Record, CLM, bronze and silver
CLM-412172
Received 2026-08-24T18:35:35Z, line 74,514 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 | Gilbert | Gilbert | Unchanged |
| Date of birth | 10/08/83 | 1983-10-08 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-6241 | •••-••-6241 | Parsed |
| Phone | null | — | Cleared |
| -·· | — | Cleared | |
| Address | 2576 Lake View Road | 2576 Lake View Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | N/A | — | Cleared |
| Group | null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.26
- Name key
- barbara|gilbert
- Address key
- 2576|lake view|charlotte
- Canonical first
- barbara
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-116043 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042429
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Barbara Gilbert, 1983-10-08, 2 records, Verified
Evidence
Matched against ENR-116043
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyff8df93b7d2026-10-19 19:54:39, matching_agentidentity id MBR-042429, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116043
- Record linked automatically760d7d79662026-10-19 19:52:09, matching_agentidentity id MBR-042429, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116043
- Record linked automatically7d41f7887c2026-10-19 19:45:42, matching_agentidentity id MBR-042429, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116043
- Record linked automatically98673120d42026-10-19 19:32:31, matching_agentidentity id MBR-042429, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116043
- Record linked automaticallyb5c5c6ddb92026-10-19 19:31:28, matching_agentidentity id MBR-024412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412173