Record, CLM, bronze and silver
CLM-421858
Received 2026-10-01T04:14:22Z, line 36,515 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | GARZA | Garza | Changed |
| Date of birth | 1939-08-06 | 1939-08-06 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-35044-28 | UHC-35044-28 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 14845604601 | 4845604601 | Parsed |
| — | — | Unchanged | |
| Address | 7624 Church Street | 7624 Church St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- lauren|garza
- Address key
- 7624|church|phoenix
- Canonical first
- lauren
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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-128625 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017772
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Garza, 1939-08-06, 2 records, Verified
Evidence
Matched against ENR-128625
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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
6 hash-chained entries for this record
- Record linked automatically471c184d542026-10-22 12:43:54, matching_agentidentity id MBR-017772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128625
- Record linked automaticallybeb39c9c412026-10-19 19:54:38, matching_agentidentity id MBR-017772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128625
- Record linked automaticallyb019dd99872026-10-19 19:52:09, matching_agentidentity id MBR-017772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128625
- Record linked automatically4ba6a8f3082026-10-19 19:45:42, matching_agentidentity id MBR-017772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128625
- Record linked automatically2a4c134e782026-10-19 19:32:31, matching_agentidentity id MBR-017772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128625
- Record linked automatically4ca5bc6f9f2026-10-19 19:31:28, scoring_agentidentity id MBR-018248, confidence 1, method probabilistic, matched record ENR-128731, policy version 1