Record, CLM, bronze and silver
CLM-421094
Received 2026-06-01T16:07:00Z, line 79,056 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Karen | Karen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 7/15/1944 | 1944-07-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-16586-71 | UHC-16586-71 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8450 Indian School Rd | 8450 Indian School Rd | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 90035 | 90035 | Unchanged |
| Group | GRP-2712 | GRP-2712 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.94
- Name key
- karen|nichols
- Address key
- 8450|indian school|90035
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-59274 | 0.99 | Scored | — | Auto-linked |
| PRV-26219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127698 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009993
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Karen Nichols, 1944-07-15, 4 records, Verified
Evidence
Matched against TPA-59274
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye6e1365ed32026-10-22 12:43:54, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record TPA-59274, policy version 1
- Record linked automaticallybc0ebd64702026-10-19 19:54:38, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record TPA-59274, policy version 1
- Record linked automatically4bde7e82772026-10-19 19:52:09, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record TPA-59274, policy version 1
- Record linked automatically85a7d44a052026-10-19 19:45:42, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record TPA-59274, policy version 1
- Record linked automatically088b9750342026-10-19 19:32:31, scoring_agentidentity id MBR-009993, confidence 0.992, method probabilistic, matched record TPA-59274, policy version 1
- Record linked automatically8521bd2d142026-10-19 19:31:28, matching_agentidentity id MBR-030044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127666