Record, CLM, bronze and silver
CLM-418968
Received 2026-09-15T10:00:25Z, line 49,815 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSON·· | Gibson | Changed |
| Date of birth | 10/28/1951·· | 1951-10-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-17543-83·· | UHC-17543-83 | Parsed |
| SSN | •••-••-5830 | •••-••-5830 | Unchanged |
| Phone | (434) 573-3827 | 4345733827 | Parsed |
| N/A | — | Cleared | |
| Address | 6723 Forest Avenue #649 | 6723 Forest Ave # 649 | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90063 | 90063 | Unchanged |
| Group | GRP-5322 | GRP-5322 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- barbara|gibson
- Address key
- 6723|forest|90063
- Canonical first
- barbara
Quality flags
8 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-124977 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024552
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Gibson, 1951-10-28, 2 records, Verified
Evidence
Matched against ENR-124977
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0651a428252026-10-19 19:54:38, matching_agentidentity id MBR-024552, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124977
- Record linked automatically9161e806da2026-10-19 19:52:09, matching_agentidentity id MBR-024552, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124977
- Record linked automaticallybd4653021b2026-10-19 19:45:42, matching_agentidentity id MBR-024552, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124977
- Record linked automatically7aeb854cc12026-10-19 19:32:31, matching_agentidentity id MBR-024552, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124977
- Record linked automaticallya4f7c600932026-10-19 19:31:28, scoring_agentidentity id MBR-024527, confidence 1, method probabilistic, matched record TPA-58267, policy version 1