Record, CLM, bronze and silver
CLM-425554
Received 2026-04-22T14:34:18Z, line 23,830 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 | EIMLY | Eimly | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WHITE | White | Changed |
| Date of birth | 1942-09-14 | 1942-09-14 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-52127-72 | UHC-52127-72 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8232470038 | 8232470038 | Unchanged |
| NULL | — | Cleared | |
| Address | 208 APACHE BOULEVARD | 208 Apache Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- eimly|white
- Address key
- 208|apache|tempe
- Canonical first
- eimly
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
- ZIP missingStreet address present but no ZIP supplied
- 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-425552 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133430 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61270 | 0.92 | Scored | — | Auto-linked |
| CLM-425553 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001035
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily White, 1942-09-14, 5 records, Verified
Evidence
Matched against CLM-425552
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically3aafbec4152026-10-19 19:54:38, matching_agentidentity id MBR-001035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425552
- Record linked automatically13943b48682026-10-19 19:52:08, matching_agentidentity id MBR-001035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425552
- Record linked automaticallyecc1a4f35d2026-10-19 19:45:41, matching_agentidentity id MBR-001035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425552
- Record linked automatically826b1be9542026-10-19 19:32:31, matching_agentidentity id MBR-001035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425552