Record, TPA, bronze and silver
TPA-63140
Received 2026-05-07T08:12:37Z, line 93,524 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 | Franklin, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Franklin | Changed |
| Date of birth | 19541222 | 1954-12-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| LAUREN.FRANKLIN@AOL.COM | lauren.franklin@aol.com | Changed | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | N/A·· | — | Cleared |
| ZIP | null | — | Cleared |
| Group | ·GRP-4369 | GRP-4369 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- lauren|franklin
- Address key
- —
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-429747 | 0.83 | Scored | — | Sent to steward |
| TPA-63139 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029542
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Franklin, 1954-12-22, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0004120.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically2fb09e05ac2026-10-19 19:31:28, scoring_agentidentity id MBR-028689, confidence 1, method probabilistic, matched record ENR-139534, policy version 1