Record, CLM, bronze and silver
CLM-405925
Received 2026-02-21T23:08:58Z, line 48,235 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 | Nicole Z | Nicole | Changed |
| Middle | — | Z | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1953-04-09 | 1953-04-09 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 525-478-5163 | 5254785163 | Parsed |
| — | — | Unchanged | |
| Address | 5609 Lincoln Way·· | 5609 Lincoln Way | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28297 | 28297 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.68
- Name key
- nicole|johnston
- Address key
- 5609|lincoln|28297
- Canonical first
- nicole
Quality flags
4 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-405924 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014947
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Johnston, 1953-04-09, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0002540.81Open
Audit
1 hash-chained entry for this record
- Record linked automatically9cb7ff1fe42026-10-19 19:31:28, matching_agentidentity id MBR-003910, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-405927