Record, TPA, bronze and silver
TPA-56325
Received 2026-05-22T23:47:05Z, line 88,308 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 | LUIS | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 1998-03-25 | 1998-03-25 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 376.486.2465 | 3764862465 | Parsed |
| luis.miller@outlook.com | luis.miller@outlook.com | Unchanged | |
| Address | 6417 APACHE BOULEVARD | 6417 Apache Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 93795 | 93795 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- luis|miller
- Address key
- 6417|apache|93795
- Canonical first
- luis
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-24198 | 1.00 | Scored | — | Auto-linked |
| ENR-118859 | 1.00 | Scored | — | Auto-linked |
| TPA-56324 | 1.00 | Scored | — | Auto-linked |
| CLM-414326 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027067
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis Miller, 1998-03-25, 5 records, Verified
Evidence
Matched against TPA-56324
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydec3f543802026-10-22 12:43:54, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automatically152d0931eb2026-10-19 19:54:38, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallye562f429072026-10-19 19:52:09, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automatically464fbcf3272026-10-19 19:45:42, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallya0bf4b30c02026-10-19 19:32:31, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallyea7b93a5b12026-10-19 19:31:28, scoring_agentidentity id MBR-036313, confidence 1, method probabilistic, matched record CLM-414553, policy version 1