Record, CLM, bronze and silver
CLM-400338
Received 2026-09-30T18:33:44Z, line 50,747 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | LITTLE | Little | Changed |
| Date of birth | 19410204 | 1941-02-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-5283 | •••-••-5283 | Parsed |
| Phone | (848) 780-6162 | 8487806162 | Parsed |
| — | — | Unchanged | |
| Address | ·3843 ELM ST #201 | 3843 Elm St # 201 | Changed |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85760 | 85760 | Unchanged |
| Group | GRP-5234 | GRP-5234 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.32
- Name key
- ralph|little
- Address key
- 3843|elm|85760
- Canonical first
- ralph
Quality flags
10 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| ENR-100464 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028190
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Ralph Little, 1941-02-04, 2 records, Verified
Evidence
Matched against ENR-100464
| 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 | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya9b058a3ee2026-10-19 19:54:38, matching_agentidentity id MBR-028190, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100464
- Record linked automatically65ea9dcfcc2026-10-19 19:52:09, matching_agentidentity id MBR-028190, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100464
- Record linked automatically4dfbdfb2cd2026-10-19 19:45:42, matching_agentidentity id MBR-028190, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100464
- Record linked automatically89bafc73172026-10-19 19:32:31, matching_agentidentity id MBR-028190, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100464
- Record linked automatically741daab73a2026-10-19 19:31:28, matching_agentidentity id MBR-037868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100494