Record, CLM, bronze and silver
CLM-404444
Received 2026-02-28T14:53:24Z, line 16,238 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 | SANDRA | Sandra | Changed |
| Middle | ·· | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 1996-01-07 | 1996-01-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8404 | •••-••-8404 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | ·· | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | null·· | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | N/A·· | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- sandra|kim
- Address key
- —
- Canonical first
- sandra
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-404443 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404446 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404445 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105866 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000585
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sandra Kim, 1996-01-07, 5 records, Verified
Evidence
Matched against CLM-404446
| 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
5 hash-chained entries for this record
- Record linked automatically8282f0aaf32026-10-19 19:54:38, matching_agentidentity id MBR-000585, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404446
- Record linked automaticallyda20a630c22026-10-19 19:52:08, matching_agentidentity id MBR-000585, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404446
- Record linked automatically93dcc1be522026-10-19 19:45:41, matching_agentidentity id MBR-000585, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404446
- Record linked automatically40e2b350df2026-10-19 19:32:31, matching_agentidentity id MBR-000585, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404446
- Record linked automatically8b3fa09da42026-10-19 19:31:28, scoring_agentidentity id MBR-012621, confidence 1, method probabilistic, matched record ENR-105801, policy version 1