Record, TPA, bronze and silver
TPA-55646
Received 2026-04-21T17:23:50Z, line 54,420 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 | 22-03-1990 | 1990-03-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-2660 | •••-••-2660 | Unchanged |
| Phone | NULL | — | Cleared |
| ARJUN.MARSHALL87@PROTON.ME | arjun.marshall87@proton.me | Changed | |
| Address | 8882 Meadow Lane | 8882 Meadow Ln | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78727 | 78727 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.74
- Name key
- arjun|marshall
- Address key
- 8882|meadow|78727
- Canonical first
- arjun
Quality flags
7 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)
- 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
- Email lower-casedEmail lower-cased
- 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-412836 | 1.00 | Scored | — | Auto-linked |
| ENR-116869 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027037
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Marshall, 1990-03-22, 3 records, Verified
Evidence
Matched against CLM-412836
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4aa850baed2026-10-22 12:43:54, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record CLM-412836, policy version 1
- Record linked automatically3426a763392026-10-19 19:54:38, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record CLM-412836, policy version 1
- Record linked automatically69db01ccc52026-10-19 19:52:09, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record CLM-412836, policy version 1
- Record linked automatically51459460252026-10-19 19:45:42, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record CLM-412836, policy version 1
- Record linked automatically7157d20ef22026-10-19 19:32:31, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record CLM-412836, policy version 1
- Record linked automatically5faf24d66e2026-10-19 19:31:28, scoring_agentidentity id MBR-005111, confidence 1, method probabilistic, matched record TPA-55644, policy version 1