Record, CLM, bronze and silver
CLM-406350
Received 2026-07-31T08:22:40Z, line 22,461 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bishop | Bishop | Unchanged |
| Date of birth | 20060916 | 2006-09-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-31239-05 | UHC-31239-05 | Unchanged |
| SSN | •••-••-2502 | •••-••-2502 | Parsed |
| Phone | 211.534.2399 | 2115342399 | Parsed |
| null | — | Cleared | |
| Address | 4760 Canyon Road | 4760 Canyon Rd | Changed |
| City | Phoenix·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6032 | GRP-6032 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|bishop
- Address key
- 4760|canyon|phoenix
- Canonical first
- joseph
Quality flags
7 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-21852 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21853 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406349 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001948
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Bishop, 2006-09-16, 4 records, Verified
Evidence
Matched against PRV-21852
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically23510a0a3f2026-10-19 19:54:38, matching_agentidentity id MBR-001948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21852
- Record linked automaticallya96531c9b42026-10-19 19:52:08, matching_agentidentity id MBR-001948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21852
- Record linked automaticallyd4f23a8b7b2026-10-19 19:45:41, matching_agentidentity id MBR-001948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21852
- Record linked automaticallybb2f01c90d2026-10-19 19:32:31, matching_agentidentity id MBR-001948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21852
- Record linked automatically4da9f1cb1d2026-10-19 19:31:28, scoring_agentidentity id MBR-015687, confidence 1, method probabilistic, matched record CLM-406349, policy version 1