Record, CLM, bronze and silver
CLM-429940
Received 2026-07-13T01:44:02Z , line 52,388 of the CLM feed
CLMScored
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 | Jun 20, 1991 | 1991-06-20 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (218) 227-6792 | 2182276792 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2171 | GRP-2171 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- lauren|johnson
- Address key
- —
- Canonical first
- lauren
Quality flags
4 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
- 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-139253 | 1.00 | Scored | — | Auto-linked |
| CLM-429938 | 0.83 | Scored | — | Sent to steward |
| CLM-429939 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001513
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Johnson, 1991-06-20, 4 records, Verified
Evidence
Matched against ENR-139253
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye9e7b54faf2026-10-19 19:54:38, scoring_agentidentity id MBR-001513, confidence 1, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automaticallya3a7cf0cb22026-10-19 19:52:08, scoring_agentidentity id MBR-001513, confidence 1, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automatically7785218c2d2026-10-19 19:45:41, scoring_agentidentity id MBR-001513, confidence 1, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automaticallyb2962da0772026-10-19 19:32:31, scoring_agentidentity id MBR-001513, confidence 1, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automatically13f475132e2026-10-19 19:31:28, scoring_agentidentity id MBR-006994, confidence 1, method probabilistic, matched record TPA-63131, policy version 1