Record, CLM, bronze and silver
CLM-411035
Received 2026-03-18T16:29:14Z, line 55,568 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 | SCHMIDT | Schmidt | Changed |
| Date of birth | 12/3/1992 | 1992-12-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7046 | •••-••-7046 | Unchanged |
| Phone | ·- | — | Cleared |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- arjun|schmidt
- Address key
- —
- Canonical first
- arjun
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-411036 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-54822 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020515
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Arjun Schmidt, 1992-12-03, 3 records, Verified
Evidence
Matched against CLM-411036
| 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
6 hash-chained entries for this record
- Record linked automaticallydbc51865972026-10-22 12:43:54, matching_agentidentity id MBR-020515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411036
- Record linked automatically8282ccad5b2026-10-19 19:54:38, matching_agentidentity id MBR-020515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411036
- Record linked automaticallye0bf6e22092026-10-19 19:52:09, matching_agentidentity id MBR-020515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411036
- Record linked automatically20863ac1322026-10-19 19:45:42, matching_agentidentity id MBR-020515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411036
- Record linked automatically78ef0f42162026-10-19 19:32:31, matching_agentidentity id MBR-020515, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411036
- Record linked automaticallyd5565c07762026-10-19 19:31:28, scoring_agentidentity id MBR-002383, confidence 1, method probabilistic, matched record CLM-411033, policy version 1