Record, CLM, bronze and silver
CLM-409727
Received 2026-07-14T21:53:42Z, line 95,478 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 | JAOCB | Jaocb | Changed |
| Middle | G | G | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 11/28/1970 | 1970-11-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-27394-07 | UHC-27394-07 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- jaocb|cooper
- Address key
- —
- Canonical first
- jaocb
Quality flags
3 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)
- 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-409728 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-112785 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038426
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Jacob Cooper, 1971-11-28, 3 records, Verified
Evidence
Matched against CLM-409728
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyee067a0e302026-10-19 19:54:39, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409728
- Record linked automaticallya1e928d61c2026-10-19 19:52:09, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409728
- Record linked automatically5e7e80208f2026-10-19 19:45:42, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409728
- Record linked automaticallyfccd08aace2026-10-19 19:32:31, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409728
- Record linked automaticallyf27c87bbac2026-10-19 19:31:28, matching_agentidentity id MBR-019575, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409726