Record, CLM, bronze and silver
CLM-416616
Received 2026-06-08T17:07:06Z, line 23,608 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 | HELEN | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 04/23/1993 | 1993-04-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-01503-78 | UHC-01503-78 | Unchanged |
| SSN | null | — | Cleared |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | 5362 Grand Avenue | 5362 Grand Ave | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95836 | 95836 | Unchanged |
| Group | GRP-1542 | GRP-1542 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- helen|ramos
- Address key
- 5362|grand|95836
- Canonical first
- helen
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
- City re-casedCity re-cased to Title Case
- 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-121829 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015360
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Helen Ramoos, 1993-04-23, 2 records, Verified
Evidence
Matched against ENR-121829
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyc16f7871112026-10-22 12:43:54, matching_agentidentity id MBR-015360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121829
- Record linked automatically383bd302332026-10-19 19:54:38, matching_agentidentity id MBR-015360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121829
- Record linked automatically819f2c844f2026-10-19 19:52:09, matching_agentidentity id MBR-015360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121829
- Record linked automatically2d0dd390ac2026-10-19 19:45:42, matching_agentidentity id MBR-015360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121829
- Record linked automatically72aed2779e2026-10-19 19:32:31, matching_agentidentity id MBR-015360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121829
- Record linked automaticallye3b055c0092026-10-19 19:31:28, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record TPA-57251, policy version 1