Record, CLM, bronze and silver
CLM-403811
Received 2026-02-22T20:06:09Z, line 51,532 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 | WILLIE | Willie | Changed |
| Middle | — | — | Unchanged |
| Last name | LAWRENCE | Lawrence | Changed |
| Date of birth | 26-01-1981 | 1981-01-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6106 | •••-••-6106 | Unchanged |
| Phone | ·- | — | Cleared |
| N/A | — | Cleared | |
| Address | 2641 Forest Avenue | 2641 Forest Ave | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85290 | 85290 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- willie|lawrence
- Address key
- 2641|forest|85290
- Canonical first
- willie
Quality flags
7 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)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-104945 | 0.91 | Scored | — | Auto-linked |
| CLM-403810 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015149
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Willie Lawrence, 1981-01-26, 3 records, Verified
Evidence
Matched against ENR-104945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.88 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically069efd70132026-10-22 12:43:54, scoring_agentidentity id MBR-015149, confidence 0.908, method probabilistic, matched record ENR-104945, policy version 1
- Record linked automatically26b1ffd27e2026-10-19 19:54:38, scoring_agentidentity id MBR-015149, confidence 0.908, method probabilistic, matched record ENR-104945, policy version 1
- Record linked automatically915e9b61ce2026-10-19 19:52:09, scoring_agentidentity id MBR-015149, confidence 0.908, method probabilistic, matched record ENR-104945, policy version 1
- Record linked automatically227b1c810c2026-10-19 19:45:42, scoring_agentidentity id MBR-015149, confidence 0.908, method probabilistic, matched record ENR-104945, policy version 1
- Record linked automaticallyd340d443d82026-10-19 19:32:31, scoring_agentidentity id MBR-015149, confidence 0.908, method probabilistic, matched record ENR-104945, policy version 1
- Record linked automaticallya734e7ef5b2026-10-19 19:31:28, scoring_agentidentity id MBR-009447, confidence 0.987, method probabilistic, matched record TPA-51706, policy version 1