Record, CLM, bronze and silver
CLM-432222
Received 2026-06-03T02:46:12Z, line 96,093 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 | fatima·· | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | jacobs | Jacobs | Changed |
| Date of birth | 1974-02-04 | 1974-02-04 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-41356-33 | UHC-41356-33 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| fatima.jacobs46@icloud.com·· | fatima.jacobs46@icloud.com | Changed | |
| Address | 4275 UNION STREET·· | 4275 Union St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-2189 | GRP-2189 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- fatima|jacobs
- Address key
- 4275|union|mesa
- Canonical first
- fatima
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-432224 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432225 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142308 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142309 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006607
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Jacobs, 1974-02-04, 5 records, Verified
Evidence
Matched against ENR-142308
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically45fcc98f2a2026-10-22 12:43:53, matching_agentidentity id MBR-006607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142308
- Record linked automatically91765ed47a2026-10-19 19:54:38, matching_agentidentity id MBR-006607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142308
- Record linked automatically6d199a54f22026-10-19 19:52:09, matching_agentidentity id MBR-006607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142308
- Record linked automaticallycfbdb982252026-10-19 19:45:42, matching_agentidentity id MBR-006607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142308
- Record linked automatically12928607442026-10-19 19:32:31, matching_agentidentity id MBR-006607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142308
- Record linked automatically2089d2ea8e2026-10-19 19:31:28, matching_agentidentity id MBR-008078, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432219