Record, CLM, bronze and silver
CLM-408226
Received 2026-07-23T03:33:22Z, line 82,143 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·JULIA | Julia | Changed |
| Middle | ·· | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 1972-07-10 | 1972-07-10 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-35780-70 | UHC-35780-70 | Unchanged |
| SSN | •••-••-7905 | •••-••-7905 | Unchanged |
| Phone | 831.283.7561 | 8312837561 | Parsed |
| NULL | — | Cleared | |
| Address | 5704 Jefferson Ave | 5704 Jefferson Ave | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | Georgia | GA | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-2765 | GRP-2765 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- julia|carroll
- Address key
- 5704|jefferson|atlanta
- Canonical first
- julia
Quality flags
6 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-408227 | 1.00 | Scored | — | Auto-linked |
| ENR-110840 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-110839 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000875
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia Carroll, 1972-07-10, 4 records, Verified
Evidence
Matched against CLM-408227
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye60c939b782026-10-19 19:54:38, scoring_agentidentity id MBR-000875, confidence 1, method probabilistic, matched record CLM-408227, policy version 1
- Record linked automaticallyea091a7a6c2026-10-19 19:52:08, scoring_agentidentity id MBR-000875, confidence 1, method probabilistic, matched record CLM-408227, policy version 1
- Record linked automatically4d28c03b112026-10-19 19:45:41, scoring_agentidentity id MBR-000875, confidence 1, method probabilistic, matched record CLM-408227, policy version 1
- Record linked automatically7fd2dc482e2026-10-19 19:32:31, scoring_agentidentity id MBR-000875, confidence 1, method probabilistic, matched record CLM-408227, policy version 1
- Record linked automatically686827207c2026-10-19 19:31:28, matching_agentidentity id MBR-014276, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408229