Record, CLM, bronze and silver
CLM-412200
Received 2026-10-04T03:35:54Z, line 1,917 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 | Jackson, Karen·· | Karen | Changed |
| Middle | Y | Y | Unchanged |
| Last name | — | Jackson | Changed |
| Date of birth | 1949-11-02 | 1949-11-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7416 | •••-••-7416 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 1976 Main Street | 1976 Main St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-4402 | GRP-4402 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.50
- Name key
- karen|jackson
- Address key
- 1976|main|tempe
- Canonical first
- karen
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan code upper-cased
- 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-116072 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412199 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008435
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Karen Jackson, 1949-11-02, 3 records, Verified
Evidence
Matched against ENR-116072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyad615c84bd2026-10-19 19:54:38, matching_agentidentity id MBR-008435, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116072
- Record linked automatically4d14e46e9b2026-10-19 19:52:09, matching_agentidentity id MBR-008435, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116072
- Record linked automatically919539a9da2026-10-19 19:45:42, matching_agentidentity id MBR-008435, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116072
- Record linked automaticallya030c014b82026-10-19 19:32:31, matching_agentidentity id MBR-008435, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116072
- Record linked automaticallyd6b34c4f422026-10-19 19:31:28, matching_agentidentity id MBR-001777, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116124