Record, CLM, bronze and silver
CLM-408530
Received 2026-04-20T14:12:53Z, line 41,997 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 | ·JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | 19980617 | 1998-06-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-47353-96 | UHC-47353-96 | Unchanged |
| SSN | •••-••-3403 | •••-••-3403 | Unchanged |
| Phone | (989) 744-4303 | 9897444303 | Parsed |
| — | — | Unchanged | |
| Address | 7492 MARKET STREET | 7492 Market St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-8103 | GRP-8103 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.60
- Name key
- judith|dean
- Address key
- 7492|market|mesa
- Canonical first
- judith
Quality flags
8 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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-408529 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22519 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22520 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026837
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judith Dean, 1998-06-17, 4 records, Verified
Evidence
Matched against CLM-408529
| 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
6 hash-chained entries for this record
- Record linked automatically2eb10133592026-10-22 12:43:54, matching_agentidentity id MBR-026837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408529
- Record linked automaticallyc1235a92022026-10-19 19:54:38, matching_agentidentity id MBR-026837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408529
- Record linked automaticallyb21ad208502026-10-19 19:52:09, matching_agentidentity id MBR-026837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408529
- Record linked automatically146463efd52026-10-19 19:45:42, matching_agentidentity id MBR-026837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408529
- Record linked automaticallyf47d9f61052026-10-19 19:32:31, matching_agentidentity id MBR-026837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408529
- Record linked automatically222cea56912026-10-19 19:31:28, scoring_agentidentity id MBR-004837, confidence 1, method probabilistic, matched record CLM-408531, policy version 1