Record, CLM, bronze and silver
CLM-404723
Received 2026-07-13T21:59:03Z, line 529 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 | Arthru | Arthru | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 19700815 | 1970-08-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2602 | •••-••-2602 | Unchanged |
| Phone | ·null | — | Cleared |
| ARTHUR.HOWELL@OUTLOOK.COM | arthur.howell@outlook.com | Changed | |
| Address | 5457 MEADOW LANE | 5457 Meadow Ln | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90003 | 90003 | Unchanged |
| Group | GRP-6508 | GRP-6508 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- arthru|howell
- Address key
- 5457|meadow|90003
- Canonical first
- arthru
Quality flags
6 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-52065 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025050
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthru Howell, 1970-08-15, 2 records, Verified
Evidence
Matched against TPA-52065
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically61f0d9dbbb2026-10-19 19:54:38, scoring_agentidentity id MBR-025050, confidence 0.996, method probabilistic, matched record TPA-52065, policy version 1
- Record linked automatically64f70c0c072026-10-19 19:52:09, scoring_agentidentity id MBR-025050, confidence 0.996, method probabilistic, matched record TPA-52065, policy version 1
- Record linked automatically566050cc1c2026-10-19 19:45:42, scoring_agentidentity id MBR-025050, confidence 0.996, method probabilistic, matched record TPA-52065, policy version 1
- Record linked automaticallydc9f70925c2026-10-19 19:32:31, scoring_agentidentity id MBR-025050, confidence 0.996, method probabilistic, matched record TPA-52065, policy version 1
- Record linked automatically13ee53e4022026-10-19 19:31:28, matching_agentidentity id MBR-014626, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106178