Record, CLM, bronze and silver
CLM-401807
Received 2026-06-03T20:08:22Z, line 76,266 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 | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | CARLSON | Carlson | Changed |
| Date of birth | 1956-07-15 | 1956-07-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5836 | •••-••-5836 | Unchanged |
| Phone | 4963618160 | 4963618160 | Unchanged |
| JOYCE.CARLSON@HOTMAIL.COM | joyce.carlson@hotmail.com | Changed | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-0207 | GRP-0207 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- joyce|carlson
- Address key
- —
- Canonical first
- joyce
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Email lower-casedEmail lower-cased
- 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-401808 | 1.00 | Scored | — | Auto-linked |
| ENR-102360 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-50790 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-401809 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020352
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Carlson, 1956-07-15, 5 records, Verified
Evidence
Matched against CLM-401808
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically5a1da1682d2026-10-22 12:43:54, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401808, policy version 1
- Record linked automaticallyec8cd387d22026-10-19 19:54:38, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401808, policy version 1
- Record linked automaticallyf2656e40b42026-10-19 19:52:09, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401808, policy version 1
- Record linked automaticallycb4366b5412026-10-19 19:45:42, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401808, policy version 1
- Record linked automatically87bc91dddb2026-10-19 19:32:31, scoring_agentidentity id MBR-020352, confidence 1, method probabilistic, matched record CLM-401808, policy version 1
- Record linked automaticallybbe2ce4d0d2026-10-19 19:31:28, scoring_agentidentity id MBR-014383, confidence 1, method probabilistic, matched record CLM-401808, policy version 1