Record, CLM, bronze and silver
CLM-422235
Received 2026-01-14T19:14:45Z, line 21,114 of the CLM feed
CLMScored
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 | T | T | Unchanged |
| Last name | WEST | West | Changed |
| Date of birth | 19800728 | 1980-07-28 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-27302-30 | UHC-27302-30 | Unchanged |
| SSN | •••-••-8811 | •••-••-8811 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 4394 Apache Boulevard | 4394 Apache Blvd | Changed |
| City | GLENDALE | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85329 | 85329 | Unchanged |
| Group | GRP-5838 | GRP-5838 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- marilyn|west
- Address key
- 4394|apache|85329
- 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)
- 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
- City re-casedCity re-cased to Title Case
- 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-422234 | 1.00 | Scored | — | Auto-linked |
| ENR-129151 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004370
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn West, 1980-07-28, 3 records, Verified
Evidence
Matched against CLM-422234
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically840e9036f12026-10-22 12:43:53, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422234, policy version 1
- Record linked automaticallyb46bc99dd42026-10-19 19:54:38, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422234, policy version 1
- Record linked automatically9efea6b6c12026-10-19 19:52:08, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422234, policy version 1
- Record linked automatically17f26ec0282026-10-19 19:45:42, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422234, policy version 1
- Record linked automatically36c95503d42026-10-19 19:32:31, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422234, policy version 1
- Record linked automatically16d70c64b52026-10-19 19:31:28, matching_agentidentity id MBR-013769, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129216