Record, TPA, bronze and silver
TPA-55103
Received 2026-10-08T17:38:07Z, line 9,862 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 | gabriel | Gabriel | Changed |
| Middle | T. | T | Changed |
| Last name | nguyen | Nguyen | Changed |
| Date of birth | 04/25/49 | 1949-04-25 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 5009 JEFFERSON AVENUE | 5009 Jefferson Ave | Changed |
| City | ·Chandler | Chandler | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.36
- Name key
- gabriel|nguyen
- Address key
- 5009|jefferson|chandler
- Canonical first
- gabriel
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| ENR-115197 | 0.93 | Scored | — | Auto-linked |
| TPA-55104 | 0.93 | Scored | — | Auto-linked |
| ENR-115198 | 0.93 | Scored | — | Auto-linked |
| CLM-411549 | 0.92 | Scored | — | Auto-linked |
| CLM-411550 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003510
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Gabriel Nguyen, 1949-04-25, 6 records, Verified
Evidence
Matched against TPA-55104
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically26a916d4112026-10-19 19:54:38, scoring_agentidentity id MBR-003510, confidence 0.925, method probabilistic, matched record TPA-55104, policy version 1
- Record linked automaticallyd6c4474f8e2026-10-19 19:52:08, scoring_agentidentity id MBR-003510, confidence 0.925, method probabilistic, matched record TPA-55104, policy version 1
- Record linked automaticallyfa75442c9a2026-10-19 19:45:41, scoring_agentidentity id MBR-003510, confidence 0.925, method probabilistic, matched record TPA-55104, policy version 1
- Record linked automatically2b65840d052026-10-19 19:32:31, scoring_agentidentity id MBR-003510, confidence 0.925, method probabilistic, matched record TPA-55104, policy version 1