Record, TPA, bronze and silver
TPA-50256
Received 2026-04-24T18:48:36Z, line 16,915 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simmons | Simmons | Unchanged |
| Date of birth | 09/13/1949 | 1949-09-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-0976 | •••-••-0976 | Unchanged |
| Phone | 9387382916 | 9387382916 | Unchanged |
| LAUREN.SIMMONS@YAHOO.COM | lauren.simmons@yahoo.com | Changed | |
| Address | N/A | — | Cleared |
| City | ·null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- lauren|simmons
- Address key
- —
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-100766 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027523
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Lauren Simmons, 1949-09-13, 2 records, Verified
Evidence
Matched against ENR-100766
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically64ac4515bb2026-10-22 12:43:54, matching_agentidentity id MBR-027523, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100766
- Record linked automatically36c0ba18e32026-10-19 19:54:38, matching_agentidentity id MBR-027523, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100766
- Record linked automaticallyc01f118f7a2026-10-19 19:52:09, matching_agentidentity id MBR-027523, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100766
- Record linked automatically53439613272026-10-19 19:45:42, matching_agentidentity id MBR-027523, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100766
- Record linked automatically2f0c5977602026-10-19 19:32:31, matching_agentidentity id MBR-027523, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100766
- Record linked automatically655c1630802026-10-19 19:31:28, scoring_agentidentity id MBR-018158, confidence 0.985, method probabilistic, matched record ENR-100860, policy version 1