Record, CLM, bronze and silver
CLM-403395
Received 2026-08-07T19:12:07Z, line 39,717 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 | Y | Y | Unchanged |
| Last name | Ferguson | Ferguson | Unchanged |
| Date of birth | Apr 4, 1965 | 1965-04-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 7654 VALLEY VIEW DR | 7654 Valley View Dr | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28282 | 28282 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- ahmed|ferguson
- Address key
- 7654|valley view|28282
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-104416 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020673
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Ferguson, 1965-04-04, 2 records, Verified
Evidence
Matched against ENR-104416
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically34fb06b1ab2026-10-19 19:54:38, scoring_agentidentity id MBR-020673, confidence 1, method probabilistic, matched record ENR-104416, policy version 1
- Record linked automatically58fa98c30b2026-10-19 19:52:09, scoring_agentidentity id MBR-020673, confidence 1, method probabilistic, matched record ENR-104416, policy version 1
- Record linked automaticallyd7963d68622026-10-19 19:45:42, scoring_agentidentity id MBR-020673, confidence 1, method probabilistic, matched record ENR-104416, policy version 1
- Record linked automatically349f5d18562026-10-19 19:32:31, scoring_agentidentity id MBR-020673, confidence 1, method probabilistic, matched record ENR-104416, policy version 1
- Record linked automatically240b4470ab2026-10-19 19:31:28, scoring_agentidentity id MBR-009804, confidence 1, method probabilistic, matched record CLM-403396, policy version 1