Record, CLM , bronze and silver
CLM-401319
Received 2026-01-06T11:12:34Z, line 86,223 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 1/17/1955 | 1955-01-17 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-47254-57 | UHC-47254-57 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (484) 384-5346 | 4843845346 | Parsed |
| — | — | Unchanged | |
| Address | 6379 PINE DR | 6379 Pine Dr | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95808 | 95808 | Unchanged |
| Group | GRP-9014 | GRP-9014 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- marilyn|miller
- Address key
- 6379|pine|95808
- Canonical first
- marilyn
Quality flags
6 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
- 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-101701 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401316 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401321 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401318 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401317 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001763
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Miller, 1955-01-17, 7 records, Verified
Evidence
Matched against ENR-101701
| 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
5 hash-chained entries for this record
- Record linked automaticallyd0e508edac2026-10-19 19:54:38, matching_agentidentity id MBR-001763, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101701
- Record linked automaticallya4cafbe1592026-10-19 19:52:08, matching_agentidentity id MBR-001763, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101701
- Record linked automatically152e3d5f542026-10-19 19:45:41, matching_agentidentity id MBR-001763, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101701
- Record linked automatically1fcd2dc03d2026-10-19 19:32:31, matching_agentidentity id MBR-001763, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101701
- Record linked automatically4f104604672026-10-19 19:31:28, matching_agentidentity id MBR-036440, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401320