Record, CLM, bronze and silver
CLM-426574
Received 2026-02-27T02:26:32Z, line 35,232 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 | Wells | Wells | Unchanged |
| Date of birth | 18-11-1988 | 1988-11-18 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-9545 | •••-••-9545 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 3694 SAGE CT | 3694 Sage Ct | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75215 | 75215 | Unchanged |
| Group | GRP-8868 | GRP-8868 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- joyce|wells
- Address key
- 3694|sage|75215
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-61739 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134853 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016177
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joyce Wells, 1988-11-18, 3 records, Verified
Evidence
Matched against TPA-61739
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3bb1e5592a2026-10-19 19:54:38, matching_agentidentity id MBR-016177, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61739
- Record linked automatically5a6eb3a1cf2026-10-19 19:52:09, matching_agentidentity id MBR-016177, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61739
- Record linked automatically9ce783c6cf2026-10-19 19:45:42, matching_agentidentity id MBR-016177, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61739
- Record linked automaticallyc2aa01a8152026-10-19 19:32:31, matching_agentidentity id MBR-016177, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61739
- Record linked automatically30d6b91e2f2026-10-19 19:31:28, matching_agentidentity id MBR-028268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135152