Record, CLM, bronze and silver
CLM-422234
Received 2026-08-01T13:08:50Z, line 13,607 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 | 1980-07-28·· | 1980-07-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 4394 Apache Boulevard | 4394 Apache Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85329 | 85329 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|west
- Address key
- 4394|apache|85329
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-422235 | 1.00 | Scored | — | Auto-linked |
| ENR-129151 | 1.00 | Scored | — | 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-422235
| 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 automaticallyb5beeaee102026-10-22 12:43:53, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422235, policy version 1
- Record linked automaticallydbfd91c3622026-10-19 19:54:38, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422235, policy version 1
- Record linked automatically01b8bffcb12026-10-19 19:52:08, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422235, policy version 1
- Record linked automatically4a1981c6732026-10-19 19:45:42, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422235, policy version 1
- Record linked automaticallybc4ca46a752026-10-19 19:32:31, scoring_agentidentity id MBR-004370, confidence 1, method probabilistic, matched record CLM-422235, policy version 1
- Record linked automaticallyfdae17cbd32026-10-19 19:31:28, matching_agentidentity id MBR-036933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129214