Record, CLM, bronze and silver
CLM-422537
Received 2026-10-06T05:38:07Z, line 25,920 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 | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Garza | Garza | Unchanged |
| Date of birth | 19930308 | 1993-03-08 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | NULL | — | Cleared |
| ·gary.garza@icloud.com | gary.garza@icloud.com | Changed | |
| Address | 5827 INDIAN SCHOOL ROAD | 5827 Indian School Rd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33184 | 33184 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- gary|garza
- Address key
- 5827|indian school|33184
- Canonical first
- gary
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-422538 | 1.00 | Scored | — | Auto-linked |
| CLM-416838 | 0.61 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044193
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Garza, 1993-03-08, 2 records, Verified
Evidence
Matched against CLM-422538
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically60bd9804a02026-10-19 19:54:39, scoring_agentidentity id MBR-044193, confidence 1, method probabilistic, matched record CLM-422538, policy version 1
- Record linked automaticallyed1050e1612026-10-19 19:52:09, scoring_agentidentity id MBR-044193, confidence 1, method probabilistic, matched record CLM-422538, policy version 1
- Record linked automaticallyba0a2c27512026-10-19 19:45:42, scoring_agentidentity id MBR-044193, confidence 1, method probabilistic, matched record CLM-422538, policy version 1
- Record linked automatically0c2ea1cd392026-10-19 19:32:31, scoring_agentidentity id MBR-044193, confidence 1, method probabilistic, matched record CLM-422538, policy version 1
- Record linked automatically180741d6332026-10-19 19:31:28, matching_agentidentity id MBR-008012, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422536