Record, CLM, bronze and silver
CLM-428504
Received 2026-08-12T20:33:54Z, line 14,521 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 | JULIE | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1955-03-26 | 1955-03-26 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | ·· | — | Unchanged |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3926 | GRP-3926 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- julie|stephens
- Address key
- —
- Canonical first
- julie
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| PRV-28366 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041363
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julie Stephens, 1955-03-26, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0021180.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyecc1aae3f52026-10-19 19:31:28, scoring_agentidentity id MBR-002943, confidence 1, method probabilistic, matched record CLM-428503, policy version 1