Record, CLM, bronze and silver
CLM-415600
Received 2026-04-13T23:24:42Z, line 35,802 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 | Unchanged |
| Middle | G | G | Unchanged |
| Last name | Anderson | Anderson | Unchanged |
| Date of birth | 10/20/1978 | 1978-10-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (256) 746-0705 | 2567460705 | Parsed |
| — | — | Unchanged | |
| Address | 2830 Indian School Road | 2830 Indian School Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75054 | 75054 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- aisha|anderson
- Address key
- 2830|indian school|75054
- Canonical first
- aisha
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-24613 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025689
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Aisha Anderson, 1978-10-20, 2 records, Verified
Evidence
Matched against PRV-24613
| 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
4 hash-chained entries for this record
- Record linked automatically52051a059c2026-10-19 19:54:38, scoring_agentidentity id MBR-025689, confidence 0.925, method probabilistic, matched record PRV-24613, policy version 1
- Record linked automaticallyd84de2a4392026-10-19 19:52:09, scoring_agentidentity id MBR-025689, confidence 0.925, method probabilistic, matched record PRV-24613, policy version 1
- Record linked automaticallyea8267dbf72026-10-19 19:45:42, scoring_agentidentity id MBR-025689, confidence 0.925, method probabilistic, matched record PRV-24613, policy version 1
- Record linked automaticallyb5606caa232026-10-19 19:32:31, scoring_agentidentity id MBR-025689, confidence 0.925, method probabilistic, matched record PRV-24613, policy version 1