Record, TPA, bronze and silver

TPA-61325

Received 2026-03-27T07:33:44Z, line 78,456 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	THOMAS	Thomas	Changed
Middle	····	—	Unchanged
Last name	MARSHALL	Marshall	Changed
Date of birth	1967-10-28	1967-10-28	Unchanged
Gender	F	F	Unchanged
Member ID	UNKNOWN	—	Cleared
SSN	•••-••-2666	•••-••-2666	Unchanged
Phone	NULL	—	Cleared
Email	thomas.marshall56@aol.com	thomas.marshall56@aol.com	Unchanged
Address	9589 DESERT SKY BOULEVARD	9589 Desert Sky Blvd	Changed
City	Eden Prairie	Eden Prairie	Unchanged
State	MN	MN	Unchanged
ZIP	55397	55397	Unchanged
Group	—	—	Unchanged
Plan	NULL	—	Cleared

4 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters 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

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-22 12:43:43

Golden record: Thomas Marshall, 1967-10-28, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyc9257ff6e0
2026-10-19 19:31:28, scoring_agent
identity id MBR-014271, confidence 1, method probabilistic, matched record PRV-27589, policy version 1