Record, CLM, bronze and silver
CLM-421426
Received 2026-04-28T06:10:25Z, line 69,319 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 | U | U | Unchanged |
| Last name | ·BOWMAN | Bowman | Changed |
| Date of birth | 19510306 | 1951-03-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9558 | •••-••-9558 | Unchanged |
| Phone | ···· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 5287 Sage Court | 5287 Sage Ct | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33161 | 33161 | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- aisha|bowman
- Address key
- 5287|sage|33161
- Canonical first
- aisha
Quality flags
6 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)
- 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
- 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-128068 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-128069 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014389
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Aisha Bowman, 1951-03-06, 3 records, Verified
Evidence
Matched against ENR-128068
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically00244b3ae62026-10-22 12:43:54, matching_agentidentity id MBR-014389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128068
- Record linked automatically1e4e881d782026-10-19 19:54:38, matching_agentidentity id MBR-014389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128068
- Record linked automatically82d12e704b2026-10-19 19:52:09, matching_agentidentity id MBR-014389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128068
- Record linked automaticallyda581173ba2026-10-19 19:45:42, matching_agentidentity id MBR-014389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128068
- Record linked automatically8692c2a86a2026-10-19 19:32:31, matching_agentidentity id MBR-014389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128068
- Record linked automatically03074d63c92026-10-19 19:31:28, matching_agentidentity id MBR-000026, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128161