Record, CLM, bronze and silver
CLM-429939
Received 2026-01-05T16:03:04Z, line 51,353 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 | LAURNE | Laurne | Changed |
| Middle | I | I | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 1991-06-02 | 1991-06-02 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | NULL·· | — | Cleared |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| lauren.johnson@icloud.com | lauren.johnson@icloud.com | Unchanged | |
| Address | 1441 Central Ave | 1441 Central Ave | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85200 | 85200 | Unchanged |
| Group | GRP-2171·· | GRP-2171 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- laurne|johnson
- Address key
- 1441|central|85200
- Canonical first
- laurne
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-139253 | 0.87 | Scored | — | Auto-linked |
| CLM-429938 | 0.84 | Scored | — | Sent to steward |
| CLM-429940 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001513
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Lauren Johnson, 1991-06-20, 4 records, Verified
Evidence
Matched against ENR-139253
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6ddf13b4042026-10-19 19:54:38, scoring_agentidentity id MBR-001513, confidence 0.869, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automatically9a430f00ed2026-10-19 19:52:08, scoring_agentidentity id MBR-001513, confidence 0.869, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automaticallyd3db2eb9892026-10-19 19:45:41, scoring_agentidentity id MBR-001513, confidence 0.869, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automatically50c3c4a9032026-10-19 19:32:31, scoring_agentidentity id MBR-001513, confidence 0.869, method probabilistic, matched record ENR-139253, policy version 1
- Record linked automatically9b154234482026-10-19 19:31:28, scoring_agentidentity id MBR-006994, confidence 1, method probabilistic, matched record TPA-63131, policy version 1