Triple

T19549339
Position Surface form Disambiguated ID Type / Status
Subject 1986 Big Bang E489156 entity
Predicate regulatoryFrameworkChange P47143 FINISHED
Object shift toward self-regulation in financial markets 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: shift toward self-regulation in financial markets | Statement: [1986 Big Bang, regulatoryFrameworkChange, shift toward self-regulation in financial markets]

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: regulatoryFrameworkChange
Context triple: [1986 Big Bang, regulatoryFrameworkChange, shift toward self-regulation in financial markets]
  • A. safetyRegulationChange
    Indicates a modification, update, or revision to existing safety regulations governing how something must be designed, operated, or managed.
  • B. regulationChangeComparedToPrevious
    Indicates a change in a regulation relative to its immediately preceding version or state.
  • C. regulationImpact
    Indicates how a regulation influences, constrains, or alters the behavior, performance, or outcomes associated with the related entities.
  • D. typeOfChangeRegulated
    Indicates that one entity specifies or controls the kind of change or modification that is allowed or governed in another entity or process.
  • E. regulatoryStructure chosen
    Indicates a relationship where one entity serves as a regulatory framework, mechanism, or control system that governs, constrains, or modulates the behavior or operation of another entity.
  • F. None of above.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d8e8dc5d8c8190a6d7bd8864f43ca0 elicitation completed
NER batch_69e63d2f39188190976e8b6b111499a0 ner completed
PD batch_69e514d4df3c8190b7e9b3b4fdf9452a pd completed
Created at: April 10, 2026, 1:41 p.m.