Record, CLM, bronze and silver
CLM-401722
Received 2026-02-24T04:50:46Z, line 48,834 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 | JUAN | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLS | Mills | Changed |
| Date of birth | 1946-12-18 | 1946-12-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC6691063 | UHC-66910-63 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 3924026843 | 3924026843 | Unchanged |
| - | — | Cleared | |
| Address | 4066 UNION ST | 4066 Union St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85231 | 85231 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- juan|mills
- Address key
- 4066|union|85231
- Canonical first
- juan
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
- 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
- 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 |
|---|---|---|---|---|
| TPA-50758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102258 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401723 | 0.63 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015497
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Juan Mills, 1946-12-18, 3 records, Verified
Evidence
Matched against TPA-50758
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb3b182d9d22026-10-19 19:54:38, matching_agentidentity id MBR-015497, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50758
- Record linked automatically118c4b7a652026-10-19 19:52:09, matching_agentidentity id MBR-015497, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50758
- Record linked automatically9c8341721c2026-10-19 19:45:42, matching_agentidentity id MBR-015497, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50758
- Record linked automatically007a4d0b902026-10-19 19:32:31, matching_agentidentity id MBR-015497, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-50758
- Record linked automatically4f069abb182026-10-19 19:31:28, matching_agentidentity id MBR-024097, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401721