Record, CLM, bronze and silver
CLM-432002
Received 2026-06-29T22:09:36Z, line 52,605 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 | Johnson, Maark | Maark | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | 1938-08-27 | 1938-08-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | •••-••-1172 | •••-••-1172 | Parsed |
| Phone | 6626538832 | 6626538832 | Unchanged |
| — | — | Unchanged | |
| Address | 3509 Main St | 3509 Main St | Unchanged |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93775-9496 | 93775 | Changed |
| Group | GRP-1953 | GRP-1953 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- maark|johnson
- Address key
- 3509|main|93775
- Canonical first
- maark
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-64114 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028541
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Maark Johnson, 1938-08-27, 2 records, Verified
Evidence
Matched against TPA-64114
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf3948eeef02026-10-22 12:43:54, matching_agentidentity id MBR-028541, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64114
- Record linked automaticallyd0aa836e532026-10-19 19:54:38, matching_agentidentity id MBR-028541, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64114
- Record linked automatically37414d7d592026-10-19 19:52:09, matching_agentidentity id MBR-028541, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64114
- Record linked automatically8f587d17ce2026-10-19 19:45:42, matching_agentidentity id MBR-028541, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64114
- Record linked automaticallya84fa221e72026-10-19 19:32:31, matching_agentidentity id MBR-028541, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64114
- Record linked automaticallyb88024d3542026-10-19 19:31:28, scoring_agentidentity id MBR-014959, confidence 1, method probabilistic, matched record CLM-432003, policy version 1