Record, CLM, bronze and silver
CLM-430559
Received 2026-07-21T11:57:34Z, line 65,543 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 | Valentina | Valentina | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 12/19/1981 | 1981-12-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 8285 Apache Blvd | 8285 Apache Blvd | Unchanged |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.82
- Name key
- valentina|johnston
- Address key
- 8285|apache|dallas
- Canonical first
- valentina
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)
- ZIP missingStreet address present but no ZIP supplied
- 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-140124 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029935
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Valentina Johnston, 1981-12-19, 3 records, Verified
Evidence
Matched against ENR-140124
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyef74fd2beb2026-10-22 12:43:54, scoring_agentidentity id MBR-029935, confidence 0.925, method probabilistic, matched record ENR-140124, policy version 1
- Record linked automaticallyc91fe548c52026-10-19 19:54:38, scoring_agentidentity id MBR-029935, confidence 0.925, method probabilistic, matched record ENR-140124, policy version 1
- Record linked automatically6b5dcb843c2026-10-19 19:52:09, scoring_agentidentity id MBR-029935, confidence 0.925, method probabilistic, matched record ENR-140124, policy version 1
- Record linked automaticallyb8cc6af32f2026-10-19 19:45:42, scoring_agentidentity id MBR-029935, confidence 0.925, method probabilistic, matched record ENR-140124, policy version 1
- Record linked automatically9a6d3948022026-10-19 19:32:31, scoring_agentidentity id MBR-029935, confidence 0.925, method probabilistic, matched record ENR-140124, policy version 1
- Record linked automaticallyc4f26ffce32026-10-19 19:31:28, scoring_agentidentity id MBR-015271, confidence 1, method probabilistic, matched record ENR-140327, policy version 1