Record, TPA, bronze and silver
TPA-59806
Received 2026-06-24T12:47:40Z, line 66,900 of the TPA feed
TPAScored
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 | CHEN | Chen | Changed |
| Date of birth | 7/26/1973 | 1973-07-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 457 440 7425 | 4574407425 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | ···· | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- lauren|chen
- Address key
- —
- Canonical first
- lauren
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-129266 | 1.00 | Scored | — | Auto-linked |
| CLM-422316 | 1.00 | Scored | — | Auto-linked |
| ENR-129267 | 1.00 | Scored | — | Auto-linked |
| TPA-59807 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011622
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Chen, 1973-07-26, 4 records, Verified
Evidence
Matched against CLM-422316
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically17bdf1f2c62026-10-22 12:43:54, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record CLM-422316, policy version 1
- Record linked automatically8dae7a0c952026-10-19 19:54:38, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record CLM-422316, policy version 1
- Record linked automaticallyf8c57f02d92026-10-19 19:52:09, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record CLM-422316, policy version 1
- Record linked automatically38316162b22026-10-19 19:45:42, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record CLM-422316, policy version 1
- Record linked automatically5fd03359eb2026-10-19 19:32:31, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record CLM-422316, policy version 1
- Record linked automatically4d1da4014a2026-10-19 19:31:28, scoring_agentidentity id MBR-019120, confidence 0.917, method probabilistic, matched record CLM-422330, policy version 1