Record, CLM, bronze and silver
CLM-420627
Received 2026-02-07T14:41:02Z, line 96,644 of the CLM feed
CLMRule
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 | P | P | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | 1996-07-14 | 1996-07-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1318 | •••-••-1318 | Unchanged |
| Phone | (322) 835-4209 | 3228354209 | Parsed |
| — | — | Unchanged | |
| Address | 9422 Baseline Rd | 9422 Baseline Rd | Unchanged |
| City | Orlando·· | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.80
- Name key
- aisha|nichols
- Address key
- 9422|baseline|orlando
- Canonical first
- aisha
Quality flags
4 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
- ZIP missingStreet address present but no ZIP supplied
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-127133 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59061 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011184
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Aisha Nichols, 1996-07-14, 3 records, Verified
Evidence
Matched against ENR-127133
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallya82561866f2026-10-22 12:43:54, matching_agentidentity id MBR-011184, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127133
- Record linked automatically4bc3aed8592026-10-19 19:54:38, matching_agentidentity id MBR-011184, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127133
- Record linked automatically4643e925b72026-10-19 19:52:09, matching_agentidentity id MBR-011184, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127133
- Record linked automatically2b6fe7ea462026-10-19 19:45:42, matching_agentidentity id MBR-011184, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127133
- Record linked automaticallyfa36a794502026-10-19 19:32:31, matching_agentidentity id MBR-011184, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127133
- Record linked automatically8ae1732c732026-10-19 19:31:28, matching_agentidentity id MBR-015152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127102