Record, CLM , bronze and silver
CLM-419724
Received 2026-03-07T14:50:38Z, line 50,866 of the CLM feed
CLM Scored
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 | russell | Russell | Changed |
| Date of birth | 8/3/1961 | 1961-08-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (255) 667-9446 | 2556679446 | Parsed |
| — | — | Unchanged | |
| Address | 824 INDIAN SCHOOL ROAD | 824 Indian School Rd | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37239 | 37239 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.72
- Name key
- aisha|russell
- Address key
- 824|indian school|37239
- Canonical first
- aisha
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-125965 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018074
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Russell, 1961-08-03, 2 records, Verified
Evidence
Matched against ENR-125965
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd4c12b14cc2026-10-22 12:43:54, scoring_agentidentity id MBR-018074, confidence 1, method probabilistic, matched record ENR-125965, policy version 1
- Record linked automatically24daae7a4e2026-10-19 19:54:38, scoring_agentidentity id MBR-018074, confidence 1, method probabilistic, matched record ENR-125965, policy version 1
- Record linked automaticallyd82d2bea722026-10-19 19:52:09, scoring_agentidentity id MBR-018074, confidence 1, method probabilistic, matched record ENR-125965, policy version 1
- Record linked automatically782e1d5d052026-10-19 19:45:42, scoring_agentidentity id MBR-018074, confidence 1, method probabilistic, matched record ENR-125965, policy version 1
- Record linked automaticallydba5b119ad2026-10-19 19:32:31, scoring_agentidentity id MBR-018074, confidence 1, method probabilistic, matched record ENR-125965, policy version 1
- Record linked automaticallyb57035b1662026-10-19 19:31:28, matching_agentidentity id MBR-026252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125874