Record, CLM, bronze and silver
CLM-407858
Received 2026-09-24T05:56:18Z, line 91,081 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 | Ronnald | Ronnald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | Sep 20, 1981 | 1981-09-20 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-88715-46 | UHC-88715-46 | Unchanged |
| SSN | •••-••-2368 | •••-••-2368 | Parsed |
| Phone | 369-538-1020 | 3695381020 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- ronnald|espinoza
- Address key
- —
- Canonical first
- ronnald
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-407859 | 0.99 | Scored | — | Auto-linked |
| ENR-110344 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22325 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407856 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407857 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002670
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ronald Espinoza, 1981-09-20, 6 records, Verified
Evidence
Matched against CLM-407859
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc4ba84787e2026-10-19 19:54:38, scoring_agentidentity id MBR-002670, confidence 0.995, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automaticallyed0cbddc062026-10-19 19:52:08, scoring_agentidentity id MBR-002670, confidence 0.995, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically2a46ee136d2026-10-19 19:45:41, scoring_agentidentity id MBR-002670, confidence 0.995, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automaticallyde214092322026-10-19 19:32:31, scoring_agentidentity id MBR-002670, confidence 0.995, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically4cfdede1a62026-10-19 19:31:28, scoring_agentidentity id MBR-001033, confidence 1, method probabilistic, matched record TPA-53447, policy version 1