Record, TPA, bronze and silver
TPA-58973
Received 2026-06-01T07:11:09Z, line 75,192 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 | JESSICA | Jessica | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 08-02-1952 | 1952-02-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 8223 Jefferson Avenue | 8223 Jefferson Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 32252 | 32252 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- jessica|miller
- Address key
- 8223|jefferson|32252
- Canonical first
- jessica
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)
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-26057 | 1.00 | Scored | — | Auto-linked |
| ENR-126856 | 1.00 | Scored | — | Auto-linked |
| ENR-126855 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033143
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jessica Miller, 1952-02-08, 4 records, Verified
Evidence
Matched against PRV-26057
| 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 automaticallya4f9b5f21e2026-10-19 19:54:38, scoring_agentidentity id MBR-033143, confidence 1, method probabilistic, matched record PRV-26057, policy version 1
- Record linked automatically89d8f597be2026-10-19 19:52:09, scoring_agentidentity id MBR-033143, confidence 1, method probabilistic, matched record PRV-26057, policy version 1
- Record linked automaticallye39108f11b2026-10-19 19:45:42, scoring_agentidentity id MBR-033143, confidence 1, method probabilistic, matched record PRV-26057, policy version 1
- Record linked automatically2cfa0a0cee2026-10-19 19:32:31, scoring_agentidentity id MBR-033143, confidence 1, method probabilistic, matched record PRV-26057, policy version 1
- Record linked automatically3908ecb7d42026-10-19 19:31:28, matching_agentidentity id MBR-019012, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126996