Record, CLM, bronze and silver
CLM-421654
Received 2026-08-13T18:21:35Z, line 80,453 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | jimmy·· | Jimmy | 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 | Parsed |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 9382 Mountain View Dr | 9382 Mountain View Dr | Unchanged |
| City | Mesa·· | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85272 | 85272 | Unchanged |
| Group | GRP-9467 | GRP-9467 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- james|maldonado
- Address key
- 9382|mountain view|85272
- Canonical first
- james
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-421653 | 1.00 | Scored | — | 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-421656 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027302
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Maldonado, 1954-08-19, 6 records, Verified
Evidence
Matched against CLM-421653
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfeb62661222026-10-19 19:54:38, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421653, policy version 1
- Record linked automaticallye684aa3b2c2026-10-19 19:52:09, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421653, policy version 1
- Record linked automatically7b658697132026-10-19 19:45:42, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421653, policy version 1
- Record linked automatically14023b35c42026-10-19 19:32:31, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421653, policy version 1
- Record linked automaticallyf6d2994d5c2026-10-19 19:31:28, matching_agentidentity id MBR-035415, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421653