Record, CLM, bronze and silver
CLM-429124
Received 2026-10-07T19:55:38Z, line 42,037 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 | JOHN | John | Changed |
| Middle | J.·· | J | Changed |
| Last name | FERGUSON | Ferguson | Changed |
| Date of birth | ·1972-11-22 | 1972-11-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54117-64 | UHC-54117-64 | Unchanged |
| SSN | •••-••-9563 | •••-••-9563 | Unchanged |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | null | — | Cleared |
| City | ·· | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- john|ferguson
- Address key
- —
- Canonical first
- john
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-429123 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138190 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008603
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Ferguson, 1972-11-22, 3 records, Verified
Evidence
Matched against CLM-429123
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically6c5e4435852026-10-19 19:54:38, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429123
- Record linked automatically6e773bb9ec2026-10-19 19:52:09, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429123
- Record linked automatically9f1818f2f62026-10-19 19:45:42, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429123
- Record linked automaticallyd416b49c092026-10-19 19:32:31, matching_agentidentity id MBR-008603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429123
- Record linked automaticallyb57c3fda032026-10-19 19:31:28, matching_agentidentity id MBR-029611, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-429123