Record, CLM, bronze and silver
CLM-400889
Received 2026-08-13T11:28:44Z, line 54,635 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 | FATIMA | Fatima | Changed |
| Middle | L | L | Unchanged |
| Last name | KENNEDY | Kennedy | Changed |
| Date of birth | 19890507 | 1989-05-07 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1329 | •••-••-1329 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | ·· | — | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- fatima|kennedy
- Address key
- —
- Canonical first
- fatima
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-400888 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-101171 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-50412 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028709
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Fatima Kennedy, 1989-05-07, 4 records, Verified
Evidence
Matched against CLM-400888
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybdd1c71f3c2026-10-22 12:43:54, matching_agentidentity id MBR-028709, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400888
- Record linked automatically00a9cf4f5b2026-10-19 19:54:38, matching_agentidentity id MBR-028709, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400888
- Record linked automatically68005d7d802026-10-19 19:52:09, matching_agentidentity id MBR-028709, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400888
- Record linked automaticallyb8115628222026-10-19 19:45:42, matching_agentidentity id MBR-028709, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400888
- Record linked automaticallya6078f11762026-10-19 19:32:31, matching_agentidentity id MBR-028709, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400888
- Record linked automaticallyca309e26822026-10-19 19:31:28, matching_agentidentity id MBR-025468, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101241