Record, CLM, bronze and silver
CLM-406644
Received 2026-04-06T20:35:35Z, line 94,267 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Robertson | Robertson | Unchanged |
| Date of birth | 19541223 | 1954-12-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-29622-20 | UHC-29622-20 | Parsed |
| SSN | - | — | Cleared |
| Phone | 17529408338 | 7529408338 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 561 OCEAN AVENUE | 561 Ocean Ave | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 78228·· | 78228 | Changed |
| Group | GRP-2240 | GRP-2240 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- joyce|robertson
- Address key
- 561|ocean|78228
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- 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
- 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-406643 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108684 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016627
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Robertson, 1954-12-23, 3 records, Verified
Evidence
Matched against CLM-406643
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically36a63bd29e2026-10-22 12:43:54, matching_agentidentity id MBR-016627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406643
- Record linked automatically1224643d1b2026-10-19 19:54:38, matching_agentidentity id MBR-016627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406643
- Record linked automaticallyac3257df702026-10-19 19:52:09, matching_agentidentity id MBR-016627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406643
- Record linked automaticallyedea3913ca2026-10-19 19:45:42, matching_agentidentity id MBR-016627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406643
- Record linked automatically78c4da5a742026-10-19 19:32:31, matching_agentidentity id MBR-016627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406643
- Record linked automaticallyea919a14e42026-10-19 19:31:28, matching_agentidentity id MBR-008160, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108714