Triple

T855935

Position	Surface form	Disambiguated ID	Type / Status
Subject	Auckland	`E18491`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Auckland University of Technology Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.	`E104457`	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: Auckland University of Technology | Statement: [Auckland, hasUniversity, Auckland University of Technology]

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

Target entity: Auckland University of Technology
Context triple: [Auckland, hasUniversity, Auckland University of Technology]

A. University of Auckland
The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
B. Victoria University of Wellington
Victoria University of Wellington is a major New Zealand public research university known for its strong programs in law, humanities, and social sciences, and its central role in the academic and political life of the capital city.
C. University of Canterbury
The University of Canterbury is a major public research university in Christchurch, New Zealand, known for its strong programs in engineering, science, and the humanities.
D. Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
E. University of Technology Sydney
The University of Technology Sydney is a major Australian public research university known for its industry-focused programs and modern urban campus in central Sydney.
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: Auckland University of Technology
Triple: [Auckland, hasUniversity, Auckland University of Technology]

Generated description

Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.

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

Target entity: Auckland University of Technology
Target entity description: Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.

A. University of Auckland
The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
B. Victoria University of Wellington
Victoria University of Wellington is a major New Zealand public research university known for its strong programs in law, humanities, and social sciences, and its central role in the academic and political life of the capital city.
C. University of Canterbury
The University of Canterbury is a major public research university in Christchurch, New Zealand, known for its strong programs in engineering, science, and the humanities.
D. Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
E. University of Technology Sydney
The University of Technology Sydney is a major Australian public research university known for its industry-focused programs and modern urban campus in central Sydney.
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_69a4938bdd3c8190a954a3c11844d9cf`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4ac3c172481908ed164ee1579ec28`	completed	March 1, 2026, 9:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7b8494840819091324bf603ff8d7c`	completed	March 4, 2026, 4:42 a.m.
NEDg	Description generation	`batch_69a7bc1acf708190aa86cd5eca101966`	completed	March 4, 2026, 4:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7bc96dd2881909310147292b99023`	completed	March 4, 2026, 5:01 a.m.

Created at: March 1, 2026, 7:39 p.m.