Record, CLM, bronze and silver
CLM-430000
Received 2026-07-10T02:04:08Z, line 26,458 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 | JACK | Jack | Changed |
| Middle | ·· | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 1996-01-01 | 1996-01-01 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC-70363-83 | UHC-70363-83 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | ·· | — | Unchanged |
| ·- | — | Cleared | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.94
- Name key
- john|pierce
- 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 |
|---|---|---|---|---|
| ENR-139330 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28778 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-63243 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006621
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Pierce, 1996-01-01, 4 records, Verified
Evidence
Matched against ENR-139330
| 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 automatically0a868b3e962026-10-19 19:54:38, matching_agentidentity id MBR-006621, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139330
- Record linked automatically5820fa1e972026-10-19 19:52:09, matching_agentidentity id MBR-006621, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139330
- Record linked automatically7e128bd6f32026-10-19 19:45:42, matching_agentidentity id MBR-006621, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139330
- Record linked automaticallyfee30ee9942026-10-19 19:32:31, matching_agentidentity id MBR-006621, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139330
- Record linked automatically8508f138432026-10-19 19:31:28, scoring_agentidentity id MBR-024085, confidence 0.994, method probabilistic, matched record PRV-28797, policy version 1