Record, CLM, bronze and silver
CLM-429480
Received 2026-05-07T02:26:41Z, line 80,203 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 | OBrien | Obrien | Changed |
| Middle | — | — | Unchanged |
| Last name | Denise | Denise | Unchanged |
| Date of birth | 1947-05-13 | 1947-05-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-16406-79 | UHC-16406-79 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 15878516671 | 5878516671 | Parsed |
| null | — | Cleared | |
| Address | ·9137 Indian School Road | 9137 Indian School Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37280·· | 37280 | Changed |
| Group | -·· | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- obrien|denise
- Address key
- 9137|indian school|37280
- Canonical first
- obrien
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-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-429481 | 0.99 | Rule | D1 member id + dob exact | 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-429481
| 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 automaticallyc1ef5343e32026-10-19 19:54:38, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429481
- Record linked automatically172db668852026-10-19 19:52:09, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429481
- Record linked automaticallyccad3876de2026-10-19 19:45:42, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429481
- Record linked automatically12c1f45b152026-10-19 19:32:31, matching_agentidentity id MBR-012155, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429481
- Record linked automaticallyeadf5259432026-10-19 19:31:28, scoring_agentidentity id MBR-015312, confidence 1, method probabilistic, matched record TPA-62933, policy version 1