Triple

T3878180

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of North Texas	`E92554`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Toulouse Graduate School Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.	`E416492`	NE FINISHED

How this triple was built (4 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: Toulouse Graduate School | Statement: [University of North Texas, hasAcademicDivision, Toulouse Graduate School]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Toulouse Graduate School
Context triple: [University of North Texas, hasAcademicDivision, Toulouse Graduate School]

A. University of Toulouse
The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
B. University of Bordeaux
The University of Bordeaux is a major French public research university historically notable as a pioneering center for sociology, where Émile Durkheim held one of the first academic chairs in the discipline.
C. University of Clermont-Ferrand
The University of Clermont-Ferrand was a French higher education institution in Clermont-Ferrand known for its role in mid-20th-century academic life and for employing notable intellectuals such as Michel Foucault.
D. University of Grenoble
The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
E. University of Lyon
The University of Lyon is a major French higher education and research hub in the Lyon metropolitan area, known for its strong programs in science, engineering, and the humanities.
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: Toulouse Graduate School
Triple: [University of North Texas, hasAcademicDivision, Toulouse Graduate School]

Generated description

Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Toulouse Graduate School
Target entity description: Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.

A. University of Toulouse
The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
B. University of Bordeaux
The University of Bordeaux is a major French public research university historically notable as a pioneering center for sociology, where Émile Durkheim held one of the first academic chairs in the discipline.
C. University of Clermont-Ferrand
The University of Clermont-Ferrand was a French higher education institution in Clermont-Ferrand known for its role in mid-20th-century academic life and for employing notable intellectuals such as Michel Foucault.
D. University of Grenoble
The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
E. University of Lyon
The University of Lyon is a major French higher education and research hub in the Lyon metropolitan area, known for its strong programs in science, engineering, and the humanities.
F. None of above. chosen

Provenance (5 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_69aed967448c819086c4b358d37b25aa`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeec72fa7c81909c73b3cf90597e9a`	completed	March 9, 2026, 3:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f0ebb588190bb7a935e066f9e4b`	completed	March 14, 2026, 3:30 p.m.
NEDg	Description generation	`batch_69b57f658e8081908a854ff8f06dd554`	completed	March 14, 2026, 3:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69b57fbc18008190aa62be6296f108da`	completed	March 14, 2026, 3:33 p.m.

Created at: March 9, 2026, 3:20 p.m.