Record, CLM, bronze and silver
CLM-418260
Received 2026-01-14T23:04:02Z, line 58,376 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 | Mariana | Mariana | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Fowler | Fowler | Unchanged |
| Date of birth | 11/05/1986 | 1986-11-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-92162-53·· | UHC-92162-53 | Parsed |
| SSN | •••-••-9960 | •••-••-9960 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| mariana.fowler@outlook.com | mariana.fowler@outlook.com | Unchanged | |
| Address | 6958 Mountain View Drive | 6958 Mountain View Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85292 | 85292 | Unchanged |
| Group | GRP-8570 | GRP-8570 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- mariana|fowler
- Address key
- 6958|mountain view|85292
- Canonical first
- mariana
Quality flags
6 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-418258 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124012 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25409 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418259 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004424
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mariana Fowler, 1986-11-05, 5 records, Verified
Evidence
Matched against CLM-418258
| 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 automaticallyc87a1953882026-10-19 19:54:38, matching_agentidentity id MBR-004424, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418258
- Record linked automatically28de254a092026-10-19 19:52:08, matching_agentidentity id MBR-004424, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418258
- Record linked automaticallydacb8b29ec2026-10-19 19:45:42, matching_agentidentity id MBR-004424, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418258
- Record linked automatically693cb692872026-10-19 19:32:31, matching_agentidentity id MBR-004424, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418258
- Record linked automatically5a85a764232026-10-19 19:31:28, matching_agentidentity id MBR-012531, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123909