Record, CLM, bronze and silver
CLM-417865
Received 2026-05-12T10:11:14Z, line 1,029 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JACQUELINE | Jacqueline | Changed |
| Middle | C | C | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 1983-10-05 | 1983-10-05 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4569 | •••-••-4569 | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | ···· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | N/A | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.94
- Name key
- jacqueline|maldonado
- Address key
- —
- Canonical first
- jacqueline
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 |
|---|---|---|---|---|
| ENR-123488 | 0.98 | Scored | — | Auto-linked |
| CLM-417866 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022477
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Jacqueline Maldonado, 1983-10-05, 3 records, Verified
Evidence
Matched against ENR-123488
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically9b959581892026-10-19 19:54:38, scoring_agentidentity id MBR-022477, confidence 0.982, method probabilistic, matched record ENR-123488, policy version 1
- Record linked automatically85719d9acf2026-10-19 19:52:09, scoring_agentidentity id MBR-022477, confidence 0.982, method probabilistic, matched record ENR-123488, policy version 1
- Record linked automaticallyeb1a13985a2026-10-19 19:45:42, scoring_agentidentity id MBR-022477, confidence 0.982, method probabilistic, matched record ENR-123488, policy version 1
- Record linked automatically1cb94297392026-10-19 19:32:31, scoring_agentidentity id MBR-022477, confidence 0.982, method probabilistic, matched record ENR-123488, policy version 1
- Record linked automatically734cef8d372026-10-19 19:31:28, matching_agentidentity id MBR-019408, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417864