Record, CLM, bronze and silver
CLM-431312
Received 2026-07-29T08:15:38Z, line 95,032 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 | Miller, Arjun | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Miller | Changed |
| Date of birth | 1981-04-27 | 1981-04-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC6641284 | UHC-66412-84 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | 837-576-1857 | 8375761857 | Parsed |
| - | — | Cleared | |
| Address | 810 SPRING STREET | 810 Spring St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85040 | 85040 | Unchanged |
| Group | GRP-3258 | GRP-3258 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- arjun|miller
- Address key
- 810|spring|85040
- Canonical first
- arjun
Quality flags
6 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-141113 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431311 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019758
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Miller, 1981-04-27, 3 records, Verified
Evidence
Matched against ENR-141113
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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
6 hash-chained entries for this record
- Record linked automatically71de85797f2026-10-22 12:43:54, matching_agentidentity id MBR-019758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141113
- Record linked automaticallybce645d35b2026-10-19 19:54:38, matching_agentidentity id MBR-019758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141113
- Record linked automatically6e6f2db1762026-10-19 19:52:09, matching_agentidentity id MBR-019758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141113
- Record linked automatically394ab233ca2026-10-19 19:45:42, matching_agentidentity id MBR-019758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141113
- Record linked automaticallycc6a23ff532026-10-19 19:32:31, matching_agentidentity id MBR-019758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141113
- Record linked automatically19b9ab27ac2026-10-19 19:31:28, scoring_agentidentity id MBR-041850, confidence 0.988, method probabilistic, matched record ENR-141315, policy version 1