Record, CLM, bronze and silver
CLM-410946
Received 2026-07-10T06:25:58Z, line 67,884 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 | Beth | Beth | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Epinoza | Epinoza | Unchanged |
| Date of birth | 1945-07-01 | 1945-07-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | uhc-70832-05 | UHC-70832-05 | Parsed |
| SSN | •••-••-2927 | •••-••-2927 | Unchanged |
| Phone | 18217601825·· | 8217601825 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·3005 Desert Sky Boulevard | 3005 Desert Sky Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85373 | 85373 | Unchanged |
| Group | GRP-6234 | GRP-6234 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- elizabeth|epinoza
- Address key
- 3005|desert sky|85373
- Canonical first
- elizabeth
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| PRV-23162 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114361 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028371
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Betsy Espinoza, 1945-07-01, 3 records, Verified
Evidence
Matched against PRV-23162
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically27fbe533762026-10-22 12:43:54, matching_agentidentity id MBR-028371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23162
- Record linked automaticallyeedc264ebc2026-10-19 19:54:38, matching_agentidentity id MBR-028371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23162
- Record linked automatically96f09915032026-10-19 19:52:09, matching_agentidentity id MBR-028371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23162
- Record linked automatically2c1d7f70682026-10-19 19:45:42, matching_agentidentity id MBR-028371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23162
- Record linked automatically15cb98f0a42026-10-19 19:32:31, matching_agentidentity id MBR-028371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23162
- Record linked automatically7fb20724322026-10-19 19:31:28, scoring_agentidentity id MBR-003143, confidence 1, method probabilistic, matched record CLM-410947, policy version 1