Record, CLM, bronze and silver
CLM-423935
Received 2026-08-10T00:42:33Z, line 90,451 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 | Ken | Ken | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | Feb 15, 1978 | 1978-02-15 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4733 | •••-••-4733 | Unchanged |
| Phone | 214.204.1538 | 2142041538 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9563 | GRP-9563 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- kenneth|johnston
- Address key
- —
- Canonical first
- kenneth
Quality flags
3 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
- 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-131309 | 1.00 | Scored | — | Auto-linked |
| CLM-423934 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015283
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kenneth Johnston, 1978-02-15, 3 records, Verified
Evidence
Matched against ENR-131309
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically92c7134fef2026-10-22 12:43:54, scoring_agentidentity id MBR-015283, confidence 1, method probabilistic, matched record ENR-131309, policy version 1
- Record linked automatically799c2a8a932026-10-19 19:54:38, scoring_agentidentity id MBR-015283, confidence 1, method probabilistic, matched record ENR-131309, policy version 1
- Record linked automatically1f20327cea2026-10-19 19:52:09, scoring_agentidentity id MBR-015283, confidence 1, method probabilistic, matched record ENR-131309, policy version 1
- Record linked automatically4913b40e8b2026-10-19 19:45:42, scoring_agentidentity id MBR-015283, confidence 1, method probabilistic, matched record ENR-131309, policy version 1
- Record linked automatically67977ed8822026-10-19 19:32:31, scoring_agentidentity id MBR-015283, confidence 1, method probabilistic, matched record ENR-131309, policy version 1
- Record linked automatically001e6993252026-10-19 19:31:28, scoring_agentidentity id MBR-017939, confidence 1, method probabilistic, matched record ENR-131488, policy version 1