Record, CLM, bronze and silver
CLM-406488
Received 2026-05-10T18:12:48Z, line 92,994 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 | Aaron | Aaron | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien·· | Obrien | Changed |
| Date of birth | 1967-10-21·· | 1967-10-21 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-02423-61 | UHC-02423-61 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (244) 908-8405 | 2449088405 | Parsed |
| aaron.obrien@outlook.com | aaron.obrien@outlook.com | Unchanged | |
| Address | 141 Church St | 141 Church St | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32879 | 32879 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- aaron|obrien
- Address key
- 141|church|32879
- Canonical first
- aaron
Quality flags
4 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
- 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-406489 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21905 | 0.79 | Scored | — | Sent to steward |
| PRV-21904 | 0.79 | Scored | — | Sent to steward |
| PRV-21906 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026653
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aaron Obrien, 1967-10-21, 5 records, Verified
Evidence
Matched against CLM-406489
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automatically0ba014ed202026-10-22 12:43:54, matching_agentidentity id MBR-026653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406489
- Record linked automatically6a95fc671a2026-10-19 19:54:38, matching_agentidentity id MBR-026653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406489
- Record linked automatically7c762eb6cf2026-10-19 19:52:09, matching_agentidentity id MBR-026653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406489
- Record linked automatically614af2556e2026-10-19 19:45:42, matching_agentidentity id MBR-026653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406489
- Record linked automatically90007aa9002026-10-19 19:32:31, matching_agentidentity id MBR-026653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406489
- Record linked automaticallyf326a48fa32026-10-19 19:31:28, matching_agentidentity id MBR-034511, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406487