Record, CLM, bronze and silver
CLM-432482
Received 2026-03-02T05:02:26Z, line 18,596 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 | LUIS | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | JONEES·· | Jonees | Changed |
| Date of birth | 16-05-1948 | 1948-05-16 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-28777-79 | UHC-28777-79 | Unchanged |
| SSN | •••-••-8431 | •••-••-8431 | Unchanged |
| Phone | (977) 804-7251 | 9778047251 | Parsed |
| NULL | — | Cleared | |
| Address | 2298 Sage Court | 2298 Sage Ct | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | ·85096 | 85096 | Changed |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.46
- Name key
- luis|jonees
- Address key
- 2298|sage|85096
- Canonical first
- luis
Quality flags
9 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-142636 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29483 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003774
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Luis Jones, 1948-05-16, 3 records, Verified
Evidence
Matched against PRV-29483
| 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
5 hash-chained entries for this record
- Record linked automatically2cf90d52842026-10-19 19:54:38, matching_agentidentity id MBR-003774, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29483
- Record linked automaticallya73479f4872026-10-19 19:52:08, matching_agentidentity id MBR-003774, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29483
- Record linked automaticallyde19968aab2026-10-19 19:45:42, matching_agentidentity id MBR-003774, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29483
- Record linked automatically1983e7614c2026-10-19 19:32:31, matching_agentidentity id MBR-003774, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29483
- Record linked automatically6335a156972026-10-19 19:31:28, matching_agentidentity id MBR-031642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142814