Record, CLM, bronze and silver
CLM-427769
Received 2026-01-04T11:08:27Z, line 66,540 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 | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 10/16/1943 | 1943-10-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-27298-84·· | UHC-27298-84 | Parsed |
| SSN | •••-••-1202 | •••-••-1202 | Unchanged |
| Phone | 933.344.6784 | 9333446784 | Parsed |
| N/A | — | Cleared | |
| Address | 7820 PALM DRIVE | 7820 Palm Dr | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN·· | TN | Changed |
| ZIP | 37261 | 37261 | Unchanged |
| Group | GRP-1707 | GRP-1707 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.58
- Name key
- madison|obrien
- Address key
- 7820|palm|37261
- Canonical first
- madison
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-427768 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136412 | 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-427768
| 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 automatically03777433252026-10-19 19:54:38, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427768
- Record linked automatically35b142ac662026-10-19 19:52:08, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427768
- Record linked automaticallye129017fed2026-10-19 19:45:41, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427768
- Record linked automatically0d7b78d9812026-10-19 19:32:31, matching_agentidentity id MBR-001109, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427768
- Record linked automatically6d359399e42026-10-19 19:31:28, scoring_agentidentity id MBR-021033, confidence 0.992, method probabilistic, matched record TPA-62213, policy version 1