Record, CLM, bronze and silver
CLM-407859
Received 2026-02-12T01:11:02Z, line 6,717 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 | Espinoza, Ronald | Ronald | Changed |
| Middle | B. | B | Changed |
| Last name | — | Espinoza | Changed |
| Date of birth | 09/20/81 | 1981-09-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 3695381020 | 3695381020 | Unchanged |
| null | — | Cleared | |
| Address | 763 OAK STREET | 763 Oak St | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | Georgia | GA | Changed |
| ZIP | 30355 | 30355 | Unchanged |
| Group | GRP-0358 | GRP-0358 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.38
- Name key
- ronald|espinoza
- Address key
- 763|oak|30355
- Canonical first
- ronald
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-407857 | 1.00 | Scored | — | Auto-linked |
| PRV-22325 | 1.00 | Scored | — | Auto-linked |
| CLM-407856 | 1.00 | Scored | — | Auto-linked |
| ENR-110344 | 1.00 | Scored | — | Auto-linked |
| CLM-407858 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002670
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ronald Espinoza, 1981-09-20, 6 records, Verified
Evidence
Matched against ENR-110344
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1afe839ccf2026-10-19 19:54:38, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record ENR-110344, policy version 1
- Record linked automaticallyaa142457712026-10-19 19:52:08, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record ENR-110344, policy version 1
- Record linked automaticallya8c4193cdc2026-10-19 19:45:41, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record ENR-110344, policy version 1
- Record linked automatically0e241fa48d2026-10-19 19:32:31, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record ENR-110344, policy version 1
- Record linked automaticallydf8b9235aa2026-10-19 19:31:28, matching_agentidentity id MBR-001033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407860