Record, TPA, bronze and silver
TPA-61374
Received 2026-06-25T22:45:13Z, line 53,926 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 | JOAN | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1981-05-17 | 1981-05-17 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| joan.soto20@gmail.com | joan.soto20@gmail.com | Unchanged | |
| Address | 1004 Apache Boulevard Apt 14 | 1004 Apache Blvd Apt 14 | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90000 | 90000 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.52
- Name key
- joan|soto
- Address key
- 1004|apache|90000
- Canonical first
- joan
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-133698 | 1.00 | Scored | — | Auto-linked |
| CLM-425773 | 1.00 | Scored | — | Auto-linked |
| CLM-425774 | 1.00 | Scored | — | Auto-linked |
| TPA-61375 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008821
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joan Soto, 1981-05-17, 5 records, Verified
Evidence
Matched against CLM-425773
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyde9462240c2026-10-19 19:54:38, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425773, policy version 1
- Record linked automaticallye5a8c968d12026-10-19 19:52:09, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425773, policy version 1
- Record linked automatically45281dd4252026-10-19 19:45:42, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425773, policy version 1
- Record linked automatically9755ef9fe82026-10-19 19:32:31, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425773, policy version 1
- Record linked automatically8b8098af1e2026-10-19 19:31:28, matching_agentidentity id MBR-035134, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-134062