Triple

T4708806

Position	Surface form	Disambiguated ID	Type / Status
Subject	Auckland University of Technology	`E104457`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Culture and Society The Faculty of Culture and Society is an academic division of Auckland University of Technology focused on disciplines such as humanities, social sciences, and cultural studies.	`E464208`	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: Faculty of Culture and Society | Statement: [Auckland University of Technology, hasFaculty, Faculty of Culture and Society]

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

Target entity: Faculty of Culture and Society
Context triple: [Auckland University of Technology, hasFaculty, Faculty of Culture and Society]

A. Faculty of Cultural Studies
The Faculty of Cultural Studies is an academic division of Ludwig Maximilian University of Munich dedicated to research and teaching in the humanities, arts, and cultural analysis.
B. Faculty of Arts, Cultures and Education
The Faculty of Arts, Cultures and Education is an academic division of the University of Hull that focuses on disciplines in the humanities, creative and cultural studies, and education.
C. Faculty of Social Sciences
The Faculty of Social Sciences is an academic division of the Université du Québec à Montréal that focuses on teaching and research in disciplines such as sociology, political science, psychology, and related social science fields.
D. Faculty of Social Sciences
The Faculty of Social Sciences at the University of Delhi is an academic division that offers teaching and research programs in disciplines such as economics, political science, sociology, history, and related social science fields.
E. Faculty of Social Sciences
The Faculty of Social Sciences at the University of Tehran is a major academic division dedicated to teaching and research in disciplines such as sociology, anthropology, communication, and related social science fields.
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: Faculty of Culture and Society
Triple: [Auckland University of Technology, hasFaculty, Faculty of Culture and Society]

Generated description

The Faculty of Culture and Society is an academic division of Auckland University of Technology focused on disciplines such as humanities, social sciences, and cultural studies.

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

Target entity: Faculty of Culture and Society
Target entity description: The Faculty of Culture and Society is an academic division of Auckland University of Technology focused on disciplines such as humanities, social sciences, and cultural studies.

A. Faculty of Cultural Studies
The Faculty of Cultural Studies is an academic division of Ludwig Maximilian University of Munich dedicated to research and teaching in the humanities, arts, and cultural analysis.
B. Faculty of Arts, Cultures and Education
The Faculty of Arts, Cultures and Education is an academic division of the University of Hull that focuses on disciplines in the humanities, creative and cultural studies, and education.
C. Faculty of Social Sciences
The Faculty of Social Sciences is a major academic unit of Charles University in Prague specializing in disciplines such as sociology, political science, economics, and media studies.
D. Faculty of Social Sciences
The Faculty of Social Sciences at the University of Tartu is an academic division that focuses on disciplines such as sociology, political science, economics, communication, and related fields within the social sciences.
E. Faculty of Social Sciences
The Faculty of Social Sciences is an academic division of Pontifical Xavierian University dedicated to teaching and research in disciplines that study society, human behavior, and social structures.
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_69bd43eac3c08190af7e4020c6c3704c`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd63ed2ed081908cd52570ba085806`	completed	March 20, 2026, 3:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be10721b88819093be46bc5cae17c0`	completed	March 21, 2026, 3:28 a.m.
NEDg	Description generation	`batch_69be1452eba88190bf982ab0f464e96f`	completed	March 21, 2026, 3:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69be14ca370481909c5e144e63ceb495`	completed	March 21, 2026, 3:47 a.m.

Created at: March 20, 2026, 1:17 p.m.