Triple

T2840632

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Arts and Science, University of Toronto	`E62456`	entity
Predicate	hasStudentGovernment	`P1855`	FINISHED
Object	Arts and Science Students’ Union The Arts and Science Students’ Union is the representative student government for undergraduates in the University of Toronto’s Faculty of Arts and Science, advocating for their interests and organizing academic, social, and advocacy initiatives.	`E302808`	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: Arts and Science Students’ Union | Statement: [Faculty of Arts and Science, University of Toronto, hasStudentGovernment, Arts and Science Students’ Union]

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

Target entity: Arts and Science Students’ Union
Context triple: [Faculty of Arts and Science, University of Toronto, hasStudentGovernment, Arts and Science Students’ Union]

A. Graduate Students' Union
The Graduate Students' Union is the representative body for postgraduate students at Trinity College Dublin, advocating for their academic, social, and welfare interests.
B. Queen Mary Students’ Union
Queen Mary Students’ Union is the representative body and social hub for students at Queen Mary University of London, providing support, activities, and advocacy on their behalf.
C. Graduate Students Association
The Graduate Students Association is the representative body that advocates for and serves the interests of graduate students at Concordia University.
D. University of St Andrews Students’ Association
The University of St Andrews Students’ Association is the representative body and social hub for students at the University of St Andrews, providing support, activities, and advocacy on their behalf.
E. Cambridge University Students’ Union
Cambridge University Students’ Union is the central representative body for students at the University of Cambridge, advocating for their interests and providing services, support, and activities across the university’s colleges and faculties.
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: Arts and Science Students’ Union
Triple: [Faculty of Arts and Science, University of Toronto, hasStudentGovernment, Arts and Science Students’ Union]

Generated description

The Arts and Science Students’ Union is the representative student government for undergraduates in the University of Toronto’s Faculty of Arts and Science, advocating for their interests and organizing academic, social, and advocacy initiatives.

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

Target entity: Arts and Science Students’ Union
Target entity description: The Arts and Science Students’ Union is the representative student government for undergraduates in the University of Toronto’s Faculty of Arts and Science, advocating for their interests and organizing academic, social, and advocacy initiatives.

A. Graduate Students' Union
The Graduate Students' Union is the representative body for postgraduate students at Trinity College Dublin, advocating for their academic, social, and welfare interests.
B. Queen Mary Students’ Union
Queen Mary Students’ Union is the representative body and social hub for students at Queen Mary University of London, providing support, activities, and advocacy on their behalf.
C. Graduate Students Association
The Graduate Students Association is the representative body that advocates for and serves the interests of graduate students at Concordia University.
D. University of St Andrews Students’ Association
The University of St Andrews Students’ Association is the representative body and social hub for students at the University of St Andrews, providing support, activities, and advocacy on their behalf.
E. Cambridge University Students’ Union
Cambridge University Students’ Union is the central representative body for students at the University of Cambridge, advocating for their interests and providing services, support, and activities across the university’s colleges and faculties.
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_69ab4c3d16bc81908b3a1c98fbd287fe`	completed	March 6, 2026, 9:50 p.m.
NER	Named-entity recognition	`batch_69abdf15b7288190a03d1193cc0544a6`	completed	March 7, 2026, 8:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afe8cf32d08190bda89a513082813f`	completed	March 10, 2026, 9:47 a.m.
NEDg	Description generation	`batch_69afe9738b408190a8a1781dcd719742`	completed	March 10, 2026, 9:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69b00040d88c81909925cd4c4d8a3d16`	completed	March 10, 2026, 11:28 a.m.

Created at: March 6, 2026, 10:01 p.m.