Record, CLM, bronze and silver
CLM-429481
Received 2026-02-11T04:33:01Z, line 26,408 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 | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN·· | Obrien | Changed |
| Date of birth | 1947-05-13 | 1947-05-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-16406-79 | UHC-16406-79 | Parsed |
| SSN | •••-••-6674 | •••-••-6674 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 9137 INDIAN SCHOOL ROAD | 9137 Indian School Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- denise|obrien
- Address key
- 9137|indian school|nashville
- Canonical first
- denise
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 missingStreet address present but no ZIP supplied
- 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-429480 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429482 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138683 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138682 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429479 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012155
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Denise Obrien, 1947-05-13, 6 records, Verified
Evidence
Matched against CLM-429480
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya2a2327a922026-10-19 19:54:38, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429480
- Record linked automatically9ef95685d42026-10-19 19:52:09, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429480
- Record linked automaticallyadf6f9122b2026-10-19 19:45:42, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429480
- Record linked automaticallyf3a3816b302026-10-19 19:32:31, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429480
- Record linked automatically737490433a2026-10-19 19:31:28, matching_agentidentity id MBR-015312, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-429480