Record, CLM, bronze and silver
CLM-430802
Received 2026-06-08T14:30:41Z, line 99,852 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 | — | — | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | ·1980-01-24 | 1980-01-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 7402 HIGHLAND AVENUE Apt 29 | 7402 Highland Ave Apt 29 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- marilyn|castillo
- Address key
- 7402|highland|chandler
- Canonical first
- marilyn
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-430803 | 0.93 | Scored | — | Auto-linked |
| CLM-430801 | 0.93 | Scored | — | Auto-linked |
| ENR-140475 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000896
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Marilyn Castillo, 1980-01-24, 4 records, Verified
Evidence
Matched against CLM-430801
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb7e0b2658e2026-10-19 19:54:38, scoring_agentidentity id MBR-000896, confidence 0.925, method probabilistic, matched record CLM-430801, policy version 1
- Record linked automatically4ec49f86672026-10-19 19:52:08, scoring_agentidentity id MBR-000896, confidence 0.925, method probabilistic, matched record CLM-430801, policy version 1
- Record linked automatically569b97d1c02026-10-19 19:45:41, scoring_agentidentity id MBR-000896, confidence 0.925, method probabilistic, matched record CLM-430801, policy version 1
- Record linked automaticallyed7dd8b2b32026-10-19 19:32:31, scoring_agentidentity id MBR-000896, confidence 0.925, method probabilistic, matched record CLM-430801, policy version 1
- Record linked automatically90861df65a2026-10-19 19:31:28, scoring_agentidentity id MBR-004064, confidence 1, method probabilistic, matched record ENR-140650, policy version 1