Record, CLM, bronze and silver
CLM-421005
Received 2026-05-22T23:07:51Z, line 58,733 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 | Adam·· | Adam | Changed |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 22-08-1986 | 1986-08-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | ·NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5527 | GRP-5527 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- adam|mcdonald
- Address key
- —
- Canonical first
- adam
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 |
|---|---|---|---|---|
| CLM-421006 | 0.83 | Scored | — | Sent to steward |
| ENR-127590 | 0.83 | Scored | — | Sent to steward |
| ENR-127591 | 0.83 | Scored | — | Sent to steward |
| CLM-421007 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031894
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Adam McDonald, 1986-08-22, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0027270.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically02bffcd7ac2026-10-19 19:31:28, scoring_agentidentity id MBR-000015, confidence 1, method probabilistic, matched record CLM-421004, policy version 1