Record, CLM, bronze and silver
CLM-420814
Received 2026-01-10T11:13:40Z, line 58,949 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 | Johnson, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | 02/23/55 | 1955-02-23 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-97366-63 | UHC-97366-63 | Unchanged |
| SSN | - | — | Cleared |
| Phone | +1 254 961 6595 | 2549616595 | Parsed |
| ·· | — | Unchanged | |
| Address | 8349 Harbor Boulevard | 8349 Harbor Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55440 | 55440 | Unchanged |
| Group | GRP-2167 | GRP-2167 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.38
- Name key
- lauren|johnson
- Address key
- 8349|harbor|55440
- Canonical first
- lauren
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-420812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59133 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003035
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauuren Johnson, 1955-02-23, 4 records, Verified
Evidence
Matched against CLM-420812
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd0451d38d62026-10-19 19:54:38, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420812
- Record linked automatically0ea5d16f8f2026-10-19 19:52:08, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420812
- Record linked automatically639b821a1b2026-10-19 19:45:41, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420812
- Record linked automaticallyb986ed49702026-10-19 19:32:31, matching_agentidentity id MBR-003035, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420812
- Record linked automatically7491f255ba2026-10-19 19:31:28, scoring_agentidentity id MBR-000350, confidence 1, method probabilistic, matched record CLM-420811, policy version 1