Record, CLM , bronze and silver
CLM-406307
Received 2026-05-02T09:52:36Z, line 63,405 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | JACOBS | Jacobs | Changed |
| Date of birth | 1941-10-18 | 1941-10-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-48697-92 | UHC-48697-92 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 549-378-1961 | 5493781961 | Parsed |
| — | — | Unchanged | |
| Address | 5550 Lake View Road | 5550 Lake View Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85225 | 85225 | Unchanged |
| Group | GRP-5550 | GRP-5550 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- judith|jacobs
- Address key
- 5550|lake view|85225
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-108281 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406305 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006479
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judith Jacobs, 1941-10-18, 4 records, Verified
Evidence
Matched against CLM-406306
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically9275539c5a2026-10-22 12:43:53, matching_agentidentity id MBR-006479, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406306
- Record linked automatically46bd961e8b2026-10-19 19:54:38, matching_agentidentity id MBR-006479, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406306
- Record linked automatically2aa167257d2026-10-19 19:52:09, matching_agentidentity id MBR-006479, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406306
- Record linked automaticallyaebc27969d2026-10-19 19:45:42, matching_agentidentity id MBR-006479, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406306
- Record linked automaticallya67d69cf812026-10-19 19:32:31, matching_agentidentity id MBR-006479, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406306
- Record linked automatically56f05743312026-10-19 19:31:28, scoring_agentidentity id MBR-003737, confidence 1, method probabilistic, matched record CLM-406308, policy version 1