Record, CLM, bronze and silver
CLM-401500
Received 2026-08-03T07:35:20Z, line 14,737 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 1972-11-15 | 1972-11-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC3409390 | UHC-34093-90 | Parsed |
| SSN | •••-••-6181 | •••-••-6181 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 5497 MAIN ST | 5497 Main St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43277 | 43277 | Unchanged |
| Group | - | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- judy|nguyen
- Address key
- 5497|main|43277
- Canonical first
- judy
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 |
|---|---|---|---|---|
| ENR-101953 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401501 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015482
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judy Nguyen, 1972-11-15, 3 records, Verified
Evidence
Matched against CLM-401501
| 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
5 hash-chained entries for this record
- Record linked automatically57d4159a212026-10-19 19:54:38, matching_agentidentity id MBR-015482, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401501
- Record linked automatically6bdf1f58ec2026-10-19 19:52:09, matching_agentidentity id MBR-015482, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401501
- Record linked automatically12a7f444012026-10-19 19:45:42, matching_agentidentity id MBR-015482, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401501
- Record linked automaticallyfb033473702026-10-19 19:32:31, matching_agentidentity id MBR-015482, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401501
- Record linked automatically86df5971602026-10-19 19:31:28, scoring_agentidentity id MBR-026797, confidence 1, method probabilistic, matched record PRV-20465, policy version 1