Record, TPA, bronze and silver
TPA-63048
Received 2026-07-01T02:48:37Z, line 41,693 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 | BETTY | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 1957-11-08 | 1957-11-08 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UHC-98142-18 | UHC-98142-18 | Unchanged |
| SSN | •••-••-1114 | •••-••-1114 | Unchanged |
| Phone | (941) 919-9010 | 9419199010 | Parsed |
| betty.marshall@yahoo.com | betty.marshall@yahoo.com | Unchanged | |
| Address | 9766 Mesa Drive Apt 31 | 9766 Mesa Dr Apt 31 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85212-7459 | 85212 | Changed |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- betty|marshall
- Address key
- 9766|mesa|85212
- Canonical first
- betty
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-63049 | 1.00 | Scored | — | Auto-linked |
| CLM-429509 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429508 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034756
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Marshall, 1957-11-08, 4 records, Verified
Evidence
Matched against TPA-63049
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically0a5a5496722026-10-19 19:54:39, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automaticallycd5ded3ac12026-10-19 19:52:09, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automaticallyd0f47176812026-10-19 19:45:42, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automatically6e2d6ea7232026-10-19 19:32:31, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1