Record, CLM, bronze and silver
CLM-413941
Received 2026-06-20T18:31:22Z, line 45,549 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 | Albert | Albert | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marsshall·· | Marsshall | Changed |
| Date of birth | 1991-07-04 | 1991-07-04 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 2196705939 | 2196705939 | Unchanged |
| ·UNKNOWN | — | Cleared | |
| Address | 8011 Maple Avenue #643 | 8011 Maple Ave # 643 | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-2688 | GRP-2688 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- albert|marsshall
- Address key
- 8011|maple|plano
- Canonical first
- albert
Quality flags
6 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-413938 | 0.99 | Scored | — | Auto-linked |
| CLM-413939 | 0.93 | Scored | — | Auto-linked |
| ENR-118235 | 0.93 | Scored | — | Auto-linked |
| ENR-118234 | 0.92 | Scored | — | Auto-linked |
| CLM-413940 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023427
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Albert Marshall, 1991-07-04, 6 records, Verified
Evidence
Matched against CLM-413938
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically62bacf12e92026-10-19 19:54:38, scoring_agentidentity id MBR-023427, confidence 0.995, method probabilistic, matched record CLM-413938, policy version 1
- Record linked automaticallyfc824175f52026-10-19 19:52:09, scoring_agentidentity id MBR-023427, confidence 0.995, method probabilistic, matched record CLM-413938, policy version 1
- Record linked automatically54a567ce292026-10-19 19:45:42, scoring_agentidentity id MBR-023427, confidence 0.995, method probabilistic, matched record CLM-413938, policy version 1
- Record linked automatically1758ea22bf2026-10-19 19:32:31, scoring_agentidentity id MBR-023427, confidence 0.995, method probabilistic, matched record CLM-413938, policy version 1
- Record linked automaticallydc1f4f37a22026-10-19 19:31:28, matching_agentidentity id MBR-021595, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118329