Record, CLM, bronze and silver
CLM-423251
Received 2026-04-11T08:07:49Z, line 68,134 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 | Campbell, Larry | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Campbell | Changed |
| Date of birth | 10/28/1950 | 1950-10-28 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-12054-79 | UHC-12054-79 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 466-569-9102 | 4665699102 | Parsed |
| ·null | — | Cleared | |
| Address | 5628 RIDGE RD | 5628 Ridge Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37223 | 37223 | Unchanged |
| Group | GRP-6432 | GRP-6432 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- larry|campbell
- Address key
- 5628|ridge|37223
- Canonical first
- larry
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
- 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-130404 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025055
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Campbell, 1950-10-28, 2 records, Verified
Evidence
Matched against ENR-130404
| 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically47780c09752026-10-19 19:54:38, matching_agentidentity id MBR-025055, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130404
- Record linked automaticallyed6e06f3712026-10-19 19:52:09, matching_agentidentity id MBR-025055, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130404
- Record linked automatically3f8565dc722026-10-19 19:45:42, matching_agentidentity id MBR-025055, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130404
- Record linked automatically33b9abe3052026-10-19 19:32:31, matching_agentidentity id MBR-025055, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130404
- Record linked automaticallya6ce69a20f2026-10-19 19:31:28, matching_agentidentity id MBR-017004, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130615