Record, CLM, bronze and silver
CLM-418485
Received 2026-06-05T17:21:36Z, line 90,083 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 | ruth | Ruth | Changed |
| Middle | — | — | Unchanged |
| Last name | bell | Bell | Changed |
| Date of birth | 1991-06-20 | 1991-06-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | 649-220-0725 | 6492200725 | Parsed |
| — | — | Unchanged | |
| Address | 5894 Central Avenue | 5894 Central Ave | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85240 | 85240 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- ruth|bell
- Address key
- 5894|central|85240
- Canonical first
- ruth
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-25487 | 1.00 | Scored | — | Auto-linked |
| TPA-58148 | 1.00 | Scored | — | Auto-linked |
| CLM-418484 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024910
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ruth Bell, 1991-06-20, 4 records, Verified
Evidence
Matched against TPA-58148
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyde42a090692026-10-22 12:43:54, scoring_agentidentity id MBR-024910, confidence 1, method probabilistic, matched record TPA-58148, policy version 1
- Record linked automatically8b59a548212026-10-19 19:54:38, scoring_agentidentity id MBR-024910, confidence 1, method probabilistic, matched record TPA-58148, policy version 1
- Record linked automatically25d39e2a222026-10-19 19:52:09, scoring_agentidentity id MBR-024910, confidence 1, method probabilistic, matched record TPA-58148, policy version 1
- Record linked automatically5cc0f0b16e2026-10-19 19:45:42, scoring_agentidentity id MBR-024910, confidence 1, method probabilistic, matched record TPA-58148, policy version 1
- Record linked automatically4f63de122d2026-10-19 19:32:31, scoring_agentidentity id MBR-024910, confidence 1, method probabilistic, matched record TPA-58148, policy version 1
- Record linked automatically1a36116ea92026-10-19 19:31:28, scoring_agentidentity id MBR-008776, confidence 1, method probabilistic, matched record CLM-418486, policy version 1