Record, TPA, bronze and silver
TPA-53238
Received 2026-07-08T04:06:00Z , line 60,404 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 | Arthur | Arthur | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gilbert | Gilbert | Unchanged |
| Date of birth | 09/27/1963 | 1963-09-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 14344045344 | 4344045344 | Parsed |
| arthur.gilbert54@proton.me | arthur.gilbert54@proton.me | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.80
- Name key
- arthur|gilbert
- Address key
- —
- Canonical first
- arthur
Quality flags
4 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-407363 | 1.00 | Scored | — | Auto-linked |
| CLM-407364 | 0.83 | Scored | — | Sent to steward |
| TPA-53239 | 0.83 | Scored | — | Sent to steward |
| TPA-58429 | 0.68 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019848
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Gilbert, 1963-09-27, 2 records, Verified
Evidence
Matched against CLM-407363
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd57928af1a2026-10-19 19:54:38, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record CLM-407363, policy version 1
- Record linked automaticallya9146c0e962026-10-19 19:52:09, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record CLM-407363, policy version 1
- Record linked automatically77afe16e022026-10-19 19:45:42, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record CLM-407363, policy version 1
- Record linked automaticallya66e6cf4372026-10-19 19:32:31, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record CLM-407363, policy version 1
- Record linked automatically27d1dc63132026-10-19 19:31:28, matching_agentidentity id MBR-023113, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109594