Record, CLM, bronze and silver
CLM-431709
Received 2026-04-16T12:17:40Z, line 3,482 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 | MILLER | Miller | Changed |
| Date of birth | 08-05-1987 | 1987-05-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC8105283 | UHC-81052-83 | Parsed |
| SSN | ·· | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2069 Washington St | 2069 Washington St | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85222 | 85222 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.76
- Name key
- arjun|miller
- Address key
- 2069|washington|85222
- Canonical first
- arjun
Quality flags
6 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-141604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026146
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Miller, 1987-05-08, 2 records, Verified
Evidence
Matched against ENR-141604
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically33e8a78f212026-10-22 12:43:54, matching_agentidentity id MBR-026146, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141604
- Record linked automatically7e90e7b80e2026-10-19 19:54:38, matching_agentidentity id MBR-026146, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141604
- Record linked automaticallyc1635fea3d2026-10-19 19:52:09, matching_agentidentity id MBR-026146, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141604
- Record linked automatically584e6a129a2026-10-19 19:45:42, matching_agentidentity id MBR-026146, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141604
- Record linked automaticallycf1be542012026-10-19 19:32:31, matching_agentidentity id MBR-026146, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141604
- Record linked automatically3b884ac5732026-10-19 19:31:28, scoring_agentidentity id MBR-035442, confidence 0.937, method probabilistic, matched record TPA-63897, policy version 1