Record, CLM, bronze and silver
CLM-401167
Received 2026-06-20T10:14:46Z, line 32,375 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | CHAVEZ | Chavez | Changed |
| Date of birth | 11/12/1950 | 1950-11-12 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-93945-67 | UHC-93945-67 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 2832 Jefferson Avenue | 2832 Jefferson Ave | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78789 | 78789 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | ·medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.76
- Name key
- natalie|chavez
- Address key
- 2832|jefferson|78789
- Canonical first
- natalie
Quality flags
6 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-101502 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401166 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401165 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026955
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Chavez, 1950-11-12, 4 records, Verified
Evidence
Matched against CLM-401166
| 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
6 hash-chained entries for this record
- Record linked automaticallye11471009a2026-10-22 12:43:54, matching_agentidentity id MBR-026955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401166
- Record linked automatically8256e826332026-10-19 19:54:38, matching_agentidentity id MBR-026955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401166
- Record linked automatically030e8acab12026-10-19 19:52:09, matching_agentidentity id MBR-026955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401166
- Record linked automatically63ba40e23e2026-10-19 19:45:42, matching_agentidentity id MBR-026955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401166
- Record linked automaticallyb1dc8a38b52026-10-19 19:32:31, matching_agentidentity id MBR-026955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401166
- Record linked automatically87c39ca0e72026-10-19 19:31:28, scoring_agentidentity id MBR-024588, confidence 0.937, method probabilistic, matched record ENR-101600, policy version 1