Record, TPA, bronze and silver
TPA-59133
Received 2026-07-12T12:57:41Z, line 63,136 of the TPA feed
TPARule
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 | JOHNSON·· | Johnson | Changed |
| Date of birth | 1955-02-23 | 1955-02-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-97366-63 | UHC-97366-63 | Unchanged |
| SSN | •••-••-1389 | •••-••-1389 | Unchanged |
| Phone | 254-961-6595 | 2549616595 | Parsed |
| LAUREN.JOHNSON@GMAIL.COM | lauren.johnson@gmail.com | Changed | |
| Address | 8349 Harbor Boulevard | 8349 Harbor Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | Minnesota | MN | Changed |
| ZIP | 55440 | 55440 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.60
- Name key
- lauren|johnson
- Address key
- 8349|harbor|55440
- Canonical first
- lauren
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-420814 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003035
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauuren Johnson, 1955-02-23, 4 records, Verified
Evidence
Matched against CLM-420814
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8a67aa51622026-10-19 19:54:38, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420814
- Record linked automaticallycdb9cf08382026-10-19 19:52:08, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420814
- Record linked automatically996be569e52026-10-19 19:45:41, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420814
- Record linked automaticallyec016257252026-10-19 19:32:31, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420814
- Record linked automatically682e338dae2026-10-19 19:31:28, matching_agentidentity id MBR-007932, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-420939