Record, TPA, bronze and silver
TPA-61361
Received 2026-10-09T04:02:24Z, line 60,870 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | marshall | Marshall | Changed |
| Date of birth | 19740322 | 1974-03-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 4070 Willow Court #774 | 4070 Willow Ct # 774 | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- arjun|marshall
- Address key
- 4070|willow|tampa
- Canonical first
- arjun
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-133657 | 0.93 | Scored | — | Auto-linked |
| CLM-425737 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021919
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Arjun Marshall, 1974-03-22, 3 records, Verified
Evidence
Matched against ENR-133657
| 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 automatically02fff5e9be2026-10-19 19:54:38, scoring_agentidentity id MBR-021919, confidence 0.925, method probabilistic, matched record ENR-133657, policy version 1
- Record linked automatically5bcf59645e2026-10-19 19:52:09, scoring_agentidentity id MBR-021919, confidence 0.925, method probabilistic, matched record ENR-133657, policy version 1
- Record linked automatically981f73b8bc2026-10-19 19:45:42, scoring_agentidentity id MBR-021919, confidence 0.925, method probabilistic, matched record ENR-133657, policy version 1
- Record linked automatically3d34cb3e4d2026-10-19 19:32:31, scoring_agentidentity id MBR-021919, confidence 0.925, method probabilistic, matched record ENR-133657, policy version 1
- Record linked automaticallyb3ce64df9d2026-10-19 19:31:28, scoring_agentidentity id MBR-003586, confidence 0.976, method probabilistic, matched record ENR-134039, policy version 1