Record, CLM, bronze and silver
CLM-427768
Received 2026-04-06T06:33:23Z, line 39,939 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 | ·madison | Madison | Changed |
| Middle | U. | U | Changed |
| Last name | obrien | Obrien | Changed |
| Date of birth | 1943-10-16 | 1943-10-16 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-27298-84 | UHC-27298-84 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 933-344-6784·· | 9333446784 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7820 PALM DRIVE·· | 7820 Palm Dr | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37261 | 37261 | Unchanged |
| Group | GRP-1707 | GRP-1707 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- madison|obrien
- Address key
- 7820|palm|37261
- Canonical first
- madison
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 |
|---|---|---|---|---|
| ENR-136412 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427769 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001109
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Madison Obrien, 1943-10-16, 3 records, Verified
Evidence
Matched against CLM-427769
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybbd785ceee2026-10-19 19:54:38, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427769
- Record linked automatically3628ce71d92026-10-19 19:52:08, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427769
- Record linked automatically08d104ee602026-10-19 19:45:41, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427769
- Record linked automatically8dd08da8452026-10-19 19:32:31, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427769
- Record linked automatically87b6de53f62026-10-19 19:31:28, scoring_agentidentity id MBR-025715, confidence 1, method probabilistic, matched record TPA-62212, policy version 1