Record, CLM, bronze and silver
CLM-432724
Received 2026-04-05T20:06:33Z, line 41,472 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 | ·Linda | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | Bishop | Bishop | Unchanged |
| Date of birth | 1943-05-16 | 1943-05-16 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-76949-11 | UHC-76949-11 | Unchanged |
| SSN | •••-••-9066 | •••-••-9066 | Unchanged |
| Phone | 454.700.7895 | 4547007895 | Parsed |
| -·· | — | Cleared | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2063 | GRP-2063 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- linda|bishop
- Address key
- —
- Canonical first
- linda
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-142968 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432723 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29570 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014080
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Linda Bishop, 1943-05-16, 4 records, Verified
Evidence
Matched against ENR-142968
| 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 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically039954f41d2026-10-19 19:54:38, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically7d30bf62c32026-10-19 19:52:09, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automaticallydffebc40e12026-10-19 19:45:42, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically4b95ad7e7c2026-10-19 19:32:31, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically6d4ca2a88f2026-10-19 19:31:28, matching_agentidentity id MBR-042534, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-143138