Record, TPA, bronze and silver
TPA-59335
Received 2026-03-06T09:40:47Z, line 31,410 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 | Carlosn, Randy | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carlosn | Changed |
| Date of birth | 1948-01-28 | 1948-01-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8110 | •••-••-8110 | Unchanged |
| Phone | 311-460-0537 | 3114600537 | Parsed |
| ···· | — | Unchanged | |
| Address | 9624 BASELINE RD | 9624 Baseline Rd | Changed |
| City | DALLAS | Dallas | Changed |
| State | Texas·· | TX | Changed |
| ZIP | 75207 | 75207 | Unchanged |
| Group | NULL·· | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- randy|carlosn
- Address key
- 9624|baseline|75207
- Canonical first
- randy
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-26247 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127836 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421217 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011530
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Randy Carlson, 1948-01-28, 4 records, Verified
Evidence
Matched against CLM-421217
| 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
5 hash-chained entries for this record
- Record linked automatically983384ab4c2026-10-19 19:54:38, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421217
- Record linked automaticallya3a73c529a2026-10-19 19:52:09, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421217
- Record linked automatically0fcf91ef612026-10-19 19:45:42, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421217
- Record linked automatically4c8a19deea2026-10-19 19:32:31, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421217
- Record linked automatically1f10e438912026-10-19 19:31:28, scoring_agentidentity id MBR-012385, confidence 1, method probabilistic, matched record ENR-128089, policy version 1