Record, CLM, bronze and silver
CLM-417382
Received 2026-03-08T11:00:28Z, line 44,172 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | ·MILLER | Miller | Changed |
| Date of birth | 1996-01-18 | 1996-01-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2442 | •••-••-2442 | Unchanged |
| Phone | — | — | Unchanged |
| NATALIE.MILLER@OUTLOOK.COM·· | natalie.miller@outlook.com | Changed | |
| Address | 9031 Apache Blvd | 9031 Apache Blvd | Unchanged |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85210 | 85210 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- natalie|miller
- Address key
- 9031|apache|85210
- Canonical first
- natalie
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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-122913 | 0.88 | Scored | — | Auto-linked |
| PRV-25157 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000701
- Method
- Scored
- Confidence
- 0.88
- Rule
- weighted score, no rule
Golden record: Natalie Miller, 1995-01-18, 3 records, Verified
Evidence
Matched against ENR-122913
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc283920f602026-10-19 19:54:38, scoring_agentidentity id MBR-000701, confidence 0.875, method probabilistic, matched record ENR-122913, policy version 1
- Record linked automatically498faaa0c72026-10-19 19:52:08, scoring_agentidentity id MBR-000701, confidence 0.875, method probabilistic, matched record ENR-122913, policy version 1
- Record linked automaticallyb9284d4cbb2026-10-19 19:45:41, scoring_agentidentity id MBR-000701, confidence 0.875, method probabilistic, matched record ENR-122913, policy version 1
- Record linked automatically6f3082c3852026-10-19 19:32:31, scoring_agentidentity id MBR-000701, confidence 0.875, method probabilistic, matched record ENR-122913, policy version 1
- Record linked automatically37193160fd2026-10-19 19:31:28, matching_agentidentity id MBR-030016, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122769