Record, CLM, bronze and silver
CLM-419121
Received 2026-01-07T14:37:02Z, line 89,308 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JAKE | Jake | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 06/20/1942 | 1942-06-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-07841-77 | UHC-07841-77 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 5704838208 | 5704838208 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 2984 Desert Sky Boulevard #755 | 2984 Desert Sky Blvd # 755 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.46
- Name key
- jacob|espinoza
- Address key
- 2984|desert sky|tempe
- Canonical first
- jacob
Quality flags
9 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-125196 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419122 | 0.94 | Scored | — | Auto-linked |
| TPA-58463 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002102
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jacob Espinoza, 1942-06-20, 3 records, Verified
Evidence
Matched against ENR-125196
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically564ba2ad912026-10-19 19:54:38, matching_agentidentity id MBR-002102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125196
- Record linked automaticallyef466f0afe2026-10-19 19:52:08, matching_agentidentity id MBR-002102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125196
- Record linked automaticallya0eaa2a0c72026-10-19 19:45:41, matching_agentidentity id MBR-002102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125196
- Record linked automaticallya18408c4362026-10-19 19:32:31, matching_agentidentity id MBR-002102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125196
- Record linked automaticallyc98af1c8542026-10-19 19:31:28, scoring_agentidentity id MBR-013407, confidence 1, method probabilistic, matched record CLM-419119, policy version 1