Record, CLM, bronze and silver
CLM-430077
Received 2026-01-30T07:08:36Z, line 45,551 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 | joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | ·hughes | Hughes | Changed |
| Date of birth | 19750128 | 1975-01-28 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-03319-12 | UHC-03319-12 | Unchanged |
| SSN | •••-••-8560 | •••-••-8560 | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 4430 Park Place·· | 4430 Park Pl | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30309-1453 | 30309 | Changed |
| Group | GRP-5031 | GRP-5031 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- joyce|hughes
- Address key
- 4430|park|30309
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-430078 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003767
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Hughes, 1975-01-28, 3 records, Verified
Evidence
Matched against ENR-139457
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically11147566cf2026-10-22 12:43:53, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically4138f1ab2c2026-10-19 19:54:38, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automaticallyfa45c7d6062026-10-19 19:52:08, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically05b8e3aed92026-10-19 19:45:42, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automaticallye81dba56ff2026-10-19 19:32:31, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically6f84fe56252026-10-19 19:31:28, matching_agentidentity id MBR-013890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430078