Record, CLM, bronze and silver
CLM-410375
Received 2026-09-20T03:01:26Z, line 69,327 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Larson | Larson | Unchanged |
| Date of birth | 01/24/91 | 1991-01-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-89929-24 | UHC-89929-24 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 19854405454 | 9854405454 | Parsed |
| arjun.larson@aol.com | arjun.larson@aol.com | Unchanged | |
| Address | 1443 Mesa Dr | 1443 Mesa Dr | Unchanged |
| City | PLANO | Plano | Changed |
| State | tx | TX | Changed |
| ZIP | NULL | — | Cleared |
| Group | GRP-1954 | GRP-1954 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- arjun|larson
- Address key
- 1443|mesa|plano
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- ZIP missingStreet address present but no ZIP supplied
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-410377 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410378 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410376 | 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 | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallydc5e6e2f6b2026-10-19 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 automatically6ca6d26fdc2026-10-19 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 automaticallybd71ebdc502026-10-19 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 automatically64360e374e2026-10-19 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 automatically3170bfa6872026-10-19 19:31:28, matching_agentidentity id MBR-003461, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54613