Triple

T426222

Position	Surface form	Disambiguated ID	Type / Status
Subject	Association of Pacific Rim Universities	`E9612`	entity
Predicate	hasMember	`P10`	FINISHED
Object	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.	`E55960`	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: University of Auckland | Statement: [Association of Pacific Rim Universities, hasMember, University of Auckland]

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

Target entity: University of Auckland
Context triple: [Association of Pacific Rim Universities, hasMember, University of Auckland]

A. University of Sydney
The University of Sydney is a leading Australian public research university in Sydney, renowned for its historic sandstone campus, comprehensive range of disciplines, and strong global academic reputation.
B. The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
C. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
D. University of Melbourne
The University of Melbourne is a leading Australian public research university renowned globally for its strong academic programs, high-impact research, and vibrant campus life.
E. University of New South Wales
The University of New South Wales is a major Australian public research university in Sydney known for its strong engineering, business, and science programs.
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: University of Auckland
Triple: [Association of Pacific Rim Universities, hasMember, University of Auckland]

Generated description

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.

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

Target entity: University of Auckland
Target entity description: 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.

A. University of Sydney
The University of Sydney is a leading Australian public research university in Sydney, renowned for its historic sandstone campus, comprehensive range of disciplines, and strong global academic reputation.
B. The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
C. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
D. University of Melbourne
The University of Melbourne is a leading Australian public research university renowned globally for its strong academic programs, high-impact research, and vibrant campus life.
E. University of New South Wales
The University of New South Wales is a major Australian public research university in Sydney known for its strong engineering, business, and science programs.
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_69a2e801e1d48190b505d1dd336b52ac`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2eed691c4819092b7e57306114bbc`	completed	Feb. 28, 2026, 1:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a442a01ebc8190bc4810df7c358932`	completed	March 1, 2026, 1:44 p.m.
NEDg	Description generation	`batch_69a4430b95048190bde4ff5118bda91f`	completed	March 1, 2026, 1:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4433c43388190a634c2a630bde2e6`	completed	March 1, 2026, 1:46 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.