Record, CLM, bronze and silver
CLM-411979
Received 2026-03-10T09:04:55Z, line 39,263 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 | ·Hiroshi | Hiroshi | Changed |
| Middle | J. | J | Changed |
| Last name | Lawrence | Lawrence | Unchanged |
| Date of birth | 01/16/1943 | 1943-01-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7671 | •••-••-7671 | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN·· | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.94
- Name key
- hiroshi|lawrence
- Address key
- —
- Canonical first
- hiroshi
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-115774 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411980 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009199
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Hiroshi Lawrence, 1943-01-16, 3 records, Verified
Evidence
Matched against ENR-115774
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyf7f80e79032026-10-22 12:43:54, matching_agentidentity id MBR-009199, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115774
- Record linked automatically78de8c74c62026-10-19 19:54:38, matching_agentidentity id MBR-009199, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115774
- Record linked automatically55f39343c32026-10-19 19:52:09, matching_agentidentity id MBR-009199, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115774
- Record linked automaticallyb51d5ed72f2026-10-19 19:45:42, matching_agentidentity id MBR-009199, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115774
- Record linked automaticallyc87f40a8732026-10-19 19:32:31, matching_agentidentity id MBR-009199, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115774
- Record linked automatically045f3ac9782026-10-19 19:31:28, matching_agentidentity id MBR-006504, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411980