Record, CLM, bronze and silver
CLM-405580
Received 2026-09-06T15:49:29Z, line 64,251 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 | HIROSHI | Hiroshi | Changed |
| Middle | L | L | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 7/2/1970 | 1970-07-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-80972-01·· | UHC-80972-01 | Parsed |
| SSN | •••-••-7625 | •••-••-7625 | Unchanged |
| Phone | 569-258-3125 | 5692583125 | Parsed |
| HIROSHI.ESPINOZA@YAHOO.COM | hiroshi.espinoza@yahoo.com | Changed | |
| Address | 689 Pine Drive | 689 Pine Dr | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92117 | 92117 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- hiroshi|espinoza
- Address key
- 689|pine|92117
- Canonical first
- hiroshi
Quality flags
7 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
- 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
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-405581 | 1.00 | Scored | — | Auto-linked |
| CLM-405579 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21620 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107337 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009281
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hiroshi Espinoza, 1970-07-02, 5 records, Verified
Evidence
Matched against CLM-405581
| 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 automatically0ed69302cc2026-10-19 19:54:38, scoring_agentidentity id MBR-009281, confidence 1, method probabilistic, matched record CLM-405581, policy version 1
- Record linked automatically38a2989a582026-10-19 19:52:09, scoring_agentidentity id MBR-009281, confidence 1, method probabilistic, matched record CLM-405581, policy version 1
- Record linked automaticallyb26bb6ebe52026-10-19 19:45:42, scoring_agentidentity id MBR-009281, confidence 1, method probabilistic, matched record CLM-405581, policy version 1
- Record linked automatically9b1441036c2026-10-19 19:32:31, scoring_agentidentity id MBR-009281, confidence 1, method probabilistic, matched record CLM-405581, policy version 1
- Record linked automaticallye5112cc44d2026-10-19 19:31:28, matching_agentidentity id MBR-007584, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405581