Record, CLM, bronze and silver
CLM-421306
Received 2026-10-08T09:36:23Z, line 68,204 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 | Judy | Judy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 1995-01-19 | 1995-01-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-17475-99 | UHC-17475-99 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (303) 412-8171 | 3034128171 | Parsed |
| judy.ruiz@gmail.com | judy.ruiz@gmail.com | Unchanged | |
| Address | 7197 Church Street | 7197 Church St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37239·· | 37239 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- judy|ruiz
- Address key
- 7197|church|37239
- Canonical first
- judy
Quality flags
5 raised during normalisation
- 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
- 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-421305 | 1.00 | Scored | — | Auto-linked |
| ENR-127927 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016882
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Ruiz, 1995-01-19, 3 records, Verified
Evidence
Matched against CLM-421305
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5cc1a561882026-10-19 19:54:38, scoring_agentidentity id MBR-016882, confidence 1, method probabilistic, matched record CLM-421305, policy version 1
- Record linked automaticallyaf68a361992026-10-19 19:52:09, scoring_agentidentity id MBR-016882, confidence 1, method probabilistic, matched record CLM-421305, policy version 1
- Record linked automaticallyce71f08a862026-10-19 19:45:42, scoring_agentidentity id MBR-016882, confidence 1, method probabilistic, matched record CLM-421305, policy version 1
- Record linked automatically20ab4225f22026-10-19 19:32:31, scoring_agentidentity id MBR-016882, confidence 1, method probabilistic, matched record CLM-421305, policy version 1
- Record linked automaticallyba57c545b92026-10-19 19:31:28, matching_agentidentity id MBR-011089, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421305