Record, CLM, bronze and silver
CLM-417670
Received 2026-05-26T12:44:28Z, line 25,818 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ARJUN | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 1969-03-08 | 1969-03-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5884 | •••-••-5884 | Unchanged |
| Phone | 795-731-6728 | 7957316728 | Parsed |
| - | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-3458 | GRP-3458 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- arjun|graham
- Address key
- —
- Canonical first
- arjun
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-123280 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417671 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016460
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Arjun Graham, 1969-03-08, 3 records, Verified
Evidence
Matched against CLM-417671
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically8f81cfa7142026-10-19 19:54:38, matching_agentidentity id MBR-016460, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417671
- Record linked automatically755bf27b632026-10-19 19:52:09, matching_agentidentity id MBR-016460, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417671
- Record linked automatically220cbfc8592026-10-19 19:45:42, matching_agentidentity id MBR-016460, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417671
- Record linked automatically17fe8ea3b32026-10-19 19:32:31, matching_agentidentity id MBR-016460, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417671
- Record linked automaticallybcf499b4a92026-10-19 19:31:28, scoring_agentidentity id MBR-000318, confidence 1, method probabilistic, matched record CLM-417669, policy version 1