Record, CLM, bronze and silver
CLM-418083
Received 2026-06-23T02:38:12Z, line 74,588 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 | Banks, Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Banks | Changed |
| Date of birth | 1969-10-15 | 1969-10-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-5048 | •••-••-5048 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5289 Lake View Road Apt 14 | 5289 Lake View Rd Apt 14 | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85273 | 85273 | Unchanged |
| Group | GRP-1508 | GRP-1508 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.54
- Name key
- laura|banks
- Address key
- 5289|lake view|85273
- Canonical first
- laura
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-123775 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-25365 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035949
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Laura Banks, 1969-10-15, 3 records, Verified
Evidence
Matched against ENR-123775
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically94db93c2ef2026-10-19 19:54:39, matching_agentidentity id MBR-035949, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123775
- Record linked automatically3d30e8b73e2026-10-19 19:52:09, matching_agentidentity id MBR-035949, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123775
- Record linked automatically46126189042026-10-19 19:45:42, matching_agentidentity id MBR-035949, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123775
- Record linked automaticallyc086ff07f72026-10-19 19:32:31, matching_agentidentity id MBR-035949, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123775
- Record linked automatically5f4251cb2a2026-10-19 19:31:28, scoring_agentidentity id MBR-014220, confidence 0.922, method probabilistic, matched record CLM-418082, policy version 1