Record, CLM, bronze and silver
CLM-428008
Received 2026-05-01T16:36:51Z, line 20,666 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sophia | Sophia | Unchanged |
| Middle | E·· | E | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | ·19700528 | 1970-05-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-3188 | GRP-3188 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- sophia|johnston
- Address key
- —
- Canonical first
- sophia
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-136723 | 0.83 | Scored | — | Sent to steward |
| TPA-62369 | 0.83 | Scored | — | Sent to steward |
| CLM-428009 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028659
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Johnston, 1970-05-28, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0035300.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyd48416d3072026-10-19 19:31:28, matching_agentidentity id MBR-016081, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137042