Record, CLM, bronze and silver
CLM-408345
Received 2026-09-22T02:46:59Z , line 43,400 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 | Stephens, Brenda | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | Nov 26, 1963 | 1963-11-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-21755-58 | UHC-21755-58 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 5273 CHURCH STREET | 5273 Church St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85256 | 85256 | Unchanged |
| Group | GRP-2617 | GRP-2617 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.66
- Name key
- brenda|stephens
- Address key
- 5273|church|85256
- Canonical first
- brenda
Quality flags
5 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
- 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-111008 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408346 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408347 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011066
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brenda Stephens, 1963-11-26, 4 records, Verified
Evidence
Matched against ENR-111008
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallycc4beabfc82026-10-19 19:54:38, matching_agentidentity id MBR-011066, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111008
- Record linked automatically709dbd45ec2026-10-19 19:52:09, matching_agentidentity id MBR-011066, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111008
- Record linked automatically3d986910ba2026-10-19 19:45:42, matching_agentidentity id MBR-011066, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111008
- Record linked automatically9f71ca1cfd2026-10-19 19:32:31, matching_agentidentity id MBR-011066, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111008
- Record linked automatically30058ec6662026-10-19 19:31:28, matching_agentidentity id MBR-031830, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-110971