Record, CLM, bronze and silver
CLM-413384
Received 2026-03-30T06:13:15Z, line 68,983 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 | AAORN | Aaorn | Changed |
| Middle | — | — | Unchanged |
| Last name | LARSON | Larson | Changed |
| Date of birth | Dec 24, 1963 | 1963-12-24 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-22371-27 | UHC-22371-27 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (871) 371-1158 | 8713711158 | Parsed |
| NULL | — | Cleared | |
| Address | 6922 Grand Avenue | 6922 Grand Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | ·85321 | 85321 | Changed |
| Group | GRP-6994 | GRP-6994 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.74
- Name key
- aaorn|larson
- Address key
- 6922|grand|85321
- Canonical first
- aaorn
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-117563 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022953
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aaron Larson, 1963-12-24, 2 records, Verified
Evidence
Matched against ENR-117563
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2c9f6332a12026-10-22 12:43:54, matching_agentidentity id MBR-022953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117563
- Record linked automaticallya520ff5f1c2026-10-19 19:54:38, matching_agentidentity id MBR-022953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117563
- Record linked automatically845c1d2f012026-10-19 19:52:09, matching_agentidentity id MBR-022953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117563
- Record linked automatically037fb8f1142026-10-19 19:45:42, matching_agentidentity id MBR-022953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117563
- Record linked automatically6fcb5f06a22026-10-19 19:32:31, matching_agentidentity id MBR-022953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117563
- Record linked automaticallyaa58ffef752026-10-19 19:31:28, matching_agentidentity id MBR-021378, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413385