Record, CLM, bronze and silver
CLM-412870
Received 2026-08-04T03:53:29Z, line 47,756 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 | Nancy | Nancy | Unchanged |
| Middle | ·L. | L | Changed |
| Last name | Tran | Tran | Unchanged |
| Date of birth | 19670504 | 1967-05-04 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3832 | •••-••-3832 | Unchanged |
| Phone | 19308262631 | 9308262631 | Parsed |
| - | — | Cleared | |
| Address | 3686 Union St | 3686 Union St | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85010-5707 | 85010 | Changed |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- nancy|tran
- Address key
- 3686|union|85010
- Canonical first
- nancy
Quality flags
4 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-116919 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412871 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412872 | 0.88 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040559
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Nancy Tran, 1967-05-04, 4 records, Verified
Evidence
Matched against ENR-116919
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically227323faf92026-10-22 12:43:55, matching_agentidentity id MBR-040559, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116919
- Record linked automaticallydd105360db2026-10-19 19:54:39, matching_agentidentity id MBR-040559, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116919
- Record linked automatically9378e298fa2026-10-19 19:52:09, matching_agentidentity id MBR-040559, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116919
- Record linked automatically18c997a3012026-10-19 19:45:42, matching_agentidentity id MBR-040559, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116919
- Record linked automatically2a3c25491a2026-10-19 19:32:31, matching_agentidentity id MBR-040559, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116919
- Record linked automatically0460064c1f2026-10-19 19:31:28, scoring_agentidentity id MBR-019312, confidence 1, method probabilistic, matched record ENR-117009, policy version 1