Record, CLM, bronze and silver
CLM-407856
Received 2026-10-08T21:16:11Z, line 41,353 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 | RONALD | Ronald | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | Sep 20, 1981 | 1981-09-20 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2368 | •••-••-2368 | Unchanged |
| Phone | (369) 538-1020 | 3695381020 | Parsed |
| RONALD.ESPINOZA20@HOTMAIL.COM | ronald.espinoza20@hotmail.com | Changed | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | SELECT-EPO·· | SELECT-EPO | Changed |
- Quality score
- 0.90
- Name key
- ronald|espinoza
- Address key
- —
- Canonical first
- ronald
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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 | 1.00 | Scored | — | Auto-linked |
| ENR-110344 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407857 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407858 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22325 | 0.83 | Scored | — | Sent to steward |
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 CLM-407859
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automaticallya67dfa0f742026-10-19 19:54:38, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically5ffc39174a2026-10-19 19:52:08, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically3dfed2401b2026-10-19 19:45:41, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1
- Record linked automatically8d5b2394612026-10-19 19:32:31, scoring_agentidentity id MBR-002670, confidence 1, method probabilistic, matched record CLM-407859, policy version 1