Record, CLM, bronze and silver
CLM-419709
Received 2026-05-29T09:56:29Z, line 20,697 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 | Marilyn | Marilyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | James | James | Unchanged |
| Date of birth | 1969-10-05 | 1969-10-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-34608-53 | UHC-34608-53 | Unchanged |
| SSN | - | — | Cleared |
| Phone | - | — | Cleared |
| MARILYN.JAMES@YAHOO.COM | marilyn.james@yahoo.com | Changed | |
| Address | 4451 FOREST AVENUE | 4451 Forest Ave | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85265 | 85265 | Unchanged |
| Group | ·GRP-0190 | GRP-0190 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|james
- Address key
- 4451|forest|85265
- Canonical first
- marilyn
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
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-419707 | 1.00 | Scored | — | Auto-linked |
| ENR-125951 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419708 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002431
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn James, 1969-10-05, 4 records, Verified
Evidence
Matched against CLM-419707
| 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 automatically725e344a8d2026-10-19 19:54:38, scoring_agentidentity id MBR-002431, confidence 1, method probabilistic, matched record CLM-419707, policy version 1
- Record linked automatically1547ae76e22026-10-19 19:52:08, scoring_agentidentity id MBR-002431, confidence 1, method probabilistic, matched record CLM-419707, policy version 1
- Record linked automatically761c5376ed2026-10-19 19:45:41, scoring_agentidentity id MBR-002431, confidence 1, method probabilistic, matched record CLM-419707, policy version 1
- Record linked automaticallya2cf9d09fe2026-10-19 19:32:31, scoring_agentidentity id MBR-002431, confidence 1, method probabilistic, matched record CLM-419707, policy version 1
- Record linked automatically2751d799672026-10-19 19:31:28, matching_agentidentity id MBR-016059, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25770