Record, CLM, bronze and silver
CLM-422814
Received 2026-04-21T02:58:48Z, line 34,802 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 | NATALIE·· | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | FERGUSON | Ferguson | Changed |
| Date of birth | 19420516 | 1942-05-16 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | UHC-75951-23 | UHC-75951-23 | Unchanged |
| SSN | •••-••-7415 | •••-••-7415 | Unchanged |
| Phone | 5516753146·· | 5516753146 | Parsed |
| natalie.ferguson@proton.me | natalie.ferguson@proton.me | Unchanged | |
| Address | 8350 Hillcrest Road | 8350 Hillcrest Rd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85206 | 85206 | Unchanged |
| Group | GRP-6708 | GRP-6708 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.48
- Name key
- natalie|ferguson
- Address key
- 8350|hillcrest|85206
- Canonical first
- natalie
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-422813 | 1.00 | Scored | — | Auto-linked |
| TPA-60016 | 1.00 | Scored | — | Auto-linked |
| ENR-129847 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422816 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422815 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016504
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Ferguson, 1942-05-16, 6 records, Verified
Evidence
Matched against CLM-422813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc1812adfe12026-10-19 19:54:38, scoring_agentidentity id MBR-016504, confidence 1, method probabilistic, matched record CLM-422813, policy version 1
- Record linked automaticallyb61ff450132026-10-19 19:52:09, scoring_agentidentity id MBR-016504, confidence 1, method probabilistic, matched record CLM-422813, policy version 1
- Record linked automatically34a8667d492026-10-19 19:45:42, scoring_agentidentity id MBR-016504, confidence 1, method probabilistic, matched record CLM-422813, policy version 1
- Record linked automatically39086930782026-10-19 19:32:31, scoring_agentidentity id MBR-016504, confidence 1, method probabilistic, matched record CLM-422813, policy version 1
- Record linked automatically539fbbfed32026-10-19 19:31:28, matching_agentidentity id MBR-025620, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422812