Record, TPA, bronze and silver
TPA-54136
Received 2026-10-01T04:35:47Z, line 49,104 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 | NIOCLE | Niocle | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 06-07-1976 | 1976-07-06 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-29038-30 | UHC-29038-30 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 306-532-4847 | 3065324847 | Parsed |
| nicole.soto@outlook.com | nicole.soto@outlook.com | Unchanged | |
| Address | 8682 ELM STREET | 8682 Elm St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.48
- Name key
- niocle|soto
- Address key
- 8682|elm|fresno
- Canonical first
- niocle
Quality flags
8 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
- ZIP missingStreet address present but no ZIP supplied
- 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-112539 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-045459
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Soto, 1976-07-06, 2 records, Verified
Evidence
Matched against ENR-112539
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd29f4574b62026-10-19 19:54:39, matching_agentidentity id MBR-045459, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112539
- Record linked automatically84b38b9e012026-10-19 19:52:09, matching_agentidentity id MBR-045459, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112539
- Record linked automatically936596ed242026-10-19 19:45:42, matching_agentidentity id MBR-045459, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112539
- Record linked automatically1f95bae0c02026-10-19 19:32:31, matching_agentidentity id MBR-045459, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112539
- Record linked automatically21174cba112026-10-19 19:31:28, matching_agentidentity id MBR-034112, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54137