Record, CLM, bronze and silver
CLM-430290
Received 2026-06-14T22:32:57Z, line 81,635 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 | JOE | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | ANDERSON | Anderson | Changed |
| Date of birth | 7/18/1955 | 1955-07-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-19479-04 | UHC-19479-04 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 831-503-9221 | 8315039221 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 862 Valley View Drive Apt 20 | 862 Valley View Dr Apt 20 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85216 | 85216 | Unchanged |
| Group | GRP-7554 | GRP-7554 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- joseph|anderson
- Address key
- 862|valley view|85216
- Canonical first
- joseph
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-430289 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430287 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430288 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000256
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Anderson, 1955-07-18, 4 records, Verified
Evidence
Matched against CLM-430287
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd9e0b069592026-10-19 19:54:38, matching_agentidentity id MBR-000256, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430287
- Record linked automatically2831e6a2852026-10-19 19:52:08, matching_agentidentity id MBR-000256, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430287
- Record linked automatically3fa9af32c72026-10-19 19:45:41, matching_agentidentity id MBR-000256, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430287
- Record linked automaticallyada1c359942026-10-19 19:32:31, matching_agentidentity id MBR-000256, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430287
- Record linked automaticallya5025c78172026-10-19 19:31:28, scoring_agentidentity id MBR-001902, confidence 1, method probabilistic, matched record CLM-430291, policy version 1