Record, CLM, bronze and silver
CLM-409853
Received 2026-04-02T15:36:26Z, line 21,034 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 | ·DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1995-08-16 | 1995-08-16 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | ···· | — | Unchanged |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-6908 | GRP-6908 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.94
- Name key
- denise|stephens
- Address key
- —
- Canonical first
- denise
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 |
|---|---|---|---|---|
| CLM-409854 | 0.83 | Scored | — | Sent to steward |
| CLM-409855 | 0.83 | Scored | — | Sent to steward |
| ENR-112988 | 0.83 | Scored | — | Sent to steward |
| CLM-409851 | 0.83 | Scored | — | Sent to steward |
| CLM-409852 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023607
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Stephens, 1995-08-16, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0025900.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically8e8ce275a02026-10-19 19:31:28, scoring_agentidentity id MBR-007538, confidence 1, method probabilistic, matched record TPA-54385, policy version 1