Record, CLM, bronze and silver
CLM-419588
Received 2026-08-11T19:38:48Z, line 56,206 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 | ·Stewart, Karen | Karen | Changed |
| Middle | R | R | Unchanged |
| Last name | ···· | Stewart | Changed |
| Date of birth | ···· | — | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-6135 | •••-••-6135 | Unchanged |
| Phone | 3985202442 | 3985202442 | Unchanged |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-5266 | GRP-5266 | Unchanged |
| Plan | UNKNOWN | — | 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
- Date of birth missingDate of birth absent or a null token; left empty
- 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 |
|---|---|---|---|---|
| CLM-419586 | 1.00 | Scored | — | Auto-linked |
| ENR-125807 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017304
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Stewart, 2000-02-02, 5 records, Verified
Evidence
Matched against CLM-419586
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically93449151142026-10-19 19:54:38, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419586, policy version 1
- Record linked automatically222e4af3172026-10-19 19:52:09, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419586, policy version 1
- Record linked automatically1b94898b4a2026-10-19 19:45:42, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419586, policy version 1
- Record linked automatically386afe76452026-10-19 19:32:31, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419586, policy version 1
- Record linked automatically8a5f67dc882026-10-19 19:31:28, matching_agentidentity id MBR-006320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125697