Record, CLM, bronze and silver
CLM-410705
Received 2026-04-24T09:46:54Z, line 7,074 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 | Jacob | Jacob | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1989-01-28 | 1989-01-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-4512 | •••-••-4512 | Unchanged |
| Phone | 6762152256 | 6762152256 | Unchanged |
| - | — | Cleared | |
| Address | 8303 Park Pl | 8303 Park Pl | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75027 | 75027 | Unchanged |
| Group | GRP-6298 | GRP-6298 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.96
- Name key
- jacob|johnston
- Address key
- 8303|park|75027
- Canonical first
- jacob
Quality flags
2 raised during normalisation
- 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-410706 | 1.00 | Scored | — | Auto-linked |
| ENR-114051 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027456
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob Johnston, 1989-01-28, 3 records, Verified
Evidence
Matched against CLM-410706
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc21b83566a2026-10-19 19:54:38, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410706, policy version 1
- Record linked automatically88c11019452026-10-19 19:52:09, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410706, policy version 1
- Record linked automatically7cd3896e1a2026-10-19 19:45:42, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410706, policy version 1
- Record linked automaticallybf055aac342026-10-19 19:32:31, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410706, policy version 1
- Record linked automatically94334d76602026-10-19 19:31:28, scoring_agentidentity id MBR-000610, confidence 1, method probabilistic, matched record CLM-410706, policy version 1