Record, CLM, bronze and silver
CLM-402165
Received 2026-02-15T03:43:21Z, line 93,134 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 | BOBBY | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWELL·· | Howell | Changed |
| Date of birth | 1958-12-16 | 1958-12-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-79796-62 | UHC-79796-62 | Unchanged |
| SSN | •••-••-8971 | •••-••-8971 | Unchanged |
| Phone | 3100784 | — | Cleared |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | N/A | — | Cleared |
| State | null | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | ·GRP-5048 | GRP-5048 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- robert|howell
- Address key
- —
- Canonical first
- robert
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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-102764 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102763 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402166 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013184
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Howell, 1958-12-16, 4 records, Verified
Evidence
Matched against ENR-102764
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically261cc20c172026-10-22 12:43:54, matching_agentidentity id MBR-013184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102764
- Record linked automaticallye9286229172026-10-19 19:54:38, matching_agentidentity id MBR-013184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102764
- Record linked automatically4d63587fed2026-10-19 19:52:09, matching_agentidentity id MBR-013184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102764
- Record linked automaticallye864c750362026-10-19 19:45:42, matching_agentidentity id MBR-013184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102764
- Record linked automaticallyc2402c69b32026-10-19 19:32:31, matching_agentidentity id MBR-013184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102764
- Record linked automatically10bbf01f482026-10-19 19:31:28, scoring_agentidentity id MBR-028259, confidence 1, method probabilistic, matched record CLM-402164, policy version 1