Record, TPA, bronze and silver

TPA-63947

Received 2026-09-03T00:46:47Z, line 49,213 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	LARRY··	Larry	Changed
Middle	—	—	Unchanged
Last name	FOWLER	Fowler	Changed
Date of birth	·06/14/1954	1954-06-14	Parsed
Gender	Male	M	Parsed
Member ID	NULL	—	Cleared
SSN	-	—	Cleared
Phone	NULL	—	Cleared
Email	—	—	Unchanged
Address	7770 Mountain View Drive	7770 Mountain View Dr	Changed
City	Seattle	Seattle	Unchanged
State	WA	WA	Unchanged
ZIP	98107	98107	Unchanged
Group	UNKNOWN	—	Cleared
Plan	null	—	Cleared

7 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)
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
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

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-22 12:43:43

Golden record: Larry Fowler, 1954-06-14, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically7a6e64a7e0
2026-10-19 19:31:28, scoring_agent
identity id MBR-027443, confidence 1, method probabilistic, matched record ENR-142039, policy version 1