Triple

T9062753

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Waikato	`E217167`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Arts and Social Sciences The Faculty of Arts and Social Sciences at the University of Waikato is an academic division offering programs and research in humanities, social sciences, and related disciplines.	`E774584`	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 Arts and Social Sciences | Statement: [University of Waikato, hasFaculty, Faculty of Arts and Social Sciences]

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

Target entity: Faculty of Arts and Social Sciences
Context triple: [University of Waikato, hasFaculty, Faculty of Arts and Social Sciences]

A. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is an academic division at Carleton University that offers programs in the humanities, social sciences, and related interdisciplinary fields.
B. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is a key academic division of the University of Nairobi offering a wide range of programs in humanities, social sciences, and related disciplines.
C. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences at the University of Surrey is an academic division that offers a range of humanities and social science disciplines, including subjects such as politics, sociology, languages, and creative arts.
D. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is an academic division of the University of Technology Sydney that offers programs and research in humanities, social sciences, communication, and related disciplines.
E. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is a major academic division of Simon Fraser University that offers a wide range of programs in the humanities and social sciences.
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 Arts and Social Sciences
Triple: [University of Waikato, hasFaculty, Faculty of Arts and Social Sciences]

Generated description

The Faculty of Arts and Social Sciences at the University of Waikato is an academic division offering programs and research in humanities, social sciences, and related disciplines.

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

Target entity: Faculty of Arts and Social Sciences
Target entity description: The Faculty of Arts and Social Sciences at the University of Waikato is an academic division offering programs and research in humanities, social sciences, and related disciplines.

A. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is a key academic division of the University of Nairobi offering a wide range of programs in humanities, social sciences, and related disciplines.
B. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is the University of Sydney’s division dedicated to humanities, social sciences, and related disciplines, offering a wide range of undergraduate and postgraduate programs and research opportunities.
C. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is an academic division of the University of Technology Sydney that offers programs and research in humanities, social sciences, communication, and related disciplines.
D. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is a major academic division of the National University of Singapore offering a wide range of humanities and social science disciplines.
E. Faculty of Arts and Social Sciences
The Faculty of Arts and Social Sciences is a major academic division of Simon Fraser University that offers a wide range of programs in the humanities and social sciences.
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_69ca83d4425481909a319dab847724ec`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cc7ecd352c8190a744579209b2e535`	completed	April 1, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfebf4b9348190a7f01c64098c25f7`	completed	April 3, 2026, 4:33 p.m.
NEDg	Description generation	`batch_69cfedeb1a648190974b579109bdde3b`	completed	April 3, 2026, 4:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfee5ef8208190a129df4fa49037a0`	completed	April 3, 2026, 4:44 p.m.

Created at: March 30, 2026, 7:11 p.m.