Record, CLM, bronze and silver
CLM-427762
Received 2026-06-12T02:44:06Z, line 35,563 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 | Barbara | Barbara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 2001-11-12 | 2001-11-12 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UHC-55893-69 | UHC-55893-69 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 19732999256 | 9732999256 | Parsed |
| ·null | — | Cleared | |
| Address | 1784 CENTRAL AVENUE | 1784 Central Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33189-8222 | 33189 | Changed |
| Group | GRP-1045 | GRP-1045 | Unchanged |
| Plan | ·medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.64
- Name key
- barbara|kim
- Address key
- 1784|central|33189
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Plan code upper-casedPlan code upper-cased
- 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-136407 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034585
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barb Kim, 2001-11-12, 2 records, Verified
Evidence
Matched against ENR-136407
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2577783e722026-10-22 12:43:55, matching_agentidentity id MBR-034585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136407
- Record linked automaticallybf89909a3d2026-10-19 19:54:39, matching_agentidentity id MBR-034585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136407
- Record linked automaticallyd32fb836db2026-10-19 19:52:09, matching_agentidentity id MBR-034585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136407
- Record linked automatically3158397f1d2026-10-19 19:45:42, matching_agentidentity id MBR-034585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136407
- Record linked automaticallya9e0c5ca8b2026-10-19 19:32:31, matching_agentidentity id MBR-034585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136407
- Record linked automaticallybb6792393f2026-10-19 19:31:28, scoring_agentidentity id MBR-027447, confidence 1, method probabilistic, matched record ENR-136758, policy version 1