Record, CLM, bronze and silver
CLM-408977
Received 2026-07-07T12:25:11Z, line 31,041 of the CLM feed
CLMSingle record
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 | GRAY | Gray | Changed |
| Date of birth | 1998-12-27 | 1998-12-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A·· | — | Cleared |
| Group | GRP-5988 | GRP-5988 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- robert|gray
- Address key
- —
- Canonical first
- robert
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 |
|---|---|---|---|---|
| TPA-53933 | 0.83 | Scored | — | Sent to steward |
| ENR-111865 | 0.83 | Scored | — | Sent to steward |
| ENR-111864 | 0.83 | Scored | — | Sent to steward |
| ENR-111866 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037620
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Gray, 1998-12-27, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0016270.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyc0c5ccd56a2026-10-19 19:31:28, matching_agentidentity id MBR-011270, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111828