Record, CLM , bronze and silver
CLM-426939
Received 2026-06-30T14:56:33Z, line 24,840 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Munoz | Munoz | Unchanged |
| Date of birth | 09/18/2003 | 2003-09-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-21023-01 | UHC-21023-01 | Unchanged |
| SSN | null | — | Cleared |
| Phone | +1 343 689 3410 | 3436893410 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7660 CENTRAL AVE | 7660 Central Ave | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95872 | 95872 | Unchanged |
| Group | GRP-9295 | GRP-9295 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- randy|munoz
- Address key
- 7660|central|95872
- Canonical first
- randy
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)
- 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
- 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-135330 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27915 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031907
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Randy Munoz, 2003-09-18, 3 records, Verified
Evidence
Matched against ENR-135330
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9c45e0e99a2026-10-22 12:43:54, matching_agentidentity id MBR-031907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135330
- Record linked automatically83a76169f72026-10-19 19:54:38, matching_agentidentity id MBR-031907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135330
- Record linked automaticallybf75f9b7952026-10-19 19:52:09, matching_agentidentity id MBR-031907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135330
- Record linked automatically6458cf41462026-10-19 19:45:42, matching_agentidentity id MBR-031907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135330
- Record linked automatically4aae9b737a2026-10-19 19:32:31, matching_agentidentity id MBR-031907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135330
- Record linked automatically21a2dc5ea72026-10-19 19:31:28, matching_agentidentity id MBR-028712, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426938