Record, TPA, bronze and silver
TPA-50328
Received 2026-08-24T04:10:25Z, line 48,217 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 | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 1996-08-01 | 1996-08-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 7362148274 | 7362148274 | Unchanged |
| NULL | — | Cleared | |
| Address | 4541 BASELINE RD | 4541 Baseline Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75246 | 75246 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.68
- Name key
- gary|arnold
- Address key
- 4541|baseline|75246
- Canonical first
- gary
Quality flags
4 raised during normalisation
- 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
- 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-400721 | 1.00 | Scored | — | Auto-linked |
| TPA-50327 | 0.83 | Scored | — | Sent to steward |
| CLM-426121 | 0.65 | Scored | — | Sent to steward |
| CLM-420216 | 0.60 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005506
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Arnold, 1996-08-01, 3 records, Verified
Evidence
Matched against CLM-400721
| 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 automatically5e7c2c46ee2026-10-22 12:43:53, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record CLM-400721, policy version 1
- Record linked automatically0cb2508c2d2026-10-19 19:54:38, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record CLM-400721, policy version 1
- Record linked automaticallyb2fd8ebda92026-10-19 19:52:08, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record CLM-400721, policy version 1
- Record linked automatically33fcff2ca12026-10-19 19:45:42, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record CLM-400721, policy version 1
- Record linked automaticallybd74f459e62026-10-19 19:32:31, scoring_agentidentity id MBR-005506, confidence 1, method probabilistic, matched record CLM-400721, policy version 1