Record, CLM, bronze and silver
CLM-410376
Received 2026-09-11T00:31:52Z, line 16,070 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 | Larson, Arujn | Arujn | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Larson | Changed |
| Date of birth | 1991-01-24 | 1991-01-24 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-89929-24 | UHC-89929-24 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (985) 440-5454 | 9854405454 | Parsed |
| NULL | — | Cleared | |
| Address | 1443 Mesa Drive·· | 1443 Mesa Dr | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75059 | 75059 | Unchanged |
| Group | GRP-1954 | GRP-1954 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- arujn|larson
- Address key
- 1443|mesa|75059
- Canonical first
- arujn
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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-410375 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410377 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410378 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027261
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Larson, 1991-01-24, 4 records, Verified
Evidence
Matched against CLM-410377
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9ab82430f22026-10-19 19:54:38, matching_agentidentity id MBR-027261, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410377
- Record linked automatically50abcade172026-10-19 19:52:09, matching_agentidentity id MBR-027261, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410377
- Record linked automaticallyfe245d7b432026-10-19 19:45:42, matching_agentidentity id MBR-027261, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410377
- Record linked automatically60d5e0e1892026-10-19 19:32:31, matching_agentidentity id MBR-027261, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410377
- Record linked automatically0ca29d1f2a2026-10-19 19:31:28, scoring_agentidentity id MBR-012542, confidence 1, method probabilistic, matched record CLM-410377, policy version 1