Record, CLM, bronze and silver
CLM-419587
Received 2026-03-04T03:50:36Z, line 72,083 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 | Stewart, Karen | Karen | Changed |
| Middle | R | R | Unchanged |
| Last name | — | Stewart | Changed |
| Date of birth | 2001-02-02 | 2001-02-02 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-89576-14 | UHC-89576-14 | Unchanged |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.68
- Name key
- karen|stewart
- Address key
- —
- Canonical first
- karen
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-125807 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-58640 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017304
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Karen Stewart, 2000-02-02, 5 records, Verified
Evidence
Matched against ENR-125807
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydd63de49102026-10-19 19:54:38, matching_agentidentity id MBR-017304, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125807
- Record linked automatically88f4126eeb2026-10-19 19:52:09, matching_agentidentity id MBR-017304, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125807
- Record linked automatically86cac71d0c2026-10-19 19:45:42, matching_agentidentity id MBR-017304, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125807
- Record linked automaticallyf7f396ad3c2026-10-19 19:32:31, matching_agentidentity id MBR-017304, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125807
- Record linked automatically0e73c4d5f42026-10-19 19:31:28, matching_agentidentity id MBR-025867, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-58540