Record, CLM, bronze and silver
CLM-419007
Received 2026-01-31T08:16:57Z, line 22,865 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 | WALTER | Walter | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | May 27, 1963·· | 1963-05-27 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-67455-85 | UHC-67455-85 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 4285885393 | 4285885393 | Unchanged |
| walter.gilbert@hotmail.com | walter.gilbert@hotmail.com | Unchanged | |
| Address | 2595 MAPLE AVE | 2595 Maple Ave | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85266 | 85266 | Changed |
| Group | NULL·· | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.76
- Name key
- walter|gilbert
- Address key
- 2595|maple|85266
- Canonical first
- walter
Quality flags
6 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
- 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-58429 | 1.00 | Scored | — | Auto-linked |
| ENR-125045 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25660 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009121
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Walter Gilbert, 1963-05-27, 4 records, Verified
Evidence
Matched against TPA-58429
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf4ea933e1b2026-10-19 19:54:38, scoring_agentidentity id MBR-009121, confidence 1, method probabilistic, matched record TPA-58429, policy version 1
- Record linked automatically05a4d038162026-10-19 19:52:09, scoring_agentidentity id MBR-009121, confidence 1, method probabilistic, matched record TPA-58429, policy version 1
- Record linked automaticallya807682bcc2026-10-19 19:45:42, scoring_agentidentity id MBR-009121, confidence 1, method probabilistic, matched record TPA-58429, policy version 1
- Record linked automatically0a843a0d6d2026-10-19 19:32:31, scoring_agentidentity id MBR-009121, confidence 1, method probabilistic, matched record TPA-58429, policy version 1
- Record linked automatically2e433f9ebd2026-10-19 19:31:28, scoring_agentidentity id MBR-012833, confidence 1, method probabilistic, matched record CLM-419005, policy version 1