Record, TPA, bronze and silver
TPA-64000
Received 2026-02-20T08:02:33Z, line 38,962 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 | Hamilton, Larry | Larry | Changed |
| Middle | N | N | Unchanged |
| Last name | — | Hamilton | Changed |
| Date of birth | 1963-11-20 | 1963-11-20 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| larry.hamilton22@icloud.com | larry.hamilton22@icloud.com | Unchanged | |
| Address | 890 APACHE BLVD | 890 Apache Blvd | Changed |
| City | ·GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85264 | 85264 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- larry|hamilton
- Address key
- 890|apache|85264
- Canonical first
- larry
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- 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-29269 | 1.00 | Scored | — | Auto-linked |
| CLM-431717 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010861
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Hamilton, 1963-11-20, 3 records, Verified
Evidence
Matched against PRV-29269
| 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 automatically309fe148a52026-10-19 19:54:38, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record PRV-29269, policy version 1
- Record linked automatically1f502a89432026-10-19 19:52:09, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record PRV-29269, policy version 1
- Record linked automaticallya033d9ef482026-10-19 19:45:42, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record PRV-29269, policy version 1
- Record linked automatically1d978e520a2026-10-19 19:32:31, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record PRV-29269, policy version 1
- Record linked automatically587657e3592026-10-19 19:31:28, scoring_agentidentity id MBR-009915, confidence 1, method probabilistic, matched record ENR-142200, policy version 1