Record, CLM, bronze and silver
CLM-410614
Received 2026-03-27T04:28:20Z, line 77,428 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 | ·STEPHENS | Stephens | Changed |
| Date of birth | 1973-03-17 | 1973-03-17 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-86536-44 | UHC-86536-44 | Parsed |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | - | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- robert|stephens
- 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 |
|---|---|---|---|---|
| CLM-410616 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113926 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410615 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021500
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Stephens, 1973-03-17, 4 records, Verified
Evidence
Matched against CLM-410616
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd0cd9ec0732026-10-22 12:43:54, matching_agentidentity id MBR-021500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410616
- Record linked automaticallybfde3570892026-10-19 19:54:38, matching_agentidentity id MBR-021500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410616
- Record linked automaticallyc02c74b5882026-10-19 19:52:09, matching_agentidentity id MBR-021500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410616
- Record linked automatically124a5560162026-10-19 19:45:42, matching_agentidentity id MBR-021500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410616
- Record linked automatically629468e2f42026-10-19 19:32:31, matching_agentidentity id MBR-021500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410616
- Record linked automatically0ebbf200c62026-10-19 19:31:28, matching_agentidentity id MBR-002930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114037