Record, CLM, bronze and silver
CLM-419124
Received 2026-02-23T00:11:43Z, line 92,503 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 | Ray | Ray | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | ·1970-08-18 | 1970-08-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| RAYMOND.SOTO@HOTMAIL.COM | raymond.soto@hotmail.com | Changed | |
| Address | 9722 SPRING STREET Apt 12 | 9722 Spring St Apt 12 | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6458 | GRP-6458 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- raymond|soto
- Address key
- 9722|spring|tucson
- Canonical first
- raymond
Quality flags
7 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-58464 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009463
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Ray Soto, 1970-08-18, 3 records, Verified
Evidence
Matched against TPA-58464
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallyc2e30a28d02026-10-19 19:54:38, scoring_agentidentity id MBR-009463, confidence 0.925, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automatically01d10939cb2026-10-19 19:52:09, scoring_agentidentity id MBR-009463, confidence 0.925, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automatically97eec127252026-10-19 19:45:42, scoring_agentidentity id MBR-009463, confidence 0.925, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automaticallyf72553cbdb2026-10-19 19:32:31, scoring_agentidentity id MBR-009463, confidence 0.925, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automatically394b5e78a92026-10-19 19:31:28, scoring_agentidentity id MBR-012392, confidence 1, method probabilistic, matched record TPA-58323, policy version 1