Record, TPA, bronze and silver
TPA-58464
Received 2026-04-05T20:05:20Z, line 39,038 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 | RAYMOND | Raymond | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 8/18/1970 | 1970-08-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 936.422.0707 | 9364220707 | Parsed |
| null | — | Cleared | |
| Address | 9722 Spring Street | 9722 Spring St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85765 | 85765 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- raymond|soto
- Address key
- 9722|spring|85765
- Canonical first
- raymond
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)
- 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 |
|---|---|---|---|---|
| CLM-419123 | 0.98 | Scored | — | Auto-linked |
| CLM-419124 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009463
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Ray Soto, 1970-08-18, 3 records, Verified
Evidence
Matched against CLM-419123
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaea6c5b2c42026-10-19 19:54:38, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record CLM-419123, policy version 1
- Record linked automatically562820d4452026-10-19 19:52:09, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record CLM-419123, policy version 1
- Record linked automaticallyfda89fa8e42026-10-19 19:45:42, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record CLM-419123, policy version 1
- Record linked automatically61a0c892582026-10-19 19:32:31, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record CLM-419123, policy version 1
- Record linked automaticallyf243f7bdfe2026-10-19 19:31:28, matching_agentidentity id MBR-012211, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419424