Triple

T9062756

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Waikato	`E217167`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Māori and Indigenous Studies The Faculty of Māori and Indigenous Studies is an academic division of the University of Waikato dedicated to teaching and research on Māori and other Indigenous peoples’ languages, cultures, histories, and contemporary issues.	`E774586`	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 Māori and Indigenous Studies | Statement: [University of Waikato, hasFaculty, Faculty of Māori and Indigenous Studies]

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

Target entity: Faculty of Māori and Indigenous Studies
Context triple: [University of Waikato, hasFaculty, Faculty of Māori and Indigenous Studies]

A. Faculty of Education and Social Work
The Faculty of Education and Social Work is a division of the University of Auckland that focuses on teacher education, social work training, and research in education and social policy.
B. Faculty of Human Sciences
The Faculty of Human Sciences is an academic division of the National University of Colombia’s Bogotá campus dedicated to teaching and research in disciplines such as philosophy, sociology, psychology, history, and related humanities and social sciences.
C. Faculty of Human Sciences
The Faculty of Human Sciences is an academic division of the State University of Haiti dedicated to teaching and research in disciplines such as social sciences, humanities, and related fields.
D. Faculty of Human Sciences
The Faculty of Human Sciences at the University of Potsdam is an academic division focused on disciplines such as psychology, education, linguistics, and related fields that study human behavior and development.
E. Faculty of Human Sciences
The Faculty of Human Sciences at the University of Cologne is an academic division focused on research and teaching in fields related to human behavior, education, 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 Māori and Indigenous Studies
Triple: [University of Waikato, hasFaculty, Faculty of Māori and Indigenous Studies]

Generated description

The Faculty of Māori and Indigenous Studies is an academic division of the University of Waikato dedicated to teaching and research on Māori and other Indigenous peoples’ languages, cultures, histories, and contemporary issues.

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

Target entity: Faculty of Māori and Indigenous Studies
Target entity description: The Faculty of Māori and Indigenous Studies is an academic division of the University of Waikato dedicated to teaching and research on Māori and other Indigenous peoples’ languages, cultures, histories, and contemporary issues.

A. Faculty of Education and Social Work
The Faculty of Education and Social Work is a division of the University of Auckland that focuses on teacher education, social work training, and research in education and social policy.
B. Faculty of Human Sciences
The Faculty of Human Sciences is an academic division of the National University of Colombia’s Bogotá campus dedicated to teaching and research in disciplines such as philosophy, sociology, psychology, history, and related humanities and social sciences.
C. Faculty of Human Sciences
The Faculty of Human Sciences at the University of Potsdam is an academic division focused on disciplines such as psychology, education, linguistics, and related fields that study human behavior and development.
D. Faculty of Human Sciences
The Faculty of Human Sciences is an academic division of the State University of Haiti dedicated to teaching and research in disciplines such as social sciences, humanities, and related fields.
E. Faculty of Human Sciences
The Faculty of Human Sciences at the University of Cologne is an academic division focused on research and teaching in fields related to human behavior, education, 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.