Record, TPA, bronze and silver

TPA-50824

Received 2026-01-31T00:23:21Z, line 27,769 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	Dennis G	Dennis	Changed
Middle	—	G	Changed
Last name	Spencer	Spencer	Unchanged
Date of birth	11/06/2008	2008-11-06	Parsed
Gender	F	F	Unchanged
Member ID	—	—	Unchanged
SSN	•••-••-3479	•••-••-3479	Unchanged
Phone	UNKNOWN	—	Cleared
Email	DENNIS.SPENCER72@GMAIL.COM	dennis.spencer72@gmail.com	Changed
Address	2302 PALM DRIVE	2302 Palm Dr	Changed
City	Scottsdale	Scottsdale	Unchanged
State	AZ	AZ	Unchanged
ZIP	85206··	85206	Changed
Group	GRP-0791	GRP-0791	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

7 raised during normalisation

Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
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
Email lower-casedEmail lower-cased
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: Dennis Spencer, 2008-11-06, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyf78143ff97
2026-10-19 19:31:28, scoring_agent
identity id MBR-003304, confidence 1, method probabilistic, matched record TPA-50825, policy version 1