Record, CLM, bronze and silver
CLM-408311
Received 2026-04-02T14:19:47Z, line 39,610 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 | Gibson, Arjun | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gibson | Changed |
| Date of birth | 23-05-1957 | 1957-05-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC3749467 | UHC-37494-67 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 17463064156 | 7463064156 | Parsed |
| — | — | Unchanged | |
| Address | 2796 BAYSHORE DRIVE | 2796 Bayshore Dr | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3917·· | GRP-3917 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- arjun|gibson
- Address key
- 2796|bayshore|glendale
- Canonical first
- arjun
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| ENR-110972 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023598
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Gibson, 1957-05-23, 2 records, Verified
Evidence
Matched against ENR-110972
| 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 | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically103664c8ee2026-10-19 19:54:38, matching_agentidentity id MBR-023598, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110972
- Record linked automatically8c1e82538e2026-10-19 19:52:09, matching_agentidentity id MBR-023598, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110972
- Record linked automatically58970248dd2026-10-19 19:45:42, matching_agentidentity id MBR-023598, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110972
- Record linked automatically6923d685252026-10-19 19:32:31, matching_agentidentity id MBR-023598, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110972
- Record linked automatically069908c2232026-10-19 19:31:28, matching_agentidentity id MBR-019641, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110911