Record, TPA, bronze and silver
TPA-57316
Received 2026-03-02T22:27:28Z, line 24,408 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 | Ralph | Ralph | Unchanged |
| Middle | Q | Q | Unchanged |
| Last name | Ruz | Ruz | Unchanged |
| Date of birth | 03-06-1954 | 1954-06-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·N/A | — | Cleared |
| null | — | Cleared | |
| Address | 777 Lake View Rd | 777 Lake View Rd | Unchanged |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | ·93760 | 93760 | Changed |
| Group | GRP-0833 | GRP-0833 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- ralph|ruz
- Address key
- 777|lake view|93760
- Canonical first
- ralph
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)
- City re-casedCity re-cased to Title Case
- 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-416640 | 0.98 | Scored | — | Auto-linked |
| CLM-416639 | 0.98 | Scored | — | Auto-linked |
| ENR-121852 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017033
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Ralph Ruiz, 1954-06-03, 4 records, Verified
Evidence
Matched against CLM-416640
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically31383bf2f52026-10-19 19:54:38, scoring_agentidentity id MBR-017033, confidence 0.985, method probabilistic, matched record CLM-416640, policy version 1
- Record linked automaticallyaed7e024832026-10-19 19:52:09, scoring_agentidentity id MBR-017033, confidence 0.985, method probabilistic, matched record CLM-416640, policy version 1
- Record linked automaticallye0e46736fb2026-10-19 19:45:42, scoring_agentidentity id MBR-017033, confidence 0.985, method probabilistic, matched record CLM-416640, policy version 1
- Record linked automatically51532155382026-10-19 19:32:31, scoring_agentidentity id MBR-017033, confidence 0.985, method probabilistic, matched record CLM-416640, policy version 1
- Record linked automaticallydb459ba4b92026-10-19 19:31:28, scoring_agentidentity id MBR-029542, confidence 1, method probabilistic, matched record TPA-57317, policy version 1