Record, CLM, bronze and silver
CLM-411460
Received 2026-01-04T06:43:04Z, line 45,413 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CAARL | Caarl | Changed |
| Middle | — | — | Unchanged |
| Last name | MONTGOMERY | Montgomery | Changed |
| Date of birth | 1962-08-11 | 1962-08-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7028 | •••-••-7028 | Unchanged |
| Phone | ·UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | ·NULL | — | Cleared |
| Group | GRP-9865 | GRP-9865 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- caarl|montgomery
- Address key
- —
- Canonical first
- caarl
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-411459 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411462 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-115076 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411461 | 0.83 | Scored | — | Sent to steward |
| TPA-55048 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001048
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carl Montgomery, 1962-08-11, 5 records, Verified
Evidence
Matched against CLM-411459
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd648a493ac2026-10-19 19:54:38, matching_agentidentity id MBR-001048, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411459
- Record linked automatically094dbf69442026-10-19 19:52:08, matching_agentidentity id MBR-001048, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411459
- Record linked automatically3a8b971a082026-10-19 19:45:41, matching_agentidentity id MBR-001048, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411459
- Record linked automaticallyd20bb749fb2026-10-19 19:32:31, matching_agentidentity id MBR-001048, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411459
- Record linked automatically953fca8b112026-10-19 19:31:28, scoring_agentidentity id MBR-003380, confidence 1, method probabilistic, matched record PRV-23408, policy version 1