Record, CLM, bronze and silver
CLM-402301
Received 2026-06-06T01:08:39Z, line 57,911 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 | Lawrece | Lawrece | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1952-10-18 | 1952-10-18 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-57335-96 | UHC-57335-96 | Parsed |
| SSN | •••-••-2701 | •••-••-2701 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5968 Park Place | 5968 Park Pl | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85223-2102 | 85223 | Changed |
| Group | GRP-0133 | GRP-0133 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.54
- Name key
- lawrece|johnston
- Address key
- 5968|park|85223
- Canonical first
- lawrece
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-102947 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50973 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018751
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Johnston, 1952-10-18, 4 records, Verified
Evidence
Matched against ENR-102947
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyfedaf194522026-10-19 19:54:38, matching_agentidentity id MBR-018751, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102947
- Record linked automaticallyaabb7395b62026-10-19 19:52:09, matching_agentidentity id MBR-018751, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102947
- Record linked automaticallyfef2663f9d2026-10-19 19:45:42, matching_agentidentity id MBR-018751, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102947
- Record linked automatically452cf19b092026-10-19 19:32:31, matching_agentidentity id MBR-018751, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102947
- Record linked automaticallye5f68440a22026-10-19 19:31:28, scoring_agentidentity id MBR-004635, confidence 1, method probabilistic, matched record ENR-103030, policy version 1