Record, CLM, bronze and silver
CLM-416312
Received 2026-02-02T10:32:59Z, line 2,934 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 | kathleen | Kathleen | Changed |
| Middle | — | — | Unchanged |
| Last name | johnston | Johnston | Changed |
| Date of birth | 1964-01-05 | 1964-01-05 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6516 | •••-••-6516 | Unchanged |
| Phone | 659.606.9361 | 6596069361 | Parsed |
| — | — | Unchanged | |
| Address | 1204 Highland Avenue | 1204 Highland Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4008 | GRP-4008 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- kathleen|johnston
- Address key
- 1204|highland|los angeles
- Canonical first
- kathleen
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-121468 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416313 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57164 | 0.93 | Scored | — | Auto-linked |
| TPA-57163 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009752
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kathleen Johnston, 1964-01-05, 4 records, Verified
Evidence
Matched against ENR-121468
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8e7d5e35692026-10-19 19:54:38, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121468
- Record linked automatically46eb62f8202026-10-19 19:52:09, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121468
- Record linked automaticallyd972e0cd112026-10-19 19:45:42, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121468
- Record linked automatically096c377d4f2026-10-19 19:32:31, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121468
- Record linked automaticallya4a7e7d89f2026-10-19 19:31:28, matching_agentidentity id MBR-009308, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24771