Record, CLM, bronze and silver
CLM-403720
Received 2026-03-09T18:04:56Z, line 97,176 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 | Rios, Jessica | Jessica | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Rios | Changed |
| Date of birth | 04-07-1949 | 1949-07-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-96873-05 | UHC-96873-05 | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | ·552 SPRING STREET | 552 Spring St | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28238-5367 | 28238 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- jessica|rios
- Address key
- 552|spring|28238
- Canonical first
- jessica
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-403719 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104834 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-21049 | 0.72 | Scored | — | Sent to steward |
| TPA-51615 | 0.72 | Scored | — | Sent to steward |
| TPA-51616 | 0.72 | Scored | — | Sent to steward |
| TPA-51614 | 0.72 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001583
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jessica Rios, 1950-07-04, 7 records, Verified
Evidence
Matched against CLM-403719
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7937bd113b2026-10-19 19:54:38, matching_agentidentity id MBR-001583, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403719
- Record linked automatically993225152f2026-10-19 19:52:08, matching_agentidentity id MBR-001583, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403719
- Record linked automatically853f9a7bdb2026-10-19 19:45:41, matching_agentidentity id MBR-001583, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403719
- Record linked automatically7f41b7e0e72026-10-19 19:32:31, matching_agentidentity id MBR-001583, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403719
- Record linked automatically1f60cfb5da2026-10-19 19:31:28, scoring_agentidentity id MBR-026290, confidence 1, method probabilistic, matched record TPA-51675, policy version 1