Record, CLM, bronze and silver
CLM-403321
Received 2026-01-10T05:11:38Z, line 98,780 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 | CAROL | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 1968-12-05 | 1968-12-05 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-48276-15 | UHC-48276-15 | Unchanged |
| SSN | •••-••-9320 | •••-••-9320 | Unchanged |
| Phone | ·N/A | — | Cleared |
| - | — | Cleared | |
| Address | 6850 Maple Avenue | 6850 Maple Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93725-0042 | 93725 | Changed |
| Group | GRP-6570 | GRP-6570 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- carol|gilbert
- Address key
- 6850|maple|93725
- Canonical first
- carol
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-104320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51443 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002949
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carol Gilbert, 1968-12-05, 3 records, Verified
Evidence
Matched against ENR-104320
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically64e4bde5832026-10-19 19:54:38, matching_agentidentity id MBR-002949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104320
- Record linked automaticallyf90c31cc3c2026-10-19 19:52:08, matching_agentidentity id MBR-002949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104320
- Record linked automatically9ae50c2a332026-10-19 19:45:41, matching_agentidentity id MBR-002949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104320
- Record linked automaticallyfe94a409e92026-10-19 19:32:31, matching_agentidentity id MBR-002949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104320
- Record linked automatically5bdad988952026-10-19 19:31:28, matching_agentidentity id MBR-020037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104344