Record, CLM, bronze and silver
CLM-406610
Received 2026-09-21T01:59:14Z, line 47,376 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 | Sophia | Sophia | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Carroll | Carroll | Unchanged |
| Date of birth | 1979-02-23 | 1979-02-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 5642 DESERT SKY BOULEVARD Apt 21 | 5642 Desert Sky Blvd Apt 21 | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | NULL·· | — | Cleared |
| Group | GRP-7932 | GRP-7932 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.52
- Name key
- sophia|carroll
- Address key
- 5642|desert sky|atlanta
- Canonical first
- sophia
Quality flags
6 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-21937 | 0.93 | Scored | — | Auto-linked |
| PRV-21938 | 0.93 | Scored | — | Auto-linked |
| CLM-406609 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009374
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Sophia Carroll, 1979-02-23, 5 records, Verified
Evidence
Matched against PRV-21937
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically3b7d0576672026-10-19 19:54:38, scoring_agentidentity id MBR-009374, confidence 0.925, method probabilistic, matched record PRV-21937, policy version 1
- Record linked automatically30c89786582026-10-19 19:52:09, scoring_agentidentity id MBR-009374, confidence 0.925, method probabilistic, matched record PRV-21937, policy version 1
- Record linked automaticallyb0a618df8d2026-10-19 19:45:42, scoring_agentidentity id MBR-009374, confidence 0.925, method probabilistic, matched record PRV-21937, policy version 1
- Record linked automatically5d0cc94f622026-10-19 19:32:31, scoring_agentidentity id MBR-009374, confidence 0.925, method probabilistic, matched record PRV-21937, policy version 1
- Record linked automatically645f0bce372026-10-19 19:31:28, scoring_agentidentity id MBR-030612, confidence 1, method probabilistic, matched record TPA-52929, policy version 1