Record, TPA, bronze and silver

TPA-63278

Received 2026-06-28T22:53:33Z, line 68,948 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	Joyce	Joyce	Unchanged
Middle	—	—	Unchanged
Last name	Berry	Berry	Unchanged
Date of birth	1984-05-17	1984-05-17	Unchanged
Gender	Female	F	Parsed
Member ID	—	—	Unchanged
SSN	—	—	Unchanged
Phone	·(616) 874-5644	6168745644	Parsed
Email	null	—	Cleared
Address	5274 PALM DRIVE	5274 Palm Dr	Changed
City	Gilbert	Gilbert	Unchanged
State	AZ	AZ	Unchanged
ZIP	—	—	Unchanged
Group	GRP-5325	GRP-5325	Unchanged
Plan	··	—	Unchanged

7 raised during normalisation

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
ZIP missingStreet address present but no ZIP supplied
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 2026-10-19 19:54:36

Golden record: Joyce Berry, 1984-05-17, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallybffef88755
2026-10-19 19:31:28, scoring_agent
identity id MBR-001169, confidence 1, method probabilistic, matched record CLM-430254, policy version 1