Record, TPA, bronze and silver
TPA-54734
Received 2026-05-17T03:49:28Z, line 51,000 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 | NANNCY | Nanncy | Changed |
| Middle | ···· | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 19790504·· | 1979-05-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 6414 Meadow Ln | 6414 Meadow Ln | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85091 | 85091 | Unchanged |
| Group | GRP-3573 | GRP-3573 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.90
- Name key
- nanncy|carroll
- Address key
- 6414|meadow|85091
- Canonical first
- nanncy
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-410796 | 0.99 | Scored | — | Auto-linked |
| CLM-410795 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024883
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Naancy Carroll, 1979-05-04, 3 records, Verified
Evidence
Matched against CLM-410796
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically188c33ed942026-10-22 12:43:54, scoring_agentidentity id MBR-024883, confidence 0.994, method probabilistic, matched record CLM-410796, policy version 1
- Record linked automatically8e47ac789f2026-10-19 19:54:38, scoring_agentidentity id MBR-024883, confidence 0.994, method probabilistic, matched record CLM-410796, policy version 1
- Record linked automaticallyca9c0c744f2026-10-19 19:52:09, scoring_agentidentity id MBR-024883, confidence 0.994, method probabilistic, matched record CLM-410796, policy version 1
- Record linked automatically04d63e773e2026-10-19 19:45:42, scoring_agentidentity id MBR-024883, confidence 0.994, method probabilistic, matched record CLM-410796, policy version 1
- Record linked automaticallyd5497d27d92026-10-19 19:32:31, scoring_agentidentity id MBR-024883, confidence 0.994, method probabilistic, matched record CLM-410796, policy version 1
- Record linked automaticallya2d6020f882026-10-19 19:31:28, scoring_agentidentity id MBR-032334, confidence 0.925, method probabilistic, matched record ENR-114094, policy version 1