Record, CLM, bronze and silver
CLM-408783
Received 2026-04-11T03:53:32Z, line 586 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 | EUGENE | Eugene | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 1945-12-07 | 1945-12-07 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6661 | •••-••-6661 | Unchanged |
| Phone | N/A·· | — | Cleared |
| null | — | Cleared | |
| Address | 8379 VALLEY VIEW DR | 8379 Valley View Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-8163 | GRP-8163 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- eugene|arnold
- Address key
- 8379|valley view|gilbert
- Canonical first
- eugene
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-111584 | 0.93 | Scored | — | Auto-linked |
| TPA-53857 | 0.93 | Scored | — | Auto-linked |
| PRV-22604 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008600
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Eugene Arnold, 1945-12-07, 4 records, Verified
Evidence
Matched against ENR-111584
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically9d9726dbf22026-10-19 19:54:38, scoring_agentidentity id MBR-008600, confidence 0.929, method probabilistic, matched record ENR-111584, policy version 1
- Record linked automatically897e4682142026-10-19 19:52:09, scoring_agentidentity id MBR-008600, confidence 0.929, method probabilistic, matched record ENR-111584, policy version 1
- Record linked automaticallyeee1915a8f2026-10-19 19:45:42, scoring_agentidentity id MBR-008600, confidence 0.929, method probabilistic, matched record ENR-111584, policy version 1
- Record linked automatically55c2ab7b832026-10-19 19:32:31, scoring_agentidentity id MBR-008600, confidence 0.929, method probabilistic, matched record ENR-111584, policy version 1
- Record linked automatically597662c6d32026-10-19 19:31:28, scoring_agentidentity id MBR-033004, confidence 0.997, method probabilistic, matched record TPA-53899, policy version 1