Record, TPA, bronze and silver
TPA-58028
Received 2026-04-15T23:33:34Z, line 6,307 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 | rachel | Rachel | Changed |
| Middle | — | — | Unchanged |
| Last name | maldonado | Maldonado | Changed |
| Date of birth | 16-09-1992 | 1992-09-16 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 932-610-9587 | 9326109587 | Parsed |
| — | — | Unchanged | |
| Address | 7516 Meadow Lane·· | 7516 Meadow Ln | Changed |
| City | Scottsdale·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.74
- Name key
- rachel|maldonado
- Address key
- 7516|meadow|85254
- Canonical first
- rachel
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 |
|---|---|---|---|---|
| PRV-25387 | 0.99 | Scored | — | Auto-linked |
| CLM-418172 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026044
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Rachel Maldonado, 1992-09-16, 3 records, Verified
Evidence
Matched against PRV-25387
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| 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 automatically2ed3ea68732026-10-22 12:43:54, scoring_agentidentity id MBR-026044, confidence 0.994, method probabilistic, matched record PRV-25387, policy version 1
- Record linked automatically4ed12406572026-10-19 19:54:38, scoring_agentidentity id MBR-026044, confidence 0.994, method probabilistic, matched record PRV-25387, policy version 1
- Record linked automaticallyaed40197a42026-10-19 19:52:09, scoring_agentidentity id MBR-026044, confidence 0.994, method probabilistic, matched record PRV-25387, policy version 1
- Record linked automatically32459677e32026-10-19 19:45:42, scoring_agentidentity id MBR-026044, confidence 0.994, method probabilistic, matched record PRV-25387, policy version 1
- Record linked automatically4136722e4d2026-10-19 19:32:31, scoring_agentidentity id MBR-026044, confidence 0.994, method probabilistic, matched record PRV-25387, policy version 1