Record, TPA, bronze and silver

TPA-59640

Received 2026-03-04T23:18:22Z, line 58,452 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	kenneth	Kenneth	Changed
Middle	—	—	Unchanged
Last name	ryan··	Ryan	Changed
Date of birth	24-07-1991	1991-07-24	Parsed
Gender	F	F	Unchanged
Member ID	·NULL	—	Cleared
SSN	—	—	Unchanged
Phone	NULL··	—	Cleared
Email	UNKNOWN	—	Cleared
Address	2520 SUNSET BLVD	2520 Sunset Blvd	Changed
City	Tampa	Tampa	Unchanged
State	FL	FL	Unchanged
ZIP	NULL··	—	Cleared
Group	—	—	Unchanged
Plan	N/A	—	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
ZIP missingStreet address present but no ZIP supplied
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 2026-10-19 19:54:36

Golden record: Kenneth Ryan, 1991-07-24, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyedbf894fd8
2026-10-19 19:31:28, scoring_agent
identity id MBR-013511, confidence 0.994, method probabilistic, matched record CLM-422034, policy version 1