Record, CLM , bronze and silver
CLM-431106
Received 2026-06-17T02:43:41Z, line 59,740 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDSON | Richardson | Changed |
| Date of birth | 20080312 | 2008-03-12 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3391 | •••-••-3391 | Unchanged |
| Phone | +1 910 963 7712 | 9109637712 | Parsed |
| - | — | Cleared | |
| Address | ·null | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-0600 | GRP-0600 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- sandra|richardson
- Address key
- —
- Canonical first
- sandra
Quality flags
4 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-431105 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63744 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-140843 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016781
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sandra Richardson, 2008-03-12, 4 records, Verified
Evidence
Matched against CLM-431105
| 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 automatically89f73a0f4b2026-10-19 19:54:38, matching_agentidentity id MBR-016781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431105
- Record linked automatically90c08a33ca2026-10-19 19:52:09, matching_agentidentity id MBR-016781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431105
- Record linked automatically101f82f0a92026-10-19 19:45:42, matching_agentidentity id MBR-016781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431105
- Record linked automatically13aed317362026-10-19 19:32:31, matching_agentidentity id MBR-016781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431105
- Record linked automatically32c41e36a02026-10-19 19:31:28, scoring_agentidentity id MBR-000020, confidence 1, method probabilistic, matched record CLM-431108, policy version 1