Record, TPA, bronze and silver

TPA-52011

Received 2026-08-29T22:16:22Z, line 99,381 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	lauren	Lauren	Changed
Middle	—	—	Unchanged
Last name	miller	Miller	Changed
Date of birth	11/25/1990	1990-11-25	Parsed
Gender	M	M	Unchanged
Member ID	null	—	Cleared
SSN	•••-••-0254	•••-••-0254	Parsed
Phone	null··	—	Cleared
Email	LAUREN.MILLER35@YAHOO.COM	lauren.miller35@yahoo.com	Changed
Address	8723 Oak Street	8723 Oak St	Changed
City	Las Vegas	Las Vegas	Unchanged
State	Nevada	NV	Changed
ZIP	89188	89188	Unchanged
Group	GRP-0627	GRP-0627	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

8 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
State name converted to codeFull state name replaced by its two-letter USPS code
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: Lauren Miller, 1990-11-25, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically6083cbb4f9
2026-10-19 19:31:28, scoring_agent
identity id MBR-013676, confidence 1, method probabilistic, matched record CLM-404522, policy version 1