Record, CLM, bronze and silver
CLM-406268
Received 2026-08-21T14:16:20Z, line 82,837 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 | ·FATIMA | Fatima | Changed |
| Middle | K. | K | Changed |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 19650725 | 1965-07-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (228) 607-9747 | 2286079747 | Parsed |
| — | — | Unchanged | |
| Address | 8557 Camelback Rd·· | 8557 Camelback Rd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 33104 | 33104 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- fatima|nguyen
- Address key
- 8557|camelback|33104
- Canonical first
- fatima
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-108224 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017820
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Nguyen, 1965-07-25, 2 records, Verified
Evidence
Matched against ENR-108224
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf4426d55f52026-10-22 12:43:54, scoring_agentidentity id MBR-017820, confidence 1, method probabilistic, matched record ENR-108224, policy version 1
- Record linked automatically40ae76cb6d2026-10-19 19:54:38, scoring_agentidentity id MBR-017820, confidence 1, method probabilistic, matched record ENR-108224, policy version 1
- Record linked automatically7fcc087b2b2026-10-19 19:52:09, scoring_agentidentity id MBR-017820, confidence 1, method probabilistic, matched record ENR-108224, policy version 1
- Record linked automatically716a6e90fd2026-10-19 19:45:42, scoring_agentidentity id MBR-017820, confidence 1, method probabilistic, matched record ENR-108224, policy version 1
- Record linked automaticallye718afe53b2026-10-19 19:32:31, scoring_agentidentity id MBR-017820, confidence 1, method probabilistic, matched record ENR-108224, policy version 1