Record, CLM, bronze and silver
CLM-429238
Received 2026-07-03T04:46:48Z, line 91,610 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 | Brown, Sandra | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Brown | Changed |
| Date of birth | 05-02-2005 | 2005-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-38120-34 | UHC-38120-34 | Unchanged |
| SSN | •••-••-5620 | •••-••-5620 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 4287 Central Avenue | 4287 Central Ave | Changed |
| City | ·Mesa | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85278 | 85278 | Unchanged |
| Group | GRP-5227 | GRP-5227 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- sandra|brown
- Address key
- 4287|central|85278
- Canonical first
- sandra
Quality flags
6 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
- 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-429239 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429240 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138362 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022095
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Brown, 2005-02-05, 4 records, Verified
Evidence
Matched against CLM-429240
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically44090ec3a12026-10-19 19:54:38, matching_agentidentity id MBR-022095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429240
- Record linked automaticallycdbc5df6ff2026-10-19 19:52:09, matching_agentidentity id MBR-022095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429240
- Record linked automaticallyef9cacfc432026-10-19 19:45:42, matching_agentidentity id MBR-022095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429240
- Record linked automatically669d0a965a2026-10-19 19:32:31, matching_agentidentity id MBR-022095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429240
- Record linked automaticallyfd13a279452026-10-19 19:31:28, matching_agentidentity id MBR-000596, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138629