Triple
T19287746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Four auditors |
E482357
|
entity |
| Predicate | regulationSubjectTo |
P34837
|
FINISHED |
| Object | national audit regulators |
—
|
LITERAL FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's LITERAL type shown above.
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: national audit regulators | Statement: [Big Four auditors, regulationSubjectTo, national audit regulators]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regulationSubjectTo Context triple: [Big Four auditors, regulationSubjectTo, national audit regulators]
-
A.
subjectToRegulation
chosen
Indicates that an entity is governed, constrained, or controlled by a specific rule, law, or regulatory framework.
-
B.
regulationAtIssue
Indicates that a specific regulation is the subject of concern, dispute, or analysis in the given context.
-
C.
regulatesOrIsRegulatedBy
Indicates a bidirectional regulatory relationship in which one entity controls, influences, or modulates another, or is itself controlled, influenced, or modulated by that other entity.
-
D.
relatedRegulation
Indicates that there exists a regulatory rule, law, or directive that is associated with, governs, or is otherwise relevant to the referenced entity or activity.
-
E.
regulatedIn
Indicates that one entity’s activity, expression, or occurrence is controlled, influenced, or modulated by another entity within a specific context or system.
- F. None of above.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d8e8cf61b0819096fe3e4107827c4e |
elicitation | completed |
| NER | batch_69e5fc032f108190a89e47d1458f3f55 |
ner | completed |
| PD | batch_69e4dd0bc7508190a6f9d56bd4c3404f |
pd | completed |
Created at: April 10, 2026, 1:30 p.m.