Record, CLM, bronze and silver
CLM-413910
Received 2026-05-06T18:53:21Z, line 62,269 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 | paul | Paul | Changed |
| Middle | — | — | Unchanged |
| Last name | knight | Knight | Changed |
| Date of birth | 1972-09-06 | 1972-09-06 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-5100 | •••-••-5100 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | -·· | — | Cleared |
| State | ···· | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- paul|knight
- Address key
- —
- Canonical first
- paul
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-413911 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029438
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Paul Knight, 1972-09-06, 2 records, Verified
Evidence
Matched against CLM-413911
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically7174a8f07f2026-10-19 19:54:38, matching_agentidentity id MBR-029438, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413911
- Record linked automaticallyb6103093052026-10-19 19:52:09, matching_agentidentity id MBR-029438, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413911
- Record linked automaticallyb7fa88548d2026-10-19 19:45:42, matching_agentidentity id MBR-029438, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413911
- Record linked automaticallyb3e666ba572026-10-19 19:32:31, matching_agentidentity id MBR-029438, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413911
- Record linked automatically6957af2a3d2026-10-19 19:31:28, matching_agentidentity id MBR-019391, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118291