Record, CLM , bronze and silver
CLM-401548
Received 2026-07-10T06:11:46Z, line 96,962 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 | NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 1960-07-08 | 1960-07-08 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC1694967 | UHC-16949-67 | Parsed |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | 88 MEADOW LN | 88 Meadow Ln | Changed |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85788·· | 85788 | Changed |
| Group | GRP-3584 | GRP-3584 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- nicole|maldonado
- Address key
- 88|meadow|85788
- Canonical first
- nicole
Quality flags
6 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
- 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
- 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-401549 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102029 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102028 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013394
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Maldonado, 1960-07-08, 4 records, Verified
Evidence
Matched against ENR-102029
| 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 automaticallyd02b1f87b72026-10-22 12:43:54, matching_agentidentity id MBR-013394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102029
- Record linked automaticallyae854cd50e2026-10-19 19:54:38, matching_agentidentity id MBR-013394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102029
- Record linked automatically1ab57a76502026-10-19 19:52:09, matching_agentidentity id MBR-013394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102029
- Record linked automaticallyfea62e98a42026-10-19 19:45:42, matching_agentidentity id MBR-013394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102029
- Record linked automatically8aed2054d12026-10-19 19:32:31, matching_agentidentity id MBR-013394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102029
- Record linked automatically5b8262e60d2026-10-19 19:31:28, matching_agentidentity id MBR-001057, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-401547