Record, TPA, bronze and silver
TPA-58904
Received 2026-08-10T13:50:33Z, line 11,725 of the TPA feed
TPAScored
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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 8/1/1943 | 1943-08-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| karen.ruiz98@outlook.com | karen.ruiz98@outlook.com | Unchanged | |
| Address | 5995 Sage Ct | 5995 Sage Ct | Unchanged |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78782·· | 78782 | Changed |
| Group | GRP-6459 | GRP-6459 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.94
- Name key
- karen|ruiz
- Address key
- 5995|sage|78782
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-420235 | 1.00 | Scored | — | Auto-linked |
| 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 |
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 automatically2014e17dd12026-10-19 19:54:38, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically213beadb872026-10-19 19:52:08, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automatically29419a6a2f2026-10-19 19:45:42, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automaticallyf0d3defc312026-10-19 19:32:31, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420233, policy version 1
- Record linked automaticallya3425724e82026-10-19 19:31:28, scoring_agentidentity id MBR-007617, confidence 0.952, method probabilistic, matched record TPA-58903, policy version 1