Record, CLM , bronze and silver
CLM-401248
Received 2026-09-06T02:33:19Z, line 72,682 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 | KEVIN | Kevin | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GRAY | Gray | Changed |
| Date of birth | 07/03/1944 | 1944-07-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-41944-42 | UHC-41944-42 | Unchanged |
| SSN | •••-••-3437 | •••-••-3437 | Unchanged |
| Phone | null·· | — | Cleared |
| ·· | — | Unchanged | |
| Address | 2932 Church Street | 2932 Church St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75282 | 75282 | Unchanged |
| Group | GRP-2617 | GRP-2617 | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- kevin|gray
- Address key
- 2932|church|75282
- Canonical first
- kevin
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-101610 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401247 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034574
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Gray, 1944-07-03, 3 records, Verified
Evidence
Matched against CLM-401247
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
4 hash-chained entries for this record
- Record linked automaticallyc67227692e2026-10-19 19:54:39, matching_agentidentity id MBR-034574, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401247
- Record linked automaticallye2b9f0bc2d2026-10-19 19:52:09, matching_agentidentity id MBR-034574, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401247
- Record linked automatically39ec8e97c32026-10-19 19:45:42, matching_agentidentity id MBR-034574, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401247
- Record linked automaticallybda8efd1822026-10-19 19:32:31, matching_agentidentity id MBR-034574, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401247