Record, CLM, bronze and silver
CLM-404061
Received 2026-09-08T00:58:02Z, line 55,319 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 | lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | wong | Wong | Changed |
| Date of birth | Oct 13, 1955 | 1955-10-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-9534 | •••-••-9534 | Unchanged |
| Phone | N/A·· | — | Cleared |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | ·NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5710 | GRP-5710 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- lauren|wong
- Address key
- —
- Canonical first
- lauren
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)
- 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-105314 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404060 | 0.83 | Scored | — | Sent to steward |
| PRV-21147 | 0.83 | Scored | — | Sent to steward |
| CLM-423846 | 0.69 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002981
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Lauren Wong, 1955-10-13, 4 records, Verified
Evidence
Matched against ENR-105314
| 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 automatically25b6e5e3882026-10-19 19:54:38, matching_agentidentity id MBR-002981, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105314
- Record linked automaticallya012267a1e2026-10-19 19:52:08, matching_agentidentity id MBR-002981, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105314
- Record linked automaticallya369ceb3d92026-10-19 19:45:41, matching_agentidentity id MBR-002981, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105314
- Record linked automatically37b2b169cb2026-10-19 19:32:31, matching_agentidentity id MBR-002981, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105314
- Record linked automaticallya66472444a2026-10-19 19:31:28, matching_agentidentity id MBR-028051, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21221