Record, CLM, bronze and silver
CLM-429938
Received 2026-08-09T21:33:15Z , line 66,869 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 | I | I | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 6/20/1991 | 1991-06-20 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-39409-51 | UHC-39409-51 | Unchanged |
| SSN | •••-••-5826 | •••-••-5826 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 1441 CENTRAL AVENUE Apt 3 | 1441 Central Ave Apt 3 | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85200 | 85200 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- lauren|johnson
- Address key
- 1441|central|85200
- Canonical first
- lauren
Quality flags
8 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
- 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
- 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-139253 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429939 | 0.84 | Scored | — | Sent to steward |
| CLM-429940 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001513
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Johnson, 1991-06-20, 4 records, Verified
Evidence
Matched against ENR-139253
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically71539c01192026-10-19 19:54:38, matching_agentidentity id MBR-001513, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139253
- Record linked automatically5e25c171d12026-10-19 19:52:08, matching_agentidentity id MBR-001513, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139253
- Record linked automatically39244a96c42026-10-19 19:45:41, matching_agentidentity id MBR-001513, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139253
- Record linked automatically5505c97ad02026-10-19 19:32:31, matching_agentidentity id MBR-001513, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139253
- Record linked automatically0e4e1cc7ab2026-10-19 19:31:28, matching_agentidentity id MBR-006518, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139499