Record, CLM, bronze and silver
CLM-425998
Received 2026-06-18T21:02:02Z, line 73,588 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 | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | ·MILLER | Miller | Changed |
| Date of birth | 2001-05-07 | 2001-05-07 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-92764-59 | UHC-92764-59 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8366 Baseline Road | 8366 Baseline Rd | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89174 | 89174 | Unchanged |
| Group | GRP-2178 | GRP-2178 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- aisha|miller
- Address key
- 8366|baseline|89174
- Canonical first
- aisha
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-425999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035427
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aissha Miller, 2001-05-07, 2 records, Verified
Evidence
Matched against CLM-425999
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyad29a9049e2026-10-22 12:43:55, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999
- Record linked automatically642635ccd32026-10-19 19:54:39, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999
- Record linked automaticallyc46b54bfce2026-10-19 19:52:09, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999
- Record linked automatically9744ea52ac2026-10-19 19:45:42, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999
- Record linked automatically1e079bede12026-10-19 19:32:31, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999
- Record linked automaticallyc4d55b66312026-10-19 19:31:28, matching_agentidentity id MBR-005460, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425999