Record, CLM, bronze and silver
CLM-427476
Received 2026-09-29T06:51:18Z, line 6,953 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 | MARGARET | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | GONZALES | Gonzales | Changed |
| Date of birth | 1981-02-10 | 1981-02-10 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-59119-32 | UHC-59119-32 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | ·831-731-1167 | 8317311167 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6102 VALLEY VIEW DR | 6102 Valley View Dr | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32807 | 32807 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- margaret|gonzales
- Address key
- 6102|valley view|32807
- Canonical first
- margaret
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- City re-casedCity re-cased to Title Case
- 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-427477 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62141 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043037
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Margaret Gonzales, 1981-02-10, 3 records, Verified
Evidence
Matched against CLM-427477
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically9c6b7821ce2026-10-19 19:54:39, matching_agentidentity id MBR-043037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427477
- Record linked automaticallye04daf77d32026-10-19 19:52:09, matching_agentidentity id MBR-043037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427477
- Record linked automatically1e35ec16782026-10-19 19:45:42, matching_agentidentity id MBR-043037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427477
- Record linked automaticallyfa1793af842026-10-19 19:32:31, matching_agentidentity id MBR-043037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427477
- Record linked automaticallyb145d27c3a2026-10-19 19:31:28, scoring_agentidentity id MBR-035785, confidence 0.979, method probabilistic, matched record ENR-136385, policy version 1