Record, CLM, bronze and silver
CLM-401121
Received 2026-01-06T22:48:07Z, line 96,610 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 | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | CAMPBELL | Campbell | Changed |
| Date of birth | 1985-09-27 | 1985-09-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | +1 924 263 6524 | 9242636524 | Parsed |
| aisha.campbell93@yahoo.com | aisha.campbell93@yahoo.com | Unchanged | |
| Address | 7867 Grand Avenue | 7867 Grand Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55455-1664 | 55455 | Changed |
| Group | GRP-3630 | GRP-3630 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- aisha|campbell
- Address key
- 7867|grand|55455
- Canonical first
- aisha
Quality flags
6 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-50497 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001908
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Campbell, 1985-09-27, 2 records, Verified
Evidence
Matched against TPA-50497
| 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 automaticallyf255f04f4f2026-10-22 12:43:53, scoring_agentidentity id MBR-001908, confidence 1, method probabilistic, matched record TPA-50497, policy version 1
- Record linked automaticallya964eecaef2026-10-19 19:54:38, scoring_agentidentity id MBR-001908, confidence 1, method probabilistic, matched record TPA-50497, policy version 1
- Record linked automaticallybb46d614ec2026-10-19 19:52:08, scoring_agentidentity id MBR-001908, confidence 1, method probabilistic, matched record TPA-50497, policy version 1
- Record linked automatically78664812912026-10-19 19:45:41, scoring_agentidentity id MBR-001908, confidence 1, method probabilistic, matched record TPA-50497, policy version 1
- Record linked automatically5e81ba25242026-10-19 19:32:31, scoring_agentidentity id MBR-001908, confidence 1, method probabilistic, matched record TPA-50497, policy version 1
- Record linked automaticallyb941c2ce2a2026-10-19 19:31:28, scoring_agentidentity id MBR-011747, confidence 1, method probabilistic, matched record TPA-50467, policy version 1