Record, CLM, bronze and silver
CLM-427729
Received 2026-06-30T22:10:02Z, line 91,222 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 | ·alexander | Alexander | Changed |
| Middle | — | — | Unchanged |
| Last name | smith·· | Smith | Changed |
| Date of birth | 1958-09-25 | 1958-09-25 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2543 | •••-••-2543 | Unchanged |
| Phone | 5583827401 | 5583827401 | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | ·· | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-3140 | GRP-3140 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.92
- Name key
- alexander|smith
- Address key
- —
- Canonical first
- alexander
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Plan code upper-casedPlan code upper-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-427727 | 0.99 | Scored | — | Auto-linked |
| CLM-427728 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-136363 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024489
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Alexander Smith, 1958-09-25, 4 records, Verified
Evidence
Matched against CLM-427727
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automaticallye930138ecf2026-10-19 19:54:38, scoring_agentidentity id MBR-024489, confidence 0.987, method probabilistic, matched record CLM-427727, policy version 1
- Record linked automatically215997adf72026-10-19 19:52:09, scoring_agentidentity id MBR-024489, confidence 0.987, method probabilistic, matched record CLM-427727, policy version 1
- Record linked automatically911d249f112026-10-19 19:45:42, scoring_agentidentity id MBR-024489, confidence 0.987, method probabilistic, matched record CLM-427727, policy version 1
- Record linked automatically0e5f5a9fda2026-10-19 19:32:31, scoring_agentidentity id MBR-024489, confidence 0.987, method probabilistic, matched record CLM-427727, policy version 1
- Record linked automatically37396389ea2026-10-19 19:31:28, matching_agentidentity id MBR-008956, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-136711