Record, CLM, bronze and silver
CLM-420235
Received 2026-09-24T20:24:36Z, line 98,724 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 | KAREN | Karen | Changed |
| Middle | Q·· | Q | Changed |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 08/01/43 | 1943-08-01 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 5995 SAGE COURT | 5995 Sage Ct | Changed |
| City | Austin | Austin | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 78782 | 78782 | Unchanged |
| Group | GRP-6459 | GRP-6459 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- karen|ruiz
- Address key
- 5995|sage|78782
- Canonical first
- karen
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-420233 | 1.00 | Scored | — | Auto-linked |
| CLM-420234 | 1.00 | Scored | — | Auto-linked |
| ENR-126600 | 1.00 | Scored | — | Auto-linked |
| TPA-58905 | 1.00 | Scored | — | Auto-linked |
| TPA-58904 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005611
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Ruiz, 1943-08-01, 6 records, Verified
Evidence
Matched against CLM-420233
| 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 automaticallyb0dbfd8f8d2026-10-19 19:54:38, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically4caf3dfd152026-10-19 19:52:08, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically580877a0dc2026-10-19 19:45:42, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically65f2e4cc5f2026-10-19 19:32:31, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically15491664db2026-10-19 19:31:28, matching_agentidentity id MBR-008949, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-126563