Record, CLM, bronze and silver
CLM-402445
Received 2026-02-10T05:52:24Z, line 31,827 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 | NATALIE | Natalie | Changed |
| Middle | ···· | — | Unchanged |
| Last name | HOWELL | Howell | Changed |
| Date of birth | 28-03-1950 | 1950-03-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-74422-60 | UHC-74422-60 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5416 Jefferson Avenue | 5416 Jefferson Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85207 | 85207 | Unchanged |
| Group | GRP-5130 | GRP-5130 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- natalie|howell
- Address key
- 5416|jefferson|85207
- Canonical first
- natalie
Quality flags
6 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
- 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-402444 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103141 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011908
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Howell, 1950-03-28, 3 records, Verified
Evidence
Matched against CLM-402444
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyad439906e32026-10-22 12:43:54, matching_agentidentity id MBR-011908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402444
- Record linked automaticallye4867a22eb2026-10-19 19:54:38, matching_agentidentity id MBR-011908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402444
- Record linked automatically8f46dce7c02026-10-19 19:52:09, matching_agentidentity id MBR-011908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402444
- Record linked automatically5f633fea672026-10-19 19:45:42, matching_agentidentity id MBR-011908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402444
- Record linked automatically9260e5aa2f2026-10-19 19:32:31, matching_agentidentity id MBR-011908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402444
- Record linked automatically23cd8366b62026-10-19 19:31:28, matching_agentidentity id MBR-003257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103214