Record, CLM, bronze and silver
CLM-430324
Received 2026-03-23T06:09:21Z, line 34,162 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 | AMBER | Amber | Changed |
| Middle | P | P | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 19560106 | 1956-01-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-75817-92 | UHC-75817-92 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| AMBER.MCDONALD@GMAIL.COM | amber.mcdonald@gmail.com | Changed | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- amber|mcdonald
- Address key
- —
- Canonical first
- amber
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)
- 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-430322 | 1.00 | Scored | — | Auto-linked |
| ENR-139813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430325 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018319
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber McDonald, 1956-01-06, 5 records, Verified
Evidence
Matched against CLM-430322
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically6dbff99b212026-10-22 12:43:54, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record CLM-430322, policy version 1
- Record linked automaticallyfa4610550e2026-10-19 19:54:38, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record CLM-430322, policy version 1
- Record linked automaticallyd4aa29cb0f2026-10-19 19:52:09, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record CLM-430322, policy version 1
- Record linked automatically6749cd43cc2026-10-19 19:45:42, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record CLM-430322, policy version 1
- Record linked automatically31007460292026-10-19 19:32:31, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record CLM-430322, policy version 1
- Record linked automaticallye899ff00842026-10-19 19:31:28, matching_agentidentity id MBR-016943, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430323