Record, TPA, bronze and silver
TPA-53951
Received 2026-01-23T03:51:37Z, line 36,228 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 | Arjun | Arjun | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Flores | Flores | Unchanged |
| Date of birth | 12/09/1978 | 1978-12-09 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2271 ELM STREET | 2271 Elm St | Changed |
| City | CHANDLER | Chandler | Changed |
| State | Arizona | AZ | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | N/A·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- arjun|flores
- Address key
- 2271|elm|chandler
- Canonical first
- arjun
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-53952 | 0.93 | Scored | — | Auto-linked |
| CLM-409018 | 0.93 | Scored | — | Auto-linked |
| CLM-409019 | 0.93 | Scored | — | Auto-linked |
| ENR-111930 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003329
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Arjun Flores, 1978-12-09, 5 records, Verified
Evidence
Matched against ENR-111930
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically2e3b9ef7ab2026-10-19 19:54:38, scoring_agentidentity id MBR-003329, confidence 0.925, method probabilistic, matched record ENR-111930, policy version 1
- Record linked automatically8e8b53ae9d2026-10-19 19:52:08, scoring_agentidentity id MBR-003329, confidence 0.925, method probabilistic, matched record ENR-111930, policy version 1
- Record linked automatically8746c5aca62026-10-19 19:45:41, scoring_agentidentity id MBR-003329, confidence 0.925, method probabilistic, matched record ENR-111930, policy version 1
- Record linked automaticallyd6a31b93062026-10-19 19:32:31, scoring_agentidentity id MBR-003329, confidence 0.925, method probabilistic, matched record ENR-111930, policy version 1
- Record linked automatically4ec6a17dc72026-10-19 19:31:28, scoring_agentidentity id MBR-003381, confidence 1, method probabilistic, matched record ENR-111706, policy version 1