Record, CLM, bronze and silver
CLM-420320
Received 2026-01-05T11:33:55Z, line 36,568 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 | Isabella | Isabella | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gaarza | Gaarza | Unchanged |
| Date of birth | 1975-04-25 | 1975-04-25 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7805 | •••-••-7805 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 1755 Mesa Drive | 1755 Mesa Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78281 | 78281 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.82
- Name key
- isabella|gaarza
- Address key
- 1755|mesa|78281
- Canonical first
- isabella
Quality flags
3 raised during normalisation
- 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-420321 | 0.98 | Scored | — | Auto-linked |
| ENR-126731 | 0.97 | Scored | — | Auto-linked |
| ENR-126730 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001442
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Isabella Garza, 1975-04-25, 4 records, Verified
Evidence
Matched against CLM-420321
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf8eb4514f82026-10-19 19:54:38, scoring_agentidentity id MBR-001442, confidence 0.979, method probabilistic, matched record CLM-420321, policy version 1
- Record linked automatically791f5290722026-10-19 19:52:08, scoring_agentidentity id MBR-001442, confidence 0.979, method probabilistic, matched record CLM-420321, policy version 1
- Record linked automaticallyb037b14b7b2026-10-19 19:45:41, scoring_agentidentity id MBR-001442, confidence 0.979, method probabilistic, matched record CLM-420321, policy version 1
- Record linked automatically3acb53905a2026-10-19 19:32:31, scoring_agentidentity id MBR-001442, confidence 0.979, method probabilistic, matched record CLM-420321, policy version 1
- Record linked automaticallyaeb196f53d2026-10-19 19:31:28, scoring_agentidentity id MBR-005264, confidence 0.987, method probabilistic, matched record ENR-126668, policy version 1