Record, TPA, bronze and silver
TPA-64138
Received 2026-07-20T22:40:20Z, line 29,151 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 | NICLOE | Nicloe | Changed |
| Middle | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 1953-06-26 | 1953-06-26 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | +1 937 557 1813 | 9375571813 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | null | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | N/A·· | — | Cleared |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- nicloe|arnold
- Address key
- —
- Canonical first
- nicloe
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-142057 | 0.99 | Scored | — | Auto-linked |
| CLM-432045 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004077
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nicole Arnold, 1953-06-26, 3 records, Verified
Evidence
Matched against ENR-142057
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1182a0d4fe2026-10-22 12:43:53, scoring_agentidentity id MBR-004077, confidence 0.994, method probabilistic, matched record ENR-142057, policy version 1
- Record linked automaticallycf0d8002662026-10-19 19:54:38, scoring_agentidentity id MBR-004077, confidence 0.994, method probabilistic, matched record ENR-142057, policy version 1
- Record linked automatically33376c20652026-10-19 19:52:08, scoring_agentidentity id MBR-004077, confidence 0.994, method probabilistic, matched record ENR-142057, policy version 1
- Record linked automatically443372143f2026-10-19 19:45:42, scoring_agentidentity id MBR-004077, confidence 0.994, method probabilistic, matched record ENR-142057, policy version 1
- Record linked automatically1b9742876c2026-10-19 19:32:31, scoring_agentidentity id MBR-004077, confidence 0.994, method probabilistic, matched record ENR-142057, policy version 1
- Record linked automaticallyb1f8efbb442026-10-19 19:31:28, matching_agentidentity id MBR-028080, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142608