Triple

T12226411
Position Surface form Disambiguated ID Type / Status
Subject neorealism (international relations) E291361 entity
Predicate majorDebateWith P103883 FINISHED
Object neoliberal institutionalism
Neoliberal institutionalism is a theory of international relations that emphasizes how international institutions and regimes facilitate cooperation among states despite anarchy and self-interest.
E972817 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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: neoliberal institutionalism | Statement: [neorealism (international relations), majorDebateWith, neoliberal institutionalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: neoliberal institutionalism
Context triple: [neorealism (international relations), majorDebateWith, neoliberal institutionalism]
  • A. neorealism
    Neorealism is a major theory in international relations, most associated with Kenneth N. Waltz, that explains state behavior primarily through the structure and distribution of power in the international system.
  • B. Neoclassical realism
    Neoclassical realism is an art movement that blends the idealized forms and compositional clarity of Neoclassicism with the detailed, lifelike representation characteristic of Realism.
  • C. new institutional economics
    New institutional economics is a school of economic thought that extends neoclassical economics by emphasizing the role of institutions, transaction costs, and property rights in shaping economic behavior and outcomes.
  • D. ordoliberal economic order
    The ordoliberal economic order is a German school of thought that advocates a strong legal framework to ensure competitive markets, limit monopolies, and balance free enterprise with a robust regulatory state.
  • E. Neorealism
    Neorealism is a post–World War II Italian film and cultural movement known for its stark, socially conscious portrayals of everyday life, often using non-professional actors and on-location shooting to depict the struggles of the poor and working class.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: neoliberal institutionalism
Triple: [neorealism (international relations), majorDebateWith, neoliberal institutionalism]
Generated description
Neoliberal institutionalism is a theory of international relations that emphasizes how international institutions and regimes facilitate cooperation among states despite anarchy and self-interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: neoliberal institutionalism
Target entity description: Neoliberal institutionalism is a theory of international relations that emphasizes how international institutions and regimes facilitate cooperation among states despite anarchy and self-interest.
  • A. neorealism
    Neorealism is a major theory in international relations, most associated with Kenneth N. Waltz, that explains state behavior primarily through the structure and distribution of power in the international system.
  • B. Neoclassical realism
    Neoclassical realism is an art movement that blends the idealized forms and compositional clarity of Neoclassicism with the detailed, lifelike representation characteristic of Realism.
  • C. new institutional economics
    New institutional economics is a school of economic thought that extends neoclassical economics by emphasizing the role of institutions, transaction costs, and property rights in shaping economic behavior and outcomes.
  • D. ordoliberal economic order
    The ordoliberal economic order is a German school of thought that advocates a strong legal framework to ensure competitive markets, limit monopolies, and balance free enterprise with a robust regulatory state.
  • E. Neorealism
    Neorealism is a post–World War II Italian film and cultural movement known for its stark, socially conscious portrayals of everyday life, often using non-professional actors and on-location shooting to depict the struggles of the poor and working class.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorDebateWith
Context triple: [neorealism (international relations), majorDebateWith, neoliberal institutionalism]
  • A. mainDebateTopic
    Indicates that a specified subject or issue is the primary focus or central topic of a particular debate or discussion.
  • B. fieldOfDebate
    Indicates that something is the subject or domain around which a debate or argumentative discussion is centered.
  • C. majorDebateSeries
    Indicates a relationship where an event or program is part of a prominent, recurring series of formal debates.
  • D. debateTopic
    Indicates that one entity serves as the subject or issue being discussed or argued about in a debate involving another entity.
  • E. hasLongTermDebateOn
    Indicates that there is an ongoing, extended period of discussion, disagreement, or argument concerning a particular topic or issue.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d924a3973c8190a882046963b320fb completed April 10, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa9023881909f8373e02d2cad4b completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
PD Predicate disambiguation batch_69d91c41bcbc81909782f4e3c571b218 completed April 10, 2026, 3:50 p.m.
PDg Predicate description generation batch_69d92468052c819090546f36d009a64f completed April 10, 2026, 4:25 p.m.
Created at: April 8, 2026, 9:51 p.m.