Record, CLM, bronze and silver
CLM-413705
Received 2026-06-11T10:24:59Z, line 2,877 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 | BEVERLY | Beverly | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 1972-02-15 | 1972-02-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-85465-78 | UHC-85465-78 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 15218812450 | 5218812450 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 159 Church Street | 159 Church St | Changed |
| City | ·TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85289 | 85289 | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- beverly|ruiz
- Address key
- 159|church|85289
- Canonical first
- beverly
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-413706 | 1.00 | Scored | — | Auto-linked |
| ENR-117931 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034490
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Beverly Ruiz, 1972-02-15, 3 records, Verified
Evidence
Matched against CLM-413706
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4862a651292026-10-22 12:43:55, scoring_agentidentity id MBR-034490, confidence 1, method probabilistic, matched record CLM-413706, policy version 1
- Record linked automaticallyca331f18712026-10-19 19:54:39, scoring_agentidentity id MBR-034490, confidence 1, method probabilistic, matched record CLM-413706, policy version 1
- Record linked automatically9aae54ddd92026-10-19 19:52:09, scoring_agentidentity id MBR-034490, confidence 1, method probabilistic, matched record CLM-413706, policy version 1
- Record linked automatically3a022725102026-10-19 19:45:42, scoring_agentidentity id MBR-034490, confidence 1, method probabilistic, matched record CLM-413706, policy version 1
- Record linked automaticallye2b5291ebd2026-10-19 19:32:31, scoring_agentidentity id MBR-034490, confidence 1, method probabilistic, matched record CLM-413706, policy version 1
- Record linked automaticallye9683ba8262026-10-19 19:31:28, scoring_agentidentity id MBR-012045, confidence 1, method probabilistic, matched record CLM-413706, policy version 1