Record, CLM, bronze and silver
CLM-424075
Received 2026-09-17T20:29:32Z, line 71,118 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 | ralph | Ralph | Changed |
| Middle | M | M | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 14-09-1938 | 1938-09-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0204 | •••-••-0204 | Unchanged |
| Phone | ·9568026018 | 9568026018 | Parsed |
| — | — | Unchanged | |
| Address | 2235 HIGHLAND AVENUE | 2235 Highland Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85211 | 85211 | Unchanged |
| Group | GRP-1039 | GRP-1039 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.76
- Name key
- ralph|espinoza
- Address key
- 2235|highland|85211
- Canonical first
- ralph
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
- 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 |
|---|---|---|---|---|
| PRV-27092 | 1.00 | Scored | — | Auto-linked |
| ENR-131476 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028315
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Espinoza, 1938-09-14, 3 records, Verified
Evidence
Matched against PRV-27092
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydf66b2f91a2026-10-19 19:54:38, scoring_agentidentity id MBR-028315, confidence 1, method probabilistic, matched record PRV-27092, policy version 1
- Record linked automatically4adb493ca12026-10-19 19:52:09, scoring_agentidentity id MBR-028315, confidence 1, method probabilistic, matched record PRV-27092, policy version 1
- Record linked automatically89362c0b4f2026-10-19 19:45:42, scoring_agentidentity id MBR-028315, confidence 1, method probabilistic, matched record PRV-27092, policy version 1
- Record linked automatically0dd46487542026-10-19 19:32:31, scoring_agentidentity id MBR-028315, confidence 1, method probabilistic, matched record PRV-27092, policy version 1
- Record linked automatically743ebd84472026-10-19 19:31:28, matching_agentidentity id MBR-009175, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131677