Record, CLM, bronze and silver
CLM-408575
Received 2026-06-17T10:14:07Z, line 78,567 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | VARGAS | Vargas | Changed |
| Date of birth | 1979-09-10 | 1979-09-10 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-47319-74 | UHC-47319-74 | Unchanged |
| SSN | •••-••-4792 | •••-••-4792 | Unchanged |
| Phone | ·2239221480 | 2239221480 | Parsed |
| - | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | null | — | Cleared |
| State | ·· | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-0115 | GRP-0115 | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.94
- Name key
- isabella|vargas
- Address key
- —
- Canonical first
- isabella
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-408573 | 1.00 | Scored | — | Auto-linked |
| ENR-111311 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408574 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022820
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Vargas, 1979-09-10, 4 records, Verified
Evidence
Matched against CLM-408573
| 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 automatically4148a827de2026-10-19 19:54:38, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408573, policy version 1
- Record linked automaticallyabc076ec732026-10-19 19:52:09, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408573, policy version 1
- Record linked automatically37bfffa0b92026-10-19 19:45:42, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408573, policy version 1
- Record linked automatically08bca9942d2026-10-19 19:32:31, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408573, policy version 1
- Record linked automatically4a67eb618b2026-10-19 19:31:28, matching_agentidentity id MBR-007441, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111296