Record, CLM, bronze and silver
CLM-417820
Received 2026-05-23T19:49:39Z, line 15,503 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 | Rachel | Rachel | Unchanged |
| Middle | L | L | Unchanged |
| Last name | Knight | Knight | Unchanged |
| Date of birth | 19-08-1952 | 1952-08-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | -·· | — | Cleared |
| SSN | •••-••-3452 | •••-••-3452 | Unchanged |
| Phone | 596-229-8603 | 5962298603 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | GRP-5154·· | GRP-5154 | Changed |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- rachel|knight
- Address key
- —
- Canonical first
- rachel
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-123431 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032025
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Rachel Knight, 1952-08-19, 2 records, Verified
Evidence
Matched against ENR-123431
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically541a96a68f2026-10-22 12:43:54, matching_agentidentity id MBR-032025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123431
- Record linked automaticallyb2d77809b92026-10-19 19:54:38, matching_agentidentity id MBR-032025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123431
- Record linked automaticallybfc23df4662026-10-19 19:52:09, matching_agentidentity id MBR-032025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123431
- Record linked automatically899fda5aa62026-10-19 19:45:42, matching_agentidentity id MBR-032025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123431
- Record linked automaticallyc99a22237b2026-10-19 19:32:31, matching_agentidentity id MBR-032025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123431
- Record linked automatically0271037b592026-10-19 19:31:28, scoring_agentidentity id MBR-019671, confidence 0.857, method probabilistic, matched record ENR-123304, policy version 1