Record, CLM, bronze and silver
CLM-402138
Received 2026-01-27T13:34:11Z, line 38,430 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 | Bruce | Bruce | Unchanged |
| Middle | ·B. | B | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 08/10/57·· | 1957-08-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-9121 | •••-••-9121 | Unchanged |
| Phone | — | — | Unchanged |
| ·null | — | Cleared | |
| Address | 3273 Harbor Boulevard | 3273 Harbor Blvd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75275 | 75275 | Unchanged |
| Group | GRP-7041 | GRP-7041 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- bruce|johnston
- Address key
- 3273|harbor|75275
- Canonical first
- bruce
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| CLM-402141 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-402142 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-402139 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-20625 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008126
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Bruce Johnston, 1957-08-10, 6 records, Verified
Evidence
Matched against CLM-402141
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically284746f90e2026-10-19 19:54:38, matching_agentidentity id MBR-008126, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402141
- Record linked automatically57ad03832d2026-10-19 19:52:09, matching_agentidentity id MBR-008126, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402141
- Record linked automatically2069c42ca02026-10-19 19:45:42, matching_agentidentity id MBR-008126, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402141
- Record linked automatically9a621cf5362026-10-19 19:32:31, matching_agentidentity id MBR-008126, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-402141
- Record linked automaticallya58a97a5df2026-10-19 19:31:28, scoring_agentidentity id MBR-003190, confidence 1, method probabilistic, matched record CLM-402139, policy version 1