Record, CLM, bronze and silver
CLM-421656
Received 2026-08-11T18:14:56Z, line 15,832 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 | JIM | Jim | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 1954-08-19 | 1954-08-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-48927-65 | UHC-48927-65 | Unchanged |
| SSN | •••-••-9415 | •••-••-9415 | Unchanged |
| Phone | N/A | — | Cleared |
| JAMES.MALDONADO37@ICLOUD.COM | james.maldonado37@icloud.com | Changed | |
| Address | 9382 Mountain View Dr | 9382 Mountain View Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85272 | 85272 | Unchanged |
| Group | GRP-9467 | GRP-9467 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- james|maldonado
- Address key
- 9382|mountain view|85272
- Canonical first
- james
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Email lower-casedEmail lower-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 |
|---|---|---|---|---|
| CLM-421654 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421655 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-128350 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26379 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421653 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027302
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: James Maldonado, 1954-08-19, 6 records, Verified
Evidence
Matched against CLM-421655
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically501e4c50bc2026-10-19 19:54:38, matching_agentidentity id MBR-027302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421655
- Record linked automaticallya9e460ba7d2026-10-19 19:52:09, matching_agentidentity id MBR-027302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421655
- Record linked automatically6f17c637a22026-10-19 19:45:42, matching_agentidentity id MBR-027302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421655
- Record linked automatically06dde4d0d32026-10-19 19:32:31, matching_agentidentity id MBR-027302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421655
- Record linked automaticallycadb3b48562026-10-19 19:31:28, matching_agentidentity id MBR-044383, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128459