Record, CLM, bronze and silver
CLM-410159
Received 2026-06-22T14:46:52Z, line 93,420 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 | deborah | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | evans | Evans | Changed |
| Date of birth | Jun 12, 1948 | 1948-06-12 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-93956-02 | UHC-93956-02 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 7216 Harbor Boulevard | 7216 Harbor Blvd | Changed |
| City | GILBERT | Gilbert | Changed |
| State | ·az | AZ | Changed |
| ZIP | 85270 | 85270 | Unchanged |
| Group | GRP-1386 | GRP-1386 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.72
- Name key
- deborah|evans
- Address key
- 7216|harbor|85270
- Canonical first
- deborah
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-113378 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410158 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027906
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Evans, 1948-06-12, 3 records, Verified
Evidence
Matched against CLM-410158
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec37e6809e2026-10-19 19:54:38, matching_agentidentity id MBR-027906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410158
- Record linked automatically578f5c0a542026-10-19 19:52:09, matching_agentidentity id MBR-027906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410158
- Record linked automaticallycfeeb402782026-10-19 19:45:42, matching_agentidentity id MBR-027906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410158
- Record linked automatically0c4a6f80572026-10-19 19:32:31, matching_agentidentity id MBR-027906, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410158
- Record linked automaticallye940ec1f552026-10-19 19:31:28, scoring_agentidentity id MBR-025948, confidence 1, method probabilistic, matched record CLM-410158, policy version 1