Record, CLM, bronze and silver
CLM-427574
Received 2026-02-14T18:36:17Z, line 74,521 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 | deb·· | Deb | Changed |
| Middle | ···· | — | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | ·21-01-1991 | 1991-01-21 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-90949-37 | UHC-90949-37 | Unchanged |
| SSN | •••-••-7555 | •••-••-7555 | Unchanged |
| Phone | ·UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- deborah|nichols
- Address key
- —
- Canonical first
- deborah
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 |
|---|---|---|---|---|
| TPA-62183 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013088
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deb Nichols, 1991-01-21, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0027900.75Open
Audit
1 hash-chained entry for this record
- Record linked automatically3f2211ade32026-10-19 19:31:28, matching_agentidentity id MBR-000424, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136489