Record, CLM , bronze and silver
CLM-432376
Received 2026-02-12T00:50:54Z, line 60,023 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Debra | Debra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Aguilar | Aguilar | Unchanged |
| Date of birth | 7/7/1995 | 1995-07-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1038 | •••-••-1038 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| ·- | — | Cleared | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-3121 | GRP-3121 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.96
- Name key
- debra|aguilar
- Address key
- —
- Canonical first
- debra
Quality flags
2 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-432374 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-142496 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-432373 | 0.83 | Scored | — | Sent to steward |
| CLM-432375 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012389
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Debra Aguilar, 1995-07-07, 5 records, Verified
Evidence
Matched against CLM-432374
| 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 automatically12152f10522026-10-22 12:43:54, matching_agentidentity id MBR-012389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432374
- Record linked automatically6964163fa72026-10-19 19:54:38, matching_agentidentity id MBR-012389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432374
- Record linked automatically5c42dc9a7f2026-10-19 19:52:09, matching_agentidentity id MBR-012389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432374
- Record linked automatically05faad40be2026-10-19 19:45:42, matching_agentidentity id MBR-012389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432374
- Record linked automaticallyb1637898282026-10-19 19:32:31, matching_agentidentity id MBR-012389, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432374
- Record linked automatically3db0fb8d312026-10-19 19:31:28, scoring_agentidentity id MBR-007920, confidence 1, method probabilistic, matched record TPA-64165, policy version 1