Record, TPA, bronze and silver
TPA-62318
Received 2026-04-05T03:37:37Z, line 28,124 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Arnnold, Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnnold | Changed |
| Date of birth | 9/24/1982 | 1982-09-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-6851 | •••-••-6851 | Unchanged |
| Phone | 389.403.3525 | 3894033525 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6320 MAIN STREET | 6320 Main St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85283 | 85283 | Unchanged |
| Group | GRP-5174 | GRP-5174 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- laura|arnnold
- Address key
- 6320|main|85283
- Canonical first
- laura
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-28175 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-136570 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015502
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Laura Arnold, 1982-09-24, 3 records, Verified
Evidence
Matched against PRV-28175
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically64f9eef0722026-10-22 12:43:54, matching_agentidentity id MBR-015502, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-28175
- Record linked automaticallyf1866c6fb32026-10-19 19:54:38, matching_agentidentity id MBR-015502, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-28175
- Record linked automaticallya5a6bc06362026-10-19 19:52:09, matching_agentidentity id MBR-015502, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-28175
- Record linked automaticallyd97c99b0552026-10-19 19:45:42, matching_agentidentity id MBR-015502, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-28175
- Record linked automaticallyf73c2994762026-10-19 19:32:31, matching_agentidentity id MBR-015502, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-28175
- Record linked automatically563cf3ca962026-10-19 19:31:28, scoring_agentidentity id MBR-038026, confidence 1, method probabilistic, matched record TPA-62319, policy version 1