Record, CLM, bronze and silver
CLM-416103
Received 2026-05-27T18:32:15Z, line 13,775 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 | Unchanged |
| Date of birth | 12/22/1957 | 1957-12-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (515) 418-2111 | 5154182111 | Parsed |
| ·· | — | Unchanged | |
| Address | UNKNOWN·· | — | Cleared |
| City | N/A | — | Cleared |
| State | - | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.94
- Name key
- edward|arnold
- Address key
- —
- Canonical first
- edward
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-416104 | 1.00 | Scored | — | Auto-linked |
| ENR-121189 | 1.00 | Scored | — | 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-416104
| 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 automaticallya8e8d1b3ac2026-10-19 19:54:38, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416104, policy version 1
- Record linked automatically29da5d6f3f2026-10-19 19:52:09, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416104, policy version 1
- Record linked automatically7c696b29102026-10-19 19:45:42, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416104, policy version 1
- Record linked automaticallyb6a24314d32026-10-19 19:32:31, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-416104, policy version 1
- Record linked automaticallyeecccb87b12026-10-19 19:31:28, matching_agentidentity id MBR-003833, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121065