Record, CLM, bronze and silver
CLM-416313
Received 2026-09-29T01:08:30Z , line 51,584 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 | Kathy | Kathy | Unchanged |
| Middle | W. | W | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 05-01-1964 | 1964-01-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6516 | •••-••-6516 | Parsed |
| Phone | +1 659 606 9361 | 6596069361 | Parsed |
| - | — | Cleared | |
| Address | 5071 Elm Street | 5071 Elm St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33109 | 33109 | Unchanged |
| Group | GRP-4008 | GRP-4008 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- kathleen|johnston
- Address key
- 5071|elm|33109
- Canonical first
- kathleen
Quality flags
6 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-416312 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-121468 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57163 | 0.83 | Scored | — | Sent to steward |
| TPA-57164 | 0.75 | 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 CLM-416312
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically35d1bd08692026-10-19 19:54:38, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-416312
- Record linked automaticallye6d71468ef2026-10-19 19:52:09, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-416312
- Record linked automatically50b6ff256b2026-10-19 19:45:42, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-416312
- Record linked automatically7d41b5546e2026-10-19 19:32:31, matching_agentidentity id MBR-009752, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-416312
- Record linked automaticallyd5e820fc812026-10-19 19:31:28, scoring_agentidentity id MBR-022805, confidence 0.996, method probabilistic, matched record TPA-57098, policy version 1