Record, CLM, bronze and silver
CLM-411689
Received 2026-02-27T04:42:25Z, line 2,127 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 | Randy | Randy | Unchanged |
| Middle | Z. | Z | Changed |
| Last name | Malddonado | Malddonado | Unchanged |
| Date of birth | 91990804 | — | Cleared |
| Gender | Female | F | Parsed |
| Member ID | UHC-32441-24 | UHC-32441-24 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| RANDY.MALDONADO19@AOL.COM | randy.maldonado19@aol.com | Changed | |
| Address | 5269 Church St | 5269 Church St | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85782 | 85782 | Unchanged |
| Group | GRP-3490 | GRP-3490 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- randy|malddonado
- Address key
- 5269|church|85782
- Canonical first
- randy
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-411688 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-115396 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016208
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Randy Maldonado, 1999-08-04, 3 records, Verified
Evidence
Matched against CLM-411688
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfea794d8f82026-10-22 12:43:54, matching_agentidentity id MBR-016208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-411688
- Record linked automatically6fd1efd8792026-10-19 19:54:38, matching_agentidentity id MBR-016208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-411688
- Record linked automaticallyb05fab2a342026-10-19 19:52:09, matching_agentidentity id MBR-016208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-411688
- Record linked automatically9946b53e052026-10-19 19:45:42, matching_agentidentity id MBR-016208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-411688
- Record linked automatically24d669f3522026-10-19 19:32:31, matching_agentidentity id MBR-016208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-411688
- Record linked automatically2f4affdca02026-10-19 19:31:28, scoring_agentidentity id MBR-014882, confidence 1, method probabilistic, matched record CLM-411692, policy version 1