Triple

T2487569

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Auckland	`E55960`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Universities New Zealand Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.	`E271347`	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: Universities New Zealand | Statement: [University of Auckland, affiliation, Universities New Zealand]

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

Target entity: Universities New Zealand
Context triple: [University of Auckland, affiliation, Universities New Zealand]

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. University of Waikato
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
E. 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.
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: Universities New Zealand
Triple: [University of Auckland, affiliation, Universities New Zealand]

Generated description

Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.

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

Target entity: Universities New Zealand
Target entity description: Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.

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. University of Waikato
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
E. 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.
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_69ab49e670a88190b928e08302381710`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd1782ca081909645164a6acf0ea0`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af17bca6f88190a63672fb3372f0be`	completed	March 9, 2026, 6:55 p.m.
NEDg	Description generation	`batch_69af1b7224488190bf896b2c77c3ba0a`	completed	March 9, 2026, 7:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69af1c7b0f088190870b2ed18756b0d5`	completed	March 9, 2026, 7:16 p.m.

Created at: March 6, 2026, 9:45 p.m.