Record, CLM , bronze and silver
CLM-423476
Received 2026-08-02T07:11:10Z, line 33,701 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Mariana | Mariana | Unchanged |
| Middle | C. | C | Changed |
| Last name | OBrien·· | Obrien | Changed |
| Date of birth | 1971-10-08 | 1971-10-08 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-70943-35 | UHC-70943-35 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 469 998 2916 | 4699982916 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 884 Lake View Road | 884 Lake View Rd | Changed |
| City | ORLANDO | Orlando | Changed |
| State | ·FL | FL | Changed |
| ZIP | 32800-5772 | 32800 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- mariana|obrien
- Address key
- 884|lake view|32800
- Canonical first
- mariana
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-130688 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423478 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130689 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423477 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011982
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mariana Obrien, 1971-10-08, 5 records, Verified
Evidence
Matched against CLM-423478
| 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
4 hash-chained entries for this record
- Record linked automaticallyf00751e8b32026-10-19 19:54:38, matching_agentidentity id MBR-011982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423478
- Record linked automaticallyea7c61bd9b2026-10-19 19:52:09, matching_agentidentity id MBR-011982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423478
- Record linked automatically467bf685f22026-10-19 19:45:42, matching_agentidentity id MBR-011982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423478
- Record linked automaticallyd7955462bc2026-10-19 19:32:31, matching_agentidentity id MBR-011982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423478