:55:28Z, line 43,742 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	JUDITH	Judith	Changed
Middle	—	—	Unchanged
Last name	HAMILTON	Hamilton	Changed
Date of birth	1971-03-26	1971-03-26	Unchanged
Gender	M	M	Unchanged
Member ID	—	—	Unchanged
SSN	—	—	Unchanged
Phone	18609681024	8609681024	Parsed
Email	·NULL	—	Cleared
Address	3677 WASHINGTON STREET	3677 Washington St	Changed
City	·Tempe	Tempe	Changed
State	AZ	AZ	Unchanged
ZIP	85281	85281	Unchanged
Group	GRP-1801	GRP-1801	Unchanged
Plan	·CORE-HMO	CORE-HMO	Changed

6 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
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
ENR-109177	0.79	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Judith Hamilton, 1971-03-26, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallye462028bd8
2026-10-19 19:31:28, scoring_agent
identity id MBR-014725, confidence 0.98, method probabilistic, matched record CLM-406898, policy version 1