Record, CLM, bronze and silver
CLM-407177
Received 2026-01-07T13:27:23Z, line 72,063 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 | Unchanged |
| Middle | T | T | Unchanged |
| Last name | Wallace | Wallace | Unchanged |
| Date of birth | 1970-07-11 | 1970-07-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| AHMED.WALLACE39@GMAIL.COM | ahmed.wallace39@gmail.com | Changed | |
| Address | 4100 CEDAR LN | 4100 Cedar Ln | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.52
- Name key
- ahmed|wallace
- Address key
- 4100|cedar|scottsdale
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
- 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-109381 | 0.94 | Scored | — | Auto-linked |
| CLM-407176 | 0.93 | Scored | — | Auto-linked |
| CLM-407175 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002083
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Ahmed Wallace, 1970-07-11, 5 records, Verified
Evidence
Matched against ENR-109381
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya937ce002b2026-10-19 19:54:38, scoring_agentidentity id MBR-002083, confidence 0.937, method probabilistic, matched record ENR-109381, policy version 1
- Record linked automatically8e62afc8a62026-10-19 19:52:08, scoring_agentidentity id MBR-002083, confidence 0.937, method probabilistic, matched record ENR-109381, policy version 1
- Record linked automaticallye11fc437222026-10-19 19:45:41, scoring_agentidentity id MBR-002083, confidence 0.937, method probabilistic, matched record ENR-109381, policy version 1
- Record linked automaticallyefb9328edc2026-10-19 19:32:31, scoring_agentidentity id MBR-002083, confidence 0.937, method probabilistic, matched record ENR-109381, policy version 1
- Record linked automatically4362f74cba2026-10-19 19:31:28, matching_agentidentity id MBR-010490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109379