Record, CLM, bronze and silver
CLM-430325
Received 2026-03-08T15:21:27Z, line 85,174 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 | Ambar | Ambar | Unchanged |
| Middle | P. | P | Changed |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 1956-01-06 | 1956-01-06 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-75817-92 | UHC-75817-92 | Unchanged |
| SSN | •••-••-8433 | •••-••-8433 | Unchanged |
| Phone | 774-668-7557 | 7746687557 | Parsed |
| ·- | — | Cleared | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-8579 | GRP-8579 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- ambar|mcdonald
- Address key
- —
- Canonical first
- ambar
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-139812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430324 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430322 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018319
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Amber McDonald, 1956-01-06, 5 records, Verified
Evidence
Matched against ENR-139812
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically9821afd11d2026-10-22 12:43:54, matching_agentidentity id MBR-018319, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139812
- Record linked automaticallya9f17f8b072026-10-19 19:54:38, matching_agentidentity id MBR-018319, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139812
- Record linked automatically96b5b8d4e62026-10-19 19:52:09, matching_agentidentity id MBR-018319, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139812
- Record linked automatically9506bf746a2026-10-19 19:45:42, matching_agentidentity id MBR-018319, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139812
- Record linked automatically16c5a1685c2026-10-19 19:32:31, matching_agentidentity id MBR-018319, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139812
- Record linked automaticallyd6eda142742026-10-19 19:31:28, scoring_agentidentity id MBR-020562, confidence 0.997, method probabilistic, matched record CLM-430326, policy version 1