Record, TPA, bronze and silver

TPA-53477

Received 2026-01-25T11:35:13Z, line 37,193 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	MARIA	Maria	Changed
Middle	—	—	Unchanged
Last name	ARNOLD	Arnold	Changed
Date of birth	1986-03-13	1986-03-13	Unchanged
Gender	F	F	Unchanged
Member ID	—	—	Unchanged
SSN	NULL	—	Cleared
Phone	747.870.5305	7478705305	Parsed
Email	UNKNOWN	—	Cleared
Address	3117 VALLEY VIEW DRIVE	3117 Valley View Dr	Changed
City	Mesa	Mesa	Unchanged
State	AZ	AZ	Unchanged
ZIP	85229	85229	Unchanged
Group	null	—	Cleared
Plan	NAVIGATE-HMO	NAVIGATE-HMO	Unchanged

5 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
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-407876	0.83	Scored	—	Sent to steward
CLM-407875	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Maria Arnold, 1986-03-13, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically8141f26d59
2026-10-19 19:31:28, matching_agent
identity id MBR-023563, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407946