Record, CLM, bronze and silver
CLM-418557
Received 2026-04-05T12:58:02Z, line 44,244 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 | LAUREN | Lauren | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 06/03/1979 | 1979-06-03 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-12369-48 | UHC-12369-48 | Unchanged |
| SSN | •••-••-5659 | •••-••-5659 | Unchanged |
| Phone | 4347087361 | 4347087361 | Unchanged |
| — | — | Unchanged | |
| Address | 7492 Jefferson Ave Apt 33 | 7492 Jefferson Ave Apt 33 | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85207 | 85207 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- lauren|graham
- Address key
- 7492|jefferson|85207
- Canonical first
- lauren
Quality flags
5 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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-124432 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418559 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418558 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023222
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Graham, 1979-06-03, 4 records, Verified
Evidence
Matched against CLM-418559
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically93d690c6cd2026-10-19 19:54:38, matching_agentidentity id MBR-023222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418559
- Record linked automaticallyda6339b99b2026-10-19 19:52:09, matching_agentidentity id MBR-023222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418559
- Record linked automatically2c06e4fd802026-10-19 19:45:42, matching_agentidentity id MBR-023222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418559
- Record linked automatically60bc2a6d8a2026-10-19 19:32:31, matching_agentidentity id MBR-023222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418559
- Record linked automatically079e5105da2026-10-19 19:31:28, scoring_agentidentity id MBR-014564, confidence 1, method probabilistic, matched record ENR-124268, policy version 1