Record, CLM, bronze and silver
CLM-426186
Received 2026-08-09T05:29:16Z, line 27,765 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 | ABBY | Abby | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | ·19830814 | 1983-08-14 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-73153-32 | UHC-73153-32 | Unchanged |
| SSN | •••-••-3043 | •••-••-3043 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | ·null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- abigail|nguyen
- Address key
- —
- Canonical first
- abigail
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)
- 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-134303 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041040
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Abigaail Nguyen, 1983-08-14, 2 records, Verified
Evidence
Matched against ENR-134303
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd8dc93c7ce2026-10-22 12:43:55, matching_agentidentity id MBR-041040, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134303
- Record linked automatically5fbb9c1fcf2026-10-19 19:54:39, matching_agentidentity id MBR-041040, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134303
- Record linked automaticallyeccbb06acd2026-10-19 19:52:09, matching_agentidentity id MBR-041040, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134303
- Record linked automatically56238ceb112026-10-19 19:45:42, matching_agentidentity id MBR-041040, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134303
- Record linked automatically2ae242e2382026-10-19 19:32:31, matching_agentidentity id MBR-041040, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134303