Record, CLM, bronze and silver
CLM-417755
Received 2026-08-27T19:08:39Z, line 54,988 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 | BRANDON | Brandon | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSSON | Gibsson | Changed |
| Date of birth | 23-12-1981 | 1981-12-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-11579-39 | UHC-11579-39 | Unchanged |
| SSN | •••-••-2137 | •••-••-2137 | Unchanged |
| Phone | 669.550.3338·· | 6695503338 | Parsed |
| brandon.gibson61@proton.me | brandon.gibson61@proton.me | Unchanged | |
| Address | 3333 MAPLE AVENUE | 3333 Maple Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | ·80292 | 80292 | Changed |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- brandon|gibsson
- Address key
- 3333|maple|80292
- Canonical first
- brandon
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-123369 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003877
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brandon Gibson, 1981-12-23, 2 records, Verified
Evidence
Matched against ENR-123369
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyac889787e32026-10-22 12:43:53, matching_agentidentity id MBR-003877, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123369
- Record linked automatically9b5719f4162026-10-19 19:54:38, matching_agentidentity id MBR-003877, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123369
- Record linked automatically711a3d98672026-10-19 19:52:08, matching_agentidentity id MBR-003877, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123369
- Record linked automatically9805f1dbf52026-10-19 19:45:42, matching_agentidentity id MBR-003877, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123369
- Record linked automatically9782b09f562026-10-19 19:32:31, matching_agentidentity id MBR-003877, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123369
- Record linked automaticallyc2f6965c682026-10-19 19:31:28, matching_agentidentity id MBR-000134, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123221