Record, CLM , bronze and silver
CLM-412032
Received 2026-05-20T05:19:44Z, line 47,243 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | aaron | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | luna | Luna | Changed |
| Date of birth | 1942-12-10 | 1942-12-10 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-83607-54·· | UHC-83607-54 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 17264205977 | 7264205977 | Parsed |
| null | — | Cleared | |
| Address | 9188 Pine Drive | 9188 Pine Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85208-2970 | 85208 | Changed |
| Group | GRP-5382 | GRP-5382 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.62
- Name key
- aaron|luna
- Address key
- 9188|pine|85208
- Canonical first
- aaron
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-115847 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031470
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aaron Luna, 1942-12-10, 2 records, Verified
Evidence
Matched against ENR-115847
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically73eaa876ff2026-10-22 12:43:54, matching_agentidentity id MBR-031470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115847
- Record linked automaticallycdcb45b9c32026-10-19 19:54:38, matching_agentidentity id MBR-031470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115847
- Record linked automaticallycf63a0b1c82026-10-19 19:52:09, matching_agentidentity id MBR-031470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115847
- Record linked automaticallyaec16a2e682026-10-19 19:45:42, matching_agentidentity id MBR-031470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115847
- Record linked automaticallya8812d16d52026-10-19 19:32:31, matching_agentidentity id MBR-031470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115847
- Record linked automatically16cbfc55b62026-10-19 19:31:28, scoring_agentidentity id MBR-009036, confidence 1, method probabilistic, matched record CLM-412030, policy version 1