Record, CLM, bronze and silver
CLM-416104
Received 2026-03-04T23:42:56Z , line 413 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Edward | Edward | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold·· | Arnold | Changed |
| Date of birth | 22-12-1957 | 1957-12-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-58764-26 | UHC-58764-26 | Unchanged |
| SSN | •••-••-2126 | •••-••-2126 | Parsed |
| Phone | 515-418-2111 | 5154182111 | Parsed |
| N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- edward|arnold
- Address key
- —
- Canonical first
- edward
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-416103 | 1.00 | Scored | — | Auto-linked |
| ENR-121189 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017494
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Edward Arnold, 1957-12-22, 3 records, Verified
Evidence
Matched against CLM-416103
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically95505114742026-10-19 19:54:38, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416103, policy version 1
- Record linked automaticallyd0d442ab582026-10-19 19:52:09, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416103, policy version 1
- Record linked automatically5e30003a1f2026-10-19 19:45:42, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416103, policy version 1
- Record linked automatically7af01db6542026-10-19 19:32:31, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416103, policy version 1
- Record linked automatically1f082e67d62026-10-19 19:31:28, matching_agentidentity id MBR-017967, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121066