Record, CLM, bronze and silver
CLM-431870
Received 2026-09-10T15:14:26Z, line 90,762 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 | MICHAEL | Michael | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 07/05/1982 | 1982-07-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-87977-24 | UHC-87977-24 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 2312030340 | 2312030340 | Unchanged |
| null | — | Cleared | |
| Address | 6489 CAMELBACK RD | 6489 Camelback Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | - | — | Cleared |
| Group | GRP-6146 | GRP-6146 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.60
- Name key
- michael|mcdonald
- Address key
- 6489|camelback|gilbert
- Canonical first
- michael
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)
- 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
- Plan code upper-casedPlan code upper-cased
- 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-141837 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64061 | 0.94 | Scored | — | Auto-linked |
| PRV-29318 | 0.94 | Scored | — | Auto-linked |
| TPA-64060 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011892
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michael McDonald, 1982-07-05, 5 records, Verified
Evidence
Matched against ENR-141837
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically6e5c590beb2026-10-19 19:54:38, matching_agentidentity id MBR-011892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141837
- Record linked automatically58bb17dc2e2026-10-19 19:52:09, matching_agentidentity id MBR-011892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141837
- Record linked automaticallya00a7358ec2026-10-19 19:45:42, matching_agentidentity id MBR-011892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141837
- Record linked automatically7dcd9cdb1b2026-10-19 19:32:31, matching_agentidentity id MBR-011892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141837
- Record linked automaticallyf7360545202026-10-19 19:31:28, scoring_agentidentity id MBR-009899, confidence 1, method probabilistic, matched record CLM-431869, policy version 1