Record, CLM, bronze and silver
CLM-416728
Received 2026-02-01T12:08:21Z , line 67,497 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 | AHMED | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 1944-10-12 | 1944-10-12 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-4918 | •••-••-4918 | Unchanged |
| Phone | - | — | Cleared |
| AHMED.MARSHALL@GMAIL.COM | ahmed.marshall@gmail.com | Changed | |
| Address | 6570 Lincoln Way | 6570 Lincoln Way | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85335 | 85335 | Changed |
| Group | GRP-8726 | GRP-8726 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- ahmed|marshall
- Address key
- 6570|lincoln|85335
- Canonical first
- ahmed
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Email lower-casedEmail lower-cased
- 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-416727 | 1.00 | Scored | — | Auto-linked |
| ENR-121971 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008618
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Marshall, 1944-10-12, 3 records, Verified
Evidence
Matched against CLM-416727
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically98a6c9fc702026-10-22 12:43:54, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-416727, policy version 1
- Record linked automatically712d21090a2026-10-19 19:54:38, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-416727, policy version 1
- Record linked automatically31ca8046c12026-10-19 19:52:09, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-416727, policy version 1
- Record linked automatically45266b11d82026-10-19 19:45:42, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-416727, policy version 1
- Record linked automaticallycd4991c0b22026-10-19 19:32:31, scoring_agentidentity id MBR-008618, confidence 1, method probabilistic, matched record CLM-416727, policy version 1
- Record linked automatically2f5bd315602026-10-19 19:31:28, matching_agentidentity id MBR-010953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416726