Record, CLM, bronze and silver
CLM-400872
Received 2026-10-13T20:53:36Z , line 75,503 of the CLM feed
CLMRule
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 | E. | E | Changed |
| Last name | ·NGUYEN | Nguyen | Changed |
| Date of birth | 14-03-1984 | 1984-03-14 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-77642-95 | UHC-77642-95 | Unchanged |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | ·2819 Palm Drive | 2819 Palm Dr | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77080 | 77080 | Unchanged |
| Group | GRP-8710 | GRP-8710 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- fatima|nguyen
- Address key
- 2819|palm|77080
- Canonical first
- fatima
Quality flags
7 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)
- 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 |
|---|---|---|---|---|
| CLM-400873 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101152 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015102
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Nguyen, 1984-03-14, 3 records, Verified
Evidence
Matched against CLM-400873
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically42dff3afd22026-10-22 12:43:54, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400873
- Record linked automaticallyb06f1f23942026-10-19 19:54:38, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400873
- Record linked automatically7775c700192026-10-19 19:52:09, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400873
- Record linked automatically266e6bcec22026-10-19 19:45:42, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400873
- Record linked automaticallyff977906792026-10-19 19:32:31, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400873
- Record linked automaticallybd98e890ff2026-10-19 19:31:28, matching_agentidentity id MBR-021371, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-101210