Record, CLM, bronze and silver
CLM-418559
Received 2026-03-31T14:23:30Z, line 1,237 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | lauen | Lauen | 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 | - | — | Cleared |
| Phone | 434-708-7361 | 4347087361 | Parsed |
| — | — | Unchanged | |
| Address | 7492 Jefferson Avenue Apt 18 | 7492 Jefferson Ave Apt 18 | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85207-3579 | 85207 | Changed |
| Group | GRP-2897 | GRP-2897 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.46
- Name key
- lauen|graham
- Address key
- 7492|jefferson|85207
- Canonical first
- lauen
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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| CLM-418558 | 0.99 | Scored | — | Auto-linked |
| CLM-418557 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124432 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023222
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lauren Graham, 1979-06-03, 4 records, Verified
Evidence
Matched against CLM-418558
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically085c658fed2026-10-19 19:54:38, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418558, policy version 1
- Record linked automatically7d2e09c42a2026-10-19 19:52:09, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418558, policy version 1
- Record linked automatically5c49c4fe652026-10-19 19:45:42, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418558, policy version 1
- Record linked automaticallydb546f9b462026-10-19 19:32:31, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418558, policy version 1
- Record linked automatically48a1e0b8722026-10-19 19:31:28, matching_agentidentity id MBR-008106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124272