Record, CLM, bronze and silver
CLM-417458
Received 2026-01-23T00:52:58Z, line 70,705 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 | ISABELLA | Isabella | Changed |
| Middle | ···· | — | Unchanged |
| Last name | GUTIERREZ | Gutierrez | Changed |
| Date of birth | 15-12-1951 | 1951-12-15 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-20838-77 | UHC-20838-77 | Unchanged |
| SSN | - | — | Cleared |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4325 Elm Street | 4325 Elm St | Changed |
| City | Fresno·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93790 | 93790 | Unchanged |
| Group | GRP-5294 | GRP-5294 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- isabella|gutierrez
- Address key
- 4325|elm|93790
- Canonical first
- isabella
Quality flags
7 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
- 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-417459 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417460 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006827
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Isabella Gutierrez, 1951-12-15, 4 records, Verified
Evidence
Matched against CLM-417459
| 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 automatically0a5bfc45812026-10-19 19:54:38, matching_agentidentity id MBR-006827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417459
- Record linked automaticallyc05c9b72892026-10-19 19:52:09, matching_agentidentity id MBR-006827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417459
- Record linked automatically9b2575abe42026-10-19 19:45:42, matching_agentidentity id MBR-006827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417459
- Record linked automatically312e8c27512026-10-19 19:32:31, matching_agentidentity id MBR-006827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417459
- Record linked automaticallyf15622877b2026-10-19 19:31:28, scoring_agentidentity id MBR-017947, confidence 0.992, method probabilistic, matched record PRV-25112, policy version 1