Record, CLM, bronze and silver
CLM-427707
Received 2026-03-10T04:11:19Z, line 32,576 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 | natalie | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | ruiz | Ruiz | Changed |
| Date of birth | 1955-01-02 | 1955-01-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-88246-04 | UHC-88246-04 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·915-812-4870 | 9158124870 | Parsed |
| — | — | Unchanged | |
| Address | 5510 GRAND AVENUE | 5510 Grand Ave | Changed |
| City | ·TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-3023 | GRP-3023 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- natalie|ruiz
- Address key
- 5510|grand|tucson
- Canonical first
- natalie
Quality flags
8 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
- 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-136336 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018649
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Ruiz, 1955-01-02, 2 records, Verified
Evidence
Matched against ENR-136336
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically2ca154ee292026-10-22 12:43:54, matching_agentidentity id MBR-018649, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136336
- Record linked automatically9a78e784862026-10-19 19:54:38, matching_agentidentity id MBR-018649, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136336
- Record linked automatically9289980a842026-10-19 19:52:09, matching_agentidentity id MBR-018649, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136336
- Record linked automaticallyf3d4ebf2fd2026-10-19 19:45:42, matching_agentidentity id MBR-018649, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136336
- Record linked automaticallyef8f8aba522026-10-19 19:32:31, matching_agentidentity id MBR-018649, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136336
- Record linked automaticallyd2c075c04c2026-10-19 19:31:28, matching_agentidentity id MBR-028620, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136679